diff --git a/dhp-build/dhp-build-properties-maven-plugin/src/main/java/eu/dnetlib/maven/plugin/properties/GenerateOoziePropertiesMojo.java b/dhp-build/dhp-build-properties-maven-plugin/src/main/java/eu/dnetlib/maven/plugin/properties/GenerateOoziePropertiesMojo.java
index 08aa42f5b6..ccc2abef02 100644
--- a/dhp-build/dhp-build-properties-maven-plugin/src/main/java/eu/dnetlib/maven/plugin/properties/GenerateOoziePropertiesMojo.java
+++ b/dhp-build/dhp-build-properties-maven-plugin/src/main/java/eu/dnetlib/maven/plugin/properties/GenerateOoziePropertiesMojo.java
@@ -17,57 +17,55 @@ import org.apache.maven.plugin.MojoFailureException;
  */
 public class GenerateOoziePropertiesMojo extends AbstractMojo {
 
-    public static final String PROPERTY_NAME_WF_SOURCE_DIR = "workflow.source.dir";
-    public static final String PROPERTY_NAME_SANDBOX_NAME = "sandboxName";
+  public static final String PROPERTY_NAME_WF_SOURCE_DIR = "workflow.source.dir";
+  public static final String PROPERTY_NAME_SANDBOX_NAME = "sandboxName";
 
-    private final String[] limiters = {"dhp", "dnetlib", "eu"};
+  private final String[] limiters = {"dhp", "dnetlib", "eu"};
 
-    @Override
-    public void execute() throws MojoExecutionException, MojoFailureException {
-        if (System.getProperties().containsKey(PROPERTY_NAME_WF_SOURCE_DIR)
-                && !System.getProperties().containsKey(PROPERTY_NAME_SANDBOX_NAME)) {
-            String generatedSandboxName =
-                    generateSandboxName(
-                            System.getProperties().getProperty(PROPERTY_NAME_WF_SOURCE_DIR));
-            if (generatedSandboxName != null) {
-                System.getProperties()
-                        .setProperty(PROPERTY_NAME_SANDBOX_NAME, generatedSandboxName);
-            } else {
-                System.out.println(
-                        "unable to generate sandbox name from path: "
-                                + System.getProperties().getProperty(PROPERTY_NAME_WF_SOURCE_DIR));
-            }
-        }
+  @Override
+  public void execute() throws MojoExecutionException, MojoFailureException {
+    if (System.getProperties().containsKey(PROPERTY_NAME_WF_SOURCE_DIR)
+        && !System.getProperties().containsKey(PROPERTY_NAME_SANDBOX_NAME)) {
+      String generatedSandboxName =
+          generateSandboxName(System.getProperties().getProperty(PROPERTY_NAME_WF_SOURCE_DIR));
+      if (generatedSandboxName != null) {
+        System.getProperties().setProperty(PROPERTY_NAME_SANDBOX_NAME, generatedSandboxName);
+      } else {
+        System.out.println(
+            "unable to generate sandbox name from path: "
+                + System.getProperties().getProperty(PROPERTY_NAME_WF_SOURCE_DIR));
+      }
     }
+  }
 
-    /**
-     * Generates sandbox name from workflow source directory.
-     *
-     * @param wfSourceDir
-     * @return generated sandbox name
-     */
-    private String generateSandboxName(String wfSourceDir) {
-        //    	utilize all dir names until finding one of the limiters
-        List<String> sandboxNameParts = new ArrayList<String>();
-        String[] tokens = StringUtils.split(wfSourceDir, File.separatorChar);
-        ArrayUtils.reverse(tokens);
-        if (tokens.length > 0) {
-            for (String token : tokens) {
-                for (String limiter : limiters) {
-                    if (limiter.equals(token)) {
-                        return sandboxNameParts.size() > 0
-                                ? StringUtils.join(sandboxNameParts.toArray())
-                                : null;
-                    }
-                }
-                if (sandboxNameParts.size() > 0) {
-                    sandboxNameParts.add(0, File.separator);
-                }
-                sandboxNameParts.add(0, token);
-            }
-            return StringUtils.join(sandboxNameParts.toArray());
-        } else {
-            return null;
+  /**
+   * Generates sandbox name from workflow source directory.
+   *
+   * @param wfSourceDir
+   * @return generated sandbox name
+   */
+  private String generateSandboxName(String wfSourceDir) {
+    // utilize all dir names until finding one of the limiters
+    List<String> sandboxNameParts = new ArrayList<String>();
+    String[] tokens = StringUtils.split(wfSourceDir, File.separatorChar);
+    ArrayUtils.reverse(tokens);
+    if (tokens.length > 0) {
+      for (String token : tokens) {
+        for (String limiter : limiters) {
+          if (limiter.equals(token)) {
+            return sandboxNameParts.size() > 0
+                ? StringUtils.join(sandboxNameParts.toArray())
+                : null;
+          }
         }
+        if (sandboxNameParts.size() > 0) {
+          sandboxNameParts.add(0, File.separator);
+        }
+        sandboxNameParts.add(0, token);
+      }
+      return StringUtils.join(sandboxNameParts.toArray());
+    } else {
+      return null;
     }
+  }
 }
diff --git a/dhp-build/dhp-build-properties-maven-plugin/src/main/java/eu/dnetlib/maven/plugin/properties/WritePredefinedProjectProperties.java b/dhp-build/dhp-build-properties-maven-plugin/src/main/java/eu/dnetlib/maven/plugin/properties/WritePredefinedProjectProperties.java
index acfd9a7f84..5e0166e4f7 100644
--- a/dhp-build/dhp-build-properties-maven-plugin/src/main/java/eu/dnetlib/maven/plugin/properties/WritePredefinedProjectProperties.java
+++ b/dhp-build/dhp-build-properties-maven-plugin/src/main/java/eu/dnetlib/maven/plugin/properties/WritePredefinedProjectProperties.java
@@ -44,401 +44,401 @@ import org.springframework.core.io.ResourceLoader;
  */
 public class WritePredefinedProjectProperties extends AbstractMojo {
 
-    private static final String CR = "\r";
-    private static final String LF = "\n";
-    private static final String TAB = "\t";
-    protected static final String PROPERTY_PREFIX_ENV = "env.";
-    private static final String ENCODING_UTF8 = "utf8";
+  private static final String CR = "\r";
+  private static final String LF = "\n";
+  private static final String TAB = "\t";
+  protected static final String PROPERTY_PREFIX_ENV = "env.";
+  private static final String ENCODING_UTF8 = "utf8";
 
-    /** @parameter property="properties.includePropertyKeysFromFiles" */
-    private String[] includePropertyKeysFromFiles;
+  /** @parameter property="properties.includePropertyKeysFromFiles" */
+  private String[] includePropertyKeysFromFiles;
 
-    /**
-     * @parameter default-value="${project}"
-     * @required
-     * @readonly
-     */
-    protected MavenProject project;
+  /**
+   * @parameter default-value="${project}"
+   * @required
+   * @readonly
+   */
+  protected MavenProject project;
 
-    /**
-     * The file that properties will be written to
-     *
-     * @parameter property="properties.outputFile"
-     *     default-value="${project.build.directory}/properties/project.properties";
-     * @required
-     */
-    protected File outputFile;
+  /**
+   * The file that properties will be written to
+   *
+   * @parameter property="properties.outputFile"
+   *     default-value="${project.build.directory}/properties/project.properties";
+   * @required
+   */
+  protected File outputFile;
 
-    /**
-     * If true, the plugin will silently ignore any non-existent properties files, and the build
-     * will continue
-     *
-     * @parameter property="properties.quiet" default-value="true"
-     */
-    private boolean quiet;
+  /**
+   * If true, the plugin will silently ignore any non-existent properties files, and the build will
+   * continue
+   *
+   * @parameter property="properties.quiet" default-value="true"
+   */
+  private boolean quiet;
 
-    /**
-     * Comma separated list of characters to escape when writing property values. cr=carriage
-     * return, lf=linefeed, tab=tab. Any other values are taken literally.
-     *
-     * @parameter default-value="cr,lf,tab" property="properties.escapeChars"
-     */
-    private String escapeChars;
+  /**
+   * Comma separated list of characters to escape when writing property values. cr=carriage return,
+   * lf=linefeed, tab=tab. Any other values are taken literally.
+   *
+   * @parameter default-value="cr,lf,tab" property="properties.escapeChars"
+   */
+  private String escapeChars;
 
-    /**
-     * If true, the plugin will include system properties when writing the properties file. System
-     * properties override both environment variables and project properties.
-     *
-     * @parameter default-value="false" property="properties.includeSystemProperties"
-     */
-    private boolean includeSystemProperties;
+  /**
+   * If true, the plugin will include system properties when writing the properties file. System
+   * properties override both environment variables and project properties.
+   *
+   * @parameter default-value="false" property="properties.includeSystemProperties"
+   */
+  private boolean includeSystemProperties;
 
-    /**
-     * If true, the plugin will include environment variables when writing the properties file.
-     * Environment variables are prefixed with "env". Environment variables override project
-     * properties.
-     *
-     * @parameter default-value="false" property="properties.includeEnvironmentVariables"
-     */
-    private boolean includeEnvironmentVariables;
+  /**
+   * If true, the plugin will include environment variables when writing the properties file.
+   * Environment variables are prefixed with "env". Environment variables override project
+   * properties.
+   *
+   * @parameter default-value="false" property="properties.includeEnvironmentVariables"
+   */
+  private boolean includeEnvironmentVariables;
 
-    /**
-     * Comma separated set of properties to exclude when writing the properties file
-     *
-     * @parameter property="properties.exclude"
-     */
-    private String exclude;
+  /**
+   * Comma separated set of properties to exclude when writing the properties file
+   *
+   * @parameter property="properties.exclude"
+   */
+  private String exclude;
 
-    /**
-     * Comma separated set of properties to write to the properties file. If provided, only the
-     * properties matching those supplied here will be written to the properties file.
-     *
-     * @parameter property="properties.include"
-     */
-    private String include;
+  /**
+   * Comma separated set of properties to write to the properties file. If provided, only the
+   * properties matching those supplied here will be written to the properties file.
+   *
+   * @parameter property="properties.include"
+   */
+  private String include;
 
-    /* (non-Javadoc)
-     * @see org.apache.maven.plugin.AbstractMojo#execute()
-     */
-    @Override
-    @SuppressFBWarnings({"NP_UNWRITTEN_FIELD", "UWF_UNWRITTEN_FIELD"})
-    public void execute() throws MojoExecutionException, MojoFailureException {
-        Properties properties = new Properties();
-        // Add project properties
-        properties.putAll(project.getProperties());
-        if (includeEnvironmentVariables) {
-            // Add environment variables, overriding any existing properties with the same key
-            properties.putAll(getEnvironmentVariables());
-        }
-        if (includeSystemProperties) {
-            // Add system properties, overriding any existing properties with the same key
-            properties.putAll(System.getProperties());
-        }
-
-        // Remove properties as appropriate
-        trim(properties, exclude, include);
-
-        String comment = "# " + new Date() + "\n";
-        List<String> escapeTokens = getEscapeChars(escapeChars);
-
-        getLog().info("Creating " + outputFile);
-        writeProperties(outputFile, comment, properties, escapeTokens);
+  /*
+   * (non-Javadoc)
+   * @see org.apache.maven.plugin.AbstractMojo#execute()
+   */
+  @Override
+  @SuppressFBWarnings({"NP_UNWRITTEN_FIELD", "UWF_UNWRITTEN_FIELD"})
+  public void execute() throws MojoExecutionException, MojoFailureException {
+    Properties properties = new Properties();
+    // Add project properties
+    properties.putAll(project.getProperties());
+    if (includeEnvironmentVariables) {
+      // Add environment variables, overriding any existing properties with the same key
+      properties.putAll(getEnvironmentVariables());
+    }
+    if (includeSystemProperties) {
+      // Add system properties, overriding any existing properties with the same key
+      properties.putAll(System.getProperties());
     }
 
-    /**
-     * Provides environment variables.
-     *
-     * @return environment variables
-     */
-    protected static Properties getEnvironmentVariables() {
-        Properties props = new Properties();
-        for (Entry<String, String> entry : System.getenv().entrySet()) {
-            props.setProperty(PROPERTY_PREFIX_ENV + entry.getKey(), entry.getValue());
-        }
-        return props;
+    // Remove properties as appropriate
+    trim(properties, exclude, include);
+
+    String comment = "# " + new Date() + "\n";
+    List<String> escapeTokens = getEscapeChars(escapeChars);
+
+    getLog().info("Creating " + outputFile);
+    writeProperties(outputFile, comment, properties, escapeTokens);
+  }
+
+  /**
+   * Provides environment variables.
+   *
+   * @return environment variables
+   */
+  protected static Properties getEnvironmentVariables() {
+    Properties props = new Properties();
+    for (Entry<String, String> entry : System.getenv().entrySet()) {
+      props.setProperty(PROPERTY_PREFIX_ENV + entry.getKey(), entry.getValue());
+    }
+    return props;
+  }
+
+  /**
+   * Removes properties which should not be written.
+   *
+   * @param properties
+   * @param omitCSV
+   * @param includeCSV
+   * @throws MojoExecutionException
+   */
+  protected void trim(Properties properties, String omitCSV, String includeCSV)
+      throws MojoExecutionException {
+    List<String> omitKeys = getListFromCSV(omitCSV);
+    for (String key : omitKeys) {
+      properties.remove(key);
     }
 
-    /**
-     * Removes properties which should not be written.
-     *
-     * @param properties
-     * @param omitCSV
-     * @param includeCSV
-     * @throws MojoExecutionException
-     */
-    protected void trim(Properties properties, String omitCSV, String includeCSV)
-            throws MojoExecutionException {
-        List<String> omitKeys = getListFromCSV(omitCSV);
-        for (String key : omitKeys) {
-            properties.remove(key);
+    List<String> includeKeys = getListFromCSV(includeCSV);
+    // mh: including keys from predefined properties
+    if (includePropertyKeysFromFiles != null && includePropertyKeysFromFiles.length > 0) {
+      for (String currentIncludeLoc : includePropertyKeysFromFiles) {
+        if (validate(currentIncludeLoc)) {
+          Properties p = getProperties(currentIncludeLoc);
+          for (String key : p.stringPropertyNames()) {
+            includeKeys.add(key);
+          }
         }
-
-        List<String> includeKeys = getListFromCSV(includeCSV);
-        //      mh: including keys from predefined properties
-        if (includePropertyKeysFromFiles != null && includePropertyKeysFromFiles.length > 0) {
-            for (String currentIncludeLoc : includePropertyKeysFromFiles) {
-                if (validate(currentIncludeLoc)) {
-                    Properties p = getProperties(currentIncludeLoc);
-                    for (String key : p.stringPropertyNames()) {
-                        includeKeys.add(key);
-                    }
-                }
-            }
-        }
-        if (includeKeys != null && !includeKeys.isEmpty()) {
-            //        	removing only when include keys provided
-            Set<String> keys = properties.stringPropertyNames();
-            for (String key : keys) {
-                if (!includeKeys.contains(key)) {
-                    properties.remove(key);
-                }
-            }
+      }
+    }
+    if (includeKeys != null && !includeKeys.isEmpty()) {
+      // removing only when include keys provided
+      Set<String> keys = properties.stringPropertyNames();
+      for (String key : keys) {
+        if (!includeKeys.contains(key)) {
+          properties.remove(key);
         }
+      }
     }
+  }
 
-    /**
-     * Checks whether file exists.
-     *
-     * @param location
-     * @return true when exists, false otherwise.
-     */
-    protected boolean exists(String location) {
-        if (StringUtils.isBlank(location)) {
-            return false;
-        }
-        File file = new File(location);
-        if (file.exists()) {
-            return true;
-        }
-        ResourceLoader loader = new DefaultResourceLoader();
-        Resource resource = loader.getResource(location);
-        return resource.exists();
+  /**
+   * Checks whether file exists.
+   *
+   * @param location
+   * @return true when exists, false otherwise.
+   */
+  protected boolean exists(String location) {
+    if (StringUtils.isBlank(location)) {
+      return false;
     }
+    File file = new File(location);
+    if (file.exists()) {
+      return true;
+    }
+    ResourceLoader loader = new DefaultResourceLoader();
+    Resource resource = loader.getResource(location);
+    return resource.exists();
+  }
 
-    /**
-     * Validates resource location.
-     *
-     * @param location
-     * @return true when valid, false otherwise
-     * @throws MojoExecutionException
-     */
-    protected boolean validate(String location) throws MojoExecutionException {
-        boolean exists = exists(location);
-        if (exists) {
-            return true;
-        }
-        if (quiet) {
-            getLog().info("Ignoring non-existent properties file '" + location + "'");
-            return false;
-        } else {
-            throw new MojoExecutionException("Non-existent properties file '" + location + "'");
-        }
+  /**
+   * Validates resource location.
+   *
+   * @param location
+   * @return true when valid, false otherwise
+   * @throws MojoExecutionException
+   */
+  protected boolean validate(String location) throws MojoExecutionException {
+    boolean exists = exists(location);
+    if (exists) {
+      return true;
     }
+    if (quiet) {
+      getLog().info("Ignoring non-existent properties file '" + location + "'");
+      return false;
+    } else {
+      throw new MojoExecutionException("Non-existent properties file '" + location + "'");
+    }
+  }
 
-    /**
-     * Provides input stream.
-     *
-     * @param location
-     * @return input stream
-     * @throws IOException
-     */
-    protected InputStream getInputStream(String location) throws IOException {
-        File file = new File(location);
-        if (file.exists()) {
-            return new FileInputStream(location);
-        }
-        ResourceLoader loader = new DefaultResourceLoader();
-        Resource resource = loader.getResource(location);
-        return resource.getInputStream();
+  /**
+   * Provides input stream.
+   *
+   * @param location
+   * @return input stream
+   * @throws IOException
+   */
+  protected InputStream getInputStream(String location) throws IOException {
+    File file = new File(location);
+    if (file.exists()) {
+      return new FileInputStream(location);
     }
+    ResourceLoader loader = new DefaultResourceLoader();
+    Resource resource = loader.getResource(location);
+    return resource.getInputStream();
+  }
 
-    /**
-     * Creates properties for given location.
-     *
-     * @param location
-     * @return properties for given location
-     * @throws MojoExecutionException
-     */
-    protected Properties getProperties(String location) throws MojoExecutionException {
-        InputStream in = null;
-        try {
-            Properties properties = new Properties();
-            in = getInputStream(location);
-            if (location.toLowerCase().endsWith(".xml")) {
-                properties.loadFromXML(in);
-            } else {
-                properties.load(in);
-            }
-            return properties;
-        } catch (IOException e) {
-            throw new MojoExecutionException("Error reading properties file " + location, e);
-        } finally {
-            IOUtils.closeQuietly(in);
-        }
+  /**
+   * Creates properties for given location.
+   *
+   * @param location
+   * @return properties for given location
+   * @throws MojoExecutionException
+   */
+  protected Properties getProperties(String location) throws MojoExecutionException {
+    InputStream in = null;
+    try {
+      Properties properties = new Properties();
+      in = getInputStream(location);
+      if (location.toLowerCase().endsWith(".xml")) {
+        properties.loadFromXML(in);
+      } else {
+        properties.load(in);
+      }
+      return properties;
+    } catch (IOException e) {
+      throw new MojoExecutionException("Error reading properties file " + location, e);
+    } finally {
+      IOUtils.closeQuietly(in);
     }
+  }
 
-    /**
-     * Provides escape characters.
-     *
-     * @param escapeChars
-     * @return escape characters
-     */
-    protected List<String> getEscapeChars(String escapeChars) {
-        List<String> tokens = getListFromCSV(escapeChars);
-        List<String> realTokens = new ArrayList<String>();
-        for (String token : tokens) {
-            String realToken = getRealToken(token);
-            realTokens.add(realToken);
-        }
-        return realTokens;
+  /**
+   * Provides escape characters.
+   *
+   * @param escapeChars
+   * @return escape characters
+   */
+  protected List<String> getEscapeChars(String escapeChars) {
+    List<String> tokens = getListFromCSV(escapeChars);
+    List<String> realTokens = new ArrayList<String>();
+    for (String token : tokens) {
+      String realToken = getRealToken(token);
+      realTokens.add(realToken);
     }
+    return realTokens;
+  }
 
-    /**
-     * Provides real token.
-     *
-     * @param token
-     * @return real token
-     */
-    protected String getRealToken(String token) {
-        if (token.equalsIgnoreCase("CR")) {
-            return CR;
-        } else if (token.equalsIgnoreCase("LF")) {
-            return LF;
-        } else if (token.equalsIgnoreCase("TAB")) {
-            return TAB;
-        } else {
-            return token;
-        }
+  /**
+   * Provides real token.
+   *
+   * @param token
+   * @return real token
+   */
+  protected String getRealToken(String token) {
+    if (token.equalsIgnoreCase("CR")) {
+      return CR;
+    } else if (token.equalsIgnoreCase("LF")) {
+      return LF;
+    } else if (token.equalsIgnoreCase("TAB")) {
+      return TAB;
+    } else {
+      return token;
     }
+  }
 
-    /**
-     * Returns content.
-     *
-     * @param comment
-     * @param properties
-     * @param escapeTokens
-     * @return content
-     */
-    protected String getContent(String comment, Properties properties, List<String> escapeTokens) {
-        List<String> names = new ArrayList<String>(properties.stringPropertyNames());
-        Collections.sort(names);
-        StringBuilder sb = new StringBuilder();
-        if (!StringUtils.isBlank(comment)) {
-            sb.append(comment);
-        }
-        for (String name : names) {
-            String value = properties.getProperty(name);
-            String escapedValue = escape(value, escapeTokens);
-            sb.append(name + "=" + escapedValue + "\n");
-        }
-        return sb.toString();
+  /**
+   * Returns content.
+   *
+   * @param comment
+   * @param properties
+   * @param escapeTokens
+   * @return content
+   */
+  protected String getContent(String comment, Properties properties, List<String> escapeTokens) {
+    List<String> names = new ArrayList<String>(properties.stringPropertyNames());
+    Collections.sort(names);
+    StringBuilder sb = new StringBuilder();
+    if (!StringUtils.isBlank(comment)) {
+      sb.append(comment);
     }
+    for (String name : names) {
+      String value = properties.getProperty(name);
+      String escapedValue = escape(value, escapeTokens);
+      sb.append(name + "=" + escapedValue + "\n");
+    }
+    return sb.toString();
+  }
 
-    /**
-     * Writes properties to given file.
-     *
-     * @param file
-     * @param comment
-     * @param properties
-     * @param escapeTokens
-     * @throws MojoExecutionException
-     */
-    protected void writeProperties(
-            File file, String comment, Properties properties, List<String> escapeTokens)
-            throws MojoExecutionException {
-        try {
-            String content = getContent(comment, properties, escapeTokens);
-            FileUtils.writeStringToFile(file, content, ENCODING_UTF8);
-        } catch (IOException e) {
-            throw new MojoExecutionException("Error creating properties file", e);
-        }
+  /**
+   * Writes properties to given file.
+   *
+   * @param file
+   * @param comment
+   * @param properties
+   * @param escapeTokens
+   * @throws MojoExecutionException
+   */
+  protected void writeProperties(
+      File file, String comment, Properties properties, List<String> escapeTokens)
+      throws MojoExecutionException {
+    try {
+      String content = getContent(comment, properties, escapeTokens);
+      FileUtils.writeStringToFile(file, content, ENCODING_UTF8);
+    } catch (IOException e) {
+      throw new MojoExecutionException("Error creating properties file", e);
     }
+  }
 
-    /**
-     * Escapes characters.
-     *
-     * @param s
-     * @param escapeChars
-     * @return
-     */
-    protected String escape(String s, List<String> escapeChars) {
-        String result = s;
-        for (String escapeChar : escapeChars) {
-            result = result.replace(escapeChar, getReplacementToken(escapeChar));
-        }
-        return result;
+  /**
+   * Escapes characters.
+   *
+   * @param s
+   * @param escapeChars
+   * @return
+   */
+  protected String escape(String s, List<String> escapeChars) {
+    String result = s;
+    for (String escapeChar : escapeChars) {
+      result = result.replace(escapeChar, getReplacementToken(escapeChar));
     }
+    return result;
+  }
 
-    /**
-     * Provides replacement token.
-     *
-     * @param escapeChar
-     * @return replacement token
-     */
-    protected String getReplacementToken(String escapeChar) {
-        if (escapeChar.equals(CR)) {
-            return "\\r";
-        } else if (escapeChar.equals(LF)) {
-            return "\\n";
-        } else if (escapeChar.equals(TAB)) {
-            return "\\t";
-        } else {
-            return "\\" + escapeChar;
-        }
+  /**
+   * Provides replacement token.
+   *
+   * @param escapeChar
+   * @return replacement token
+   */
+  protected String getReplacementToken(String escapeChar) {
+    if (escapeChar.equals(CR)) {
+      return "\\r";
+    } else if (escapeChar.equals(LF)) {
+      return "\\n";
+    } else if (escapeChar.equals(TAB)) {
+      return "\\t";
+    } else {
+      return "\\" + escapeChar;
     }
+  }
 
-    /**
-     * Returns list from csv.
-     *
-     * @param csv
-     * @return list of values generated from CSV
-     */
-    protected static final List<String> getListFromCSV(String csv) {
-        if (StringUtils.isBlank(csv)) {
-            return new ArrayList<String>();
-        }
-        List<String> list = new ArrayList<String>();
-        String[] tokens = StringUtils.split(csv, ",");
-        for (String token : tokens) {
-            list.add(token.trim());
-        }
-        return list;
+  /**
+   * Returns list from csv.
+   *
+   * @param csv
+   * @return list of values generated from CSV
+   */
+  protected static final List<String> getListFromCSV(String csv) {
+    if (StringUtils.isBlank(csv)) {
+      return new ArrayList<String>();
     }
+    List<String> list = new ArrayList<String>();
+    String[] tokens = StringUtils.split(csv, ",");
+    for (String token : tokens) {
+      list.add(token.trim());
+    }
+    return list;
+  }
 
-    public void setIncludeSystemProperties(boolean includeSystemProperties) {
-        this.includeSystemProperties = includeSystemProperties;
-    }
+  public void setIncludeSystemProperties(boolean includeSystemProperties) {
+    this.includeSystemProperties = includeSystemProperties;
+  }
 
-    public void setEscapeChars(String escapeChars) {
-        this.escapeChars = escapeChars;
-    }
+  public void setEscapeChars(String escapeChars) {
+    this.escapeChars = escapeChars;
+  }
 
-    public void setIncludeEnvironmentVariables(boolean includeEnvironmentVariables) {
-        this.includeEnvironmentVariables = includeEnvironmentVariables;
-    }
+  public void setIncludeEnvironmentVariables(boolean includeEnvironmentVariables) {
+    this.includeEnvironmentVariables = includeEnvironmentVariables;
+  }
 
-    public void setExclude(String exclude) {
-        this.exclude = exclude;
-    }
+  public void setExclude(String exclude) {
+    this.exclude = exclude;
+  }
 
-    public void setInclude(String include) {
-        this.include = include;
-    }
+  public void setInclude(String include) {
+    this.include = include;
+  }
 
-    public void setQuiet(boolean quiet) {
-        this.quiet = quiet;
-    }
+  public void setQuiet(boolean quiet) {
+    this.quiet = quiet;
+  }
 
-    /**
-     * Sets property files for which keys properties should be included.
-     *
-     * @param includePropertyKeysFromFiles
-     */
-    public void setIncludePropertyKeysFromFiles(String[] includePropertyKeysFromFiles) {
-        if (includePropertyKeysFromFiles != null) {
-            this.includePropertyKeysFromFiles =
-                    Arrays.copyOf(
-                            includePropertyKeysFromFiles, includePropertyKeysFromFiles.length);
-        }
+  /**
+   * Sets property files for which keys properties should be included.
+   *
+   * @param includePropertyKeysFromFiles
+   */
+  public void setIncludePropertyKeysFromFiles(String[] includePropertyKeysFromFiles) {
+    if (includePropertyKeysFromFiles != null) {
+      this.includePropertyKeysFromFiles =
+          Arrays.copyOf(includePropertyKeysFromFiles, includePropertyKeysFromFiles.length);
     }
+  }
 }
diff --git a/dhp-build/dhp-build-properties-maven-plugin/src/test/java/eu/dnetlib/maven/plugin/properties/GenerateOoziePropertiesMojoTest.java b/dhp-build/dhp-build-properties-maven-plugin/src/test/java/eu/dnetlib/maven/plugin/properties/GenerateOoziePropertiesMojoTest.java
index 74da207565..3a0d5fcc74 100644
--- a/dhp-build/dhp-build-properties-maven-plugin/src/test/java/eu/dnetlib/maven/plugin/properties/GenerateOoziePropertiesMojoTest.java
+++ b/dhp-build/dhp-build-properties-maven-plugin/src/test/java/eu/dnetlib/maven/plugin/properties/GenerateOoziePropertiesMojoTest.java
@@ -10,87 +10,87 @@ import org.junit.jupiter.api.Test;
 /** @author mhorst, claudio.atzori */
 public class GenerateOoziePropertiesMojoTest {
 
-    private GenerateOoziePropertiesMojo mojo = new GenerateOoziePropertiesMojo();
+  private GenerateOoziePropertiesMojo mojo = new GenerateOoziePropertiesMojo();
 
-    @BeforeEach
-    public void clearSystemProperties() {
-        System.clearProperty(PROPERTY_NAME_SANDBOX_NAME);
-        System.clearProperty(PROPERTY_NAME_WF_SOURCE_DIR);
-    }
+  @BeforeEach
+  public void clearSystemProperties() {
+    System.clearProperty(PROPERTY_NAME_SANDBOX_NAME);
+    System.clearProperty(PROPERTY_NAME_WF_SOURCE_DIR);
+  }
 
-    @Test
-    public void testExecuteEmpty() throws Exception {
-        // execute
-        mojo.execute();
+  @Test
+  public void testExecuteEmpty() throws Exception {
+    // execute
+    mojo.execute();
 
-        // assert
-        assertNull(System.getProperty(PROPERTY_NAME_SANDBOX_NAME));
-    }
+    // assert
+    assertNull(System.getProperty(PROPERTY_NAME_SANDBOX_NAME));
+  }
 
-    @Test
-    public void testExecuteSandboxNameAlreadySet() throws Exception {
-        // given
-        String workflowSourceDir = "eu/dnetlib/dhp/wf/transformers";
-        String sandboxName = "originalSandboxName";
-        System.setProperty(PROPERTY_NAME_WF_SOURCE_DIR, workflowSourceDir);
-        System.setProperty(PROPERTY_NAME_SANDBOX_NAME, sandboxName);
+  @Test
+  public void testExecuteSandboxNameAlreadySet() throws Exception {
+    // given
+    String workflowSourceDir = "eu/dnetlib/dhp/wf/transformers";
+    String sandboxName = "originalSandboxName";
+    System.setProperty(PROPERTY_NAME_WF_SOURCE_DIR, workflowSourceDir);
+    System.setProperty(PROPERTY_NAME_SANDBOX_NAME, sandboxName);
 
-        // execute
-        mojo.execute();
+    // execute
+    mojo.execute();
 
-        // assert
-        assertEquals(sandboxName, System.getProperty(PROPERTY_NAME_SANDBOX_NAME));
-    }
+    // assert
+    assertEquals(sandboxName, System.getProperty(PROPERTY_NAME_SANDBOX_NAME));
+  }
 
-    @Test
-    public void testExecuteEmptyWorkflowSourceDir() throws Exception {
-        // given
-        String workflowSourceDir = "";
-        System.setProperty(PROPERTY_NAME_WF_SOURCE_DIR, workflowSourceDir);
+  @Test
+  public void testExecuteEmptyWorkflowSourceDir() throws Exception {
+    // given
+    String workflowSourceDir = "";
+    System.setProperty(PROPERTY_NAME_WF_SOURCE_DIR, workflowSourceDir);
 
-        // execute
-        mojo.execute();
+    // execute
+    mojo.execute();
 
-        // assert
-        assertNull(System.getProperty(PROPERTY_NAME_SANDBOX_NAME));
-    }
+    // assert
+    assertNull(System.getProperty(PROPERTY_NAME_SANDBOX_NAME));
+  }
 
-    @Test
-    public void testExecuteNullSandboxNameGenerated() throws Exception {
-        // given
-        String workflowSourceDir = "eu/dnetlib/dhp/";
-        System.setProperty(PROPERTY_NAME_WF_SOURCE_DIR, workflowSourceDir);
+  @Test
+  public void testExecuteNullSandboxNameGenerated() throws Exception {
+    // given
+    String workflowSourceDir = "eu/dnetlib/dhp/";
+    System.setProperty(PROPERTY_NAME_WF_SOURCE_DIR, workflowSourceDir);
 
-        // execute
-        mojo.execute();
+    // execute
+    mojo.execute();
 
-        // assert
-        assertNull(System.getProperty(PROPERTY_NAME_SANDBOX_NAME));
-    }
+    // assert
+    assertNull(System.getProperty(PROPERTY_NAME_SANDBOX_NAME));
+  }
 
-    @Test
-    public void testExecute() throws Exception {
-        // given
-        String workflowSourceDir = "eu/dnetlib/dhp/wf/transformers";
-        System.setProperty(PROPERTY_NAME_WF_SOURCE_DIR, workflowSourceDir);
+  @Test
+  public void testExecute() throws Exception {
+    // given
+    String workflowSourceDir = "eu/dnetlib/dhp/wf/transformers";
+    System.setProperty(PROPERTY_NAME_WF_SOURCE_DIR, workflowSourceDir);
 
-        // execute
-        mojo.execute();
+    // execute
+    mojo.execute();
 
-        // assert
-        assertEquals("wf/transformers", System.getProperty(PROPERTY_NAME_SANDBOX_NAME));
-    }
+    // assert
+    assertEquals("wf/transformers", System.getProperty(PROPERTY_NAME_SANDBOX_NAME));
+  }
 
-    @Test
-    public void testExecuteWithoutRoot() throws Exception {
-        // given
-        String workflowSourceDir = "wf/transformers";
-        System.setProperty(PROPERTY_NAME_WF_SOURCE_DIR, workflowSourceDir);
+  @Test
+  public void testExecuteWithoutRoot() throws Exception {
+    // given
+    String workflowSourceDir = "wf/transformers";
+    System.setProperty(PROPERTY_NAME_WF_SOURCE_DIR, workflowSourceDir);
 
-        // execute
-        mojo.execute();
+    // execute
+    mojo.execute();
 
-        // assert
-        assertEquals("wf/transformers", System.getProperty(PROPERTY_NAME_SANDBOX_NAME));
-    }
+    // assert
+    assertEquals("wf/transformers", System.getProperty(PROPERTY_NAME_SANDBOX_NAME));
+  }
 }
diff --git a/dhp-build/dhp-build-properties-maven-plugin/src/test/java/eu/dnetlib/maven/plugin/properties/WritePredefinedProjectPropertiesTest.java b/dhp-build/dhp-build-properties-maven-plugin/src/test/java/eu/dnetlib/maven/plugin/properties/WritePredefinedProjectPropertiesTest.java
index da832042f2..1b247198b8 100644
--- a/dhp-build/dhp-build-properties-maven-plugin/src/test/java/eu/dnetlib/maven/plugin/properties/WritePredefinedProjectPropertiesTest.java
+++ b/dhp-build/dhp-build-properties-maven-plugin/src/test/java/eu/dnetlib/maven/plugin/properties/WritePredefinedProjectPropertiesTest.java
@@ -20,343 +20,337 @@ import org.mockito.junit.jupiter.MockitoExtension;
 @ExtendWith(MockitoExtension.class)
 public class WritePredefinedProjectPropertiesTest {
 
-    @Mock private MavenProject mavenProject;
+  @Mock private MavenProject mavenProject;
 
-    private WritePredefinedProjectProperties mojo;
+  private WritePredefinedProjectProperties mojo;
 
-    @BeforeEach
-    public void init(@TempDir File testFolder) {
-        MockitoAnnotations.initMocks(this);
-        mojo = new WritePredefinedProjectProperties();
-        mojo.outputFile = getPropertiesFileLocation(testFolder);
-        mojo.project = mavenProject;
-        lenient().doReturn(new Properties()).when(mavenProject).getProperties();
+  @BeforeEach
+  public void init(@TempDir File testFolder) {
+    MockitoAnnotations.initMocks(this);
+    mojo = new WritePredefinedProjectProperties();
+    mojo.outputFile = getPropertiesFileLocation(testFolder);
+    mojo.project = mavenProject;
+    lenient().doReturn(new Properties()).when(mavenProject).getProperties();
+  }
+
+  // ----------------------------------- TESTS ---------------------------------------------
+
+  @Test
+  public void testExecuteEmpty() throws Exception {
+    // execute
+    mojo.execute();
+
+    // assert
+    assertTrue(mojo.outputFile.exists());
+    Properties storedProperties = getStoredProperties(mojo.outputFile.getParentFile());
+    assertEquals(0, storedProperties.size());
+  }
+
+  @Test
+  public void testExecuteWithProjectProperties() throws Exception {
+    // given
+    String key = "projectPropertyKey";
+    String value = "projectPropertyValue";
+    Properties projectProperties = new Properties();
+    projectProperties.setProperty(key, value);
+    doReturn(projectProperties).when(mavenProject).getProperties();
+
+    // execute
+    mojo.execute();
+
+    // assert
+    assertTrue(mojo.outputFile.exists());
+    Properties storedProperties = getStoredProperties(mojo.outputFile.getParentFile());
+    assertEquals(1, storedProperties.size());
+    assertTrue(storedProperties.containsKey(key));
+    assertEquals(value, storedProperties.getProperty(key));
+  }
+
+  @Test()
+  public void testExecuteWithProjectPropertiesAndInvalidOutputFile(@TempDir File testFolder) {
+    // given
+    String key = "projectPropertyKey";
+    String value = "projectPropertyValue";
+    Properties projectProperties = new Properties();
+    projectProperties.setProperty(key, value);
+    doReturn(projectProperties).when(mavenProject).getProperties();
+    mojo.outputFile = testFolder;
+
+    // execute
+    Assertions.assertThrows(MojoExecutionException.class, () -> mojo.execute());
+  }
+
+  @Test
+  public void testExecuteWithProjectPropertiesExclusion(@TempDir File testFolder) throws Exception {
+    // given
+    String key = "projectPropertyKey";
+    String value = "projectPropertyValue";
+    String excludedKey = "excludedPropertyKey";
+    String excludedValue = "excludedPropertyValue";
+    Properties projectProperties = new Properties();
+    projectProperties.setProperty(key, value);
+    projectProperties.setProperty(excludedKey, excludedValue);
+    doReturn(projectProperties).when(mavenProject).getProperties();
+    mojo.setExclude(excludedKey);
+
+    // execute
+    mojo.execute();
+
+    // assert
+    assertTrue(mojo.outputFile.exists());
+    Properties storedProperties = getStoredProperties(testFolder);
+    assertEquals(1, storedProperties.size());
+    assertTrue(storedProperties.containsKey(key));
+    assertEquals(value, storedProperties.getProperty(key));
+  }
+
+  @Test
+  public void testExecuteWithProjectPropertiesInclusion(@TempDir File testFolder) throws Exception {
+    // given
+    String key = "projectPropertyKey";
+    String value = "projectPropertyValue";
+    String includedKey = "includedPropertyKey";
+    String includedValue = "includedPropertyValue";
+    Properties projectProperties = new Properties();
+    projectProperties.setProperty(key, value);
+    projectProperties.setProperty(includedKey, includedValue);
+    doReturn(projectProperties).when(mavenProject).getProperties();
+    mojo.setInclude(includedKey);
+
+    // execute
+    mojo.execute();
+
+    // assert
+    assertTrue(mojo.outputFile.exists());
+    Properties storedProperties = getStoredProperties(testFolder);
+    assertEquals(1, storedProperties.size());
+    assertTrue(storedProperties.containsKey(includedKey));
+    assertEquals(includedValue, storedProperties.getProperty(includedKey));
+  }
+
+  @Test
+  public void testExecuteIncludingPropertyKeysFromFile(@TempDir File testFolder) throws Exception {
+    // given
+    String key = "projectPropertyKey";
+    String value = "projectPropertyValue";
+    String includedKey = "includedPropertyKey";
+    String includedValue = "includedPropertyValue";
+    Properties projectProperties = new Properties();
+    projectProperties.setProperty(key, value);
+    projectProperties.setProperty(includedKey, includedValue);
+    doReturn(projectProperties).when(mavenProject).getProperties();
+
+    File includedPropertiesFile = new File(testFolder, "included.properties");
+    Properties includedProperties = new Properties();
+    includedProperties.setProperty(includedKey, "irrelevantValue");
+    includedProperties.store(new FileWriter(includedPropertiesFile), null);
+
+    mojo.setIncludePropertyKeysFromFiles(new String[] {includedPropertiesFile.getAbsolutePath()});
+
+    // execute
+    mojo.execute();
+
+    // assert
+    assertTrue(mojo.outputFile.exists());
+    Properties storedProperties = getStoredProperties(testFolder);
+    assertEquals(1, storedProperties.size());
+    assertTrue(storedProperties.containsKey(includedKey));
+    assertEquals(includedValue, storedProperties.getProperty(includedKey));
+  }
+
+  @Test
+  public void testExecuteIncludingPropertyKeysFromClasspathResource(@TempDir File testFolder)
+      throws Exception {
+    // given
+    String key = "projectPropertyKey";
+    String value = "projectPropertyValue";
+    String includedKey = "includedPropertyKey";
+    String includedValue = "includedPropertyValue";
+    Properties projectProperties = new Properties();
+    projectProperties.setProperty(key, value);
+    projectProperties.setProperty(includedKey, includedValue);
+    doReturn(projectProperties).when(mavenProject).getProperties();
+
+    mojo.setIncludePropertyKeysFromFiles(
+        new String[] {"/eu/dnetlib/maven/plugin/properties/included.properties"});
+
+    // execute
+    mojo.execute();
+
+    // assert
+    assertTrue(mojo.outputFile.exists());
+    Properties storedProperties = getStoredProperties(testFolder);
+    assertEquals(1, storedProperties.size());
+    assertTrue(storedProperties.containsKey(includedKey));
+    assertEquals(includedValue, storedProperties.getProperty(includedKey));
+  }
+
+  @Test
+  public void testExecuteIncludingPropertyKeysFromBlankLocation() {
+    // given
+    String key = "projectPropertyKey";
+    String value = "projectPropertyValue";
+    String includedKey = "includedPropertyKey";
+    String includedValue = "includedPropertyValue";
+    Properties projectProperties = new Properties();
+    projectProperties.setProperty(key, value);
+    projectProperties.setProperty(includedKey, includedValue);
+    doReturn(projectProperties).when(mavenProject).getProperties();
+
+    mojo.setIncludePropertyKeysFromFiles(new String[] {""});
+
+    // execute
+    Assertions.assertThrows(MojoExecutionException.class, () -> mojo.execute());
+  }
+
+  @Test
+  public void testExecuteIncludingPropertyKeysFromXmlFile(@TempDir File testFolder)
+      throws Exception {
+    // given
+    String key = "projectPropertyKey";
+    String value = "projectPropertyValue";
+    String includedKey = "includedPropertyKey";
+    String includedValue = "includedPropertyValue";
+    Properties projectProperties = new Properties();
+    projectProperties.setProperty(key, value);
+    projectProperties.setProperty(includedKey, includedValue);
+    doReturn(projectProperties).when(mavenProject).getProperties();
+
+    File includedPropertiesFile = new File(testFolder, "included.xml");
+    Properties includedProperties = new Properties();
+    includedProperties.setProperty(includedKey, "irrelevantValue");
+    includedProperties.storeToXML(new FileOutputStream(includedPropertiesFile), null);
+
+    mojo.setIncludePropertyKeysFromFiles(new String[] {includedPropertiesFile.getAbsolutePath()});
+
+    // execute
+    mojo.execute();
+
+    // assert
+    assertTrue(mojo.outputFile.exists());
+    Properties storedProperties = getStoredProperties(testFolder);
+    assertEquals(1, storedProperties.size());
+    assertTrue(storedProperties.containsKey(includedKey));
+    assertEquals(includedValue, storedProperties.getProperty(includedKey));
+  }
+
+  @Test
+  public void testExecuteIncludingPropertyKeysFromInvalidXmlFile(@TempDir File testFolder)
+      throws Exception {
+    // given
+    String key = "projectPropertyKey";
+    String value = "projectPropertyValue";
+    String includedKey = "includedPropertyKey";
+    String includedValue = "includedPropertyValue";
+    Properties projectProperties = new Properties();
+    projectProperties.setProperty(key, value);
+    projectProperties.setProperty(includedKey, includedValue);
+    doReturn(projectProperties).when(mavenProject).getProperties();
+
+    File includedPropertiesFile = new File(testFolder, "included.xml");
+    Properties includedProperties = new Properties();
+    includedProperties.setProperty(includedKey, "irrelevantValue");
+    includedProperties.store(new FileOutputStream(includedPropertiesFile), null);
+
+    mojo.setIncludePropertyKeysFromFiles(new String[] {includedPropertiesFile.getAbsolutePath()});
+
+    // execute
+    Assertions.assertThrows(MojoExecutionException.class, () -> mojo.execute());
+  }
+
+  @Test
+  public void testExecuteWithQuietModeOn(@TempDir File testFolder) throws Exception {
+    // given
+    mojo.setQuiet(true);
+    mojo.setIncludePropertyKeysFromFiles(new String[] {"invalid location"});
+
+    // execute
+    mojo.execute();
+
+    // assert
+    assertTrue(mojo.outputFile.exists());
+    Properties storedProperties = getStoredProperties(testFolder);
+    assertEquals(0, storedProperties.size());
+  }
+
+  @Test
+  public void testExecuteIncludingPropertyKeysFromInvalidFile() {
+    // given
+    mojo.setIncludePropertyKeysFromFiles(new String[] {"invalid location"});
+
+    // execute
+    Assertions.assertThrows(MojoExecutionException.class, () -> mojo.execute());
+  }
+
+  @Test
+  public void testExecuteWithEnvironmentProperties(@TempDir File testFolder) throws Exception {
+    // given
+    mojo.setIncludeEnvironmentVariables(true);
+
+    // execute
+    mojo.execute();
+
+    // assert
+    assertTrue(mojo.outputFile.exists());
+    Properties storedProperties = getStoredProperties(testFolder);
+    assertTrue(storedProperties.size() > 0);
+    for (Object currentKey : storedProperties.keySet()) {
+      assertTrue(((String) currentKey).startsWith(PROPERTY_PREFIX_ENV));
     }
+  }
 
-    // ----------------------------------- TESTS ---------------------------------------------
+  @Test
+  public void testExecuteWithSystemProperties(@TempDir File testFolder) throws Exception {
+    // given
+    String key = "systemPropertyKey";
+    String value = "systemPropertyValue";
+    System.setProperty(key, value);
+    mojo.setIncludeSystemProperties(true);
 
-    @Test
-    public void testExecuteEmpty() throws Exception {
-        // execute
-        mojo.execute();
+    // execute
+    mojo.execute();
 
-        // assert
-        assertTrue(mojo.outputFile.exists());
-        Properties storedProperties = getStoredProperties(mojo.outputFile.getParentFile());
-        assertEquals(0, storedProperties.size());
-    }
+    // assert
+    assertTrue(mojo.outputFile.exists());
+    Properties storedProperties = getStoredProperties(testFolder);
+    assertTrue(storedProperties.size() > 0);
+    assertTrue(storedProperties.containsKey(key));
+    assertEquals(value, storedProperties.getProperty(key));
+  }
 
-    @Test
-    public void testExecuteWithProjectProperties() throws Exception {
-        // given
-        String key = "projectPropertyKey";
-        String value = "projectPropertyValue";
-        Properties projectProperties = new Properties();
-        projectProperties.setProperty(key, value);
-        doReturn(projectProperties).when(mavenProject).getProperties();
+  @Test
+  public void testExecuteWithSystemPropertiesAndEscapeChars(@TempDir File testFolder)
+      throws Exception {
+    // given
+    String key = "systemPropertyKey ";
+    String value = "systemPropertyValue";
+    System.setProperty(key, value);
+    mojo.setIncludeSystemProperties(true);
+    String escapeChars = "cr,lf,tab,|";
+    mojo.setEscapeChars(escapeChars);
 
-        // execute
-        mojo.execute();
+    // execute
+    mojo.execute();
 
-        // assert
-        assertTrue(mojo.outputFile.exists());
-        Properties storedProperties = getStoredProperties(mojo.outputFile.getParentFile());
-        assertEquals(1, storedProperties.size());
-        assertTrue(storedProperties.containsKey(key));
-        assertEquals(value, storedProperties.getProperty(key));
-    }
+    // assert
+    assertTrue(mojo.outputFile.exists());
+    Properties storedProperties = getStoredProperties(testFolder);
+    assertTrue(storedProperties.size() > 0);
+    assertFalse(storedProperties.containsKey(key));
+    assertTrue(storedProperties.containsKey(key.trim()));
+    assertEquals(value, storedProperties.getProperty(key.trim()));
+  }
 
-    @Test()
-    public void testExecuteWithProjectPropertiesAndInvalidOutputFile(@TempDir File testFolder) {
-        // given
-        String key = "projectPropertyKey";
-        String value = "projectPropertyValue";
-        Properties projectProperties = new Properties();
-        projectProperties.setProperty(key, value);
-        doReturn(projectProperties).when(mavenProject).getProperties();
-        mojo.outputFile = testFolder;
+  // ----------------------------------- PRIVATE -------------------------------------------
 
-        // execute
-        Assertions.assertThrows(MojoExecutionException.class, () -> mojo.execute());
-    }
+  private File getPropertiesFileLocation(File testFolder) {
+    return new File(testFolder, "test.properties");
+  }
 
-    @Test
-    public void testExecuteWithProjectPropertiesExclusion(@TempDir File testFolder)
-            throws Exception {
-        // given
-        String key = "projectPropertyKey";
-        String value = "projectPropertyValue";
-        String excludedKey = "excludedPropertyKey";
-        String excludedValue = "excludedPropertyValue";
-        Properties projectProperties = new Properties();
-        projectProperties.setProperty(key, value);
-        projectProperties.setProperty(excludedKey, excludedValue);
-        doReturn(projectProperties).when(mavenProject).getProperties();
-        mojo.setExclude(excludedKey);
-
-        // execute
-        mojo.execute();
-
-        // assert
-        assertTrue(mojo.outputFile.exists());
-        Properties storedProperties = getStoredProperties(testFolder);
-        assertEquals(1, storedProperties.size());
-        assertTrue(storedProperties.containsKey(key));
-        assertEquals(value, storedProperties.getProperty(key));
-    }
-
-    @Test
-    public void testExecuteWithProjectPropertiesInclusion(@TempDir File testFolder)
-            throws Exception {
-        // given
-        String key = "projectPropertyKey";
-        String value = "projectPropertyValue";
-        String includedKey = "includedPropertyKey";
-        String includedValue = "includedPropertyValue";
-        Properties projectProperties = new Properties();
-        projectProperties.setProperty(key, value);
-        projectProperties.setProperty(includedKey, includedValue);
-        doReturn(projectProperties).when(mavenProject).getProperties();
-        mojo.setInclude(includedKey);
-
-        // execute
-        mojo.execute();
-
-        // assert
-        assertTrue(mojo.outputFile.exists());
-        Properties storedProperties = getStoredProperties(testFolder);
-        assertEquals(1, storedProperties.size());
-        assertTrue(storedProperties.containsKey(includedKey));
-        assertEquals(includedValue, storedProperties.getProperty(includedKey));
-    }
-
-    @Test
-    public void testExecuteIncludingPropertyKeysFromFile(@TempDir File testFolder)
-            throws Exception {
-        // given
-        String key = "projectPropertyKey";
-        String value = "projectPropertyValue";
-        String includedKey = "includedPropertyKey";
-        String includedValue = "includedPropertyValue";
-        Properties projectProperties = new Properties();
-        projectProperties.setProperty(key, value);
-        projectProperties.setProperty(includedKey, includedValue);
-        doReturn(projectProperties).when(mavenProject).getProperties();
-
-        File includedPropertiesFile = new File(testFolder, "included.properties");
-        Properties includedProperties = new Properties();
-        includedProperties.setProperty(includedKey, "irrelevantValue");
-        includedProperties.store(new FileWriter(includedPropertiesFile), null);
-
-        mojo.setIncludePropertyKeysFromFiles(
-                new String[] {includedPropertiesFile.getAbsolutePath()});
-
-        // execute
-        mojo.execute();
-
-        // assert
-        assertTrue(mojo.outputFile.exists());
-        Properties storedProperties = getStoredProperties(testFolder);
-        assertEquals(1, storedProperties.size());
-        assertTrue(storedProperties.containsKey(includedKey));
-        assertEquals(includedValue, storedProperties.getProperty(includedKey));
-    }
-
-    @Test
-    public void testExecuteIncludingPropertyKeysFromClasspathResource(@TempDir File testFolder)
-            throws Exception {
-        // given
-        String key = "projectPropertyKey";
-        String value = "projectPropertyValue";
-        String includedKey = "includedPropertyKey";
-        String includedValue = "includedPropertyValue";
-        Properties projectProperties = new Properties();
-        projectProperties.setProperty(key, value);
-        projectProperties.setProperty(includedKey, includedValue);
-        doReturn(projectProperties).when(mavenProject).getProperties();
-
-        mojo.setIncludePropertyKeysFromFiles(
-                new String[] {"/eu/dnetlib/maven/plugin/properties/included.properties"});
-
-        // execute
-        mojo.execute();
-
-        // assert
-        assertTrue(mojo.outputFile.exists());
-        Properties storedProperties = getStoredProperties(testFolder);
-        assertEquals(1, storedProperties.size());
-        assertTrue(storedProperties.containsKey(includedKey));
-        assertEquals(includedValue, storedProperties.getProperty(includedKey));
-    }
-
-    @Test
-    public void testExecuteIncludingPropertyKeysFromBlankLocation() {
-        // given
-        String key = "projectPropertyKey";
-        String value = "projectPropertyValue";
-        String includedKey = "includedPropertyKey";
-        String includedValue = "includedPropertyValue";
-        Properties projectProperties = new Properties();
-        projectProperties.setProperty(key, value);
-        projectProperties.setProperty(includedKey, includedValue);
-        doReturn(projectProperties).when(mavenProject).getProperties();
-
-        mojo.setIncludePropertyKeysFromFiles(new String[] {""});
-
-        // execute
-        Assertions.assertThrows(MojoExecutionException.class, () -> mojo.execute());
-    }
-
-    @Test
-    public void testExecuteIncludingPropertyKeysFromXmlFile(@TempDir File testFolder)
-            throws Exception {
-        // given
-        String key = "projectPropertyKey";
-        String value = "projectPropertyValue";
-        String includedKey = "includedPropertyKey";
-        String includedValue = "includedPropertyValue";
-        Properties projectProperties = new Properties();
-        projectProperties.setProperty(key, value);
-        projectProperties.setProperty(includedKey, includedValue);
-        doReturn(projectProperties).when(mavenProject).getProperties();
-
-        File includedPropertiesFile = new File(testFolder, "included.xml");
-        Properties includedProperties = new Properties();
-        includedProperties.setProperty(includedKey, "irrelevantValue");
-        includedProperties.storeToXML(new FileOutputStream(includedPropertiesFile), null);
-
-        mojo.setIncludePropertyKeysFromFiles(
-                new String[] {includedPropertiesFile.getAbsolutePath()});
-
-        // execute
-        mojo.execute();
-
-        // assert
-        assertTrue(mojo.outputFile.exists());
-        Properties storedProperties = getStoredProperties(testFolder);
-        assertEquals(1, storedProperties.size());
-        assertTrue(storedProperties.containsKey(includedKey));
-        assertEquals(includedValue, storedProperties.getProperty(includedKey));
-    }
-
-    @Test
-    public void testExecuteIncludingPropertyKeysFromInvalidXmlFile(@TempDir File testFolder)
-            throws Exception {
-        // given
-        String key = "projectPropertyKey";
-        String value = "projectPropertyValue";
-        String includedKey = "includedPropertyKey";
-        String includedValue = "includedPropertyValue";
-        Properties projectProperties = new Properties();
-        projectProperties.setProperty(key, value);
-        projectProperties.setProperty(includedKey, includedValue);
-        doReturn(projectProperties).when(mavenProject).getProperties();
-
-        File includedPropertiesFile = new File(testFolder, "included.xml");
-        Properties includedProperties = new Properties();
-        includedProperties.setProperty(includedKey, "irrelevantValue");
-        includedProperties.store(new FileOutputStream(includedPropertiesFile), null);
-
-        mojo.setIncludePropertyKeysFromFiles(
-                new String[] {includedPropertiesFile.getAbsolutePath()});
-
-        // execute
-        Assertions.assertThrows(MojoExecutionException.class, () -> mojo.execute());
-    }
-
-    @Test
-    public void testExecuteWithQuietModeOn(@TempDir File testFolder) throws Exception {
-        // given
-        mojo.setQuiet(true);
-        mojo.setIncludePropertyKeysFromFiles(new String[] {"invalid location"});
-
-        // execute
-        mojo.execute();
-
-        // assert
-        assertTrue(mojo.outputFile.exists());
-        Properties storedProperties = getStoredProperties(testFolder);
-        assertEquals(0, storedProperties.size());
-    }
-
-    @Test
-    public void testExecuteIncludingPropertyKeysFromInvalidFile() {
-        // given
-        mojo.setIncludePropertyKeysFromFiles(new String[] {"invalid location"});
-
-        // execute
-        Assertions.assertThrows(MojoExecutionException.class, () -> mojo.execute());
-    }
-
-    @Test
-    public void testExecuteWithEnvironmentProperties(@TempDir File testFolder) throws Exception {
-        // given
-        mojo.setIncludeEnvironmentVariables(true);
-
-        // execute
-        mojo.execute();
-
-        // assert
-        assertTrue(mojo.outputFile.exists());
-        Properties storedProperties = getStoredProperties(testFolder);
-        assertTrue(storedProperties.size() > 0);
-        for (Object currentKey : storedProperties.keySet()) {
-            assertTrue(((String) currentKey).startsWith(PROPERTY_PREFIX_ENV));
-        }
-    }
-
-    @Test
-    public void testExecuteWithSystemProperties(@TempDir File testFolder) throws Exception {
-        // given
-        String key = "systemPropertyKey";
-        String value = "systemPropertyValue";
-        System.setProperty(key, value);
-        mojo.setIncludeSystemProperties(true);
-
-        // execute
-        mojo.execute();
-
-        // assert
-        assertTrue(mojo.outputFile.exists());
-        Properties storedProperties = getStoredProperties(testFolder);
-        assertTrue(storedProperties.size() > 0);
-        assertTrue(storedProperties.containsKey(key));
-        assertEquals(value, storedProperties.getProperty(key));
-    }
-
-    @Test
-    public void testExecuteWithSystemPropertiesAndEscapeChars(@TempDir File testFolder)
-            throws Exception {
-        // given
-        String key = "systemPropertyKey ";
-        String value = "systemPropertyValue";
-        System.setProperty(key, value);
-        mojo.setIncludeSystemProperties(true);
-        String escapeChars = "cr,lf,tab,|";
-        mojo.setEscapeChars(escapeChars);
-
-        // execute
-        mojo.execute();
-
-        // assert
-        assertTrue(mojo.outputFile.exists());
-        Properties storedProperties = getStoredProperties(testFolder);
-        assertTrue(storedProperties.size() > 0);
-        assertFalse(storedProperties.containsKey(key));
-        assertTrue(storedProperties.containsKey(key.trim()));
-        assertEquals(value, storedProperties.getProperty(key.trim()));
-    }
-
-    // ----------------------------------- PRIVATE -------------------------------------------
-
-    private File getPropertiesFileLocation(File testFolder) {
-        return new File(testFolder, "test.properties");
-    }
-
-    private Properties getStoredProperties(File testFolder)
-            throws FileNotFoundException, IOException {
-        Properties properties = new Properties();
-        properties.load(new FileInputStream(getPropertiesFileLocation(testFolder)));
-        return properties;
-    }
+  private Properties getStoredProperties(File testFolder)
+      throws FileNotFoundException, IOException {
+    Properties properties = new Properties();
+    properties.load(new FileInputStream(getPropertiesFileLocation(testFolder)));
+    return properties;
+  }
 }
diff --git a/dhp-build/dhp-code-style/pom.xml b/dhp-build/dhp-code-style/pom.xml
new file mode 100644
index 0000000000..830723c9f6
--- /dev/null
+++ b/dhp-build/dhp-code-style/pom.xml
@@ -0,0 +1,18 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project xmlns="http://maven.apache.org/POM/4.0.0"
+         xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+         xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
+
+    <modelVersion>4.0.0</modelVersion>
+
+    <groupId>eu.dnetlib.dhp</groupId>
+    <artifactId>dhp-code-style</artifactId>
+    <version>1.1.7-SNAPSHOT</version>
+
+    <packaging>jar</packaging>
+
+    <properties>
+        <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
+    </properties>
+
+</project>
\ No newline at end of file
diff --git a/dhp-build/dhp-code-style/src/main/resources/eclipse/formatter_aosp.xml b/dhp-build/dhp-code-style/src/main/resources/eclipse/formatter_aosp.xml
new file mode 100644
index 0000000000..d58709f748
--- /dev/null
+++ b/dhp-build/dhp-code-style/src/main/resources/eclipse/formatter_aosp.xml
@@ -0,0 +1,252 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<profiles version="10">
+    <profile kind="CodeFormatterProfile" name="Android" version="10">
+        <setting id="org.eclipse.jdt.core.formatter.align_type_members_on_columns" value="false"/>
+        <setting id="org.eclipse.jdt.core.formatter.alignment_for_arguments_in_allocation_expression" value="16"/>
+        <setting id="org.eclipse.jdt.core.formatter.alignment_for_arguments_in_enum_constant" value="16"/>
+        <setting id="org.eclipse.jdt.core.formatter.alignment_for_arguments_in_explicit_constructor_call" value="16"/>
+        <setting id="org.eclipse.jdt.core.formatter.alignment_for_arguments_in_method_invocation" value="16"/>
+        <setting id="org.eclipse.jdt.core.formatter.alignment_for_arguments_in_qualified_allocation_expression" value="16"/>
+        <setting id="org.eclipse.jdt.core.formatter.alignment_for_assignment" value="0"/>
+        <setting id="org.eclipse.jdt.core.formatter.alignment_for_binary_expression" value="16"/>
+        <setting id="org.eclipse.jdt.core.formatter.alignment_for_compact_if" value="16"/>
+        <setting id="org.eclipse.jdt.core.formatter.alignment_for_conditional_expression" value="80"/>
+        <setting id="org.eclipse.jdt.core.formatter.alignment_for_enum_constants" value="0"/>
+        <setting id="org.eclipse.jdt.core.formatter.alignment_for_expressions_in_array_initializer" value="16"/>
+        <setting id="org.eclipse.jdt.core.formatter.alignment_for_multiple_fields" value="16"/>
+        <setting id="org.eclipse.jdt.core.formatter.alignment_for_parameters_in_constructor_declaration" value="16"/>
+        <setting id="org.eclipse.jdt.core.formatter.alignment_for_parameters_in_method_declaration" value="16"/>
+        <setting id="org.eclipse.jdt.core.formatter.alignment_for_selector_in_method_invocation" value="16"/>
+        <setting id="org.eclipse.jdt.core.formatter.alignment_for_superclass_in_type_declaration" value="16"/>
+        <setting id="org.eclipse.jdt.core.formatter.alignment_for_superinterfaces_in_enum_declaration" value="16"/>
+        <setting id="org.eclipse.jdt.core.formatter.alignment_for_superinterfaces_in_type_declaration" value="16"/>
+        <setting id="org.eclipse.jdt.core.formatter.alignment_for_throws_clause_in_constructor_declaration" value="16"/>
+        <setting id="org.eclipse.jdt.core.formatter.alignment_for_throws_clause_in_method_declaration" value="16"/>
+        <setting id="org.eclipse.jdt.core.formatter.blank_lines_after_imports" value="1"/>
+        <setting id="org.eclipse.jdt.core.formatter.blank_lines_after_package" value="1"/>
+        <setting id="org.eclipse.jdt.core.formatter.blank_lines_before_field" value="0"/>
+        <setting id="org.eclipse.jdt.core.formatter.blank_lines_before_first_class_body_declaration" value="0"/>
+        <setting id="org.eclipse.jdt.core.formatter.blank_lines_before_imports" value="1"/>
+        <setting id="org.eclipse.jdt.core.formatter.blank_lines_before_member_type" value="1"/>
+        <setting id="org.eclipse.jdt.core.formatter.blank_lines_before_method" value="1"/>
+        <setting id="org.eclipse.jdt.core.formatter.blank_lines_before_new_chunk" value="1"/>
+        <setting id="org.eclipse.jdt.core.formatter.blank_lines_before_package" value="1"/>
+        <setting id="org.eclipse.jdt.core.formatter.blank_lines_between_type_declarations" value="1"/>
+        <setting id="org.eclipse.jdt.core.formatter.brace_position_for_annotation_type_declaration" value="end_of_line"/>
+        <setting id="org.eclipse.jdt.core.formatter.brace_position_for_anonymous_type_declaration" value="end_of_line"/>
+        <setting id="org.eclipse.jdt.core.formatter.brace_position_for_array_initializer" value="end_of_line"/>
+        <setting id="org.eclipse.jdt.core.formatter.brace_position_for_block" value="end_of_line"/>
+        <setting id="org.eclipse.jdt.core.formatter.brace_position_for_block_in_case" value="end_of_line"/>
+        <setting id="org.eclipse.jdt.core.formatter.brace_position_for_constructor_declaration" value="end_of_line"/>
+        <setting id="org.eclipse.jdt.core.formatter.brace_position_for_enum_constant" value="end_of_line"/>
+        <setting id="org.eclipse.jdt.core.formatter.brace_position_for_enum_declaration" value="end_of_line"/>
+        <setting id="org.eclipse.jdt.core.formatter.brace_position_for_method_declaration" value="end_of_line"/>
+        <setting id="org.eclipse.jdt.core.formatter.brace_position_for_switch" value="end_of_line"/>
+        <setting id="org.eclipse.jdt.core.formatter.brace_position_for_type_declaration" value="end_of_line"/>
+        <setting id="org.eclipse.jdt.core.formatter.comment.clear_blank_lines" value="true"/>
+        <setting id="org.eclipse.jdt.core.formatter.comment.format_comments" value="true"/>
+        <setting id="org.eclipse.jdt.core.formatter.comment.format_header" value="false"/>
+        <setting id="org.eclipse.jdt.core.formatter.comment.format_html" value="true"/>
+        <setting id="org.eclipse.jdt.core.formatter.comment.format_source_code" value="true"/>
+        <setting id="org.eclipse.jdt.core.formatter.comment.indent_parameter_description" value="true"/>
+        <setting id="org.eclipse.jdt.core.formatter.comment.indent_root_tags" value="true"/>
+        <setting id="org.eclipse.jdt.core.formatter.comment.insert_new_line_before_root_tags" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.comment.insert_new_line_for_parameter" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.comment.line_length" value="120"/>
+        <setting id="org.eclipse.jdt.core.formatter.compact_else_if" value="true"/>
+        <setting id="org.eclipse.jdt.core.formatter.continuation_indentation" value="2"/>
+        <setting id="org.eclipse.jdt.core.formatter.continuation_indentation_for_array_initializer" value="2"/>
+        <setting id="org.eclipse.jdt.core.formatter.format_guardian_clause_on_one_line" value="false"/>
+        <setting id="org.eclipse.jdt.core.formatter.indent_body_declarations_compare_to_annotation_declaration_header" value="true"/>
+        <setting id="org.eclipse.jdt.core.formatter.indent_body_declarations_compare_to_enum_constant_header" value="true"/>
+        <setting id="org.eclipse.jdt.core.formatter.indent_body_declarations_compare_to_enum_declaration_header" value="true"/>
+        <setting id="org.eclipse.jdt.core.formatter.indent_body_declarations_compare_to_type_header" value="true"/>
+        <setting id="org.eclipse.jdt.core.formatter.indent_breaks_compare_to_cases" value="true"/>
+        <setting id="org.eclipse.jdt.core.formatter.indent_empty_lines" value="false"/>
+        <setting id="org.eclipse.jdt.core.formatter.indent_statements_compare_to_block" value="true"/>
+        <setting id="org.eclipse.jdt.core.formatter.indent_statements_compare_to_body" value="true"/>
+        <setting id="org.eclipse.jdt.core.formatter.indent_switchstatements_compare_to_cases" value="true"/>
+        <setting id="org.eclipse.jdt.core.formatter.indent_switchstatements_compare_to_switch" value="true"/>
+        <setting id="org.eclipse.jdt.core.formatter.indentation.size" value="4"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_new_line_after_annotation" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_new_line_after_opening_brace_in_array_initializer" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_new_line_at_end_of_file_if_missing" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_new_line_before_catch_in_try_statement" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_new_line_before_closing_brace_in_array_initializer" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_new_line_before_else_in_if_statement" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_new_line_before_finally_in_try_statement" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_new_line_before_while_in_do_statement" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_new_line_in_empty_annotation_declaration" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_new_line_in_empty_anonymous_type_declaration" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_new_line_in_empty_block" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_new_line_in_empty_enum_constant" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_new_line_in_empty_enum_declaration" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_new_line_in_empty_method_body" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_new_line_in_empty_type_declaration" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_and_in_type_parameter" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_assignment_operator" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_at_in_annotation" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_at_in_annotation_type_declaration" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_binary_operator" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_closing_angle_bracket_in_type_arguments" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_closing_angle_bracket_in_type_parameters" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_closing_brace_in_block" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_closing_paren_in_cast" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_colon_in_assert" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_colon_in_case" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_colon_in_conditional" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_colon_in_for" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_colon_in_labeled_statement" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_comma_in_allocation_expression" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_comma_in_annotation" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_comma_in_array_initializer" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_comma_in_constructor_declaration_parameters" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_comma_in_constructor_declaration_throws" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_comma_in_enum_constant_arguments" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_comma_in_enum_declarations" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_comma_in_explicitconstructorcall_arguments" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_comma_in_for_increments" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_comma_in_for_inits" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_comma_in_method_declaration_parameters" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_comma_in_method_declaration_throws" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_comma_in_method_invocation_arguments" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_comma_in_multiple_field_declarations" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_comma_in_multiple_local_declarations" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_comma_in_parameterized_type_reference" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_comma_in_superinterfaces" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_comma_in_type_arguments" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_comma_in_type_parameters" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_ellipsis" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_opening_angle_bracket_in_parameterized_type_reference" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_opening_angle_bracket_in_type_arguments" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_opening_angle_bracket_in_type_parameters" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_opening_brace_in_array_initializer" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_opening_bracket_in_array_allocation_expression" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_opening_bracket_in_array_reference" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_opening_paren_in_annotation" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_opening_paren_in_cast" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_opening_paren_in_catch" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_opening_paren_in_constructor_declaration" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_opening_paren_in_enum_constant" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_opening_paren_in_for" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_opening_paren_in_if" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_opening_paren_in_method_declaration" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_opening_paren_in_method_invocation" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_opening_paren_in_parenthesized_expression" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_opening_paren_in_switch" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_opening_paren_in_synchronized" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_opening_paren_in_while" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_postfix_operator" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_prefix_operator" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_question_in_conditional" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_question_in_wildcard" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_semicolon_in_for" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_unary_operator" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_and_in_type_parameter" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_assignment_operator" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_at_in_annotation_type_declaration" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_binary_operator" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_closing_angle_bracket_in_parameterized_type_reference" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_closing_angle_bracket_in_type_arguments" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_closing_angle_bracket_in_type_parameters" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_closing_brace_in_array_initializer" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_closing_bracket_in_array_allocation_expression" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_closing_bracket_in_array_reference" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_closing_paren_in_annotation" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_closing_paren_in_cast" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_closing_paren_in_catch" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_closing_paren_in_constructor_declaration" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_closing_paren_in_enum_constant" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_closing_paren_in_for" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_closing_paren_in_if" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_closing_paren_in_method_declaration" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_closing_paren_in_method_invocation" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_closing_paren_in_parenthesized_expression" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_closing_paren_in_switch" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_closing_paren_in_synchronized" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_closing_paren_in_while" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_colon_in_assert" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_colon_in_case" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_colon_in_conditional" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_colon_in_default" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_colon_in_for" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_colon_in_labeled_statement" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_comma_in_allocation_expression" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_comma_in_annotation" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_comma_in_array_initializer" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_comma_in_constructor_declaration_parameters" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_comma_in_constructor_declaration_throws" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_comma_in_enum_constant_arguments" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_comma_in_enum_declarations" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_comma_in_explicitconstructorcall_arguments" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_comma_in_for_increments" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_comma_in_for_inits" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_comma_in_method_declaration_parameters" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_comma_in_method_declaration_throws" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_comma_in_method_invocation_arguments" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_comma_in_multiple_field_declarations" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_comma_in_multiple_local_declarations" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_comma_in_parameterized_type_reference" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_comma_in_superinterfaces" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_comma_in_type_arguments" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_comma_in_type_parameters" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_ellipsis" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_opening_angle_bracket_in_parameterized_type_reference" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_opening_angle_bracket_in_type_arguments" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_opening_angle_bracket_in_type_parameters" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_opening_brace_in_annotation_type_declaration" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_opening_brace_in_anonymous_type_declaration" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_opening_brace_in_array_initializer" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_opening_brace_in_block" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_opening_brace_in_constructor_declaration" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_opening_brace_in_enum_constant" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_opening_brace_in_enum_declaration" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_opening_brace_in_method_declaration" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_opening_brace_in_switch" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_opening_brace_in_type_declaration" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_opening_bracket_in_array_allocation_expression" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_opening_bracket_in_array_reference" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_opening_bracket_in_array_type_reference" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_opening_paren_in_annotation" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_opening_paren_in_annotation_type_member_declaration" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_opening_paren_in_catch" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_opening_paren_in_constructor_declaration" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_opening_paren_in_enum_constant" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_opening_paren_in_for" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_opening_paren_in_if" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_opening_paren_in_method_declaration" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_opening_paren_in_method_invocation" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_opening_paren_in_parenthesized_expression" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_opening_paren_in_switch" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_opening_paren_in_synchronized" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_opening_paren_in_while" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_parenthesized_expression_in_return" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_postfix_operator" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_prefix_operator" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_question_in_conditional" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_question_in_wildcard" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_semicolon" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_semicolon_in_for" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_unary_operator" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_between_brackets_in_array_type_reference" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_between_empty_braces_in_array_initializer" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_between_empty_brackets_in_array_allocation_expression" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_between_empty_parens_in_annotation_type_member_declaration" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_between_empty_parens_in_constructor_declaration" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_between_empty_parens_in_enum_constant" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_between_empty_parens_in_method_declaration" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_between_empty_parens_in_method_invocation" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.keep_else_statement_on_same_line" value="false"/>
+        <setting id="org.eclipse.jdt.core.formatter.keep_empty_array_initializer_on_one_line" value="false"/>
+        <setting id="org.eclipse.jdt.core.formatter.keep_imple_if_on_one_line" value="false"/>
+        <setting id="org.eclipse.jdt.core.formatter.keep_then_statement_on_same_line" value="false"/>
+        <setting id="org.eclipse.jdt.core.formatter.lineSplit" value="100"/>
+        <setting id="org.eclipse.jdt.core.formatter.number_of_blank_lines_at_beginning_of_method_body" value="0"/>
+        <setting id="org.eclipse.jdt.core.formatter.number_of_empty_lines_to_preserve" value="1"/>
+        <setting id="org.eclipse.jdt.core.formatter.put_empty_statement_on_new_line" value="true"/>
+        <setting id="org.eclipse.jdt.core.formatter.tabulation.char" value="tab"/>
+        <setting id="org.eclipse.jdt.core.formatter.tabulation.size" value="4"/>
+        <setting id="org.eclipse.jdt.core.formatter.use_tabs_only_for_leading_indentations" value="false"/>
+        <setting id="org.eclipse.jdt.core.formatter.join_wrapped_lines" value="false"/>
+    </profile>
+</profiles>
\ No newline at end of file
diff --git a/dhp-build/dhp-code-style/src/main/resources/eclipse/formatter_dnet.xml b/dhp-build/dhp-code-style/src/main/resources/eclipse/formatter_dnet.xml
new file mode 100644
index 0000000000..fcba2c4b29
--- /dev/null
+++ b/dhp-build/dhp-code-style/src/main/resources/eclipse/formatter_dnet.xml
@@ -0,0 +1,727 @@
+<?xml version="1.0" encoding="UTF-8" standalone="no"?>
+<profiles version="18">
+    <profile kind="CodeFormatterProfile" name="Android_custom" version="18">
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_ellipsis" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_comma_in_enum_declarations" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_comma_in_allocation_expression" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_at_in_annotation_type_declaration" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.parentheses_positions_in_for_statment" value="common_lines"/>
+        <setting id="org.eclipse.jdt.core.formatter.comment.new_lines_at_block_boundaries" value="true"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_logical_operator" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_comma_in_constructor_declaration_parameters" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.comment.insert_new_line_for_parameter" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_new_line_after_annotation_on_package" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.parentheses_positions_in_method_invocation" value="common_lines"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_between_empty_parens_in_enum_constant" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.blank_lines_after_imports" value="1"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_closing_paren_in_while" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.comment.insert_new_line_before_root_tags" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_between_empty_parens_in_annotation_type_member_declaration" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_comma_in_method_declaration_throws" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.parentheses_positions_in_switch_statement" value="common_lines"/>
+        <setting id="org.eclipse.jdt.core.formatter.comment.format_javadoc_comments" value="true"/>
+        <setting id="org.eclipse.jdt.core.formatter.indentation.size" value="4"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_postfix_operator" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.parentheses_positions_in_enum_constant_declaration" value="common_lines"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_comma_in_for_increments" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_comma_in_type_arguments" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_arrow_in_switch_default" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_comma_in_for_inits" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_semicolon_in_for" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.align_with_spaces" value="false"/>
+        <setting id="org.eclipse.jdt.core.formatter.disabling_tag" value="@formatter:off"/>
+        <setting id="org.eclipse.jdt.core.formatter.continuation_indentation" value="1"/>
+        <setting id="org.eclipse.jdt.core.formatter.number_of_blank_lines_before_code_block" value="0"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_comma_in_switch_case_expressions" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.alignment_for_enum_constants" value="0"/>
+        <setting id="org.eclipse.jdt.core.formatter.blank_lines_before_imports" value="1"/>
+        <setting id="org.eclipse.jdt.core.formatter.number_of_blank_lines_at_end_of_method_body" value="0"/>
+        <setting id="org.eclipse.jdt.core.formatter.blank_lines_after_package" value="1"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_comma_in_multiple_local_declarations" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.parentheses_positions_in_if_while_statement" value="common_lines"/>
+        <setting id="org.eclipse.jdt.core.formatter.alignment_for_arguments_in_enum_constant" value="16"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_opening_angle_bracket_in_parameterized_type_reference" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.comment.indent_root_tags" value="true"/>
+        <setting id="org.eclipse.jdt.core.formatter.wrap_before_or_operator_multicatch" value="true"/>
+        <setting id="org.eclipse.jdt.core.formatter.enabling_tag" value="@formatter:on"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_closing_brace_in_block" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.comment.count_line_length_from_starting_position" value="false"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_parenthesized_expression_in_return" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.alignment_for_throws_clause_in_method_declaration" value="16"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_new_line_after_annotation_on_parameter" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_arrow_in_switch_case" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.wrap_before_multiplicative_operator" value="true"/>
+        <setting id="org.eclipse.jdt.core.formatter.keep_then_statement_on_same_line" value="false"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_new_line_after_annotation_on_field" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_comma_in_explicitconstructorcall_arguments" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_prefix_operator" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.blank_lines_between_type_declarations" value="1"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_closing_brace_in_array_initializer" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_closing_paren_in_for" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_opening_paren_in_catch" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_opening_angle_bracket_in_type_arguments" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_new_line_after_annotation_on_method" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_opening_paren_in_switch" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.alignment_for_parameterized_type_references" value="0"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_opening_brace_in_anonymous_type_declaration" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.alignment_for_logical_operator" value="16"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_closing_paren_in_parenthesized_expression" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.keep_annotation_declaration_on_one_line" value="one_line_never"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_new_line_after_annotation_on_enum_constant" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_multiplicative_operator" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.never_indent_line_comments_on_first_column" value="false"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_and_in_type_parameter" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_comma_in_for_inits" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.indent_statements_compare_to_block" value="true"/>
+        <setting id="org.eclipse.jdt.core.formatter.brace_position_for_anonymous_type_declaration" value="end_of_line"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_question_in_wildcard" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_opening_paren_in_annotation" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_comma_in_method_invocation_arguments" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_opening_brace_in_switch" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.comment.align_tags_descriptions_grouped" value="false"/>
+        <setting id="org.eclipse.jdt.core.formatter.comment.line_length" value="120"/>
+        <setting id="org.eclipse.jdt.core.formatter.use_on_off_tags" value="false"/>
+        <setting id="org.eclipse.jdt.core.formatter.keep_method_body_on_one_line" value="one_line_never"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_between_empty_brackets_in_array_allocation_expression" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.keep_loop_body_block_on_one_line" value="one_line_never"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_opening_brace_in_enum_constant" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_between_empty_parens_in_method_invocation" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_assignment_operator" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_opening_brace_in_type_declaration" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_opening_paren_in_for" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.comment.preserve_white_space_between_code_and_line_comments" value="false"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_new_line_after_annotation_on_local_variable" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.brace_position_for_method_declaration" value="end_of_line"/>
+        <setting id="org.eclipse.jdt.core.formatter.blank_lines_before_abstract_method" value="1"/>
+        <setting id="org.eclipse.jdt.core.formatter.keep_enum_constant_declaration_on_one_line" value="one_line_never"/>
+        <setting id="org.eclipse.jdt.core.formatter.align_variable_declarations_on_columns" value="false"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_closing_paren_in_method_invocation" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.alignment_for_union_type_in_multicatch" value="16"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_colon_in_for" value="insert"/>
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+        <setting id="org.eclipse.jdt.core.formatter.blank_lines_before_first_class_body_declaration" value="1"/>
+        <setting id="org.eclipse.jdt.core.formatter.alignment_for_conditional_expression" value="80"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_new_line_before_closing_brace_in_array_initializer" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_comma_in_constructor_declaration_parameters" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.format_guardian_clause_on_one_line" value="true"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_opening_paren_in_if" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.align_assignment_statements_on_columns" value="false"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_new_line_after_annotation_on_type" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_opening_brace_in_block" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.brace_position_for_enum_declaration" value="end_of_line"/>
+        <setting id="org.eclipse.jdt.core.formatter.brace_position_for_block_in_case" value="end_of_line"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_arrow_in_switch_default" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_closing_paren_in_constructor_declaration" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.comment.insert_new_line_between_different_tags" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.alignment_for_conditional_expression_chain" value="0"/>
+        <setting id="org.eclipse.jdt.core.formatter.comment.format_header" value="true"/>
+        <setting id="org.eclipse.jdt.core.formatter.alignment_for_arguments_in_allocation_expression" value="16"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_additive_operator" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_opening_paren_in_method_invocation" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_opening_paren_in_while" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_closing_paren_in_switch" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.alignment_for_method_declaration" value="0"/>
+        <setting id="org.eclipse.jdt.core.formatter.join_wrapped_lines" value="false"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_between_empty_parens_in_constructor_declaration" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.wrap_before_conditional_operator" value="true"/>
+        <setting id="org.eclipse.jdt.core.formatter.indent_switchstatements_compare_to_cases" value="true"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_closing_bracket_in_array_allocation_expression" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_closing_paren_in_synchronized" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.alignment_for_shift_operator" value="0"/>
+        <setting id="org.eclipse.jdt.core.formatter.align_fields_grouping_blank_lines" value="2147483647"/>
+        <setting id="org.eclipse.jdt.core.formatter.comment.new_lines_at_javadoc_boundaries" value="true"/>
+        <setting id="org.eclipse.jdt.core.formatter.alignment_for_bitwise_operator" value="16"/>
+        <setting id="org.eclipse.jdt.core.formatter.brace_position_for_annotation_type_declaration" value="end_of_line"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_colon_in_for" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.alignment_for_resources_in_try" value="80"/>
+        <setting id="org.eclipse.jdt.core.formatter.use_tabs_only_for_leading_indentations" value="false"/>
+        <setting id="org.eclipse.jdt.core.formatter.parentheses_positions_in_try_clause" value="common_lines"/>
+        <setting id="org.eclipse.jdt.core.formatter.alignment_for_selector_in_method_invocation" value="80"/>
+        <setting id="org.eclipse.jdt.core.formatter.never_indent_block_comments_on_first_column" value="false"/>
+        <setting id="org.eclipse.jdt.core.formatter.keep_code_block_on_one_line" value="one_line_if_empty"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_opening_paren_in_synchronized" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_comma_in_constructor_declaration_throws" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.tabulation.size" value="4"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_bitwise_operator" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_comma_in_allocation_expression" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_opening_bracket_in_array_reference" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_colon_in_conditional" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.comment.format_source_code" value="true"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_opening_brace_in_array_initializer" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_closing_paren_in_try" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_semicolon_in_try_resources" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.blank_lines_before_field" value="0"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_at_in_annotation" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.continuation_indentation_for_array_initializer" value="1"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_question_in_wildcard" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.blank_lines_before_method" value="1"/>
+        <setting id="org.eclipse.jdt.core.formatter.alignment_for_superclass_in_type_declaration" value="16"/>
+        <setting id="org.eclipse.jdt.core.formatter.alignment_for_superinterfaces_in_enum_declaration" value="16"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_parenthesized_expression_in_throw" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.wrap_before_assignment_operator" value="false"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_colon_in_labeled_statement" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_not_operator" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.brace_position_for_switch" value="end_of_line"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_comma_in_superinterfaces" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_comma_in_method_declaration_parameters" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_new_line_after_type_annotation" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_opening_brace_in_array_initializer" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_opening_paren_in_parenthesized_expression" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.comment.format_html" value="true"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_at_in_annotation_type_declaration" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_closing_angle_bracket_in_type_parameters" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.parentheses_positions_in_method_delcaration" value="common_lines"/>
+        <setting id="org.eclipse.jdt.core.formatter.alignment_for_compact_if" value="16"/>
+        <setting id="org.eclipse.jdt.core.formatter.keep_lambda_body_block_on_one_line" value="one_line_if_empty"/>
+        <setting id="org.eclipse.jdt.core.formatter.indent_empty_lines" value="false"/>
+        <setting id="org.eclipse.jdt.core.formatter.alignment_for_type_arguments" value="0"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_comma_in_parameterized_type_reference" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_unary_operator" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_opening_paren_in_enum_constant" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.alignment_for_arguments_in_annotation" value="0"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_comma_in_enum_declarations" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.keep_empty_array_initializer_on_one_line" value="false"/>
+        <setting id="org.eclipse.jdt.core.formatter.indent_switchstatements_compare_to_switch" value="false"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_new_line_before_else_in_if_statement" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_assignment_operator" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_opening_paren_in_constructor_declaration" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.blank_lines_before_new_chunk" value="1"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_new_line_after_label" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.indent_body_declarations_compare_to_enum_declaration_header" value="true"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_opening_bracket_in_array_allocation_expression" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_opening_paren_in_constructor_declaration" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_colon_in_conditional" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_opening_angle_bracket_in_parameterized_type_reference" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_comma_in_method_declaration_parameters" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_closing_angle_bracket_in_type_arguments" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_closing_paren_in_cast" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_arrow_in_switch_case" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_colon_in_assert" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.blank_lines_before_member_type" value="1"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_new_line_before_while_in_do_statement" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_logical_operator" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_opening_bracket_in_array_type_reference" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_closing_angle_bracket_in_parameterized_type_reference" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.alignment_for_arguments_in_qualified_allocation_expression" value="16"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_new_line_after_opening_brace_in_array_initializer" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.indent_breaks_compare_to_cases" value="true"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_closing_paren_in_method_declaration" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.wrap_before_bitwise_operator" value="true"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_opening_paren_in_if" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_semicolon" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.wrap_before_relational_operator" value="true"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_postfix_operator" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_opening_paren_in_try" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_opening_angle_bracket_in_type_arguments" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_opening_paren_in_cast" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.comment.format_block_comments" value="true"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_lambda_arrow" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_opening_paren_in_method_declaration" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.comment.indent_tag_description" value="false"/>
+        <setting id="org.eclipse.jdt.core.formatter.keep_imple_if_on_one_line" value="true"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_opening_brace_in_enum_declaration" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.alignment_for_parameters_in_method_declaration" value="80"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_between_brackets_in_array_type_reference" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_opening_angle_bracket_in_type_parameters" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.alignment_for_string_concatenation" value="16"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_semicolon_in_for" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_comma_in_method_declaration_throws" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_opening_bracket_in_array_allocation_expression" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.blank_lines_after_last_class_body_declaration" value="0"/>
+        <setting id="org.eclipse.jdt.core.formatter.indent_statements_compare_to_body" value="true"/>
+        <setting id="org.eclipse.jdt.core.formatter.alignment_for_multiple_fields" value="16"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_comma_in_enum_constant_arguments" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.keep_simple_while_body_on_same_line" value="false"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_prefix_operator" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.brace_position_for_array_initializer" value="end_of_line"/>
+        <setting id="org.eclipse.jdt.core.formatter.wrap_before_logical_operator" value="true"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_shift_operator" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_opening_brace_in_method_declaration" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_comma_in_type_parameters" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_closing_paren_in_catch" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.blank_lines_between_statement_group_in_switch" value="0"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_closing_bracket_in_array_reference" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_comma_in_annotation" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_comma_in_enum_constant_arguments" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.parentheses_positions_in_lambda_declaration" value="common_lines"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_shift_operator" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_between_empty_braces_in_array_initializer" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_colon_in_case" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_comma_in_multiple_local_declarations" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.keep_simple_do_while_body_on_same_line" value="false"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_opening_brace_in_annotation_type_declaration" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_opening_bracket_in_array_reference" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.keep_enum_declaration_on_one_line" value="one_line_if_empty"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_opening_paren_in_method_declaration" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.wrap_outer_expressions_when_nested" value="true"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_closing_paren_in_cast" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.brace_position_for_enum_constant" value="end_of_line"/>
+        <setting id="org.eclipse.jdt.core.formatter.brace_position_for_type_declaration" value="end_of_line"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_multiplicative_operator" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.blank_lines_before_package" value="0"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_opening_paren_in_for" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_opening_paren_in_synchronized" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_comma_in_for_increments" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_opening_paren_in_annotation_type_member_declaration" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.alignment_for_expressions_in_for_loop_header" value="0"/>
+        <setting id="org.eclipse.jdt.core.formatter.wrap_before_additive_operator" value="true"/>
+        <setting id="org.eclipse.jdt.core.formatter.keep_simple_getter_setter_on_one_line" value="false"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_opening_paren_in_while" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_closing_paren_in_enum_constant" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_comma_in_explicitconstructorcall_arguments" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_closing_paren_in_annotation" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_opening_angle_bracket_in_type_parameters" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.indent_body_declarations_compare_to_enum_constant_header" value="true"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_string_concatenation" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_lambda_arrow" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_opening_brace_in_constructor_declaration" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_comma_in_constructor_declaration_throws" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.join_lines_in_comments" value="true"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_closing_angle_bracket_in_type_parameters" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_question_in_conditional" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.comment.indent_parameter_description" value="true"/>
+        <setting id="org.eclipse.jdt.core.formatter.number_of_blank_lines_at_beginning_of_code_block" value="0"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_new_line_before_finally_in_try_statement" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.tabulation.char" value="tab"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_relational_operator" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_comma_in_multiple_field_declarations" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.wrap_before_string_concatenation" value="true"/>
+        <setting id="org.eclipse.jdt.core.formatter.blank_lines_between_import_groups" value="1"/>
+        <setting id="org.eclipse.jdt.core.formatter.lineSplit" value="160"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_opening_paren_in_annotation" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_opening_paren_in_switch" value="insert"/>
+    </profile>
+</profiles>
diff --git a/dhp-build/dhp-code-style/src/main/resources/eclipse/formatter_google.xml b/dhp-build/dhp-code-style/src/main/resources/eclipse/formatter_google.xml
new file mode 100644
index 0000000000..56e5079242
--- /dev/null
+++ b/dhp-build/dhp-code-style/src/main/resources/eclipse/formatter_google.xml
@@ -0,0 +1,337 @@
+<?xml version="1.0" encoding="UTF-8" standalone="no"?>
+<profiles version="13">
+    <profile kind="CodeFormatterProfile" name="GoogleStyle" version="13">
+        <setting id="org.eclipse.jdt.core.formatter.comment.insert_new_line_before_root_tags" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.disabling_tag" value="@formatter:off"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_comma_in_annotation" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_comma_in_type_parameters" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_opening_brace_in_type_declaration" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_comma_in_type_arguments" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.brace_position_for_anonymous_type_declaration" value="end_of_line"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_colon_in_case" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_opening_brace_in_array_initializer" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.comment.new_lines_at_block_boundaries" value="true"/>
+        <setting id="org.eclipse.jdt.core.formatter.alignment_for_cascading_method_invocation_with_arguments.count_dependent" value="16|-1|16"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_new_line_in_empty_annotation_declaration" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_opening_paren_in_annotation" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.blank_lines_before_field" value="0"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_opening_paren_in_while" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.use_on_off_tags" value="true"/>
+        <setting id="org.eclipse.jdt.core.formatter.wrap_prefer_two_fragments" value="false"/>
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+        <setting id="org.eclipse.jdt.core.formatter.insert_new_line_after_annotation_on_parameter" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_opening_angle_bracket_in_type_parameters" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_between_empty_parens_in_method_invocation" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.comment.format_javadoc_comments" value="true"/>
+        <setting id="org.eclipse.jdt.core.formatter.alignment_for_arguments_in_enum_constant" value="16"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_new_line_before_while_in_do_statement" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.alignment_for_arguments_in_enum_constant.count_dependent" value="16|-1|16"/>
+        <setting id="org.eclipse.jdt.core.formatter.comment.line_length" value="100"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_new_line_after_annotation_on_package" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.blank_lines_between_import_groups" value="0"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_comma_in_enum_constant_arguments" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_semicolon" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.brace_position_for_constructor_declaration" value="end_of_line"/>
+        <setting id="org.eclipse.jdt.core.formatter.number_of_blank_lines_at_beginning_of_method_body" value="0"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_colon_in_conditional" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.indent_body_declarations_compare_to_type_header" value="true"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_opening_paren_in_annotation_type_member_declaration" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.wrap_before_binary_operator" value="true"/>
+        <setting id="org.eclipse.jdt.core.formatter.blank_lines_between_type_declarations" value="2"/>
+        <setting id="org.eclipse.jdt.core.formatter.indent_body_declarations_compare_to_enum_declaration_header" value="true"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_closing_paren_in_synchronized" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.alignment_for_superinterfaces_in_enum_declaration" value="16"/>
+        <setting id="org.eclipse.jdt.core.formatter.indent_statements_compare_to_block" value="true"/>
+        <setting id="org.eclipse.jdt.core.formatter.join_lines_in_comments" value="true"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_question_in_conditional" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_comma_in_multiple_field_declarations" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.alignment_for_compact_if" value="16"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_comma_in_for_inits" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.indent_switchstatements_compare_to_cases" value="true"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_comma_in_array_initializer" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_colon_in_default" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_and_in_type_parameter" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_between_empty_parens_in_constructor_declaration" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.blank_lines_before_imports" value="0"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_colon_in_assert" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.alignment_for_annotations_on_field" value="1585"/>
+        <setting id="org.eclipse.jdt.core.formatter.comment.format_html" value="true"/>
+        <setting id="org.eclipse.jdt.core.formatter.alignment_for_throws_clause_in_method_declaration" value="16"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_closing_angle_bracket_in_type_parameters" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_opening_bracket_in_array_allocation_expression" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_new_line_in_empty_anonymous_type_declaration" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_colon_in_conditional" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_opening_angle_bracket_in_parameterized_type_reference" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_closing_paren_in_for" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.alignment_for_expressions_in_array_initializer.count_dependent" value="16|5|80"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_postfix_operator" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.comment.format_source_code" value="true"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_opening_paren_in_synchronized" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_comma_in_allocation_expression" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_comma_in_constructor_declaration_throws" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.alignment_for_parameters_in_method_declaration" value="16"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_closing_brace_in_array_initializer" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.compiler.codegen.targetPlatform" value="1.7"/>
+        <setting id="org.eclipse.jdt.core.formatter.alignment_for_resources_in_try" value="80"/>
+        <setting id="org.eclipse.jdt.core.formatter.use_tabs_only_for_leading_indentations" value="false"/>
+        <setting id="org.eclipse.jdt.core.formatter.alignment_for_arguments_in_annotation" value="16"/>
+        <setting id="org.eclipse.jdt.core.formatter.comment.format_header" value="true"/>
+        <setting id="org.eclipse.jdt.core.formatter.comment.format_block_comments" value="true"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_closing_paren_in_enum_constant" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.alignment_for_enum_constants" value="0"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_closing_paren_in_parenthesized_expression" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.indent_body_declarations_compare_to_annotation_declaration_header" value="true"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_new_line_in_empty_block" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_opening_paren_in_parenthesized_expression" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_closing_paren_in_catch" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_comma_in_multiple_local_declarations" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.alignment_for_superinterfaces_in_type_declaration.count_dependent" value="16|4|48"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_opening_paren_in_switch" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_comma_in_for_increments" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.alignment_for_annotations_on_method.count_dependent" value="1585|-1|1585"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_opening_paren_in_method_invocation" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_colon_in_assert" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.brace_position_for_type_declaration" value="end_of_line"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_opening_brace_in_array_initializer" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_between_empty_braces_in_array_initializer" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.alignment_for_binary_expression.count_dependent" value="16|-1|16"/>
+        <setting id="org.eclipse.jdt.core.formatter.wrap_non_simple_member_annotation" value="true"/>
+        <setting id="org.eclipse.jdt.core.formatter.alignment_for_annotations_on_local_variable" value="1585"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_opening_paren_in_method_declaration" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_semicolon_in_for" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.alignment_for_arguments_in_explicit_constructor_call.count_dependent" value="16|5|80"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_opening_paren_in_catch" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_opening_angle_bracket_in_parameterized_type_reference" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_comma_in_multiple_field_declarations" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_closing_paren_in_annotation" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.alignment_for_generic_type_arguments.count_dependent" value="16|-1|16"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_comma_in_parameterized_type_reference" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.alignment_for_arguments_in_allocation_expression.count_dependent" value="16|5|80"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_comma_in_method_invocation_arguments" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.alignment_for_parameters_in_method_declaration.count_dependent" value="16|5|80"/>
+        <setting id="org.eclipse.jdt.core.formatter.comment.new_lines_at_javadoc_boundaries" value="true"/>
+        <setting id="org.eclipse.jdt.core.formatter.blank_lines_after_imports" value="1"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_comma_in_multiple_local_declarations" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.indent_body_declarations_compare_to_enum_constant_header" value="true"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_after_semicolon_in_for" value="insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.never_indent_line_comments_on_first_column" value="false"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_semicolon_in_try_resources" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.alignment_for_for_statement" value="16"/>
+        <setting id="org.eclipse.jdt.core.formatter.insert_space_before_opening_angle_bracket_in_type_arguments" value="do not insert"/>
+        <setting id="org.eclipse.jdt.core.formatter.never_indent_block_comments_on_first_column" value="false"/>
+        <setting id="org.eclipse.jdt.core.formatter.keep_then_statement_on_same_line" value="false"/>
+    </profile>
+</profiles>
\ No newline at end of file
diff --git a/dhp-build/pom.xml b/dhp-build/pom.xml
index 3b54b4e61a..ff6a858bba 100644
--- a/dhp-build/pom.xml
+++ b/dhp-build/pom.xml
@@ -9,6 +9,7 @@
 	<artifactId>dhp-build</artifactId>
 	<packaging>pom</packaging>
 	<modules>
+		<module>dhp-code-style</module>
 		<module>dhp-build-assembly-resources</module>
 		<module>dhp-build-properties-maven-plugin</module>
 	</modules>
diff --git a/dhp-common/src/main/java/eu/dnetlib/collector/worker/model/ApiDescriptor.java b/dhp-common/src/main/java/eu/dnetlib/collector/worker/model/ApiDescriptor.java
index a95b1267f3..1a7c2a6efe 100644
--- a/dhp-common/src/main/java/eu/dnetlib/collector/worker/model/ApiDescriptor.java
+++ b/dhp-common/src/main/java/eu/dnetlib/collector/worker/model/ApiDescriptor.java
@@ -5,43 +5,43 @@ import java.util.Map;
 
 public class ApiDescriptor {
 
-    private String id;
+  private String id;
 
-    private String baseUrl;
+  private String baseUrl;
 
-    private String protocol;
+  private String protocol;
 
-    private Map<String, String> params = new HashMap<>();
+  private Map<String, String> params = new HashMap<>();
 
-    public String getBaseUrl() {
-        return baseUrl;
-    }
+  public String getBaseUrl() {
+    return baseUrl;
+  }
 
-    public void setBaseUrl(final String baseUrl) {
-        this.baseUrl = baseUrl;
-    }
+  public void setBaseUrl(final String baseUrl) {
+    this.baseUrl = baseUrl;
+  }
 
-    public String getId() {
-        return id;
-    }
+  public String getId() {
+    return id;
+  }
 
-    public void setId(final String id) {
-        this.id = id;
-    }
+  public void setId(final String id) {
+    this.id = id;
+  }
 
-    public Map<String, String> getParams() {
-        return params;
-    }
+  public Map<String, String> getParams() {
+    return params;
+  }
 
-    public void setParams(final HashMap<String, String> params) {
-        this.params = params;
-    }
+  public void setParams(final HashMap<String, String> params) {
+    this.params = params;
+  }
 
-    public String getProtocol() {
-        return protocol;
-    }
+  public String getProtocol() {
+    return protocol;
+  }
 
-    public void setProtocol(final String protocol) {
-        this.protocol = protocol;
-    }
+  public void setProtocol(final String protocol) {
+    this.protocol = protocol;
+  }
 }
diff --git a/dhp-common/src/main/java/eu/dnetlib/data/mdstore/manager/common/model/MDStore.java b/dhp-common/src/main/java/eu/dnetlib/data/mdstore/manager/common/model/MDStore.java
index 1284e9ab6b..f076bd188b 100644
--- a/dhp-common/src/main/java/eu/dnetlib/data/mdstore/manager/common/model/MDStore.java
+++ b/dhp-common/src/main/java/eu/dnetlib/data/mdstore/manager/common/model/MDStore.java
@@ -11,107 +11,107 @@ import javax.persistence.Table;
 @Table(name = "mdstores")
 public class MDStore implements Serializable {
 
-    /** */
-    private static final long serialVersionUID = 3160530489149700055L;
+  /** */
+  private static final long serialVersionUID = 3160530489149700055L;
 
-    @Id
-    @Column(name = "id")
-    private String id;
+  @Id
+  @Column(name = "id")
+  private String id;
 
-    @Column(name = "format")
-    private String format;
+  @Column(name = "format")
+  private String format;
 
-    @Column(name = "layout")
-    private String layout;
+  @Column(name = "layout")
+  private String layout;
 
-    @Column(name = "interpretation")
-    private String interpretation;
+  @Column(name = "interpretation")
+  private String interpretation;
 
-    @Column(name = "datasource_name")
-    private String datasourceName;
+  @Column(name = "datasource_name")
+  private String datasourceName;
 
-    @Column(name = "datasource_id")
-    private String datasourceId;
+  @Column(name = "datasource_id")
+  private String datasourceId;
 
-    @Column(name = "api_id")
-    private String apiId;
+  @Column(name = "api_id")
+  private String apiId;
 
-    public String getId() {
-        return id;
-    }
+  public String getId() {
+    return id;
+  }
 
-    public void setId(final String id) {
-        this.id = id;
-    }
+  public void setId(final String id) {
+    this.id = id;
+  }
 
-    public String getFormat() {
-        return format;
-    }
+  public String getFormat() {
+    return format;
+  }
 
-    public void setFormat(final String format) {
-        this.format = format;
-    }
+  public void setFormat(final String format) {
+    this.format = format;
+  }
 
-    public String getLayout() {
-        return layout;
-    }
+  public String getLayout() {
+    return layout;
+  }
 
-    public void setLayout(final String layout) {
-        this.layout = layout;
-    }
+  public void setLayout(final String layout) {
+    this.layout = layout;
+  }
 
-    public String getInterpretation() {
-        return interpretation;
-    }
+  public String getInterpretation() {
+    return interpretation;
+  }
 
-    public void setInterpretation(final String interpretation) {
-        this.interpretation = interpretation;
-    }
+  public void setInterpretation(final String interpretation) {
+    this.interpretation = interpretation;
+  }
 
-    public String getDatasourceName() {
-        return datasourceName;
-    }
+  public String getDatasourceName() {
+    return datasourceName;
+  }
 
-    public void setDatasourceName(final String datasourceName) {
-        this.datasourceName = datasourceName;
-    }
+  public void setDatasourceName(final String datasourceName) {
+    this.datasourceName = datasourceName;
+  }
 
-    public String getDatasourceId() {
-        return datasourceId;
-    }
+  public String getDatasourceId() {
+    return datasourceId;
+  }
 
-    public void setDatasourceId(final String datasourceId) {
-        this.datasourceId = datasourceId;
-    }
+  public void setDatasourceId(final String datasourceId) {
+    this.datasourceId = datasourceId;
+  }
 
-    public String getApiId() {
-        return apiId;
-    }
+  public String getApiId() {
+    return apiId;
+  }
 
-    public void setApiId(final String apiId) {
-        this.apiId = apiId;
-    }
+  public void setApiId(final String apiId) {
+    this.apiId = apiId;
+  }
 
-    public static MDStore newInstance(
-            final String format, final String layout, final String interpretation) {
-        return newInstance(format, layout, interpretation, null, null, null);
-    }
+  public static MDStore newInstance(
+      final String format, final String layout, final String interpretation) {
+    return newInstance(format, layout, interpretation, null, null, null);
+  }
 
-    public static MDStore newInstance(
-            final String format,
-            final String layout,
-            final String interpretation,
-            final String dsName,
-            final String dsId,
-            final String apiId) {
-        final MDStore md = new MDStore();
-        md.setId("md-" + UUID.randomUUID());
-        md.setFormat(format);
-        md.setLayout(layout);
-        md.setInterpretation(interpretation);
-        md.setDatasourceName(dsName);
-        md.setDatasourceId(dsId);
-        md.setApiId(apiId);
-        return md;
-    }
+  public static MDStore newInstance(
+      final String format,
+      final String layout,
+      final String interpretation,
+      final String dsName,
+      final String dsId,
+      final String apiId) {
+    final MDStore md = new MDStore();
+    md.setId("md-" + UUID.randomUUID());
+    md.setFormat(format);
+    md.setLayout(layout);
+    md.setInterpretation(interpretation);
+    md.setDatasourceName(dsName);
+    md.setDatasourceId(dsId);
+    md.setApiId(apiId);
+    return md;
+  }
 }
diff --git a/dhp-common/src/main/java/eu/dnetlib/data/mdstore/manager/common/model/MDStoreCurrentVersion.java b/dhp-common/src/main/java/eu/dnetlib/data/mdstore/manager/common/model/MDStoreCurrentVersion.java
index 45f6c8ee15..0f8f043224 100644
--- a/dhp-common/src/main/java/eu/dnetlib/data/mdstore/manager/common/model/MDStoreCurrentVersion.java
+++ b/dhp-common/src/main/java/eu/dnetlib/data/mdstore/manager/common/model/MDStoreCurrentVersion.java
@@ -10,40 +10,40 @@ import javax.persistence.Table;
 @Table(name = "mdstore_current_versions")
 public class MDStoreCurrentVersion implements Serializable {
 
-    /** */
-    private static final long serialVersionUID = -4757725888593745773L;
+  /** */
+  private static final long serialVersionUID = -4757725888593745773L;
 
-    @Id
-    @Column(name = "mdstore")
-    private String mdstore;
+  @Id
+  @Column(name = "mdstore")
+  private String mdstore;
 
-    @Column(name = "current_version")
-    private String currentVersion;
+  @Column(name = "current_version")
+  private String currentVersion;
 
-    public String getMdstore() {
-        return mdstore;
-    }
+  public String getMdstore() {
+    return mdstore;
+  }
 
-    public void setMdstore(final String mdstore) {
-        this.mdstore = mdstore;
-    }
+  public void setMdstore(final String mdstore) {
+    this.mdstore = mdstore;
+  }
 
-    public String getCurrentVersion() {
-        return currentVersion;
-    }
+  public String getCurrentVersion() {
+    return currentVersion;
+  }
 
-    public void setCurrentVersion(final String currentVersion) {
-        this.currentVersion = currentVersion;
-    }
+  public void setCurrentVersion(final String currentVersion) {
+    this.currentVersion = currentVersion;
+  }
 
-    public static MDStoreCurrentVersion newInstance(final String mdId, final String versionId) {
-        final MDStoreCurrentVersion cv = new MDStoreCurrentVersion();
-        cv.setMdstore(mdId);
-        cv.setCurrentVersion(versionId);
-        return cv;
-    }
+  public static MDStoreCurrentVersion newInstance(final String mdId, final String versionId) {
+    final MDStoreCurrentVersion cv = new MDStoreCurrentVersion();
+    cv.setMdstore(mdId);
+    cv.setCurrentVersion(versionId);
+    return cv;
+  }
 
-    public static MDStoreCurrentVersion newInstance(final MDStoreVersion v) {
-        return newInstance(v.getMdstore(), v.getId());
-    }
+  public static MDStoreCurrentVersion newInstance(final MDStoreVersion v) {
+    return newInstance(v.getMdstore(), v.getId());
+  }
 }
diff --git a/dhp-common/src/main/java/eu/dnetlib/data/mdstore/manager/common/model/MDStoreVersion.java b/dhp-common/src/main/java/eu/dnetlib/data/mdstore/manager/common/model/MDStoreVersion.java
index b53d5f1185..ca784b2fb2 100644
--- a/dhp-common/src/main/java/eu/dnetlib/data/mdstore/manager/common/model/MDStoreVersion.java
+++ b/dhp-common/src/main/java/eu/dnetlib/data/mdstore/manager/common/model/MDStoreVersion.java
@@ -13,85 +13,85 @@ import javax.persistence.TemporalType;
 @Table(name = "mdstore_versions")
 public class MDStoreVersion implements Serializable {
 
-    /** */
-    private static final long serialVersionUID = -4763494442274298339L;
+  /** */
+  private static final long serialVersionUID = -4763494442274298339L;
 
-    @Id
-    @Column(name = "id")
-    private String id;
+  @Id
+  @Column(name = "id")
+  private String id;
 
-    @Column(name = "mdstore")
-    private String mdstore;
+  @Column(name = "mdstore")
+  private String mdstore;
 
-    @Column(name = "writing")
-    private boolean writing;
+  @Column(name = "writing")
+  private boolean writing;
 
-    @Column(name = "readcount")
-    private int readCount = 0;
+  @Column(name = "readcount")
+  private int readCount = 0;
 
-    @Column(name = "lastupdate")
-    @Temporal(TemporalType.TIMESTAMP)
-    private Date lastUpdate;
+  @Column(name = "lastupdate")
+  @Temporal(TemporalType.TIMESTAMP)
+  private Date lastUpdate;
 
-    @Column(name = "size")
-    private long size = 0;
+  @Column(name = "size")
+  private long size = 0;
 
-    public static MDStoreVersion newInstance(final String mdId, final boolean writing) {
-        final MDStoreVersion t = new MDStoreVersion();
-        t.setId(mdId + "-" + new Date().getTime());
-        t.setMdstore(mdId);
-        t.setLastUpdate(null);
-        t.setWriting(writing);
-        t.setReadCount(0);
-        t.setSize(0);
-        return t;
-    }
+  public static MDStoreVersion newInstance(final String mdId, final boolean writing) {
+    final MDStoreVersion t = new MDStoreVersion();
+    t.setId(mdId + "-" + new Date().getTime());
+    t.setMdstore(mdId);
+    t.setLastUpdate(null);
+    t.setWriting(writing);
+    t.setReadCount(0);
+    t.setSize(0);
+    return t;
+  }
 
-    public String getId() {
-        return id;
-    }
+  public String getId() {
+    return id;
+  }
 
-    public void setId(final String id) {
-        this.id = id;
-    }
+  public void setId(final String id) {
+    this.id = id;
+  }
 
-    public String getMdstore() {
-        return mdstore;
-    }
+  public String getMdstore() {
+    return mdstore;
+  }
 
-    public void setMdstore(final String mdstore) {
-        this.mdstore = mdstore;
-    }
+  public void setMdstore(final String mdstore) {
+    this.mdstore = mdstore;
+  }
 
-    public boolean isWriting() {
-        return writing;
-    }
+  public boolean isWriting() {
+    return writing;
+  }
 
-    public void setWriting(final boolean writing) {
-        this.writing = writing;
-    }
+  public void setWriting(final boolean writing) {
+    this.writing = writing;
+  }
 
-    public int getReadCount() {
-        return readCount;
-    }
+  public int getReadCount() {
+    return readCount;
+  }
 
-    public void setReadCount(final int readCount) {
-        this.readCount = readCount;
-    }
+  public void setReadCount(final int readCount) {
+    this.readCount = readCount;
+  }
 
-    public Date getLastUpdate() {
-        return lastUpdate;
-    }
+  public Date getLastUpdate() {
+    return lastUpdate;
+  }
 
-    public void setLastUpdate(final Date lastUpdate) {
-        this.lastUpdate = lastUpdate;
-    }
+  public void setLastUpdate(final Date lastUpdate) {
+    this.lastUpdate = lastUpdate;
+  }
 
-    public long getSize() {
-        return size;
-    }
+  public long getSize() {
+    return size;
+  }
 
-    public void setSize(final long size) {
-        this.size = size;
-    }
+  public void setSize(final long size) {
+    this.size = size;
+  }
 }
diff --git a/dhp-common/src/main/java/eu/dnetlib/data/mdstore/manager/common/model/MDStoreWithInfo.java b/dhp-common/src/main/java/eu/dnetlib/data/mdstore/manager/common/model/MDStoreWithInfo.java
index 27c77a5e70..9225a4876d 100644
--- a/dhp-common/src/main/java/eu/dnetlib/data/mdstore/manager/common/model/MDStoreWithInfo.java
+++ b/dhp-common/src/main/java/eu/dnetlib/data/mdstore/manager/common/model/MDStoreWithInfo.java
@@ -13,129 +13,129 @@ import javax.persistence.TemporalType;
 @Table(name = "mdstores_with_info")
 public class MDStoreWithInfo implements Serializable {
 
-    /** */
-    private static final long serialVersionUID = -8445784770687571492L;
+  /** */
+  private static final long serialVersionUID = -8445784770687571492L;
 
-    @Id
-    @Column(name = "id")
-    private String id;
+  @Id
+  @Column(name = "id")
+  private String id;
 
-    @Column(name = "format")
-    private String format;
+  @Column(name = "format")
+  private String format;
 
-    @Column(name = "layout")
-    private String layout;
+  @Column(name = "layout")
+  private String layout;
 
-    @Column(name = "interpretation")
-    private String interpretation;
+  @Column(name = "interpretation")
+  private String interpretation;
 
-    @Column(name = "datasource_name")
-    private String datasourceName;
+  @Column(name = "datasource_name")
+  private String datasourceName;
 
-    @Column(name = "datasource_id")
-    private String datasourceId;
+  @Column(name = "datasource_id")
+  private String datasourceId;
 
-    @Column(name = "api_id")
-    private String apiId;
+  @Column(name = "api_id")
+  private String apiId;
 
-    @Column(name = "current_version")
-    private String currentVersion;
+  @Column(name = "current_version")
+  private String currentVersion;
 
-    @Column(name = "lastupdate")
-    @Temporal(TemporalType.TIMESTAMP)
-    private Date lastUpdate;
+  @Column(name = "lastupdate")
+  @Temporal(TemporalType.TIMESTAMP)
+  private Date lastUpdate;
 
-    @Column(name = "size")
-    private long size = 0;
+  @Column(name = "size")
+  private long size = 0;
 
-    @Column(name = "n_versions")
-    private long numberOfVersions = 0;
+  @Column(name = "n_versions")
+  private long numberOfVersions = 0;
 
-    public String getId() {
-        return id;
-    }
+  public String getId() {
+    return id;
+  }
 
-    public void setId(final String id) {
-        this.id = id;
-    }
+  public void setId(final String id) {
+    this.id = id;
+  }
 
-    public String getFormat() {
-        return format;
-    }
+  public String getFormat() {
+    return format;
+  }
 
-    public void setFormat(final String format) {
-        this.format = format;
-    }
+  public void setFormat(final String format) {
+    this.format = format;
+  }
 
-    public String getLayout() {
-        return layout;
-    }
+  public String getLayout() {
+    return layout;
+  }
 
-    public void setLayout(final String layout) {
-        this.layout = layout;
-    }
+  public void setLayout(final String layout) {
+    this.layout = layout;
+  }
 
-    public String getInterpretation() {
-        return interpretation;
-    }
+  public String getInterpretation() {
+    return interpretation;
+  }
 
-    public void setInterpretation(final String interpretation) {
-        this.interpretation = interpretation;
-    }
+  public void setInterpretation(final String interpretation) {
+    this.interpretation = interpretation;
+  }
 
-    public String getDatasourceName() {
-        return datasourceName;
-    }
+  public String getDatasourceName() {
+    return datasourceName;
+  }
 
-    public void setDatasourceName(final String datasourceName) {
-        this.datasourceName = datasourceName;
-    }
+  public void setDatasourceName(final String datasourceName) {
+    this.datasourceName = datasourceName;
+  }
 
-    public String getDatasourceId() {
-        return datasourceId;
-    }
+  public String getDatasourceId() {
+    return datasourceId;
+  }
 
-    public void setDatasourceId(final String datasourceId) {
-        this.datasourceId = datasourceId;
-    }
+  public void setDatasourceId(final String datasourceId) {
+    this.datasourceId = datasourceId;
+  }
 
-    public String getApiId() {
-        return apiId;
-    }
+  public String getApiId() {
+    return apiId;
+  }
 
-    public void setApiId(final String apiId) {
-        this.apiId = apiId;
-    }
+  public void setApiId(final String apiId) {
+    this.apiId = apiId;
+  }
 
-    public String getCurrentVersion() {
-        return currentVersion;
-    }
+  public String getCurrentVersion() {
+    return currentVersion;
+  }
 
-    public void setCurrentVersion(final String currentVersion) {
-        this.currentVersion = currentVersion;
-    }
+  public void setCurrentVersion(final String currentVersion) {
+    this.currentVersion = currentVersion;
+  }
 
-    public Date getLastUpdate() {
-        return lastUpdate;
-    }
+  public Date getLastUpdate() {
+    return lastUpdate;
+  }
 
-    public void setLastUpdate(final Date lastUpdate) {
-        this.lastUpdate = lastUpdate;
-    }
+  public void setLastUpdate(final Date lastUpdate) {
+    this.lastUpdate = lastUpdate;
+  }
 
-    public long getSize() {
-        return size;
-    }
+  public long getSize() {
+    return size;
+  }
 
-    public void setSize(final long size) {
-        this.size = size;
-    }
+  public void setSize(final long size) {
+    this.size = size;
+  }
 
-    public long getNumberOfVersions() {
-        return numberOfVersions;
-    }
+  public long getNumberOfVersions() {
+    return numberOfVersions;
+  }
 
-    public void setNumberOfVersions(final long numberOfVersions) {
-        this.numberOfVersions = numberOfVersions;
-    }
+  public void setNumberOfVersions(final long numberOfVersions) {
+    this.numberOfVersions = numberOfVersions;
+  }
 }
diff --git a/dhp-common/src/main/java/eu/dnetlib/dhp/application/ArgumentApplicationParser.java b/dhp-common/src/main/java/eu/dnetlib/dhp/application/ArgumentApplicationParser.java
index f3a2273cbb..d98874bf3e 100644
--- a/dhp-common/src/main/java/eu/dnetlib/dhp/application/ArgumentApplicationParser.java
+++ b/dhp-common/src/main/java/eu/dnetlib/dhp/application/ArgumentApplicationParser.java
@@ -14,83 +14,81 @@ import org.apache.commons.io.IOUtils;
 
 public class ArgumentApplicationParser implements Serializable {
 
-    private final Options options = new Options();
-    private final Map<String, String> objectMap = new HashMap<>();
+  private final Options options = new Options();
+  private final Map<String, String> objectMap = new HashMap<>();
 
-    private final List<String> compressedValues = new ArrayList<>();
+  private final List<String> compressedValues = new ArrayList<>();
 
-    public ArgumentApplicationParser(final String json_configuration) throws Exception {
-        final ObjectMapper mapper = new ObjectMapper();
-        final OptionsParameter[] configuration =
-                mapper.readValue(json_configuration, OptionsParameter[].class);
-        createOptionMap(configuration);
+  public ArgumentApplicationParser(final String json_configuration) throws Exception {
+    final ObjectMapper mapper = new ObjectMapper();
+    final OptionsParameter[] configuration =
+        mapper.readValue(json_configuration, OptionsParameter[].class);
+    createOptionMap(configuration);
+  }
+
+  public ArgumentApplicationParser(final OptionsParameter[] configuration) {
+    createOptionMap(configuration);
+  }
+
+  private void createOptionMap(final OptionsParameter[] configuration) {
+
+    Arrays.stream(configuration)
+        .map(
+            conf -> {
+              final Option o = new Option(conf.getParamName(), true, conf.getParamDescription());
+              o.setLongOpt(conf.getParamLongName());
+              o.setRequired(conf.isParamRequired());
+              if (conf.isCompressed()) {
+                compressedValues.add(conf.getParamLongName());
+              }
+              return o;
+            })
+        .forEach(options::addOption);
+
+    // HelpFormatter formatter = new HelpFormatter();
+    // formatter.printHelp("myapp", null, options, null, true);
+
+  }
+
+  public static String decompressValue(final String abstractCompressed) {
+    try {
+      byte[] byteArray = Base64.decodeBase64(abstractCompressed.getBytes());
+      GZIPInputStream gis = new GZIPInputStream(new ByteArrayInputStream(byteArray));
+      final StringWriter stringWriter = new StringWriter();
+      IOUtils.copy(gis, stringWriter);
+      return stringWriter.toString();
+    } catch (Throwable e) {
+      System.out.println("Wrong value to decompress:" + abstractCompressed);
+      throw new RuntimeException(e);
     }
+  }
 
-    public ArgumentApplicationParser(final OptionsParameter[] configuration) {
-        createOptionMap(configuration);
-    }
+  public static String compressArgument(final String value) throws Exception {
+    ByteArrayOutputStream out = new ByteArrayOutputStream();
+    GZIPOutputStream gzip = new GZIPOutputStream(out);
+    gzip.write(value.getBytes());
+    gzip.close();
+    return java.util.Base64.getEncoder().encodeToString(out.toByteArray());
+  }
 
-    private void createOptionMap(final OptionsParameter[] configuration) {
+  public void parseArgument(final String[] args) throws Exception {
+    CommandLineParser parser = new BasicParser();
+    CommandLine cmd = parser.parse(options, args);
+    Arrays.stream(cmd.getOptions())
+        .forEach(
+            it ->
+                objectMap.put(
+                    it.getLongOpt(),
+                    compressedValues.contains(it.getLongOpt())
+                        ? decompressValue(it.getValue())
+                        : it.getValue()));
+  }
 
-        Arrays.stream(configuration)
-                .map(
-                        conf -> {
-                            final Option o =
-                                    new Option(
-                                            conf.getParamName(), true, conf.getParamDescription());
-                            o.setLongOpt(conf.getParamLongName());
-                            o.setRequired(conf.isParamRequired());
-                            if (conf.isCompressed()) {
-                                compressedValues.add(conf.getParamLongName());
-                            }
-                            return o;
-                        })
-                .forEach(options::addOption);
+  public String get(final String key) {
+    return objectMap.get(key);
+  }
 
-        //        HelpFormatter formatter = new HelpFormatter();
-        //        formatter.printHelp("myapp", null, options, null, true);
-
-    }
-
-    public static String decompressValue(final String abstractCompressed) {
-        try {
-            byte[] byteArray = Base64.decodeBase64(abstractCompressed.getBytes());
-            GZIPInputStream gis = new GZIPInputStream(new ByteArrayInputStream(byteArray));
-            final StringWriter stringWriter = new StringWriter();
-            IOUtils.copy(gis, stringWriter);
-            return stringWriter.toString();
-        } catch (Throwable e) {
-            System.out.println("Wrong value to decompress:" + abstractCompressed);
-            throw new RuntimeException(e);
-        }
-    }
-
-    public static String compressArgument(final String value) throws Exception {
-        ByteArrayOutputStream out = new ByteArrayOutputStream();
-        GZIPOutputStream gzip = new GZIPOutputStream(out);
-        gzip.write(value.getBytes());
-        gzip.close();
-        return java.util.Base64.getEncoder().encodeToString(out.toByteArray());
-    }
-
-    public void parseArgument(final String[] args) throws Exception {
-        CommandLineParser parser = new BasicParser();
-        CommandLine cmd = parser.parse(options, args);
-        Arrays.stream(cmd.getOptions())
-                .forEach(
-                        it ->
-                                objectMap.put(
-                                        it.getLongOpt(),
-                                        compressedValues.contains(it.getLongOpt())
-                                                ? decompressValue(it.getValue())
-                                                : it.getValue()));
-    }
-
-    public String get(final String key) {
-        return objectMap.get(key);
-    }
-
-    public Map<String, String> getObjectMap() {
-        return objectMap;
-    }
+  public Map<String, String> getObjectMap() {
+    return objectMap;
+  }
 }
diff --git a/dhp-common/src/main/java/eu/dnetlib/dhp/application/OptionsParameter.java b/dhp-common/src/main/java/eu/dnetlib/dhp/application/OptionsParameter.java
index dcc5376567..03227d3168 100644
--- a/dhp-common/src/main/java/eu/dnetlib/dhp/application/OptionsParameter.java
+++ b/dhp-common/src/main/java/eu/dnetlib/dhp/application/OptionsParameter.java
@@ -2,35 +2,35 @@ package eu.dnetlib.dhp.application;
 
 public class OptionsParameter {
 
-    private String paramName;
-    private String paramLongName;
-    private String paramDescription;
-    private boolean paramRequired;
-    private boolean compressed;
+  private String paramName;
+  private String paramLongName;
+  private String paramDescription;
+  private boolean paramRequired;
+  private boolean compressed;
 
-    public OptionsParameter() {}
+  public OptionsParameter() {}
 
-    public String getParamName() {
-        return paramName;
-    }
+  public String getParamName() {
+    return paramName;
+  }
 
-    public String getParamLongName() {
-        return paramLongName;
-    }
+  public String getParamLongName() {
+    return paramLongName;
+  }
 
-    public String getParamDescription() {
-        return paramDescription;
-    }
+  public String getParamDescription() {
+    return paramDescription;
+  }
 
-    public boolean isParamRequired() {
-        return paramRequired;
-    }
+  public boolean isParamRequired() {
+    return paramRequired;
+  }
 
-    public boolean isCompressed() {
-        return compressed;
-    }
+  public boolean isCompressed() {
+    return compressed;
+  }
 
-    public void setCompressed(boolean compressed) {
-        this.compressed = compressed;
-    }
+  public void setCompressed(boolean compressed) {
+    this.compressed = compressed;
+  }
 }
diff --git a/dhp-common/src/main/java/eu/dnetlib/dhp/common/FunctionalInterfaceSupport.java b/dhp-common/src/main/java/eu/dnetlib/dhp/common/FunctionalInterfaceSupport.java
index 17a039878f..4b0e1506e5 100644
--- a/dhp-common/src/main/java/eu/dnetlib/dhp/common/FunctionalInterfaceSupport.java
+++ b/dhp-common/src/main/java/eu/dnetlib/dhp/common/FunctionalInterfaceSupport.java
@@ -6,46 +6,46 @@ import java.util.function.Supplier;
 /** Provides serializable and throwing extensions to standard functional interfaces. */
 public class FunctionalInterfaceSupport {
 
-    private FunctionalInterfaceSupport() {}
+  private FunctionalInterfaceSupport() {}
 
-    /**
-     * Serializable supplier of any kind of objects. To be used withing spark processing pipelines
-     * when supplying functions externally.
-     *
-     * @param <T>
-     */
-    @FunctionalInterface
-    public interface SerializableSupplier<T> extends Supplier<T>, Serializable {}
+  /**
+   * Serializable supplier of any kind of objects. To be used withing spark processing pipelines
+   * when supplying functions externally.
+   *
+   * @param <T>
+   */
+  @FunctionalInterface
+  public interface SerializableSupplier<T> extends Supplier<T>, Serializable {}
 
-    /**
-     * Extension of consumer accepting functions throwing an exception.
-     *
-     * @param <T>
-     * @param <E>
-     */
-    @FunctionalInterface
-    public interface ThrowingConsumer<T, E extends Exception> {
-        void accept(T t) throws E;
-    }
+  /**
+   * Extension of consumer accepting functions throwing an exception.
+   *
+   * @param <T>
+   * @param <E>
+   */
+  @FunctionalInterface
+  public interface ThrowingConsumer<T, E extends Exception> {
+    void accept(T t) throws E;
+  }
 
-    /**
-     * Extension of supplier accepting functions throwing an exception.
-     *
-     * @param <T>
-     * @param <E>
-     */
-    @FunctionalInterface
-    public interface ThrowingSupplier<T, E extends Exception> {
-        T get() throws E;
-    }
+  /**
+   * Extension of supplier accepting functions throwing an exception.
+   *
+   * @param <T>
+   * @param <E>
+   */
+  @FunctionalInterface
+  public interface ThrowingSupplier<T, E extends Exception> {
+    T get() throws E;
+  }
 
-    /**
-     * Extension of runnable accepting functions throwing an exception.
-     *
-     * @param <E>
-     */
-    @FunctionalInterface
-    public interface ThrowingRunnable<E extends Exception> {
-        void run() throws E;
-    }
+  /**
+   * Extension of runnable accepting functions throwing an exception.
+   *
+   * @param <E>
+   */
+  @FunctionalInterface
+  public interface ThrowingRunnable<E extends Exception> {
+    void run() throws E;
+  }
 }
diff --git a/dhp-common/src/main/java/eu/dnetlib/dhp/common/HdfsSupport.java b/dhp-common/src/main/java/eu/dnetlib/dhp/common/HdfsSupport.java
index 48d6d79f64..1e5c264d11 100644
--- a/dhp-common/src/main/java/eu/dnetlib/dhp/common/HdfsSupport.java
+++ b/dhp-common/src/main/java/eu/dnetlib/dhp/common/HdfsSupport.java
@@ -14,58 +14,58 @@ import org.slf4j.LoggerFactory;
 
 /** HDFS utility methods. */
 public class HdfsSupport {
-    private static final Logger logger = LoggerFactory.getLogger(HdfsSupport.class);
+  private static final Logger logger = LoggerFactory.getLogger(HdfsSupport.class);
 
-    private HdfsSupport() {}
+  private HdfsSupport() {}
 
-    /**
-     * Checks a path (file or dir) exists on HDFS.
-     *
-     * @param path Path to be checked
-     * @param configuration Configuration of hadoop env
-     */
-    public static boolean exists(String path, Configuration configuration) {
-        logger.info("Removing path: {}", path);
-        return rethrowAsRuntimeException(
-                () -> {
-                    Path f = new Path(path);
-                    FileSystem fileSystem = FileSystem.get(configuration);
-                    return fileSystem.exists(f);
-                });
-    }
+  /**
+   * Checks a path (file or dir) exists on HDFS.
+   *
+   * @param path Path to be checked
+   * @param configuration Configuration of hadoop env
+   */
+  public static boolean exists(String path, Configuration configuration) {
+    logger.info("Removing path: {}", path);
+    return rethrowAsRuntimeException(
+        () -> {
+          Path f = new Path(path);
+          FileSystem fileSystem = FileSystem.get(configuration);
+          return fileSystem.exists(f);
+        });
+  }
 
-    /**
-     * Removes a path (file or dir) from HDFS.
-     *
-     * @param path Path to be removed
-     * @param configuration Configuration of hadoop env
-     */
-    public static void remove(String path, Configuration configuration) {
-        logger.info("Removing path: {}", path);
-        rethrowAsRuntimeException(
-                () -> {
-                    Path f = new Path(path);
-                    FileSystem fileSystem = FileSystem.get(configuration);
-                    if (fileSystem.exists(f)) {
-                        fileSystem.delete(f, true);
-                    }
-                });
-    }
+  /**
+   * Removes a path (file or dir) from HDFS.
+   *
+   * @param path Path to be removed
+   * @param configuration Configuration of hadoop env
+   */
+  public static void remove(String path, Configuration configuration) {
+    logger.info("Removing path: {}", path);
+    rethrowAsRuntimeException(
+        () -> {
+          Path f = new Path(path);
+          FileSystem fileSystem = FileSystem.get(configuration);
+          if (fileSystem.exists(f)) {
+            fileSystem.delete(f, true);
+          }
+        });
+  }
 
-    /**
-     * Lists hadoop files located below path or alternatively lists subdirs under path.
-     *
-     * @param path Path to be listed for hadoop files
-     * @param configuration Configuration of hadoop env
-     * @return List with string locations of hadoop files
-     */
-    public static List<String> listFiles(String path, Configuration configuration) {
-        logger.info("Listing files in path: {}", path);
-        return rethrowAsRuntimeException(
-                () ->
-                        Arrays.stream(FileSystem.get(configuration).listStatus(new Path(path)))
-                                .filter(FileStatus::isDirectory)
-                                .map(x -> x.getPath().toString())
-                                .collect(Collectors.toList()));
-    }
+  /**
+   * Lists hadoop files located below path or alternatively lists subdirs under path.
+   *
+   * @param path Path to be listed for hadoop files
+   * @param configuration Configuration of hadoop env
+   * @return List with string locations of hadoop files
+   */
+  public static List<String> listFiles(String path, Configuration configuration) {
+    logger.info("Listing files in path: {}", path);
+    return rethrowAsRuntimeException(
+        () ->
+            Arrays.stream(FileSystem.get(configuration).listStatus(new Path(path)))
+                .filter(FileStatus::isDirectory)
+                .map(x -> x.getPath().toString())
+                .collect(Collectors.toList()));
+  }
 }
diff --git a/dhp-common/src/main/java/eu/dnetlib/dhp/common/SparkSessionSupport.java b/dhp-common/src/main/java/eu/dnetlib/dhp/common/SparkSessionSupport.java
index 12e98a0562..433f64ecdf 100644
--- a/dhp-common/src/main/java/eu/dnetlib/dhp/common/SparkSessionSupport.java
+++ b/dhp-common/src/main/java/eu/dnetlib/dhp/common/SparkSessionSupport.java
@@ -9,73 +9,66 @@ import org.apache.spark.sql.SparkSession;
 /** SparkSession utility methods. */
 public class SparkSessionSupport {
 
-    private SparkSessionSupport() {}
+  private SparkSessionSupport() {}
 
-    /**
-     * Runs a given function using SparkSession created using default builder and supplied
-     * SparkConf. Stops SparkSession when SparkSession is managed. Allows to reuse SparkSession
-     * created externally.
-     *
-     * @param conf SparkConf instance
-     * @param isSparkSessionManaged When true will stop SparkSession
-     * @param fn Consumer to be applied to constructed SparkSession
-     */
-    public static void runWithSparkSession(
-            SparkConf conf,
-            Boolean isSparkSessionManaged,
-            ThrowingConsumer<SparkSession, Exception> fn) {
-        runWithSparkSession(
-                c -> SparkSession.builder().config(c).getOrCreate(),
-                conf,
-                isSparkSessionManaged,
-                fn);
-    }
+  /**
+   * Runs a given function using SparkSession created using default builder and supplied SparkConf.
+   * Stops SparkSession when SparkSession is managed. Allows to reuse SparkSession created
+   * externally.
+   *
+   * @param conf SparkConf instance
+   * @param isSparkSessionManaged When true will stop SparkSession
+   * @param fn Consumer to be applied to constructed SparkSession
+   */
+  public static void runWithSparkSession(
+      SparkConf conf, Boolean isSparkSessionManaged, ThrowingConsumer<SparkSession, Exception> fn) {
+    runWithSparkSession(
+        c -> SparkSession.builder().config(c).getOrCreate(), conf, isSparkSessionManaged, fn);
+  }
 
-    /**
-     * Runs a given function using SparkSession created with hive support and using default builder
-     * and supplied SparkConf. Stops SparkSession when SparkSession is managed. Allows to reuse
-     * SparkSession created externally.
-     *
-     * @param conf SparkConf instance
-     * @param isSparkSessionManaged When true will stop SparkSession
-     * @param fn Consumer to be applied to constructed SparkSession
-     */
-    public static void runWithSparkHiveSession(
-            SparkConf conf,
-            Boolean isSparkSessionManaged,
-            ThrowingConsumer<SparkSession, Exception> fn) {
-        runWithSparkSession(
-                c -> SparkSession.builder().config(c).enableHiveSupport().getOrCreate(),
-                conf,
-                isSparkSessionManaged,
-                fn);
-    }
+  /**
+   * Runs a given function using SparkSession created with hive support and using default builder
+   * and supplied SparkConf. Stops SparkSession when SparkSession is managed. Allows to reuse
+   * SparkSession created externally.
+   *
+   * @param conf SparkConf instance
+   * @param isSparkSessionManaged When true will stop SparkSession
+   * @param fn Consumer to be applied to constructed SparkSession
+   */
+  public static void runWithSparkHiveSession(
+      SparkConf conf, Boolean isSparkSessionManaged, ThrowingConsumer<SparkSession, Exception> fn) {
+    runWithSparkSession(
+        c -> SparkSession.builder().config(c).enableHiveSupport().getOrCreate(),
+        conf,
+        isSparkSessionManaged,
+        fn);
+  }
 
-    /**
-     * Runs a given function using SparkSession created using supplied builder and supplied
-     * SparkConf. Stops SparkSession when SparkSession is managed. Allows to reuse SparkSession
-     * created externally.
-     *
-     * @param sparkSessionBuilder Builder of SparkSession
-     * @param conf SparkConf instance
-     * @param isSparkSessionManaged When true will stop SparkSession
-     * @param fn Consumer to be applied to constructed SparkSession
-     */
-    public static void runWithSparkSession(
-            Function<SparkConf, SparkSession> sparkSessionBuilder,
-            SparkConf conf,
-            Boolean isSparkSessionManaged,
-            ThrowingConsumer<SparkSession, Exception> fn) {
-        SparkSession spark = null;
-        try {
-            spark = sparkSessionBuilder.apply(conf);
-            fn.accept(spark);
-        } catch (Exception e) {
-            throw new RuntimeException(e);
-        } finally {
-            if (Objects.nonNull(spark) && isSparkSessionManaged) {
-                spark.stop();
-            }
-        }
+  /**
+   * Runs a given function using SparkSession created using supplied builder and supplied SparkConf.
+   * Stops SparkSession when SparkSession is managed. Allows to reuse SparkSession created
+   * externally.
+   *
+   * @param sparkSessionBuilder Builder of SparkSession
+   * @param conf SparkConf instance
+   * @param isSparkSessionManaged When true will stop SparkSession
+   * @param fn Consumer to be applied to constructed SparkSession
+   */
+  public static void runWithSparkSession(
+      Function<SparkConf, SparkSession> sparkSessionBuilder,
+      SparkConf conf,
+      Boolean isSparkSessionManaged,
+      ThrowingConsumer<SparkSession, Exception> fn) {
+    SparkSession spark = null;
+    try {
+      spark = sparkSessionBuilder.apply(conf);
+      fn.accept(spark);
+    } catch (Exception e) {
+      throw new RuntimeException(e);
+    } finally {
+      if (Objects.nonNull(spark) && isSparkSessionManaged) {
+        spark.stop();
+      }
     }
+  }
 }
diff --git a/dhp-common/src/main/java/eu/dnetlib/dhp/common/ThrowingSupport.java b/dhp-common/src/main/java/eu/dnetlib/dhp/common/ThrowingSupport.java
index 5bc66f493b..54342a46ac 100644
--- a/dhp-common/src/main/java/eu/dnetlib/dhp/common/ThrowingSupport.java
+++ b/dhp-common/src/main/java/eu/dnetlib/dhp/common/ThrowingSupport.java
@@ -6,69 +6,69 @@ import eu.dnetlib.dhp.common.FunctionalInterfaceSupport.ThrowingSupplier;
 /** Exception handling utility methods. */
 public class ThrowingSupport {
 
-    private ThrowingSupport() {}
+  private ThrowingSupport() {}
 
-    /**
-     * Executes given runnable and rethrows any exceptions as RuntimeException.
-     *
-     * @param fn Runnable to be executed
-     * @param <E> Type of exception thrown
-     */
-    public static <E extends Exception> void rethrowAsRuntimeException(ThrowingRunnable<E> fn) {
-        try {
-            fn.run();
-        } catch (Exception e) {
-            throw new RuntimeException(e);
-        }
+  /**
+   * Executes given runnable and rethrows any exceptions as RuntimeException.
+   *
+   * @param fn Runnable to be executed
+   * @param <E> Type of exception thrown
+   */
+  public static <E extends Exception> void rethrowAsRuntimeException(ThrowingRunnable<E> fn) {
+    try {
+      fn.run();
+    } catch (Exception e) {
+      throw new RuntimeException(e);
     }
+  }
 
-    /**
-     * Executes given runnable and rethrows any exceptions as RuntimeException with custom message.
-     *
-     * @param fn Runnable to be executed
-     * @param msg Message to be set for rethrown exception
-     * @param <E> Type of exception thrown
-     */
-    public static <E extends Exception> void rethrowAsRuntimeException(
-            ThrowingRunnable<E> fn, String msg) {
-        try {
-            fn.run();
-        } catch (Exception e) {
-            throw new RuntimeException(msg, e);
-        }
+  /**
+   * Executes given runnable and rethrows any exceptions as RuntimeException with custom message.
+   *
+   * @param fn Runnable to be executed
+   * @param msg Message to be set for rethrown exception
+   * @param <E> Type of exception thrown
+   */
+  public static <E extends Exception> void rethrowAsRuntimeException(
+      ThrowingRunnable<E> fn, String msg) {
+    try {
+      fn.run();
+    } catch (Exception e) {
+      throw new RuntimeException(msg, e);
     }
+  }
 
-    /**
-     * Executes given supplier and rethrows any exceptions as RuntimeException.
-     *
-     * @param fn Supplier to be executed
-     * @param <T> Type of returned value
-     * @param <E> Type of exception thrown
-     * @return Result of supplier execution
-     */
-    public static <T, E extends Exception> T rethrowAsRuntimeException(ThrowingSupplier<T, E> fn) {
-        try {
-            return fn.get();
-        } catch (Exception e) {
-            throw new RuntimeException(e);
-        }
+  /**
+   * Executes given supplier and rethrows any exceptions as RuntimeException.
+   *
+   * @param fn Supplier to be executed
+   * @param <T> Type of returned value
+   * @param <E> Type of exception thrown
+   * @return Result of supplier execution
+   */
+  public static <T, E extends Exception> T rethrowAsRuntimeException(ThrowingSupplier<T, E> fn) {
+    try {
+      return fn.get();
+    } catch (Exception e) {
+      throw new RuntimeException(e);
     }
+  }
 
-    /**
-     * Executes given supplier and rethrows any exceptions as RuntimeException with custom message.
-     *
-     * @param fn Supplier to be executed
-     * @param msg Message to be set for rethrown exception
-     * @param <T> Type of returned value
-     * @param <E> Type of exception thrown
-     * @return Result of supplier execution
-     */
-    public static <T, E extends Exception> T rethrowAsRuntimeException(
-            ThrowingSupplier<T, E> fn, String msg) {
-        try {
-            return fn.get();
-        } catch (Exception e) {
-            throw new RuntimeException(msg, e);
-        }
+  /**
+   * Executes given supplier and rethrows any exceptions as RuntimeException with custom message.
+   *
+   * @param fn Supplier to be executed
+   * @param msg Message to be set for rethrown exception
+   * @param <T> Type of returned value
+   * @param <E> Type of exception thrown
+   * @return Result of supplier execution
+   */
+  public static <T, E extends Exception> T rethrowAsRuntimeException(
+      ThrowingSupplier<T, E> fn, String msg) {
+    try {
+      return fn.get();
+    } catch (Exception e) {
+      throw new RuntimeException(msg, e);
     }
+  }
 }
diff --git a/dhp-common/src/main/java/eu/dnetlib/dhp/model/mdstore/MetadataRecord.java b/dhp-common/src/main/java/eu/dnetlib/dhp/model/mdstore/MetadataRecord.java
index 98ee80bd6c..56d7217ff4 100644
--- a/dhp-common/src/main/java/eu/dnetlib/dhp/model/mdstore/MetadataRecord.java
+++ b/dhp-common/src/main/java/eu/dnetlib/dhp/model/mdstore/MetadataRecord.java
@@ -6,115 +6,115 @@ import java.io.Serializable;
 /** This class models a record inside the new Metadata store collection on HDFS * */
 public class MetadataRecord implements Serializable {
 
-    /** The D-Net Identifier associated to the record */
-    private String id;
+  /** The D-Net Identifier associated to the record */
+  private String id;
 
-    /** The original Identifier of the record */
-    private String originalId;
+  /** The original Identifier of the record */
+  private String originalId;
 
-    /** The encoding of the record, should be JSON or XML */
-    private String encoding;
+  /** The encoding of the record, should be JSON or XML */
+  private String encoding;
 
-    /**
-     * The information about the provenance of the record see @{@link Provenance} for the model of
-     * this information
-     */
-    private Provenance provenance;
+  /**
+   * The information about the provenance of the record see @{@link Provenance} for the model of
+   * this information
+   */
+  private Provenance provenance;
 
-    /** The content of the metadata */
-    private String body;
+  /** The content of the metadata */
+  private String body;
 
-    /** the date when the record has been stored */
-    private long dateOfCollection;
+  /** the date when the record has been stored */
+  private long dateOfCollection;
 
-    /** the date when the record has been stored */
-    private long dateOfTransformation;
+  /** the date when the record has been stored */
+  private long dateOfTransformation;
 
-    public MetadataRecord() {
-        this.dateOfCollection = System.currentTimeMillis();
+  public MetadataRecord() {
+    this.dateOfCollection = System.currentTimeMillis();
+  }
+
+  public MetadataRecord(
+      String originalId,
+      String encoding,
+      Provenance provenance,
+      String body,
+      long dateOfCollection) {
+
+    this.originalId = originalId;
+    this.encoding = encoding;
+    this.provenance = provenance;
+    this.body = body;
+    this.dateOfCollection = dateOfCollection;
+    this.id = DHPUtils.generateIdentifier(originalId, this.provenance.getNsPrefix());
+  }
+
+  public String getId() {
+    return id;
+  }
+
+  public void setId(String id) {
+    this.id = id;
+  }
+
+  public String getOriginalId() {
+    return originalId;
+  }
+
+  public void setOriginalId(String originalId) {
+    this.originalId = originalId;
+  }
+
+  public String getEncoding() {
+    return encoding;
+  }
+
+  public void setEncoding(String encoding) {
+    this.encoding = encoding;
+  }
+
+  public Provenance getProvenance() {
+    return provenance;
+  }
+
+  public void setProvenance(Provenance provenance) {
+    this.provenance = provenance;
+  }
+
+  public String getBody() {
+    return body;
+  }
+
+  public void setBody(String body) {
+    this.body = body;
+  }
+
+  public long getDateOfCollection() {
+    return dateOfCollection;
+  }
+
+  public void setDateOfCollection(long dateOfCollection) {
+    this.dateOfCollection = dateOfCollection;
+  }
+
+  public long getDateOfTransformation() {
+    return dateOfTransformation;
+  }
+
+  public void setDateOfTransformation(long dateOfTransformation) {
+    this.dateOfTransformation = dateOfTransformation;
+  }
+
+  @Override
+  public boolean equals(Object o) {
+    if (!(o instanceof MetadataRecord)) {
+      return false;
     }
+    return ((MetadataRecord) o).getId().equalsIgnoreCase(id);
+  }
 
-    public MetadataRecord(
-            String originalId,
-            String encoding,
-            Provenance provenance,
-            String body,
-            long dateOfCollection) {
-
-        this.originalId = originalId;
-        this.encoding = encoding;
-        this.provenance = provenance;
-        this.body = body;
-        this.dateOfCollection = dateOfCollection;
-        this.id = DHPUtils.generateIdentifier(originalId, this.provenance.getNsPrefix());
-    }
-
-    public String getId() {
-        return id;
-    }
-
-    public void setId(String id) {
-        this.id = id;
-    }
-
-    public String getOriginalId() {
-        return originalId;
-    }
-
-    public void setOriginalId(String originalId) {
-        this.originalId = originalId;
-    }
-
-    public String getEncoding() {
-        return encoding;
-    }
-
-    public void setEncoding(String encoding) {
-        this.encoding = encoding;
-    }
-
-    public Provenance getProvenance() {
-        return provenance;
-    }
-
-    public void setProvenance(Provenance provenance) {
-        this.provenance = provenance;
-    }
-
-    public String getBody() {
-        return body;
-    }
-
-    public void setBody(String body) {
-        this.body = body;
-    }
-
-    public long getDateOfCollection() {
-        return dateOfCollection;
-    }
-
-    public void setDateOfCollection(long dateOfCollection) {
-        this.dateOfCollection = dateOfCollection;
-    }
-
-    public long getDateOfTransformation() {
-        return dateOfTransformation;
-    }
-
-    public void setDateOfTransformation(long dateOfTransformation) {
-        this.dateOfTransformation = dateOfTransformation;
-    }
-
-    @Override
-    public boolean equals(Object o) {
-        if (!(o instanceof MetadataRecord)) {
-            return false;
-        }
-        return ((MetadataRecord) o).getId().equalsIgnoreCase(id);
-    }
-
-    @Override
-    public int hashCode() {
-        return id.hashCode();
-    }
+  @Override
+  public int hashCode() {
+    return id.hashCode();
+  }
 }
diff --git a/dhp-common/src/main/java/eu/dnetlib/dhp/model/mdstore/Provenance.java b/dhp-common/src/main/java/eu/dnetlib/dhp/model/mdstore/Provenance.java
index dbbeb92765..90897c5c42 100644
--- a/dhp-common/src/main/java/eu/dnetlib/dhp/model/mdstore/Provenance.java
+++ b/dhp-common/src/main/java/eu/dnetlib/dhp/model/mdstore/Provenance.java
@@ -9,41 +9,41 @@ import java.io.Serializable;
  */
 public class Provenance implements Serializable {
 
-    private String datasourceId;
+  private String datasourceId;
 
-    private String datasourceName;
+  private String datasourceName;
 
-    private String nsPrefix;
+  private String nsPrefix;
 
-    public Provenance() {}
+  public Provenance() {}
 
-    public Provenance(String datasourceId, String datasourceName, String nsPrefix) {
-        this.datasourceId = datasourceId;
-        this.datasourceName = datasourceName;
-        this.nsPrefix = nsPrefix;
-    }
+  public Provenance(String datasourceId, String datasourceName, String nsPrefix) {
+    this.datasourceId = datasourceId;
+    this.datasourceName = datasourceName;
+    this.nsPrefix = nsPrefix;
+  }
 
-    public String getDatasourceId() {
-        return datasourceId;
-    }
+  public String getDatasourceId() {
+    return datasourceId;
+  }
 
-    public void setDatasourceId(String datasourceId) {
-        this.datasourceId = datasourceId;
-    }
+  public void setDatasourceId(String datasourceId) {
+    this.datasourceId = datasourceId;
+  }
 
-    public String getDatasourceName() {
-        return datasourceName;
-    }
+  public String getDatasourceName() {
+    return datasourceName;
+  }
 
-    public void setDatasourceName(String datasourceName) {
-        this.datasourceName = datasourceName;
-    }
+  public void setDatasourceName(String datasourceName) {
+    this.datasourceName = datasourceName;
+  }
 
-    public String getNsPrefix() {
-        return nsPrefix;
-    }
+  public String getNsPrefix() {
+    return nsPrefix;
+  }
 
-    public void setNsPrefix(String nsPrefix) {
-        this.nsPrefix = nsPrefix;
-    }
+  public void setNsPrefix(String nsPrefix) {
+    this.nsPrefix = nsPrefix;
+  }
 }
diff --git a/dhp-common/src/main/java/eu/dnetlib/dhp/parser/utility/VtdException.java b/dhp-common/src/main/java/eu/dnetlib/dhp/parser/utility/VtdException.java
index aa801acd54..3576dc92b5 100644
--- a/dhp-common/src/main/java/eu/dnetlib/dhp/parser/utility/VtdException.java
+++ b/dhp-common/src/main/java/eu/dnetlib/dhp/parser/utility/VtdException.java
@@ -2,11 +2,11 @@ package eu.dnetlib.dhp.parser.utility;
 
 public class VtdException extends Exception {
 
-    public VtdException(final Exception e) {
-        super(e);
-    }
+  public VtdException(final Exception e) {
+    super(e);
+  }
 
-    public VtdException(final Throwable e) {
-        super(e);
-    }
+  public VtdException(final Throwable e) {
+    super(e);
+  }
 }
diff --git a/dhp-common/src/main/java/eu/dnetlib/dhp/parser/utility/VtdUtilityParser.java b/dhp-common/src/main/java/eu/dnetlib/dhp/parser/utility/VtdUtilityParser.java
index c7a86957af..a12662d1f1 100644
--- a/dhp-common/src/main/java/eu/dnetlib/dhp/parser/utility/VtdUtilityParser.java
+++ b/dhp-common/src/main/java/eu/dnetlib/dhp/parser/utility/VtdUtilityParser.java
@@ -10,97 +10,96 @@ import java.util.Map;
 /** Created by sandro on 9/29/16. */
 public class VtdUtilityParser {
 
-    public static List<Node> getTextValuesWithAttributes(
-            final AutoPilot ap, final VTDNav vn, final String xpath, final List<String> attributes)
-            throws VtdException {
-        final List<Node> results = new ArrayList<>();
-        try {
-            ap.selectXPath(xpath);
+  public static List<Node> getTextValuesWithAttributes(
+      final AutoPilot ap, final VTDNav vn, final String xpath, final List<String> attributes)
+      throws VtdException {
+    final List<Node> results = new ArrayList<>();
+    try {
+      ap.selectXPath(xpath);
 
-            while (ap.evalXPath() != -1) {
-                final Node currentNode = new Node();
-                int t = vn.getText();
-                if (t >= 0) {
-                    currentNode.setTextValue(vn.toNormalizedString(t));
-                }
-                currentNode.setAttributes(getAttributes(vn, attributes));
-                results.add(currentNode);
+      while (ap.evalXPath() != -1) {
+        final Node currentNode = new Node();
+        int t = vn.getText();
+        if (t >= 0) {
+          currentNode.setTextValue(vn.toNormalizedString(t));
+        }
+        currentNode.setAttributes(getAttributes(vn, attributes));
+        results.add(currentNode);
+      }
+      return results;
+    } catch (Exception e) {
+      throw new VtdException(e);
+    }
+  }
+
+  private static Map<String, String> getAttributes(final VTDNav vn, final List<String> attributes) {
+    final Map<String, String> currentAttributes = new HashMap<>();
+    if (attributes != null) {
+
+      attributes.forEach(
+          attributeKey -> {
+            try {
+              int attr = vn.getAttrVal(attributeKey);
+              if (attr > -1) {
+                currentAttributes.put(attributeKey, vn.toNormalizedString(attr));
+              }
+            } catch (Throwable e) {
+              throw new RuntimeException(e);
             }
-            return results;
-        } catch (Exception e) {
-            throw new VtdException(e);
-        }
+          });
+    }
+    return currentAttributes;
+  }
+
+  public static List<String> getTextValue(final AutoPilot ap, final VTDNav vn, final String xpath)
+      throws VtdException {
+    List<String> results = new ArrayList<>();
+    try {
+      ap.selectXPath(xpath);
+      while (ap.evalXPath() != -1) {
+        int t = vn.getText();
+        if (t > -1) results.add(vn.toNormalizedString(t));
+      }
+      return results;
+    } catch (Exception e) {
+      throw new VtdException(e);
+    }
+  }
+
+  public static String getSingleValue(final AutoPilot ap, final VTDNav nav, final String xpath)
+      throws VtdException {
+    try {
+      ap.selectXPath(xpath);
+      while (ap.evalXPath() != -1) {
+        int it = nav.getText();
+        if (it > -1) return nav.toNormalizedString(it);
+      }
+      return null;
+    } catch (Exception e) {
+      throw new VtdException(e);
+    }
+  }
+
+  public static class Node {
+
+    private String textValue;
+
+    private Map<String, String> attributes;
+
+    public String getTextValue() {
+      return textValue;
     }
 
-    private static Map<String, String> getAttributes(
-            final VTDNav vn, final List<String> attributes) {
-        final Map<String, String> currentAttributes = new HashMap<>();
-        if (attributes != null) {
-
-            attributes.forEach(
-                    attributeKey -> {
-                        try {
-                            int attr = vn.getAttrVal(attributeKey);
-                            if (attr > -1) {
-                                currentAttributes.put(attributeKey, vn.toNormalizedString(attr));
-                            }
-                        } catch (Throwable e) {
-                            throw new RuntimeException(e);
-                        }
-                    });
-        }
-        return currentAttributes;
+    public void setTextValue(final String textValue) {
+      this.textValue = textValue;
     }
 
-    public static List<String> getTextValue(final AutoPilot ap, final VTDNav vn, final String xpath)
-            throws VtdException {
-        List<String> results = new ArrayList<>();
-        try {
-            ap.selectXPath(xpath);
-            while (ap.evalXPath() != -1) {
-                int t = vn.getText();
-                if (t > -1) results.add(vn.toNormalizedString(t));
-            }
-            return results;
-        } catch (Exception e) {
-            throw new VtdException(e);
-        }
+    public Map<String, String> getAttributes() {
+      return attributes;
     }
 
-    public static String getSingleValue(final AutoPilot ap, final VTDNav nav, final String xpath)
-            throws VtdException {
-        try {
-            ap.selectXPath(xpath);
-            while (ap.evalXPath() != -1) {
-                int it = nav.getText();
-                if (it > -1) return nav.toNormalizedString(it);
-            }
-            return null;
-        } catch (Exception e) {
-            throw new VtdException(e);
-        }
-    }
-
-    public static class Node {
-
-        private String textValue;
-
-        private Map<String, String> attributes;
-
-        public String getTextValue() {
-            return textValue;
-        }
-
-        public void setTextValue(final String textValue) {
-            this.textValue = textValue;
-        }
-
-        public Map<String, String> getAttributes() {
-            return attributes;
-        }
-
-        public void setAttributes(final Map<String, String> attributes) {
-            this.attributes = attributes;
-        }
+    public void setAttributes(final Map<String, String> attributes) {
+      this.attributes = attributes;
     }
+  }
 }
diff --git a/dhp-common/src/main/java/eu/dnetlib/dhp/utils/DHPUtils.java b/dhp-common/src/main/java/eu/dnetlib/dhp/utils/DHPUtils.java
index b2b86d8f22..f5800cdaf4 100644
--- a/dhp-common/src/main/java/eu/dnetlib/dhp/utils/DHPUtils.java
+++ b/dhp-common/src/main/java/eu/dnetlib/dhp/utils/DHPUtils.java
@@ -14,57 +14,57 @@ import org.apache.commons.codec.binary.Hex;
 
 public class DHPUtils {
 
-    public static String md5(final String s) {
-        try {
-            final MessageDigest md = MessageDigest.getInstance("MD5");
-            md.update(s.getBytes("UTF-8"));
-            return new String(Hex.encodeHex(md.digest()));
-        } catch (final Exception e) {
-            System.err.println("Error creating id");
-            return null;
-        }
+  public static String md5(final String s) {
+    try {
+      final MessageDigest md = MessageDigest.getInstance("MD5");
+      md.update(s.getBytes("UTF-8"));
+      return new String(Hex.encodeHex(md.digest()));
+    } catch (final Exception e) {
+      System.err.println("Error creating id");
+      return null;
     }
+  }
 
-    public static String generateIdentifier(final String originalId, final String nsPrefix) {
-        return String.format("%s::%s", nsPrefix, DHPUtils.md5(originalId));
-    }
+  public static String generateIdentifier(final String originalId, final String nsPrefix) {
+    return String.format("%s::%s", nsPrefix, DHPUtils.md5(originalId));
+  }
 
-    public static String compressString(final String input) {
-        try (ByteArrayOutputStream out = new ByteArrayOutputStream();
-                Base64OutputStream b64os = new Base64OutputStream(out)) {
-            GZIPOutputStream gzip = new GZIPOutputStream(b64os);
-            gzip.write(input.getBytes(StandardCharsets.UTF_8));
-            gzip.close();
-            return out.toString();
-        } catch (Throwable e) {
-            return null;
-        }
+  public static String compressString(final String input) {
+    try (ByteArrayOutputStream out = new ByteArrayOutputStream();
+        Base64OutputStream b64os = new Base64OutputStream(out)) {
+      GZIPOutputStream gzip = new GZIPOutputStream(b64os);
+      gzip.write(input.getBytes(StandardCharsets.UTF_8));
+      gzip.close();
+      return out.toString();
+    } catch (Throwable e) {
+      return null;
     }
+  }
 
-    public static String decompressString(final String input) {
-        byte[] byteArray = Base64.decodeBase64(input.getBytes());
-        int len;
-        try (GZIPInputStream gis = new GZIPInputStream(new ByteArrayInputStream((byteArray)));
-                ByteArrayOutputStream bos = new ByteArrayOutputStream(byteArray.length)) {
-            byte[] buffer = new byte[1024];
-            while ((len = gis.read(buffer)) != -1) {
-                bos.write(buffer, 0, len);
-            }
-            return bos.toString();
-        } catch (Exception e) {
-            return null;
-        }
+  public static String decompressString(final String input) {
+    byte[] byteArray = Base64.decodeBase64(input.getBytes());
+    int len;
+    try (GZIPInputStream gis = new GZIPInputStream(new ByteArrayInputStream((byteArray)));
+        ByteArrayOutputStream bos = new ByteArrayOutputStream(byteArray.length)) {
+      byte[] buffer = new byte[1024];
+      while ((len = gis.read(buffer)) != -1) {
+        bos.write(buffer, 0, len);
+      }
+      return bos.toString();
+    } catch (Exception e) {
+      return null;
     }
+  }
 
-    public static String getJPathString(final String jsonPath, final String json) {
-        try {
-            Object o = JsonPath.read(json, jsonPath);
-            if (o instanceof String) return (String) o;
-            if (o instanceof JSONArray && ((JSONArray) o).size() > 0)
-                return (String) ((JSONArray) o).get(0);
-            return o.toString();
-        } catch (Exception e) {
-            return "";
-        }
+  public static String getJPathString(final String jsonPath, final String json) {
+    try {
+      Object o = JsonPath.read(json, jsonPath);
+      if (o instanceof String) return (String) o;
+      if (o instanceof JSONArray && ((JSONArray) o).size() > 0)
+        return (String) ((JSONArray) o).get(0);
+      return o.toString();
+    } catch (Exception e) {
+      return "";
     }
+  }
 }
diff --git a/dhp-common/src/main/java/eu/dnetlib/dhp/utils/ISLookupClientFactory.java b/dhp-common/src/main/java/eu/dnetlib/dhp/utils/ISLookupClientFactory.java
index c74cf3c111..b6f3f111ac 100644
--- a/dhp-common/src/main/java/eu/dnetlib/dhp/utils/ISLookupClientFactory.java
+++ b/dhp-common/src/main/java/eu/dnetlib/dhp/utils/ISLookupClientFactory.java
@@ -7,18 +7,18 @@ import org.apache.cxf.jaxws.JaxWsProxyFactoryBean;
 
 public class ISLookupClientFactory {
 
-    private static final Log log = LogFactory.getLog(ISLookupClientFactory.class);
+  private static final Log log = LogFactory.getLog(ISLookupClientFactory.class);
 
-    public static ISLookUpService getLookUpService(final String isLookupUrl) {
-        return getServiceStub(ISLookUpService.class, isLookupUrl);
-    }
+  public static ISLookUpService getLookUpService(final String isLookupUrl) {
+    return getServiceStub(ISLookUpService.class, isLookupUrl);
+  }
 
-    @SuppressWarnings("unchecked")
-    private static <T> T getServiceStub(final Class<T> clazz, final String endpoint) {
-        log.info(String.format("creating %s stub from %s", clazz.getName(), endpoint));
-        final JaxWsProxyFactoryBean jaxWsProxyFactory = new JaxWsProxyFactoryBean();
-        jaxWsProxyFactory.setServiceClass(clazz);
-        jaxWsProxyFactory.setAddress(endpoint);
-        return (T) jaxWsProxyFactory.create();
-    }
+  @SuppressWarnings("unchecked")
+  private static <T> T getServiceStub(final Class<T> clazz, final String endpoint) {
+    log.info(String.format("creating %s stub from %s", clazz.getName(), endpoint));
+    final JaxWsProxyFactoryBean jaxWsProxyFactory = new JaxWsProxyFactoryBean();
+    jaxWsProxyFactory.setServiceClass(clazz);
+    jaxWsProxyFactory.setAddress(endpoint);
+    return (T) jaxWsProxyFactory.create();
+  }
 }
diff --git a/dhp-common/src/main/java/eu/dnetlib/dhp/utils/saxon/AbstractExtensionFunction.java b/dhp-common/src/main/java/eu/dnetlib/dhp/utils/saxon/AbstractExtensionFunction.java
index 494a73a754..57bd130cba 100644
--- a/dhp-common/src/main/java/eu/dnetlib/dhp/utils/saxon/AbstractExtensionFunction.java
+++ b/dhp-common/src/main/java/eu/dnetlib/dhp/utils/saxon/AbstractExtensionFunction.java
@@ -9,26 +9,25 @@ import net.sf.saxon.trans.XPathException;
 
 public abstract class AbstractExtensionFunction extends ExtensionFunctionDefinition {
 
-    public static String DEFAULT_SAXON_EXT_NS_URI =
-            "http://www.d-net.research-infrastructures.eu/saxon-extension";
+  public static String DEFAULT_SAXON_EXT_NS_URI =
+      "http://www.d-net.research-infrastructures.eu/saxon-extension";
 
-    public abstract String getName();
+  public abstract String getName();
 
-    public abstract Sequence doCall(XPathContext context, Sequence[] arguments)
-            throws XPathException;
+  public abstract Sequence doCall(XPathContext context, Sequence[] arguments) throws XPathException;
 
-    @Override
-    public StructuredQName getFunctionQName() {
-        return new StructuredQName("dnet", DEFAULT_SAXON_EXT_NS_URI, getName());
-    }
+  @Override
+  public StructuredQName getFunctionQName() {
+    return new StructuredQName("dnet", DEFAULT_SAXON_EXT_NS_URI, getName());
+  }
 
-    @Override
-    public ExtensionFunctionCall makeCallExpression() {
-        return new ExtensionFunctionCall() {
-            @Override
-            public Sequence call(XPathContext context, Sequence[] arguments) throws XPathException {
-                return doCall(context, arguments);
-            }
-        };
-    }
+  @Override
+  public ExtensionFunctionCall makeCallExpression() {
+    return new ExtensionFunctionCall() {
+      @Override
+      public Sequence call(XPathContext context, Sequence[] arguments) throws XPathException {
+        return doCall(context, arguments);
+      }
+    };
+  }
 }
diff --git a/dhp-common/src/main/java/eu/dnetlib/dhp/utils/saxon/ExtractYear.java b/dhp-common/src/main/java/eu/dnetlib/dhp/utils/saxon/ExtractYear.java
index c027074bff..38ecb6377f 100644
--- a/dhp-common/src/main/java/eu/dnetlib/dhp/utils/saxon/ExtractYear.java
+++ b/dhp-common/src/main/java/eu/dnetlib/dhp/utils/saxon/ExtractYear.java
@@ -13,55 +13,55 @@ import net.sf.saxon.value.StringValue;
 
 public class ExtractYear extends AbstractExtensionFunction {
 
-    private static final String[] dateFormats = {"yyyy-MM-dd", "yyyy/MM/dd"};
+  private static final String[] dateFormats = {"yyyy-MM-dd", "yyyy/MM/dd"};
 
-    @Override
-    public String getName() {
-        return "extractYear";
-    }
+  @Override
+  public String getName() {
+    return "extractYear";
+  }
 
-    @Override
-    public Sequence doCall(XPathContext context, Sequence[] arguments) throws XPathException {
-        if (arguments == null | arguments.length == 0) {
-            return new StringValue("");
-        }
-        final Item item = arguments[0].head();
-        if (item == null) {
-            return new StringValue("");
-        }
-        return new StringValue(_year(item.getStringValue()));
+  @Override
+  public Sequence doCall(XPathContext context, Sequence[] arguments) throws XPathException {
+    if (arguments == null | arguments.length == 0) {
+      return new StringValue("");
     }
+    final Item item = arguments[0].head();
+    if (item == null) {
+      return new StringValue("");
+    }
+    return new StringValue(_year(item.getStringValue()));
+  }
 
-    @Override
-    public int getMinimumNumberOfArguments() {
-        return 0;
-    }
+  @Override
+  public int getMinimumNumberOfArguments() {
+    return 0;
+  }
 
-    @Override
-    public int getMaximumNumberOfArguments() {
-        return 1;
-    }
+  @Override
+  public int getMaximumNumberOfArguments() {
+    return 1;
+  }
 
-    @Override
-    public SequenceType[] getArgumentTypes() {
-        return new SequenceType[] {SequenceType.OPTIONAL_ITEM};
-    }
+  @Override
+  public SequenceType[] getArgumentTypes() {
+    return new SequenceType[] {SequenceType.OPTIONAL_ITEM};
+  }
 
-    @Override
-    public SequenceType getResultType(SequenceType[] suppliedArgumentTypes) {
-        return SequenceType.SINGLE_STRING;
-    }
+  @Override
+  public SequenceType getResultType(SequenceType[] suppliedArgumentTypes) {
+    return SequenceType.SINGLE_STRING;
+  }
 
-    private String _year(String s) {
-        Calendar c = new GregorianCalendar();
-        for (String format : dateFormats) {
-            try {
-                c.setTime(new SimpleDateFormat(format).parse(s));
-                String year = String.valueOf(c.get(Calendar.YEAR));
-                return year;
-            } catch (ParseException e) {
-            }
-        }
-        return "";
+  private String _year(String s) {
+    Calendar c = new GregorianCalendar();
+    for (String format : dateFormats) {
+      try {
+        c.setTime(new SimpleDateFormat(format).parse(s));
+        String year = String.valueOf(c.get(Calendar.YEAR));
+        return year;
+      } catch (ParseException e) {
+      }
     }
+    return "";
+  }
 }
diff --git a/dhp-common/src/main/java/eu/dnetlib/dhp/utils/saxon/NormalizeDate.java b/dhp-common/src/main/java/eu/dnetlib/dhp/utils/saxon/NormalizeDate.java
index 7465c9735e..def4fdfc7b 100644
--- a/dhp-common/src/main/java/eu/dnetlib/dhp/utils/saxon/NormalizeDate.java
+++ b/dhp-common/src/main/java/eu/dnetlib/dhp/utils/saxon/NormalizeDate.java
@@ -11,57 +11,57 @@ import net.sf.saxon.value.StringValue;
 
 public class NormalizeDate extends AbstractExtensionFunction {
 
-    private static final String[] normalizeDateFormats = {
-        "yyyy-MM-dd'T'hh:mm:ss", "yyyy-MM-dd", "yyyy/MM/dd", "yyyy"
-    };
+  private static final String[] normalizeDateFormats = {
+    "yyyy-MM-dd'T'hh:mm:ss", "yyyy-MM-dd", "yyyy/MM/dd", "yyyy"
+  };
 
-    private static final String normalizeOutFormat = new String("yyyy-MM-dd'T'hh:mm:ss'Z'");
+  private static final String normalizeOutFormat = new String("yyyy-MM-dd'T'hh:mm:ss'Z'");
 
-    @Override
-    public String getName() {
-        return "normalizeDate";
+  @Override
+  public String getName() {
+    return "normalizeDate";
+  }
+
+  @Override
+  public Sequence doCall(XPathContext context, Sequence[] arguments) throws XPathException {
+    if (arguments == null | arguments.length == 0) {
+      return new StringValue("");
     }
+    String s = arguments[0].head().getStringValue();
+    return new StringValue(_year(s));
+  }
 
-    @Override
-    public Sequence doCall(XPathContext context, Sequence[] arguments) throws XPathException {
-        if (arguments == null | arguments.length == 0) {
-            return new StringValue("");
-        }
-        String s = arguments[0].head().getStringValue();
-        return new StringValue(_year(s));
-    }
-
-    @Override
-    public int getMinimumNumberOfArguments() {
-        return 0;
-    }
-
-    @Override
-    public int getMaximumNumberOfArguments() {
-        return 1;
-    }
-
-    @Override
-    public SequenceType[] getArgumentTypes() {
-        return new SequenceType[] {SequenceType.OPTIONAL_ITEM};
-    }
-
-    @Override
-    public SequenceType getResultType(SequenceType[] suppliedArgumentTypes) {
-        return SequenceType.SINGLE_STRING;
-    }
-
-    private String _year(String s) {
-        final String date = s != null ? s.trim() : "";
-
-        for (String format : normalizeDateFormats) {
-            try {
-                Date parse = new SimpleDateFormat(format).parse(date);
-                String res = new SimpleDateFormat(normalizeOutFormat).format(parse);
-                return res;
-            } catch (ParseException e) {
-            }
-        }
-        return "";
+  @Override
+  public int getMinimumNumberOfArguments() {
+    return 0;
+  }
+
+  @Override
+  public int getMaximumNumberOfArguments() {
+    return 1;
+  }
+
+  @Override
+  public SequenceType[] getArgumentTypes() {
+    return new SequenceType[] {SequenceType.OPTIONAL_ITEM};
+  }
+
+  @Override
+  public SequenceType getResultType(SequenceType[] suppliedArgumentTypes) {
+    return SequenceType.SINGLE_STRING;
+  }
+
+  private String _year(String s) {
+    final String date = s != null ? s.trim() : "";
+
+    for (String format : normalizeDateFormats) {
+      try {
+        Date parse = new SimpleDateFormat(format).parse(date);
+        String res = new SimpleDateFormat(normalizeOutFormat).format(parse);
+        return res;
+      } catch (ParseException e) {
+      }
     }
+    return "";
+  }
 }
diff --git a/dhp-common/src/main/java/eu/dnetlib/dhp/utils/saxon/PickFirst.java b/dhp-common/src/main/java/eu/dnetlib/dhp/utils/saxon/PickFirst.java
index 16ccaaa173..73159c6179 100644
--- a/dhp-common/src/main/java/eu/dnetlib/dhp/utils/saxon/PickFirst.java
+++ b/dhp-common/src/main/java/eu/dnetlib/dhp/utils/saxon/PickFirst.java
@@ -10,51 +10,50 @@ import org.apache.commons.lang3.StringUtils;
 
 public class PickFirst extends AbstractExtensionFunction {
 
-    @Override
-    public String getName() {
-        return "pickFirst";
+  @Override
+  public String getName() {
+    return "pickFirst";
+  }
+
+  @Override
+  public Sequence doCall(XPathContext context, Sequence[] arguments) throws XPathException {
+    if (arguments == null | arguments.length == 0) {
+      return new StringValue("");
     }
 
-    @Override
-    public Sequence doCall(XPathContext context, Sequence[] arguments) throws XPathException {
-        if (arguments == null | arguments.length == 0) {
-            return new StringValue("");
-        }
+    final String s1 = getValue(arguments[0]);
+    final String s2 = getValue(arguments[1]);
 
-        final String s1 = getValue(arguments[0]);
-        final String s2 = getValue(arguments[1]);
+    return new StringValue(StringUtils.isNotBlank(s1) ? s1 : StringUtils.isNotBlank(s2) ? s2 : "");
+  }
 
-        return new StringValue(
-                StringUtils.isNotBlank(s1) ? s1 : StringUtils.isNotBlank(s2) ? s2 : "");
+  private String getValue(final Sequence arg) throws XPathException {
+    if (arg != null) {
+      final Item item = arg.head();
+      if (item != null) {
+        return item.getStringValue();
+      }
     }
+    return "";
+  }
 
-    private String getValue(final Sequence arg) throws XPathException {
-        if (arg != null) {
-            final Item item = arg.head();
-            if (item != null) {
-                return item.getStringValue();
-            }
-        }
-        return "";
-    }
+  @Override
+  public int getMinimumNumberOfArguments() {
+    return 0;
+  }
 
-    @Override
-    public int getMinimumNumberOfArguments() {
-        return 0;
-    }
+  @Override
+  public int getMaximumNumberOfArguments() {
+    return 2;
+  }
 
-    @Override
-    public int getMaximumNumberOfArguments() {
-        return 2;
-    }
+  @Override
+  public SequenceType[] getArgumentTypes() {
+    return new SequenceType[] {SequenceType.OPTIONAL_ITEM};
+  }
 
-    @Override
-    public SequenceType[] getArgumentTypes() {
-        return new SequenceType[] {SequenceType.OPTIONAL_ITEM};
-    }
-
-    @Override
-    public SequenceType getResultType(SequenceType[] suppliedArgumentTypes) {
-        return SequenceType.SINGLE_STRING;
-    }
+  @Override
+  public SequenceType getResultType(SequenceType[] suppliedArgumentTypes) {
+    return SequenceType.SINGLE_STRING;
+  }
 }
diff --git a/dhp-common/src/main/java/eu/dnetlib/dhp/utils/saxon/SaxonTransformerFactory.java b/dhp-common/src/main/java/eu/dnetlib/dhp/utils/saxon/SaxonTransformerFactory.java
index 0ee1cfb60e..18ce51887b 100644
--- a/dhp-common/src/main/java/eu/dnetlib/dhp/utils/saxon/SaxonTransformerFactory.java
+++ b/dhp-common/src/main/java/eu/dnetlib/dhp/utils/saxon/SaxonTransformerFactory.java
@@ -9,21 +9,21 @@ import net.sf.saxon.TransformerFactoryImpl;
 
 public class SaxonTransformerFactory {
 
-    /**
-     * Creates the index record transformer from the given XSLT
-     *
-     * @param xslt
-     * @return
-     * @throws TransformerException
-     */
-    public static Transformer newInstance(final String xslt) throws TransformerException {
+  /**
+   * Creates the index record transformer from the given XSLT
+   *
+   * @param xslt
+   * @return
+   * @throws TransformerException
+   */
+  public static Transformer newInstance(final String xslt) throws TransformerException {
 
-        final TransformerFactoryImpl factory = new TransformerFactoryImpl();
-        final Configuration conf = factory.getConfiguration();
-        conf.registerExtensionFunction(new ExtractYear());
-        conf.registerExtensionFunction(new NormalizeDate());
-        conf.registerExtensionFunction(new PickFirst());
+    final TransformerFactoryImpl factory = new TransformerFactoryImpl();
+    final Configuration conf = factory.getConfiguration();
+    conf.registerExtensionFunction(new ExtractYear());
+    conf.registerExtensionFunction(new NormalizeDate());
+    conf.registerExtensionFunction(new PickFirst());
 
-        return factory.newTransformer(new StreamSource(new StringReader(xslt)));
-    }
+    return factory.newTransformer(new StreamSource(new StringReader(xslt)));
+  }
 }
diff --git a/dhp-common/src/main/java/eu/dnetlib/message/Message.java b/dhp-common/src/main/java/eu/dnetlib/message/Message.java
index 6accff806d..b62afb19a0 100644
--- a/dhp-common/src/main/java/eu/dnetlib/message/Message.java
+++ b/dhp-common/src/main/java/eu/dnetlib/message/Message.java
@@ -7,67 +7,67 @@ import java.util.Map;
 
 public class Message {
 
-    private String workflowId;
+  private String workflowId;
 
-    private String jobName;
+  private String jobName;
 
-    private MessageType type;
+  private MessageType type;
 
-    private Map<String, String> body;
+  private Map<String, String> body;
 
-    public static Message fromJson(final String json) throws IOException {
-        final ObjectMapper jsonMapper = new ObjectMapper();
-        return jsonMapper.readValue(json, Message.class);
-    }
-
-    public Message() {}
-
-    public Message(String workflowId, String jobName, MessageType type, Map<String, String> body) {
-        this.workflowId = workflowId;
-        this.jobName = jobName;
-        this.type = type;
-        this.body = body;
-    }
-
-    public String getWorkflowId() {
-        return workflowId;
-    }
-
-    public void setWorkflowId(String workflowId) {
-        this.workflowId = workflowId;
-    }
-
-    public String getJobName() {
-        return jobName;
-    }
-
-    public void setJobName(String jobName) {
-        this.jobName = jobName;
-    }
-
-    public MessageType getType() {
-        return type;
-    }
-
-    public void setType(MessageType type) {
-        this.type = type;
-    }
-
-    public Map<String, String> getBody() {
-        return body;
-    }
-
-    public void setBody(Map<String, String> body) {
-        this.body = body;
-    }
-
-    @Override
-    public String toString() {
-        final ObjectMapper jsonMapper = new ObjectMapper();
-        try {
-            return jsonMapper.writeValueAsString(this);
-        } catch (JsonProcessingException e) {
-            return null;
-        }
+  public static Message fromJson(final String json) throws IOException {
+    final ObjectMapper jsonMapper = new ObjectMapper();
+    return jsonMapper.readValue(json, Message.class);
+  }
+
+  public Message() {}
+
+  public Message(String workflowId, String jobName, MessageType type, Map<String, String> body) {
+    this.workflowId = workflowId;
+    this.jobName = jobName;
+    this.type = type;
+    this.body = body;
+  }
+
+  public String getWorkflowId() {
+    return workflowId;
+  }
+
+  public void setWorkflowId(String workflowId) {
+    this.workflowId = workflowId;
+  }
+
+  public String getJobName() {
+    return jobName;
+  }
+
+  public void setJobName(String jobName) {
+    this.jobName = jobName;
+  }
+
+  public MessageType getType() {
+    return type;
+  }
+
+  public void setType(MessageType type) {
+    this.type = type;
+  }
+
+  public Map<String, String> getBody() {
+    return body;
+  }
+
+  public void setBody(Map<String, String> body) {
+    this.body = body;
+  }
+
+  @Override
+  public String toString() {
+    final ObjectMapper jsonMapper = new ObjectMapper();
+    try {
+      return jsonMapper.writeValueAsString(this);
+    } catch (JsonProcessingException e) {
+      return null;
     }
+  }
 }
diff --git a/dhp-common/src/main/java/eu/dnetlib/message/MessageConsumer.java b/dhp-common/src/main/java/eu/dnetlib/message/MessageConsumer.java
index a2f3eff3eb..3df712a624 100644
--- a/dhp-common/src/main/java/eu/dnetlib/message/MessageConsumer.java
+++ b/dhp-common/src/main/java/eu/dnetlib/message/MessageConsumer.java
@@ -10,36 +10,36 @@ import java.util.concurrent.LinkedBlockingQueue;
 
 public class MessageConsumer extends DefaultConsumer {
 
-    final LinkedBlockingQueue<Message> queueMessages;
+  final LinkedBlockingQueue<Message> queueMessages;
 
-    /**
-     * Constructs a new instance and records its association to the passed-in channel.
-     *
-     * @param channel the channel to which this consumer is attached
-     * @param queueMessages
-     */
-    public MessageConsumer(Channel channel, LinkedBlockingQueue<Message> queueMessages) {
-        super(channel);
-        this.queueMessages = queueMessages;
-    }
+  /**
+   * Constructs a new instance and records its association to the passed-in channel.
+   *
+   * @param channel the channel to which this consumer is attached
+   * @param queueMessages
+   */
+  public MessageConsumer(Channel channel, LinkedBlockingQueue<Message> queueMessages) {
+    super(channel);
+    this.queueMessages = queueMessages;
+  }
 
-    @Override
-    public void handleDelivery(
-            String consumerTag, Envelope envelope, AMQP.BasicProperties properties, byte[] body)
-            throws IOException {
-        final String json = new String(body, StandardCharsets.UTF_8);
-        Message message = Message.fromJson(json);
-        try {
-            this.queueMessages.put(message);
-            System.out.println("Receiving Message " + message);
-        } catch (InterruptedException e) {
-            if (message.getType() == MessageType.REPORT)
-                throw new RuntimeException("Error on sending message");
-            else {
-                // TODO LOGGING EXCEPTION
-            }
-        } finally {
-            getChannel().basicAck(envelope.getDeliveryTag(), false);
-        }
+  @Override
+  public void handleDelivery(
+      String consumerTag, Envelope envelope, AMQP.BasicProperties properties, byte[] body)
+      throws IOException {
+    final String json = new String(body, StandardCharsets.UTF_8);
+    Message message = Message.fromJson(json);
+    try {
+      this.queueMessages.put(message);
+      System.out.println("Receiving Message " + message);
+    } catch (InterruptedException e) {
+      if (message.getType() == MessageType.REPORT)
+        throw new RuntimeException("Error on sending message");
+      else {
+        // TODO LOGGING EXCEPTION
+      }
+    } finally {
+      getChannel().basicAck(envelope.getDeliveryTag(), false);
     }
+  }
 }
diff --git a/dhp-common/src/main/java/eu/dnetlib/message/MessageManager.java b/dhp-common/src/main/java/eu/dnetlib/message/MessageManager.java
index d226e76627..8370a6cc8e 100644
--- a/dhp-common/src/main/java/eu/dnetlib/message/MessageManager.java
+++ b/dhp-common/src/main/java/eu/dnetlib/message/MessageManager.java
@@ -11,124 +11,124 @@ import java.util.concurrent.TimeoutException;
 
 public class MessageManager {
 
-    private final String messageHost;
+  private final String messageHost;
 
-    private final String username;
+  private final String username;
 
-    private final String password;
+  private final String password;
 
-    private Connection connection;
+  private Connection connection;
 
-    private Map<String, Channel> channels = new HashMap<>();
+  private Map<String, Channel> channels = new HashMap<>();
 
-    private boolean durable;
+  private boolean durable;
 
-    private boolean autodelete;
+  private boolean autodelete;
 
-    private final LinkedBlockingQueue<Message> queueMessages;
+  private final LinkedBlockingQueue<Message> queueMessages;
 
-    public MessageManager(
-            String messageHost,
-            String username,
-            String password,
-            final LinkedBlockingQueue<Message> queueMessages) {
-        this.queueMessages = queueMessages;
-        this.messageHost = messageHost;
-        this.username = username;
-        this.password = password;
+  public MessageManager(
+      String messageHost,
+      String username,
+      String password,
+      final LinkedBlockingQueue<Message> queueMessages) {
+    this.queueMessages = queueMessages;
+    this.messageHost = messageHost;
+    this.username = username;
+    this.password = password;
+  }
+
+  public MessageManager(
+      String messageHost,
+      String username,
+      String password,
+      boolean durable,
+      boolean autodelete,
+      final LinkedBlockingQueue<Message> queueMessages) {
+    this.queueMessages = queueMessages;
+    this.messageHost = messageHost;
+    this.username = username;
+    this.password = password;
+
+    this.durable = durable;
+    this.autodelete = autodelete;
+  }
+
+  private Connection createConnection() throws IOException, TimeoutException {
+    ConnectionFactory factory = new ConnectionFactory();
+    factory.setHost(this.messageHost);
+    factory.setUsername(this.username);
+    factory.setPassword(this.password);
+    return factory.newConnection();
+  }
+
+  private Channel createChannel(
+      final Connection connection,
+      final String queueName,
+      final boolean durable,
+      final boolean autodelete)
+      throws Exception {
+    Map<String, Object> args = new HashMap<>();
+    args.put("x-message-ttl", 10000);
+    Channel channel = connection.createChannel();
+    channel.queueDeclare(queueName, durable, false, this.autodelete, args);
+    return channel;
+  }
+
+  private Channel getOrCreateChannel(final String queueName, boolean durable, boolean autodelete)
+      throws Exception {
+    if (channels.containsKey(queueName)) {
+      return channels.get(queueName);
     }
 
-    public MessageManager(
-            String messageHost,
-            String username,
-            String password,
-            boolean durable,
-            boolean autodelete,
-            final LinkedBlockingQueue<Message> queueMessages) {
-        this.queueMessages = queueMessages;
-        this.messageHost = messageHost;
-        this.username = username;
-        this.password = password;
-
-        this.durable = durable;
-        this.autodelete = autodelete;
+    if (this.connection == null) {
+      this.connection = createConnection();
     }
+    channels.put(queueName, createChannel(this.connection, queueName, durable, autodelete));
+    return channels.get(queueName);
+  }
 
-    private Connection createConnection() throws IOException, TimeoutException {
-        ConnectionFactory factory = new ConnectionFactory();
-        factory.setHost(this.messageHost);
-        factory.setUsername(this.username);
-        factory.setPassword(this.password);
-        return factory.newConnection();
+  public void close() throws IOException {
+    channels
+        .values()
+        .forEach(
+            ch -> {
+              try {
+                ch.close();
+              } catch (Exception e) {
+                // TODO LOG
+              }
+            });
+
+    this.connection.close();
+  }
+
+  public boolean sendMessage(final Message message, String queueName) throws Exception {
+    try {
+      Channel channel = getOrCreateChannel(queueName, this.durable, this.autodelete);
+      channel.basicPublish("", queueName, null, message.toString().getBytes());
+      return true;
+    } catch (Throwable e) {
+      throw new RuntimeException(e);
     }
+  }
 
-    private Channel createChannel(
-            final Connection connection,
-            final String queueName,
-            final boolean durable,
-            final boolean autodelete)
-            throws Exception {
-        Map<String, Object> args = new HashMap<>();
-        args.put("x-message-ttl", 10000);
-        Channel channel = connection.createChannel();
-        channel.queueDeclare(queueName, durable, false, this.autodelete, args);
-        return channel;
+  public boolean sendMessage(
+      final Message message, String queueName, boolean durable_var, boolean autodelete_var)
+      throws Exception {
+    try {
+      Channel channel = getOrCreateChannel(queueName, durable_var, autodelete_var);
+      channel.basicPublish("", queueName, null, message.toString().getBytes());
+      return true;
+    } catch (Throwable e) {
+      throw new RuntimeException(e);
     }
+  }
 
-    private Channel getOrCreateChannel(final String queueName, boolean durable, boolean autodelete)
-            throws Exception {
-        if (channels.containsKey(queueName)) {
-            return channels.get(queueName);
-        }
+  public void startConsumingMessage(
+      final String queueName, final boolean durable, final boolean autodelete) throws Exception {
 
-        if (this.connection == null) {
-            this.connection = createConnection();
-        }
-        channels.put(queueName, createChannel(this.connection, queueName, durable, autodelete));
-        return channels.get(queueName);
-    }
-
-    public void close() throws IOException {
-        channels.values()
-                .forEach(
-                        ch -> {
-                            try {
-                                ch.close();
-                            } catch (Exception e) {
-                                // TODO LOG
-                            }
-                        });
-
-        this.connection.close();
-    }
-
-    public boolean sendMessage(final Message message, String queueName) throws Exception {
-        try {
-            Channel channel = getOrCreateChannel(queueName, this.durable, this.autodelete);
-            channel.basicPublish("", queueName, null, message.toString().getBytes());
-            return true;
-        } catch (Throwable e) {
-            throw new RuntimeException(e);
-        }
-    }
-
-    public boolean sendMessage(
-            final Message message, String queueName, boolean durable_var, boolean autodelete_var)
-            throws Exception {
-        try {
-            Channel channel = getOrCreateChannel(queueName, durable_var, autodelete_var);
-            channel.basicPublish("", queueName, null, message.toString().getBytes());
-            return true;
-        } catch (Throwable e) {
-            throw new RuntimeException(e);
-        }
-    }
-
-    public void startConsumingMessage(
-            final String queueName, final boolean durable, final boolean autodelete)
-            throws Exception {
-
-        Channel channel = createChannel(createConnection(), queueName, durable, autodelete);
-        channel.basicConsume(queueName, false, new MessageConsumer(channel, queueMessages));
-    }
+    Channel channel = createChannel(createConnection(), queueName, durable, autodelete);
+    channel.basicConsume(queueName, false, new MessageConsumer(channel, queueMessages));
+  }
 }
diff --git a/dhp-common/src/main/java/eu/dnetlib/message/MessageType.java b/dhp-common/src/main/java/eu/dnetlib/message/MessageType.java
index 37db1ec4fc..edca900611 100644
--- a/dhp-common/src/main/java/eu/dnetlib/message/MessageType.java
+++ b/dhp-common/src/main/java/eu/dnetlib/message/MessageType.java
@@ -1,6 +1,6 @@
 package eu.dnetlib.message;
 
 public enum MessageType {
-    ONGOING,
-    REPORT
+  ONGOING,
+  REPORT
 }
diff --git a/dhp-common/src/main/java/eu/dnetlib/scholexplorer/relation/RelInfo.java b/dhp-common/src/main/java/eu/dnetlib/scholexplorer/relation/RelInfo.java
index 0d6cd33c1a..1ae6e8eadc 100644
--- a/dhp-common/src/main/java/eu/dnetlib/scholexplorer/relation/RelInfo.java
+++ b/dhp-common/src/main/java/eu/dnetlib/scholexplorer/relation/RelInfo.java
@@ -3,22 +3,22 @@ package eu.dnetlib.scholexplorer.relation;
 import java.io.Serializable;
 
 public class RelInfo implements Serializable {
-    private String original;
-    private String inverse;
+  private String original;
+  private String inverse;
 
-    public String getOriginal() {
-        return original;
-    }
+  public String getOriginal() {
+    return original;
+  }
 
-    public void setOriginal(String original) {
-        this.original = original;
-    }
+  public void setOriginal(String original) {
+    this.original = original;
+  }
 
-    public String getInverse() {
-        return inverse;
-    }
+  public String getInverse() {
+    return inverse;
+  }
 
-    public void setInverse(String inverse) {
-        this.inverse = inverse;
-    }
+  public void setInverse(String inverse) {
+    this.inverse = inverse;
+  }
 }
diff --git a/dhp-common/src/main/java/eu/dnetlib/scholexplorer/relation/RelationMapper.java b/dhp-common/src/main/java/eu/dnetlib/scholexplorer/relation/RelationMapper.java
index 5d5659ea62..9cc995821f 100644
--- a/dhp-common/src/main/java/eu/dnetlib/scholexplorer/relation/RelationMapper.java
+++ b/dhp-common/src/main/java/eu/dnetlib/scholexplorer/relation/RelationMapper.java
@@ -7,12 +7,12 @@ import org.apache.commons.io.IOUtils;
 
 public class RelationMapper extends HashMap<String, RelInfo> implements Serializable {
 
-    public static RelationMapper load() throws Exception {
+  public static RelationMapper load() throws Exception {
 
-        final String json =
-                IOUtils.toString(RelationMapper.class.getResourceAsStream("relations.json"));
+    final String json =
+        IOUtils.toString(RelationMapper.class.getResourceAsStream("relations.json"));
 
-        ObjectMapper mapper = new ObjectMapper();
-        return mapper.readValue(json, RelationMapper.class);
-    }
+    ObjectMapper mapper = new ObjectMapper();
+    return mapper.readValue(json, RelationMapper.class);
+  }
 }
diff --git a/dhp-common/src/test/java/eu/dnetlib/dhp/application/ArgumentApplicationParserTest.java b/dhp-common/src/test/java/eu/dnetlib/dhp/application/ArgumentApplicationParserTest.java
index 81f86657dc..bb7351745d 100644
--- a/dhp-common/src/test/java/eu/dnetlib/dhp/application/ArgumentApplicationParserTest.java
+++ b/dhp-common/src/test/java/eu/dnetlib/dhp/application/ArgumentApplicationParserTest.java
@@ -8,59 +8,58 @@ import org.junit.jupiter.api.Test;
 
 public class ArgumentApplicationParserTest {
 
-    @Test
-    public void testParseParameter() throws Exception {
-        final String jsonConfiguration =
-                IOUtils.toString(
-                        this.getClass()
-                                .getResourceAsStream("/eu/dnetlib/application/parameters.json"));
-        assertNotNull(jsonConfiguration);
-        ArgumentApplicationParser parser = new ArgumentApplicationParser(jsonConfiguration);
-        parser.parseArgument(
-                new String[] {
-                    "-p",
-                    "value0",
-                    "-a",
-                    "value1",
-                    "-n",
-                    "value2",
-                    "-u",
-                    "value3",
-                    "-ru",
-                    "value4",
-                    "-rp",
-                    "value5",
-                    "-rh",
-                    "value6",
-                    "-ro",
-                    "value7",
-                    "-rr",
-                    "value8",
-                    "-w",
-                    "value9",
-                    "-cc",
-                    ArgumentApplicationParser.compressArgument(jsonConfiguration)
-                });
-        assertNotNull(parser.get("hdfsPath"));
-        assertNotNull(parser.get("apidescriptor"));
-        assertNotNull(parser.get("namenode"));
-        assertNotNull(parser.get("userHDFS"));
-        assertNotNull(parser.get("rabbitUser"));
-        assertNotNull(parser.get("rabbitPassWord"));
-        assertNotNull(parser.get("rabbitHost"));
-        assertNotNull(parser.get("rabbitOngoingQueue"));
-        assertNotNull(parser.get("rabbitReportQueue"));
-        assertNotNull(parser.get("workflowId"));
-        assertEquals("value0", parser.get("hdfsPath"));
-        assertEquals("value1", parser.get("apidescriptor"));
-        assertEquals("value2", parser.get("namenode"));
-        assertEquals("value3", parser.get("userHDFS"));
-        assertEquals("value4", parser.get("rabbitUser"));
-        assertEquals("value5", parser.get("rabbitPassWord"));
-        assertEquals("value6", parser.get("rabbitHost"));
-        assertEquals("value7", parser.get("rabbitOngoingQueue"));
-        assertEquals("value8", parser.get("rabbitReportQueue"));
-        assertEquals("value9", parser.get("workflowId"));
-        assertEquals(jsonConfiguration, parser.get("ccCoco"));
-    }
+  @Test
+  public void testParseParameter() throws Exception {
+    final String jsonConfiguration =
+        IOUtils.toString(
+            this.getClass().getResourceAsStream("/eu/dnetlib/application/parameters.json"));
+    assertNotNull(jsonConfiguration);
+    ArgumentApplicationParser parser = new ArgumentApplicationParser(jsonConfiguration);
+    parser.parseArgument(
+        new String[] {
+          "-p",
+          "value0",
+          "-a",
+          "value1",
+          "-n",
+          "value2",
+          "-u",
+          "value3",
+          "-ru",
+          "value4",
+          "-rp",
+          "value5",
+          "-rh",
+          "value6",
+          "-ro",
+          "value7",
+          "-rr",
+          "value8",
+          "-w",
+          "value9",
+          "-cc",
+          ArgumentApplicationParser.compressArgument(jsonConfiguration)
+        });
+    assertNotNull(parser.get("hdfsPath"));
+    assertNotNull(parser.get("apidescriptor"));
+    assertNotNull(parser.get("namenode"));
+    assertNotNull(parser.get("userHDFS"));
+    assertNotNull(parser.get("rabbitUser"));
+    assertNotNull(parser.get("rabbitPassWord"));
+    assertNotNull(parser.get("rabbitHost"));
+    assertNotNull(parser.get("rabbitOngoingQueue"));
+    assertNotNull(parser.get("rabbitReportQueue"));
+    assertNotNull(parser.get("workflowId"));
+    assertEquals("value0", parser.get("hdfsPath"));
+    assertEquals("value1", parser.get("apidescriptor"));
+    assertEquals("value2", parser.get("namenode"));
+    assertEquals("value3", parser.get("userHDFS"));
+    assertEquals("value4", parser.get("rabbitUser"));
+    assertEquals("value5", parser.get("rabbitPassWord"));
+    assertEquals("value6", parser.get("rabbitHost"));
+    assertEquals("value7", parser.get("rabbitOngoingQueue"));
+    assertEquals("value8", parser.get("rabbitReportQueue"));
+    assertEquals("value9", parser.get("workflowId"));
+    assertEquals(jsonConfiguration, parser.get("ccCoco"));
+  }
 }
diff --git a/dhp-common/src/test/java/eu/dnetlib/dhp/common/HdfsSupportTest.java b/dhp-common/src/test/java/eu/dnetlib/dhp/common/HdfsSupportTest.java
index dac48b22d1..a8f0bbb0d0 100644
--- a/dhp-common/src/test/java/eu/dnetlib/dhp/common/HdfsSupportTest.java
+++ b/dhp-common/src/test/java/eu/dnetlib/dhp/common/HdfsSupportTest.java
@@ -15,65 +15,63 @@ import org.junit.jupiter.api.io.TempDir;
 
 public class HdfsSupportTest {
 
-    @Nested
-    class Remove {
+  @Nested
+  class Remove {
 
-        @Test
-        public void shouldThrowARuntimeExceptionOnError() {
-            // when
-            assertThrows(
-                    RuntimeException.class, () -> HdfsSupport.remove(null, new Configuration()));
-        }
-
-        @Test
-        public void shouldRemoveADirFromHDFS(@TempDir Path tempDir) {
-            // when
-            HdfsSupport.remove(tempDir.toString(), new Configuration());
-
-            // then
-            assertFalse(Files.exists(tempDir));
-        }
-
-        @Test
-        public void shouldRemoveAFileFromHDFS(@TempDir Path tempDir) throws IOException {
-            // given
-            Path file = Files.createTempFile(tempDir, "p", "s");
-
-            // when
-            HdfsSupport.remove(file.toString(), new Configuration());
-
-            // then
-            assertFalse(Files.exists(file));
-        }
+    @Test
+    public void shouldThrowARuntimeExceptionOnError() {
+      // when
+      assertThrows(RuntimeException.class, () -> HdfsSupport.remove(null, new Configuration()));
     }
 
-    @Nested
-    class ListFiles {
+    @Test
+    public void shouldRemoveADirFromHDFS(@TempDir Path tempDir) {
+      // when
+      HdfsSupport.remove(tempDir.toString(), new Configuration());
 
-        @Test
-        public void shouldThrowARuntimeExceptionOnError() {
-            // when
-            assertThrows(
-                    RuntimeException.class, () -> HdfsSupport.listFiles(null, new Configuration()));
-        }
-
-        @Test
-        public void shouldListFilesLocatedInPath(@TempDir Path tempDir) throws IOException {
-            Path subDir1 = Files.createTempDirectory(tempDir, "list_me");
-            Path subDir2 = Files.createTempDirectory(tempDir, "list_me");
-
-            // when
-            List<String> paths = HdfsSupport.listFiles(tempDir.toString(), new Configuration());
-
-            // then
-            assertEquals(2, paths.size());
-            List<String> expecteds =
-                    Arrays.stream(new String[] {subDir1.toString(), subDir2.toString()})
-                            .sorted()
-                            .collect(Collectors.toList());
-            List<String> actuals = paths.stream().sorted().collect(Collectors.toList());
-            assertTrue(actuals.get(0).contains(expecteds.get(0)));
-            assertTrue(actuals.get(1).contains(expecteds.get(1)));
-        }
+      // then
+      assertFalse(Files.exists(tempDir));
     }
+
+    @Test
+    public void shouldRemoveAFileFromHDFS(@TempDir Path tempDir) throws IOException {
+      // given
+      Path file = Files.createTempFile(tempDir, "p", "s");
+
+      // when
+      HdfsSupport.remove(file.toString(), new Configuration());
+
+      // then
+      assertFalse(Files.exists(file));
+    }
+  }
+
+  @Nested
+  class ListFiles {
+
+    @Test
+    public void shouldThrowARuntimeExceptionOnError() {
+      // when
+      assertThrows(RuntimeException.class, () -> HdfsSupport.listFiles(null, new Configuration()));
+    }
+
+    @Test
+    public void shouldListFilesLocatedInPath(@TempDir Path tempDir) throws IOException {
+      Path subDir1 = Files.createTempDirectory(tempDir, "list_me");
+      Path subDir2 = Files.createTempDirectory(tempDir, "list_me");
+
+      // when
+      List<String> paths = HdfsSupport.listFiles(tempDir.toString(), new Configuration());
+
+      // then
+      assertEquals(2, paths.size());
+      List<String> expecteds =
+          Arrays.stream(new String[] {subDir1.toString(), subDir2.toString()})
+              .sorted()
+              .collect(Collectors.toList());
+      List<String> actuals = paths.stream().sorted().collect(Collectors.toList());
+      assertTrue(actuals.get(0).contains(expecteds.get(0)));
+      assertTrue(actuals.get(1).contains(expecteds.get(1)));
+    }
+  }
 }
diff --git a/dhp-common/src/test/java/eu/dnetlib/dhp/common/SparkSessionSupportTest.java b/dhp-common/src/test/java/eu/dnetlib/dhp/common/SparkSessionSupportTest.java
index 17424c38a4..698b9cea59 100644
--- a/dhp-common/src/test/java/eu/dnetlib/dhp/common/SparkSessionSupportTest.java
+++ b/dhp-common/src/test/java/eu/dnetlib/dhp/common/SparkSessionSupportTest.java
@@ -11,45 +11,45 @@ import org.junit.jupiter.api.Test;
 
 public class SparkSessionSupportTest {
 
-    @Nested
-    class RunWithSparkSession {
+  @Nested
+  class RunWithSparkSession {
 
-        @Test
-        public void shouldExecuteFunctionAndNotStopSparkSessionWhenSparkSessionIsNotManaged()
-                throws Exception {
-            // given
-            SparkSession spark = mock(SparkSession.class);
-            SparkConf conf = mock(SparkConf.class);
-            Function<SparkConf, SparkSession> sparkSessionBuilder = mock(Function.class);
-            when(sparkSessionBuilder.apply(conf)).thenReturn(spark);
-            ThrowingConsumer<SparkSession, Exception> fn = mock(ThrowingConsumer.class);
+    @Test
+    public void shouldExecuteFunctionAndNotStopSparkSessionWhenSparkSessionIsNotManaged()
+        throws Exception {
+      // given
+      SparkSession spark = mock(SparkSession.class);
+      SparkConf conf = mock(SparkConf.class);
+      Function<SparkConf, SparkSession> sparkSessionBuilder = mock(Function.class);
+      when(sparkSessionBuilder.apply(conf)).thenReturn(spark);
+      ThrowingConsumer<SparkSession, Exception> fn = mock(ThrowingConsumer.class);
 
-            // when
-            SparkSessionSupport.runWithSparkSession(sparkSessionBuilder, conf, false, fn);
+      // when
+      SparkSessionSupport.runWithSparkSession(sparkSessionBuilder, conf, false, fn);
 
-            // then
-            verify(sparkSessionBuilder).apply(conf);
-            verify(fn).accept(spark);
-            verify(spark, never()).stop();
-        }
-
-        @Test
-        public void shouldExecuteFunctionAndStopSparkSessionWhenSparkSessionIsManaged()
-                throws Exception {
-            // given
-            SparkSession spark = mock(SparkSession.class);
-            SparkConf conf = mock(SparkConf.class);
-            Function<SparkConf, SparkSession> sparkSessionBuilder = mock(Function.class);
-            when(sparkSessionBuilder.apply(conf)).thenReturn(spark);
-            ThrowingConsumer<SparkSession, Exception> fn = mock(ThrowingConsumer.class);
-
-            // when
-            SparkSessionSupport.runWithSparkSession(sparkSessionBuilder, conf, true, fn);
-
-            // then
-            verify(sparkSessionBuilder).apply(conf);
-            verify(fn).accept(spark);
-            verify(spark, times(1)).stop();
-        }
+      // then
+      verify(sparkSessionBuilder).apply(conf);
+      verify(fn).accept(spark);
+      verify(spark, never()).stop();
     }
+
+    @Test
+    public void shouldExecuteFunctionAndStopSparkSessionWhenSparkSessionIsManaged()
+        throws Exception {
+      // given
+      SparkSession spark = mock(SparkSession.class);
+      SparkConf conf = mock(SparkConf.class);
+      Function<SparkConf, SparkSession> sparkSessionBuilder = mock(Function.class);
+      when(sparkSessionBuilder.apply(conf)).thenReturn(spark);
+      ThrowingConsumer<SparkSession, Exception> fn = mock(ThrowingConsumer.class);
+
+      // when
+      SparkSessionSupport.runWithSparkSession(sparkSessionBuilder, conf, true, fn);
+
+      // then
+      verify(sparkSessionBuilder).apply(conf);
+      verify(fn).accept(spark);
+      verify(spark, times(1)).stop();
+    }
+  }
 }
diff --git a/dhp-common/src/test/java/eu/dnetlib/dhp/model/mdstore/MetadataRecordTest.java b/dhp-common/src/test/java/eu/dnetlib/dhp/model/mdstore/MetadataRecordTest.java
index 0750ad03a9..84cb08d953 100644
--- a/dhp-common/src/test/java/eu/dnetlib/dhp/model/mdstore/MetadataRecordTest.java
+++ b/dhp-common/src/test/java/eu/dnetlib/dhp/model/mdstore/MetadataRecordTest.java
@@ -6,10 +6,10 @@ import org.junit.jupiter.api.Test;
 
 public class MetadataRecordTest {
 
-    @Test
-    public void getTimestamp() {
+  @Test
+  public void getTimestamp() {
 
-        MetadataRecord r = new MetadataRecord();
-        assertTrue(r.getDateOfCollection() > 0);
-    }
+    MetadataRecord r = new MetadataRecord();
+    assertTrue(r.getDateOfCollection() > 0);
+  }
 }
diff --git a/dhp-common/src/test/java/eu/dnetlib/message/MessageTest.java b/dhp-common/src/test/java/eu/dnetlib/message/MessageTest.java
index 9e57c286c5..a514f8573d 100644
--- a/dhp-common/src/test/java/eu/dnetlib/message/MessageTest.java
+++ b/dhp-common/src/test/java/eu/dnetlib/message/MessageTest.java
@@ -9,44 +9,42 @@ import org.junit.jupiter.api.Test;
 
 public class MessageTest {
 
-    @Test
-    public void fromJsonTest() throws IOException {
-        Message m = new Message();
-        m.setWorkflowId("wId");
-        m.setType(MessageType.ONGOING);
-        m.setJobName("Collection");
-        Map<String, String> body = new HashMap<>();
-        body.put("parsedItem", "300");
-        body.put("ExecutionTime", "30s");
+  @Test
+  public void fromJsonTest() throws IOException {
+    Message m = new Message();
+    m.setWorkflowId("wId");
+    m.setType(MessageType.ONGOING);
+    m.setJobName("Collection");
+    Map<String, String> body = new HashMap<>();
+    body.put("parsedItem", "300");
+    body.put("ExecutionTime", "30s");
 
-        m.setBody(body);
-        System.out.println("m = " + m);
-        Message m1 = Message.fromJson(m.toString());
-        assertEquals(m1.getWorkflowId(), m.getWorkflowId());
-        assertEquals(m1.getType(), m.getType());
-        assertEquals(m1.getJobName(), m.getJobName());
+    m.setBody(body);
+    System.out.println("m = " + m);
+    Message m1 = Message.fromJson(m.toString());
+    assertEquals(m1.getWorkflowId(), m.getWorkflowId());
+    assertEquals(m1.getType(), m.getType());
+    assertEquals(m1.getJobName(), m.getJobName());
 
-        assertNotNull(m1.getBody());
-        m1.getBody()
-                .keySet()
-                .forEach(it -> assertEquals(m1.getBody().get(it), m.getBody().get(it)));
-        assertEquals(m1.getJobName(), m.getJobName());
-    }
+    assertNotNull(m1.getBody());
+    m1.getBody().keySet().forEach(it -> assertEquals(m1.getBody().get(it), m.getBody().get(it)));
+    assertEquals(m1.getJobName(), m.getJobName());
+  }
 
-    @Test
-    public void toStringTest() {
-        final String expectedJson =
-                "{\"workflowId\":\"wId\",\"jobName\":\"Collection\",\"type\":\"ONGOING\",\"body\":{\"ExecutionTime\":\"30s\",\"parsedItem\":\"300\"}}";
-        Message m = new Message();
-        m.setWorkflowId("wId");
-        m.setType(MessageType.ONGOING);
-        m.setJobName("Collection");
-        Map<String, String> body = new HashMap<>();
-        body.put("parsedItem", "300");
-        body.put("ExecutionTime", "30s");
+  @Test
+  public void toStringTest() {
+    final String expectedJson =
+        "{\"workflowId\":\"wId\",\"jobName\":\"Collection\",\"type\":\"ONGOING\",\"body\":{\"ExecutionTime\":\"30s\",\"parsedItem\":\"300\"}}";
+    Message m = new Message();
+    m.setWorkflowId("wId");
+    m.setType(MessageType.ONGOING);
+    m.setJobName("Collection");
+    Map<String, String> body = new HashMap<>();
+    body.put("parsedItem", "300");
+    body.put("ExecutionTime", "30s");
 
-        m.setBody(body);
+    m.setBody(body);
 
-        assertEquals(expectedJson, m.toString());
-    }
+    assertEquals(expectedJson, m.toString());
+  }
 }
diff --git a/dhp-common/src/test/java/eu/dnetlib/scholexplorer/relation/RelationMapperTest.java b/dhp-common/src/test/java/eu/dnetlib/scholexplorer/relation/RelationMapperTest.java
index 40a2aaecd7..9381cb01f8 100644
--- a/dhp-common/src/test/java/eu/dnetlib/scholexplorer/relation/RelationMapperTest.java
+++ b/dhp-common/src/test/java/eu/dnetlib/scholexplorer/relation/RelationMapperTest.java
@@ -4,10 +4,10 @@ import org.junit.jupiter.api.Test;
 
 public class RelationMapperTest {
 
-    @Test
-    public void testLoadRels() throws Exception {
+  @Test
+  public void testLoadRels() throws Exception {
 
-        RelationMapper relationMapper = RelationMapper.load();
-        relationMapper.keySet().forEach(System.out::println);
-    }
+    RelationMapper relationMapper = RelationMapper.load();
+    relationMapper.keySet().forEach(System.out::println);
+  }
 }
diff --git a/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/action/AtomicAction.java b/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/action/AtomicAction.java
index f7e5edc668..c803fab521 100644
--- a/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/action/AtomicAction.java
+++ b/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/action/AtomicAction.java
@@ -7,30 +7,30 @@ import java.io.Serializable;
 @JsonDeserialize(using = AtomicActionDeserializer.class)
 public class AtomicAction<T extends Oaf> implements Serializable {
 
-    private Class<T> clazz;
+  private Class<T> clazz;
 
-    private T payload;
+  private T payload;
 
-    public AtomicAction() {}
+  public AtomicAction() {}
 
-    public AtomicAction(Class<T> clazz, T payload) {
-        this.clazz = clazz;
-        this.payload = payload;
-    }
+  public AtomicAction(Class<T> clazz, T payload) {
+    this.clazz = clazz;
+    this.payload = payload;
+  }
 
-    public Class<T> getClazz() {
-        return clazz;
-    }
+  public Class<T> getClazz() {
+    return clazz;
+  }
 
-    public void setClazz(Class<T> clazz) {
-        this.clazz = clazz;
-    }
+  public void setClazz(Class<T> clazz) {
+    this.clazz = clazz;
+  }
 
-    public T getPayload() {
-        return payload;
-    }
+  public T getPayload() {
+    return payload;
+  }
 
-    public void setPayload(T payload) {
-        this.payload = payload;
-    }
+  public void setPayload(T payload) {
+    this.payload = payload;
+  }
 }
diff --git a/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/action/AtomicActionDeserializer.java b/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/action/AtomicActionDeserializer.java
index ad08e401c9..701833c42a 100644
--- a/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/action/AtomicActionDeserializer.java
+++ b/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/action/AtomicActionDeserializer.java
@@ -11,19 +11,19 @@ import java.io.IOException;
 
 public class AtomicActionDeserializer extends JsonDeserializer {
 
-    @Override
-    public Object deserialize(JsonParser jp, DeserializationContext ctxt)
-            throws IOException, JsonProcessingException {
-        JsonNode node = jp.getCodec().readTree(jp);
-        String classTag = node.get("clazz").asText();
-        JsonNode payload = node.get("payload");
-        ObjectMapper mapper = new ObjectMapper();
+  @Override
+  public Object deserialize(JsonParser jp, DeserializationContext ctxt)
+      throws IOException, JsonProcessingException {
+    JsonNode node = jp.getCodec().readTree(jp);
+    String classTag = node.get("clazz").asText();
+    JsonNode payload = node.get("payload");
+    ObjectMapper mapper = new ObjectMapper();
 
-        try {
-            final Class<?> clazz = Class.forName(classTag);
-            return new AtomicAction(clazz, (Oaf) mapper.readValue(payload.toString(), clazz));
-        } catch (ClassNotFoundException e) {
-            throw new IOException(e);
-        }
+    try {
+      final Class<?> clazz = Class.forName(classTag);
+      return new AtomicAction(clazz, (Oaf) mapper.readValue(payload.toString(), clazz));
+    } catch (ClassNotFoundException e) {
+      throw new IOException(e);
     }
+  }
 }
diff --git a/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/common/EntityType.java b/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/common/EntityType.java
index 701c83fc20..d597ecb532 100644
--- a/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/common/EntityType.java
+++ b/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/common/EntityType.java
@@ -4,23 +4,23 @@ import eu.dnetlib.dhp.schema.oaf.OafEntity;
 
 /** Actual entity types in the Graph */
 public enum EntityType {
-    publication,
-    dataset,
-    otherresearchproduct,
-    software,
-    datasource,
-    organization,
-    project;
+  publication,
+  dataset,
+  otherresearchproduct,
+  software,
+  datasource,
+  organization,
+  project;
 
-    /**
-     * Resolves the EntityType, given the relative class name
-     *
-     * @param clazz the given class name
-     * @param <T> actual OafEntity subclass
-     * @return the EntityType associated to the given class
-     */
-    public static <T extends OafEntity> EntityType fromClass(Class<T> clazz) {
+  /**
+   * Resolves the EntityType, given the relative class name
+   *
+   * @param clazz the given class name
+   * @param <T> actual OafEntity subclass
+   * @return the EntityType associated to the given class
+   */
+  public static <T extends OafEntity> EntityType fromClass(Class<T> clazz) {
 
-        return EntityType.valueOf(clazz.getSimpleName().toLowerCase());
-    }
+    return EntityType.valueOf(clazz.getSimpleName().toLowerCase());
+  }
 }
diff --git a/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/common/MainEntityType.java b/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/common/MainEntityType.java
index c4abbfd003..466cdc9e96 100644
--- a/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/common/MainEntityType.java
+++ b/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/common/MainEntityType.java
@@ -2,8 +2,8 @@ package eu.dnetlib.dhp.schema.common;
 
 /** Main entity types in the Graph */
 public enum MainEntityType {
-    result,
-    datasource,
-    organization,
-    project
+  result,
+  datasource,
+  organization,
+  project
 }
diff --git a/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/common/ModelConstants.java b/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/common/ModelConstants.java
new file mode 100644
index 0000000000..0dfdaad528
--- /dev/null
+++ b/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/common/ModelConstants.java
@@ -0,0 +1,40 @@
+package eu.dnetlib.dhp.schema.common;
+
+import eu.dnetlib.dhp.schema.oaf.Qualifier;
+
+public class ModelConstants {
+
+  public static final String DNET_RESULT_TYPOLOGIES = "dnet:result_typologies";
+
+  public static final String DATASET_RESULTTYPE_CLASSID = "dataset";
+  public static final String PUBLICATION_RESULTTYPE_CLASSID = "publication";
+  public static final String SOFTWARE_RESULTTYPE_CLASSID = "software";
+  public static final String ORP_RESULTTYPE_CLASSID = "other";
+
+  public static Qualifier PUBLICATION_DEFAULT_RESULTTYPE = new Qualifier();
+  public static Qualifier DATASET_DEFAULT_RESULTTYPE = new Qualifier();
+  public static Qualifier SOFTWARE_DEFAULT_RESULTTYPE = new Qualifier();
+  public static Qualifier ORP_DEFAULT_RESULTTYPE = new Qualifier();
+
+  static {
+    PUBLICATION_DEFAULT_RESULTTYPE.setClassid(PUBLICATION_RESULTTYPE_CLASSID);
+    PUBLICATION_DEFAULT_RESULTTYPE.setClassname(PUBLICATION_RESULTTYPE_CLASSID);
+    PUBLICATION_DEFAULT_RESULTTYPE.setSchemeid(DNET_RESULT_TYPOLOGIES);
+    PUBLICATION_DEFAULT_RESULTTYPE.setSchemename(DNET_RESULT_TYPOLOGIES);
+
+    DATASET_DEFAULT_RESULTTYPE.setClassid(DATASET_RESULTTYPE_CLASSID);
+    DATASET_DEFAULT_RESULTTYPE.setClassname(DATASET_RESULTTYPE_CLASSID);
+    DATASET_DEFAULT_RESULTTYPE.setSchemeid(DNET_RESULT_TYPOLOGIES);
+    DATASET_DEFAULT_RESULTTYPE.setSchemename(DNET_RESULT_TYPOLOGIES);
+
+    SOFTWARE_DEFAULT_RESULTTYPE.setClassid(SOFTWARE_RESULTTYPE_CLASSID);
+    SOFTWARE_DEFAULT_RESULTTYPE.setClassname(SOFTWARE_RESULTTYPE_CLASSID);
+    SOFTWARE_DEFAULT_RESULTTYPE.setSchemeid(DNET_RESULT_TYPOLOGIES);
+    SOFTWARE_DEFAULT_RESULTTYPE.setSchemename(DNET_RESULT_TYPOLOGIES);
+
+    ORP_DEFAULT_RESULTTYPE.setClassid(ORP_RESULTTYPE_CLASSID);
+    ORP_DEFAULT_RESULTTYPE.setClassname(ORP_RESULTTYPE_CLASSID);
+    ORP_DEFAULT_RESULTTYPE.setSchemeid(DNET_RESULT_TYPOLOGIES);
+    ORP_DEFAULT_RESULTTYPE.setSchemename(DNET_RESULT_TYPOLOGIES);
+  }
+}
diff --git a/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/common/ModelSupport.java b/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/common/ModelSupport.java
index bc317a6ff6..0054e6d6fd 100644
--- a/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/common/ModelSupport.java
+++ b/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/common/ModelSupport.java
@@ -3,147 +3,196 @@ package eu.dnetlib.dhp.schema.common;
 import com.google.common.collect.Maps;
 import eu.dnetlib.dhp.schema.oaf.*;
 import java.util.Map;
+import java.util.Optional;
+import java.util.function.Function;
 
 /** Oaf model utility methods. */
 public class ModelSupport {
 
-    /** Defines the mapping between the actual entity type and the main entity type */
-    private static Map<EntityType, MainEntityType> entityMapping = Maps.newHashMap();
+  /** Defines the mapping between the actual entity type and the main entity type */
+  private static Map<EntityType, MainEntityType> entityMapping = Maps.newHashMap();
 
-    static {
-        entityMapping.put(EntityType.publication, MainEntityType.result);
-        entityMapping.put(EntityType.dataset, MainEntityType.result);
-        entityMapping.put(EntityType.otherresearchproduct, MainEntityType.result);
-        entityMapping.put(EntityType.software, MainEntityType.result);
-        entityMapping.put(EntityType.datasource, MainEntityType.datasource);
-        entityMapping.put(EntityType.organization, MainEntityType.organization);
-        entityMapping.put(EntityType.project, MainEntityType.project);
-    }
+  static {
+    entityMapping.put(EntityType.publication, MainEntityType.result);
+    entityMapping.put(EntityType.dataset, MainEntityType.result);
+    entityMapping.put(EntityType.otherresearchproduct, MainEntityType.result);
+    entityMapping.put(EntityType.software, MainEntityType.result);
+    entityMapping.put(EntityType.datasource, MainEntityType.datasource);
+    entityMapping.put(EntityType.organization, MainEntityType.organization);
+    entityMapping.put(EntityType.project, MainEntityType.project);
+  }
 
-    /**
-     * Defines the mapping between the actual entity types and the relative classes implementing
-     * them
-     */
-    public static final Map<EntityType, Class> entityTypes = Maps.newHashMap();
+  /**
+   * Defines the mapping between the actual entity types and the relative classes implementing them
+   */
+  public static final Map<EntityType, Class> entityTypes = Maps.newHashMap();
 
-    static {
-        entityTypes.put(EntityType.datasource, Datasource.class);
-        entityTypes.put(EntityType.organization, Organization.class);
-        entityTypes.put(EntityType.project, Project.class);
-        entityTypes.put(EntityType.dataset, Dataset.class);
-        entityTypes.put(EntityType.otherresearchproduct, OtherResearchProduct.class);
-        entityTypes.put(EntityType.software, Software.class);
-        entityTypes.put(EntityType.publication, Publication.class);
-    }
+  static {
+    entityTypes.put(EntityType.datasource, Datasource.class);
+    entityTypes.put(EntityType.organization, Organization.class);
+    entityTypes.put(EntityType.project, Project.class);
+    entityTypes.put(EntityType.dataset, Dataset.class);
+    entityTypes.put(EntityType.otherresearchproduct, OtherResearchProduct.class);
+    entityTypes.put(EntityType.software, Software.class);
+    entityTypes.put(EntityType.publication, Publication.class);
+  }
 
-    public static final Map<String, Class> oafTypes = Maps.newHashMap();
+  public static final Map<String, Class> oafTypes = Maps.newHashMap();
 
-    static {
-        oafTypes.put("datasource", Datasource.class);
-        oafTypes.put("organization", Organization.class);
-        oafTypes.put("project", Project.class);
-        oafTypes.put("dataset", Dataset.class);
-        oafTypes.put("otherresearchproduct", OtherResearchProduct.class);
-        oafTypes.put("software", Software.class);
-        oafTypes.put("publication", Publication.class);
-        oafTypes.put("relation", Relation.class);
-    }
+  static {
+    oafTypes.put("datasource", Datasource.class);
+    oafTypes.put("organization", Organization.class);
+    oafTypes.put("project", Project.class);
+    oafTypes.put("dataset", Dataset.class);
+    oafTypes.put("otherresearchproduct", OtherResearchProduct.class);
+    oafTypes.put("software", Software.class);
+    oafTypes.put("publication", Publication.class);
+    oafTypes.put("relation", Relation.class);
+  }
 
-    private static final String schemeTemplate = "dnet:%s_%s_relations";
+  private static final String schemeTemplate = "dnet:%s_%s_relations";
 
-    private ModelSupport() {}
+  private ModelSupport() {}
 
-    /**
-     * Checks subclass-superclass relationship.
-     *
-     * @param subClazzObject Subclass object instance
-     * @param superClazzObject Superclass object instance
-     * @param <X> Subclass type
-     * @param <Y> Superclass type
-     * @return True if X is a subclass of Y
-     */
-    public static <X extends Oaf, Y extends Oaf> Boolean isSubClass(
-            X subClazzObject, Y superClazzObject) {
-        return isSubClass(subClazzObject.getClass(), superClazzObject.getClass());
-    }
+  /**
+   * Checks subclass-superclass relationship.
+   *
+   * @param subClazzObject Subclass object instance
+   * @param superClazzObject Superclass object instance
+   * @param <X> Subclass type
+   * @param <Y> Superclass type
+   * @return True if X is a subclass of Y
+   */
+  public static <X extends Oaf, Y extends Oaf> Boolean isSubClass(
+      X subClazzObject, Y superClazzObject) {
+    return isSubClass(subClazzObject.getClass(), superClazzObject.getClass());
+  }
 
-    /**
-     * Checks subclass-superclass relationship.
-     *
-     * @param subClazzObject Subclass object instance
-     * @param superClazz Superclass class
-     * @param <X> Subclass type
-     * @param <Y> Superclass type
-     * @return True if X is a subclass of Y
-     */
-    public static <X extends Oaf, Y extends Oaf> Boolean isSubClass(
-            X subClazzObject, Class<Y> superClazz) {
-        return isSubClass(subClazzObject.getClass(), superClazz);
-    }
+  /**
+   * Checks subclass-superclass relationship.
+   *
+   * @param subClazzObject Subclass object instance
+   * @param superClazz Superclass class
+   * @param <X> Subclass type
+   * @param <Y> Superclass type
+   * @return True if X is a subclass of Y
+   */
+  public static <X extends Oaf, Y extends Oaf> Boolean isSubClass(
+      X subClazzObject, Class<Y> superClazz) {
+    return isSubClass(subClazzObject.getClass(), superClazz);
+  }
 
-    /**
-     * Checks subclass-superclass relationship.
-     *
-     * @param subClazz Subclass class
-     * @param superClazz Superclass class
-     * @param <X> Subclass type
-     * @param <Y> Superclass type
-     * @return True if X is a subclass of Y
-     */
-    public static <X extends Oaf, Y extends Oaf> Boolean isSubClass(
-            Class<X> subClazz, Class<Y> superClazz) {
-        return superClazz.isAssignableFrom(subClazz);
-    }
+  /**
+   * Checks subclass-superclass relationship.
+   *
+   * @param subClazz Subclass class
+   * @param superClazz Superclass class
+   * @param <X> Subclass type
+   * @param <Y> Superclass type
+   * @return True if X is a subclass of Y
+   */
+  public static <X extends Oaf, Y extends Oaf> Boolean isSubClass(
+      Class<X> subClazz, Class<Y> superClazz) {
+    return superClazz.isAssignableFrom(subClazz);
+  }
 
-    /**
-     * Lists all the OAF model classes
-     *
-     * @param <T>
-     * @return
-     */
-    public static <T extends Oaf> Class<T>[] getOafModelClasses() {
-        return new Class[] {
-            Author.class,
-            Context.class,
-            Country.class,
-            DataInfo.class,
-            Dataset.class,
-            Datasource.class,
-            ExternalReference.class,
-            ExtraInfo.class,
-            Field.class,
-            GeoLocation.class,
-            Instance.class,
-            Journal.class,
-            KeyValue.class,
-            Oaf.class,
-            OafEntity.class,
-            OAIProvenance.class,
-            Organization.class,
-            OriginDescription.class,
-            OtherResearchProduct.class,
-            Project.class,
-            Publication.class,
-            Qualifier.class,
-            Relation.class,
-            Result.class,
-            Software.class,
-            StructuredProperty.class
-        };
-    }
+  /**
+   * Lists all the OAF model classes
+   *
+   * @param <T>
+   * @return
+   */
+  public static <T extends Oaf> Class<T>[] getOafModelClasses() {
+    return new Class[] {
+      Author.class,
+      Context.class,
+      Country.class,
+      DataInfo.class,
+      Dataset.class,
+      Datasource.class,
+      ExternalReference.class,
+      ExtraInfo.class,
+      Field.class,
+      GeoLocation.class,
+      Instance.class,
+      Journal.class,
+      KeyValue.class,
+      Oaf.class,
+      OafEntity.class,
+      OAIProvenance.class,
+      Organization.class,
+      OriginDescription.class,
+      OtherResearchProduct.class,
+      Project.class,
+      Publication.class,
+      Qualifier.class,
+      Relation.class,
+      Result.class,
+      Software.class,
+      StructuredProperty.class
+    };
+  }
 
-    public static String getMainType(final EntityType type) {
-        return entityMapping.get(type).name();
-    }
+  public static String getMainType(final EntityType type) {
+    return entityMapping.get(type).name();
+  }
 
-    public static boolean isResult(EntityType type) {
-        return MainEntityType.result.name().equals(getMainType(type));
-    }
+  public static boolean isResult(EntityType type) {
+    return MainEntityType.result.name().equals(getMainType(type));
+  }
 
-    public static String getScheme(final String sourceType, final String targetType) {
-        return String.format(
-                schemeTemplate,
-                entityMapping.get(EntityType.valueOf(sourceType)).name(),
-                entityMapping.get(EntityType.valueOf(targetType)).name());
-    }
+  public static String getScheme(final String sourceType, final String targetType) {
+    return String.format(
+        schemeTemplate,
+        entityMapping.get(EntityType.valueOf(sourceType)).name(),
+        entityMapping.get(EntityType.valueOf(targetType)).name());
+  }
+
+  public static <T extends Oaf> Function<T, String> idFn() {
+    return x -> {
+      if (isSubClass(x, Relation.class)) {
+        return idFnForRelation(x);
+      }
+      return idFnForOafEntity(x);
+    };
+  }
+
+  private static <T extends Oaf> String idFnForRelation(T t) {
+    Relation r = (Relation) t;
+    return Optional.ofNullable(r.getSource())
+        .map(
+            source ->
+                Optional.ofNullable(r.getTarget())
+                    .map(
+                        target ->
+                            Optional.ofNullable(r.getRelType())
+                                .map(
+                                    relType ->
+                                        Optional.ofNullable(r.getSubRelType())
+                                            .map(
+                                                subRelType ->
+                                                    Optional.ofNullable(r.getRelClass())
+                                                        .map(
+                                                            relClass ->
+                                                                String.join(
+                                                                    source,
+                                                                    target,
+                                                                    relType,
+                                                                    subRelType,
+                                                                    relClass))
+                                                        .orElse(
+                                                            String.join(
+                                                                source,
+                                                                target,
+                                                                relType,
+                                                                subRelType)))
+                                            .orElse(String.join(source, target, relType)))
+                                .orElse(String.join(source, target)))
+                    .orElse(source))
+        .orElse(null);
+  }
+
+  private static <T extends Oaf> String idFnForOafEntity(T t) {
+    return ((OafEntity) t).getId();
+  }
 }
diff --git a/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/Author.java b/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/Author.java
index e8022bfc1d..b4219290fc 100644
--- a/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/Author.java
+++ b/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/Author.java
@@ -6,81 +6,81 @@ import java.util.Objects;
 
 public class Author implements Serializable {
 
-    private String fullname;
+  private String fullname;
 
-    private String name;
+  private String name;
 
-    private String surname;
+  private String surname;
 
-    private Integer rank;
+  private Integer rank;
 
-    private List<StructuredProperty> pid;
+  private List<StructuredProperty> pid;
 
-    private List<Field<String>> affiliation;
+  private List<Field<String>> affiliation;
 
-    public String getFullname() {
-        return fullname;
-    }
+  public String getFullname() {
+    return fullname;
+  }
 
-    public void setFullname(String fullname) {
-        this.fullname = fullname;
-    }
+  public void setFullname(String fullname) {
+    this.fullname = fullname;
+  }
 
-    public String getName() {
-        return name;
-    }
+  public String getName() {
+    return name;
+  }
 
-    public void setName(String name) {
-        this.name = name;
-    }
+  public void setName(String name) {
+    this.name = name;
+  }
 
-    public String getSurname() {
-        return surname;
-    }
+  public String getSurname() {
+    return surname;
+  }
 
-    public void setSurname(String surname) {
-        this.surname = surname;
-    }
+  public void setSurname(String surname) {
+    this.surname = surname;
+  }
 
-    public Integer getRank() {
-        return rank;
-    }
+  public Integer getRank() {
+    return rank;
+  }
 
-    public void setRank(Integer rank) {
-        this.rank = rank;
-    }
+  public void setRank(Integer rank) {
+    this.rank = rank;
+  }
 
-    public List<StructuredProperty> getPid() {
-        return pid;
-    }
+  public List<StructuredProperty> getPid() {
+    return pid;
+  }
 
-    public void setPid(List<StructuredProperty> pid) {
-        this.pid = pid;
-    }
+  public void setPid(List<StructuredProperty> pid) {
+    this.pid = pid;
+  }
 
-    public List<Field<String>> getAffiliation() {
-        return affiliation;
-    }
+  public List<Field<String>> getAffiliation() {
+    return affiliation;
+  }
 
-    public void setAffiliation(List<Field<String>> affiliation) {
-        this.affiliation = affiliation;
-    }
+  public void setAffiliation(List<Field<String>> affiliation) {
+    this.affiliation = affiliation;
+  }
 
-    @Override
-    public boolean equals(Object o) {
-        if (this == o) return true;
-        if (o == null || getClass() != o.getClass()) return false;
-        Author author = (Author) o;
-        return Objects.equals(fullname, author.fullname)
-                && Objects.equals(name, author.name)
-                && Objects.equals(surname, author.surname)
-                && Objects.equals(rank, author.rank)
-                && Objects.equals(pid, author.pid)
-                && Objects.equals(affiliation, author.affiliation);
-    }
+  @Override
+  public boolean equals(Object o) {
+    if (this == o) return true;
+    if (o == null || getClass() != o.getClass()) return false;
+    Author author = (Author) o;
+    return Objects.equals(fullname, author.fullname)
+        && Objects.equals(name, author.name)
+        && Objects.equals(surname, author.surname)
+        && Objects.equals(rank, author.rank)
+        && Objects.equals(pid, author.pid)
+        && Objects.equals(affiliation, author.affiliation);
+  }
 
-    @Override
-    public int hashCode() {
-        return Objects.hash(fullname, name, surname, rank, pid, affiliation);
-    }
+  @Override
+  public int hashCode() {
+    return Objects.hash(fullname, name, surname, rank, pid, affiliation);
+  }
 }
diff --git a/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/Context.java b/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/Context.java
index 0e0d1ad32c..7d930630d3 100644
--- a/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/Context.java
+++ b/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/Context.java
@@ -4,39 +4,39 @@ import java.io.Serializable;
 import java.util.List;
 
 public class Context implements Serializable {
-    private String id;
+  private String id;
 
-    private List<DataInfo> dataInfo;
+  private List<DataInfo> dataInfo;
 
-    public String getId() {
-        return id;
-    }
+  public String getId() {
+    return id;
+  }
 
-    public void setId(String id) {
-        this.id = id;
-    }
+  public void setId(String id) {
+    this.id = id;
+  }
 
-    public List<DataInfo> getDataInfo() {
-        return dataInfo;
-    }
+  public List<DataInfo> getDataInfo() {
+    return dataInfo;
+  }
 
-    public void setDataInfo(List<DataInfo> dataInfo) {
-        this.dataInfo = dataInfo;
-    }
+  public void setDataInfo(List<DataInfo> dataInfo) {
+    this.dataInfo = dataInfo;
+  }
 
-    @Override
-    public int hashCode() {
-        return id == null ? 0 : id.hashCode();
-    }
+  @Override
+  public int hashCode() {
+    return id == null ? 0 : id.hashCode();
+  }
 
-    @Override
-    public boolean equals(Object obj) {
-        if (this == obj) return true;
-        if (obj == null) return false;
-        if (getClass() != obj.getClass()) return false;
+  @Override
+  public boolean equals(Object obj) {
+    if (this == obj) return true;
+    if (obj == null) return false;
+    if (getClass() != obj.getClass()) return false;
 
-        Context other = (Context) obj;
+    Context other = (Context) obj;
 
-        return id.equals(other.getId());
-    }
+    return id.equals(other.getId());
+  }
 }
diff --git a/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/Country.java b/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/Country.java
index b2da92c437..388b9aab65 100644
--- a/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/Country.java
+++ b/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/Country.java
@@ -4,27 +4,27 @@ import java.util.Objects;
 
 public class Country extends Qualifier {
 
-    private DataInfo dataInfo;
+  private DataInfo dataInfo;
 
-    public DataInfo getDataInfo() {
-        return dataInfo;
-    }
+  public DataInfo getDataInfo() {
+    return dataInfo;
+  }
 
-    public void setDataInfo(DataInfo dataInfo) {
-        this.dataInfo = dataInfo;
-    }
+  public void setDataInfo(DataInfo dataInfo) {
+    this.dataInfo = dataInfo;
+  }
 
-    @Override
-    public boolean equals(Object o) {
-        if (this == o) return true;
-        if (o == null || getClass() != o.getClass()) return false;
-        if (!super.equals(o)) return false;
-        Country country = (Country) o;
-        return Objects.equals(dataInfo, country.dataInfo);
-    }
+  @Override
+  public boolean equals(Object o) {
+    if (this == o) return true;
+    if (o == null || getClass() != o.getClass()) return false;
+    if (!super.equals(o)) return false;
+    Country country = (Country) o;
+    return Objects.equals(dataInfo, country.dataInfo);
+  }
 
-    @Override
-    public int hashCode() {
-        return Objects.hash(super.hashCode(), dataInfo);
-    }
+  @Override
+  public int hashCode() {
+    return Objects.hash(super.hashCode(), dataInfo);
+  }
 }
diff --git a/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/DataInfo.java b/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/DataInfo.java
index 0e3f366713..f65518a1f6 100644
--- a/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/DataInfo.java
+++ b/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/DataInfo.java
@@ -5,82 +5,77 @@ import java.util.Objects;
 
 public class DataInfo implements Serializable {
 
-    private Boolean invisible = false;
-    private Boolean inferred;
-    private Boolean deletedbyinference;
-    private String trust;
-    private String inferenceprovenance;
-    private Qualifier provenanceaction;
+  private Boolean invisible = false;
+  private Boolean inferred;
+  private Boolean deletedbyinference;
+  private String trust;
+  private String inferenceprovenance;
+  private Qualifier provenanceaction;
 
-    public Boolean getInvisible() {
-        return invisible;
-    }
+  public Boolean getInvisible() {
+    return invisible;
+  }
 
-    public void setInvisible(Boolean invisible) {
-        this.invisible = invisible;
-    }
+  public void setInvisible(Boolean invisible) {
+    this.invisible = invisible;
+  }
 
-    public Boolean getInferred() {
-        return inferred;
-    }
+  public Boolean getInferred() {
+    return inferred;
+  }
 
-    public void setInferred(Boolean inferred) {
-        this.inferred = inferred;
-    }
+  public void setInferred(Boolean inferred) {
+    this.inferred = inferred;
+  }
 
-    public Boolean getDeletedbyinference() {
-        return deletedbyinference;
-    }
+  public Boolean getDeletedbyinference() {
+    return deletedbyinference;
+  }
 
-    public void setDeletedbyinference(Boolean deletedbyinference) {
-        this.deletedbyinference = deletedbyinference;
-    }
+  public void setDeletedbyinference(Boolean deletedbyinference) {
+    this.deletedbyinference = deletedbyinference;
+  }
 
-    public String getTrust() {
-        return trust;
-    }
+  public String getTrust() {
+    return trust;
+  }
 
-    public void setTrust(String trust) {
-        this.trust = trust;
-    }
+  public void setTrust(String trust) {
+    this.trust = trust;
+  }
 
-    public String getInferenceprovenance() {
-        return inferenceprovenance;
-    }
+  public String getInferenceprovenance() {
+    return inferenceprovenance;
+  }
 
-    public void setInferenceprovenance(String inferenceprovenance) {
-        this.inferenceprovenance = inferenceprovenance;
-    }
+  public void setInferenceprovenance(String inferenceprovenance) {
+    this.inferenceprovenance = inferenceprovenance;
+  }
 
-    public Qualifier getProvenanceaction() {
-        return provenanceaction;
-    }
+  public Qualifier getProvenanceaction() {
+    return provenanceaction;
+  }
 
-    public void setProvenanceaction(Qualifier provenanceaction) {
-        this.provenanceaction = provenanceaction;
-    }
+  public void setProvenanceaction(Qualifier provenanceaction) {
+    this.provenanceaction = provenanceaction;
+  }
 
-    @Override
-    public boolean equals(Object o) {
-        if (this == o) return true;
-        if (o == null || getClass() != o.getClass()) return false;
-        DataInfo dataInfo = (DataInfo) o;
-        return Objects.equals(invisible, dataInfo.invisible)
-                && Objects.equals(inferred, dataInfo.inferred)
-                && Objects.equals(deletedbyinference, dataInfo.deletedbyinference)
-                && Objects.equals(trust, dataInfo.trust)
-                && Objects.equals(inferenceprovenance, dataInfo.inferenceprovenance)
-                && Objects.equals(provenanceaction, dataInfo.provenanceaction);
-    }
+  @Override
+  public boolean equals(Object o) {
+    if (this == o) return true;
+    if (o == null || getClass() != o.getClass()) return false;
+    DataInfo dataInfo = (DataInfo) o;
+    return Objects.equals(invisible, dataInfo.invisible)
+        && Objects.equals(inferred, dataInfo.inferred)
+        && Objects.equals(deletedbyinference, dataInfo.deletedbyinference)
+        && Objects.equals(trust, dataInfo.trust)
+        && Objects.equals(inferenceprovenance, dataInfo.inferenceprovenance)
+        && Objects.equals(provenanceaction, dataInfo.provenanceaction);
+  }
 
-    @Override
-    public int hashCode() {
-        return Objects.hash(
-                invisible,
-                inferred,
-                deletedbyinference,
-                trust,
-                inferenceprovenance,
-                provenanceaction);
-    }
+  @Override
+  public int hashCode() {
+    return Objects.hash(
+        invisible, inferred, deletedbyinference, trust, inferenceprovenance, provenanceaction);
+  }
 }
diff --git a/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/Dataset.java b/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/Dataset.java
index fef6ed748b..93b51f3522 100644
--- a/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/Dataset.java
+++ b/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/Dataset.java
@@ -1,142 +1,116 @@
 package eu.dnetlib.dhp.schema.oaf;
 
+import eu.dnetlib.dhp.schema.common.ModelConstants;
 import java.io.Serializable;
 import java.util.List;
-import java.util.Objects;
 
 public class Dataset extends Result implements Serializable {
 
-    private Field<String> storagedate;
+  private Field<String> storagedate;
 
-    private Field<String> device;
+  private Field<String> device;
 
-    private Field<String> size;
+  private Field<String> size;
 
-    private Field<String> version;
+  private Field<String> version;
 
-    private Field<String> lastmetadataupdate;
+  private Field<String> lastmetadataupdate;
 
-    private Field<String> metadataversionnumber;
+  private Field<String> metadataversionnumber;
 
-    private List<GeoLocation> geolocation;
+  private List<GeoLocation> geolocation;
 
-    public Field<String> getStoragedate() {
-        return storagedate;
+  public Dataset() {
+    setResulttype(ModelConstants.DATASET_DEFAULT_RESULTTYPE);
+  }
+
+  public Field<String> getStoragedate() {
+    return storagedate;
+  }
+
+  public void setStoragedate(Field<String> storagedate) {
+    this.storagedate = storagedate;
+  }
+
+  public Field<String> getDevice() {
+    return device;
+  }
+
+  public void setDevice(Field<String> device) {
+    this.device = device;
+  }
+
+  public Field<String> getSize() {
+    return size;
+  }
+
+  public void setSize(Field<String> size) {
+    this.size = size;
+  }
+
+  public Field<String> getVersion() {
+    return version;
+  }
+
+  public void setVersion(Field<String> version) {
+    this.version = version;
+  }
+
+  public Field<String> getLastmetadataupdate() {
+    return lastmetadataupdate;
+  }
+
+  public void setLastmetadataupdate(Field<String> lastmetadataupdate) {
+    this.lastmetadataupdate = lastmetadataupdate;
+  }
+
+  public Field<String> getMetadataversionnumber() {
+    return metadataversionnumber;
+  }
+
+  public void setMetadataversionnumber(Field<String> metadataversionnumber) {
+    this.metadataversionnumber = metadataversionnumber;
+  }
+
+  public List<GeoLocation> getGeolocation() {
+    return geolocation;
+  }
+
+  public void setGeolocation(List<GeoLocation> geolocation) {
+    this.geolocation = geolocation;
+  }
+
+  @Override
+  public void mergeFrom(OafEntity e) {
+    super.mergeFrom(e);
+
+    if (!Dataset.class.isAssignableFrom(e.getClass())) {
+      return;
     }
 
-    public void setStoragedate(Field<String> storagedate) {
-        this.storagedate = storagedate;
-    }
+    final Dataset d = (Dataset) e;
 
-    public Field<String> getDevice() {
-        return device;
-    }
+    storagedate =
+        d.getStoragedate() != null && compareTrust(this, e) < 0 ? d.getStoragedate() : storagedate;
 
-    public void setDevice(Field<String> device) {
-        this.device = device;
-    }
+    device = d.getDevice() != null && compareTrust(this, e) < 0 ? d.getDevice() : device;
 
-    public Field<String> getSize() {
-        return size;
-    }
+    size = d.getSize() != null && compareTrust(this, e) < 0 ? d.getSize() : size;
 
-    public void setSize(Field<String> size) {
-        this.size = size;
-    }
+    version = d.getVersion() != null && compareTrust(this, e) < 0 ? d.getVersion() : version;
 
-    public Field<String> getVersion() {
-        return version;
-    }
+    lastmetadataupdate =
+        d.getLastmetadataupdate() != null && compareTrust(this, e) < 0
+            ? d.getLastmetadataupdate()
+            : lastmetadataupdate;
 
-    public void setVersion(Field<String> version) {
-        this.version = version;
-    }
+    metadataversionnumber =
+        d.getMetadataversionnumber() != null && compareTrust(this, e) < 0
+            ? d.getMetadataversionnumber()
+            : metadataversionnumber;
 
-    public Field<String> getLastmetadataupdate() {
-        return lastmetadataupdate;
-    }
+    geolocation = mergeLists(geolocation, d.getGeolocation());
 
-    public void setLastmetadataupdate(Field<String> lastmetadataupdate) {
-        this.lastmetadataupdate = lastmetadataupdate;
-    }
-
-    public Field<String> getMetadataversionnumber() {
-        return metadataversionnumber;
-    }
-
-    public void setMetadataversionnumber(Field<String> metadataversionnumber) {
-        this.metadataversionnumber = metadataversionnumber;
-    }
-
-    public List<GeoLocation> getGeolocation() {
-        return geolocation;
-    }
-
-    public void setGeolocation(List<GeoLocation> geolocation) {
-        this.geolocation = geolocation;
-    }
-
-    @Override
-    public void mergeFrom(OafEntity e) {
-        super.mergeFrom(e);
-
-        if (!Dataset.class.isAssignableFrom(e.getClass())) {
-            return;
-        }
-
-        final Dataset d = (Dataset) e;
-
-        storagedate =
-                d.getStoragedate() != null && compareTrust(this, e) < 0
-                        ? d.getStoragedate()
-                        : storagedate;
-
-        device = d.getDevice() != null && compareTrust(this, e) < 0 ? d.getDevice() : device;
-
-        size = d.getSize() != null && compareTrust(this, e) < 0 ? d.getSize() : size;
-
-        version = d.getVersion() != null && compareTrust(this, e) < 0 ? d.getVersion() : version;
-
-        lastmetadataupdate =
-                d.getLastmetadataupdate() != null && compareTrust(this, e) < 0
-                        ? d.getLastmetadataupdate()
-                        : lastmetadataupdate;
-
-        metadataversionnumber =
-                d.getMetadataversionnumber() != null && compareTrust(this, e) < 0
-                        ? d.getMetadataversionnumber()
-                        : metadataversionnumber;
-
-        geolocation = mergeLists(geolocation, d.getGeolocation());
-
-        mergeOAFDataInfo(d);
-    }
-
-    @Override
-    public boolean equals(Object o) {
-        if (this == o) return true;
-        if (o == null || getClass() != o.getClass()) return false;
-        if (!super.equals(o)) return false;
-        Dataset dataset = (Dataset) o;
-        return Objects.equals(storagedate, dataset.storagedate)
-                && Objects.equals(device, dataset.device)
-                && Objects.equals(size, dataset.size)
-                && Objects.equals(version, dataset.version)
-                && Objects.equals(lastmetadataupdate, dataset.lastmetadataupdate)
-                && Objects.equals(metadataversionnumber, dataset.metadataversionnumber)
-                && Objects.equals(geolocation, dataset.geolocation);
-    }
-
-    @Override
-    public int hashCode() {
-        return Objects.hash(
-                super.hashCode(),
-                storagedate,
-                device,
-                size,
-                version,
-                lastmetadataupdate,
-                metadataversionnumber,
-                geolocation);
-    }
+    mergeOAFDataInfo(d);
+  }
 }
diff --git a/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/Datasource.java b/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/Datasource.java
index f2755b86b6..f0c7976312 100644
--- a/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/Datasource.java
+++ b/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/Datasource.java
@@ -2,598 +2,497 @@ package eu.dnetlib.dhp.schema.oaf;
 
 import java.io.Serializable;
 import java.util.List;
-import java.util.Objects;
 
 public class Datasource extends OafEntity implements Serializable {
 
-    private Qualifier datasourcetype;
+  private Qualifier datasourcetype;
 
-    private Qualifier openairecompatibility;
+  private Qualifier openairecompatibility;
 
-    private Field<String> officialname;
+  private Field<String> officialname;
 
-    private Field<String> englishname;
+  private Field<String> englishname;
 
-    private Field<String> websiteurl;
+  private Field<String> websiteurl;
 
-    private Field<String> logourl;
+  private Field<String> logourl;
 
-    private Field<String> contactemail;
+  private Field<String> contactemail;
 
-    private Field<String> namespaceprefix;
+  private Field<String> namespaceprefix;
 
-    private Field<String> latitude;
+  private Field<String> latitude;
 
-    private Field<String> longitude;
+  private Field<String> longitude;
 
-    private Field<String> dateofvalidation;
+  private Field<String> dateofvalidation;
 
-    private Field<String> description;
+  private Field<String> description;
 
-    private List<StructuredProperty> subjects;
+  private List<StructuredProperty> subjects;
+
+  // opendoar specific fields (od*)
+  private Field<String> odnumberofitems;
+
+  private Field<String> odnumberofitemsdate;
+
+  private Field<String> odpolicies;
+
+  private List<Field<String>> odlanguages;
+
+  private List<Field<String>> odcontenttypes;
+
+  private List<Field<String>> accessinfopackage;
+
+  // re3data fields
+  private Field<String> releasestartdate;
+
+  private Field<String> releaseenddate;
+
+  private Field<String> missionstatementurl;
+
+  private Field<Boolean> dataprovider;
+
+  private Field<Boolean> serviceprovider;
+
+  // {open, restricted or closed}
+  private Field<String> databaseaccesstype;
+
+  // {open, restricted or closed}
+  private Field<String> datauploadtype;
+
+  // {feeRequired, registration, other}
+  private Field<String> databaseaccessrestriction;
+
+  // {feeRequired, registration, other}
+  private Field<String> datauploadrestriction;
+
+  private Field<Boolean> versioning;
+
+  private Field<String> citationguidelineurl;
+
+  // {yes, no, uknown}
+  private Field<String> qualitymanagementkind;
+
+  private Field<String> pidsystems;
+
+  private Field<String> certificates;
+
+  private List<KeyValue> policies;
+
+  private Journal journal;
+
+  public Qualifier getDatasourcetype() {
+    return datasourcetype;
+  }
+
+  public void setDatasourcetype(Qualifier datasourcetype) {
+    this.datasourcetype = datasourcetype;
+  }
+
+  public Qualifier getOpenairecompatibility() {
+    return openairecompatibility;
+  }
+
+  public void setOpenairecompatibility(Qualifier openairecompatibility) {
+    this.openairecompatibility = openairecompatibility;
+  }
+
+  public Field<String> getOfficialname() {
+    return officialname;
+  }
+
+  public void setOfficialname(Field<String> officialname) {
+    this.officialname = officialname;
+  }
+
+  public Field<String> getEnglishname() {
+    return englishname;
+  }
+
+  public void setEnglishname(Field<String> englishname) {
+    this.englishname = englishname;
+  }
+
+  public Field<String> getWebsiteurl() {
+    return websiteurl;
+  }
+
+  public void setWebsiteurl(Field<String> websiteurl) {
+    this.websiteurl = websiteurl;
+  }
+
+  public Field<String> getLogourl() {
+    return logourl;
+  }
+
+  public void setLogourl(Field<String> logourl) {
+    this.logourl = logourl;
+  }
+
+  public Field<String> getContactemail() {
+    return contactemail;
+  }
+
+  public void setContactemail(Field<String> contactemail) {
+    this.contactemail = contactemail;
+  }
+
+  public Field<String> getNamespaceprefix() {
+    return namespaceprefix;
+  }
+
+  public void setNamespaceprefix(Field<String> namespaceprefix) {
+    this.namespaceprefix = namespaceprefix;
+  }
+
+  public Field<String> getLatitude() {
+    return latitude;
+  }
+
+  public void setLatitude(Field<String> latitude) {
+    this.latitude = latitude;
+  }
+
+  public Field<String> getLongitude() {
+    return longitude;
+  }
+
+  public void setLongitude(Field<String> longitude) {
+    this.longitude = longitude;
+  }
+
+  public Field<String> getDateofvalidation() {
+    return dateofvalidation;
+  }
+
+  public void setDateofvalidation(Field<String> dateofvalidation) {
+    this.dateofvalidation = dateofvalidation;
+  }
+
+  public Field<String> getDescription() {
+    return description;
+  }
+
+  public void setDescription(Field<String> description) {
+    this.description = description;
+  }
+
+  public List<StructuredProperty> getSubjects() {
+    return subjects;
+  }
+
+  public void setSubjects(List<StructuredProperty> subjects) {
+    this.subjects = subjects;
+  }
+
+  public Field<String> getOdnumberofitems() {
+    return odnumberofitems;
+  }
+
+  public void setOdnumberofitems(Field<String> odnumberofitems) {
+    this.odnumberofitems = odnumberofitems;
+  }
+
+  public Field<String> getOdnumberofitemsdate() {
+    return odnumberofitemsdate;
+  }
+
+  public void setOdnumberofitemsdate(Field<String> odnumberofitemsdate) {
+    this.odnumberofitemsdate = odnumberofitemsdate;
+  }
+
+  public Field<String> getOdpolicies() {
+    return odpolicies;
+  }
+
+  public void setOdpolicies(Field<String> odpolicies) {
+    this.odpolicies = odpolicies;
+  }
+
+  public List<Field<String>> getOdlanguages() {
+    return odlanguages;
+  }
+
+  public void setOdlanguages(List<Field<String>> odlanguages) {
+    this.odlanguages = odlanguages;
+  }
+
+  public List<Field<String>> getOdcontenttypes() {
+    return odcontenttypes;
+  }
+
+  public void setOdcontenttypes(List<Field<String>> odcontenttypes) {
+    this.odcontenttypes = odcontenttypes;
+  }
+
+  public List<Field<String>> getAccessinfopackage() {
+    return accessinfopackage;
+  }
+
+  public void setAccessinfopackage(List<Field<String>> accessinfopackage) {
+    this.accessinfopackage = accessinfopackage;
+  }
+
+  public Field<String> getReleasestartdate() {
+    return releasestartdate;
+  }
+
+  public void setReleasestartdate(Field<String> releasestartdate) {
+    this.releasestartdate = releasestartdate;
+  }
+
+  public Field<String> getReleaseenddate() {
+    return releaseenddate;
+  }
+
+  public void setReleaseenddate(Field<String> releaseenddate) {
+    this.releaseenddate = releaseenddate;
+  }
+
+  public Field<String> getMissionstatementurl() {
+    return missionstatementurl;
+  }
+
+  public void setMissionstatementurl(Field<String> missionstatementurl) {
+    this.missionstatementurl = missionstatementurl;
+  }
+
+  public Field<Boolean> getDataprovider() {
+    return dataprovider;
+  }
+
+  public void setDataprovider(Field<Boolean> dataprovider) {
+    this.dataprovider = dataprovider;
+  }
+
+  public Field<Boolean> getServiceprovider() {
+    return serviceprovider;
+  }
+
+  public void setServiceprovider(Field<Boolean> serviceprovider) {
+    this.serviceprovider = serviceprovider;
+  }
+
+  public Field<String> getDatabaseaccesstype() {
+    return databaseaccesstype;
+  }
+
+  public void setDatabaseaccesstype(Field<String> databaseaccesstype) {
+    this.databaseaccesstype = databaseaccesstype;
+  }
+
+  public Field<String> getDatauploadtype() {
+    return datauploadtype;
+  }
+
+  public void setDatauploadtype(Field<String> datauploadtype) {
+    this.datauploadtype = datauploadtype;
+  }
+
+  public Field<String> getDatabaseaccessrestriction() {
+    return databaseaccessrestriction;
+  }
+
+  public void setDatabaseaccessrestriction(Field<String> databaseaccessrestriction) {
+    this.databaseaccessrestriction = databaseaccessrestriction;
+  }
+
+  public Field<String> getDatauploadrestriction() {
+    return datauploadrestriction;
+  }
+
+  public void setDatauploadrestriction(Field<String> datauploadrestriction) {
+    this.datauploadrestriction = datauploadrestriction;
+  }
+
+  public Field<Boolean> getVersioning() {
+    return versioning;
+  }
+
+  public void setVersioning(Field<Boolean> versioning) {
+    this.versioning = versioning;
+  }
+
+  public Field<String> getCitationguidelineurl() {
+    return citationguidelineurl;
+  }
+
+  public void setCitationguidelineurl(Field<String> citationguidelineurl) {
+    this.citationguidelineurl = citationguidelineurl;
+  }
+
+  public Field<String> getQualitymanagementkind() {
+    return qualitymanagementkind;
+  }
+
+  public void setQualitymanagementkind(Field<String> qualitymanagementkind) {
+    this.qualitymanagementkind = qualitymanagementkind;
+  }
+
+  public Field<String> getPidsystems() {
+    return pidsystems;
+  }
+
+  public void setPidsystems(Field<String> pidsystems) {
+    this.pidsystems = pidsystems;
+  }
+
+  public Field<String> getCertificates() {
+    return certificates;
+  }
+
+  public void setCertificates(Field<String> certificates) {
+    this.certificates = certificates;
+  }
+
+  public List<KeyValue> getPolicies() {
+    return policies;
+  }
+
+  public void setPolicies(List<KeyValue> policies) {
+    this.policies = policies;
+  }
+
+  public Journal getJournal() {
+    return journal;
+  }
+
+  public void setJournal(Journal journal) {
+    this.journal = journal;
+  }
+
+  @Override
+  public void mergeFrom(OafEntity e) {
+    super.mergeFrom(e);
+
+    if (!Datasource.class.isAssignableFrom(e.getClass())) {
+      return;
+    }
+
+    Datasource d = (Datasource) e;
+
+    datasourcetype =
+        d.getDatasourcetype() != null && compareTrust(this, e) < 0
+            ? d.getDatasourcetype()
+            : datasourcetype;
+    openairecompatibility =
+        d.getOpenairecompatibility() != null && compareTrust(this, e) < 0
+            ? d.getOpenairecompatibility()
+            : openairecompatibility;
+    officialname =
+        d.getOfficialname() != null && compareTrust(this, e) < 0
+            ? d.getOfficialname()
+            : officialname;
+    englishname =
+        d.getEnglishname() != null && compareTrust(this, e) < 0 ? d.getEnglishname() : officialname;
+    websiteurl =
+        d.getWebsiteurl() != null && compareTrust(this, e) < 0 ? d.getWebsiteurl() : websiteurl;
+    logourl = d.getLogourl() != null && compareTrust(this, e) < 0 ? d.getLogourl() : getLogourl();
+    contactemail =
+        d.getContactemail() != null && compareTrust(this, e) < 0
+            ? d.getContactemail()
+            : contactemail;
+    namespaceprefix =
+        d.getNamespaceprefix() != null && compareTrust(this, e) < 0
+            ? d.getNamespaceprefix()
+            : namespaceprefix;
+    latitude = d.getLatitude() != null && compareTrust(this, e) < 0 ? d.getLatitude() : latitude;
+    longitude =
+        d.getLongitude() != null && compareTrust(this, e) < 0 ? d.getLongitude() : longitude;
+    dateofvalidation =
+        d.getDateofvalidation() != null && compareTrust(this, e) < 0
+            ? d.getDateofvalidation()
+            : dateofvalidation;
+    description =
+        d.getDescription() != null && compareTrust(this, e) < 0 ? d.getDescription() : description;
+    subjects = mergeLists(subjects, d.getSubjects());
 
     // opendoar specific fields (od*)
-    private Field<String> odnumberofitems;
-
-    private Field<String> odnumberofitemsdate;
-
-    private Field<String> odpolicies;
-
-    private List<Field<String>> odlanguages;
-
-    private List<Field<String>> odcontenttypes;
-
-    private List<Field<String>> accessinfopackage;
+    odnumberofitems =
+        d.getOdnumberofitems() != null && compareTrust(this, e) < 0
+            ? d.getOdnumberofitems()
+            : odnumberofitems;
+    odnumberofitemsdate =
+        d.getOdnumberofitemsdate() != null && compareTrust(this, e) < 0
+            ? d.getOdnumberofitemsdate()
+            : odnumberofitemsdate;
+    odpolicies =
+        d.getOdpolicies() != null && compareTrust(this, e) < 0 ? d.getOdpolicies() : odpolicies;
+    odlanguages = mergeLists(odlanguages, d.getOdlanguages());
+    odcontenttypes = mergeLists(odcontenttypes, d.getOdcontenttypes());
+    accessinfopackage = mergeLists(accessinfopackage, d.getAccessinfopackage());
 
     // re3data fields
-    private Field<String> releasestartdate;
-
-    private Field<String> releaseenddate;
-
-    private Field<String> missionstatementurl;
-
-    private Field<Boolean> dataprovider;
-
-    private Field<Boolean> serviceprovider;
+    releasestartdate =
+        d.getReleasestartdate() != null && compareTrust(this, e) < 0
+            ? d.getReleasestartdate()
+            : releasestartdate;
+    releaseenddate =
+        d.getReleaseenddate() != null && compareTrust(this, e) < 0
+            ? d.getReleaseenddate()
+            : releaseenddate;
+    missionstatementurl =
+        d.getMissionstatementurl() != null && compareTrust(this, e) < 0
+            ? d.getMissionstatementurl()
+            : missionstatementurl;
+    dataprovider =
+        d.getDataprovider() != null && compareTrust(this, e) < 0
+            ? d.getDataprovider()
+            : dataprovider;
+    serviceprovider =
+        d.getServiceprovider() != null && compareTrust(this, e) < 0
+            ? d.getServiceprovider()
+            : serviceprovider;
 
     // {open, restricted or closed}
-    private Field<String> databaseaccesstype;
+    databaseaccesstype =
+        d.getDatabaseaccesstype() != null && compareTrust(this, e) < 0
+            ? d.getDatabaseaccesstype()
+            : databaseaccesstype;
 
     // {open, restricted or closed}
-    private Field<String> datauploadtype;
+    datauploadtype =
+        d.getDatauploadtype() != null && compareTrust(this, e) < 0
+            ? d.getDatauploadtype()
+            : datauploadtype;
 
     // {feeRequired, registration, other}
-    private Field<String> databaseaccessrestriction;
+    databaseaccessrestriction =
+        d.getDatabaseaccessrestriction() != null && compareTrust(this, e) < 0
+            ? d.getDatabaseaccessrestriction()
+            : databaseaccessrestriction;
 
     // {feeRequired, registration, other}
-    private Field<String> datauploadrestriction;
-
-    private Field<Boolean> versioning;
-
-    private Field<String> citationguidelineurl;
-
-    // {yes, no, uknown}
-    private Field<String> qualitymanagementkind;
-
-    private Field<String> pidsystems;
-
-    private Field<String> certificates;
-
-    private List<KeyValue> policies;
-
-    private Journal journal;
-
-    public Qualifier getDatasourcetype() {
-        return datasourcetype;
-    }
-
-    public void setDatasourcetype(Qualifier datasourcetype) {
-        this.datasourcetype = datasourcetype;
-    }
-
-    public Qualifier getOpenairecompatibility() {
-        return openairecompatibility;
-    }
-
-    public void setOpenairecompatibility(Qualifier openairecompatibility) {
-        this.openairecompatibility = openairecompatibility;
-    }
-
-    public Field<String> getOfficialname() {
-        return officialname;
-    }
-
-    public void setOfficialname(Field<String> officialname) {
-        this.officialname = officialname;
-    }
-
-    public Field<String> getEnglishname() {
-        return englishname;
-    }
-
-    public void setEnglishname(Field<String> englishname) {
-        this.englishname = englishname;
-    }
-
-    public Field<String> getWebsiteurl() {
-        return websiteurl;
-    }
-
-    public void setWebsiteurl(Field<String> websiteurl) {
-        this.websiteurl = websiteurl;
-    }
-
-    public Field<String> getLogourl() {
-        return logourl;
-    }
-
-    public void setLogourl(Field<String> logourl) {
-        this.logourl = logourl;
-    }
-
-    public Field<String> getContactemail() {
-        return contactemail;
-    }
-
-    public void setContactemail(Field<String> contactemail) {
-        this.contactemail = contactemail;
-    }
-
-    public Field<String> getNamespaceprefix() {
-        return namespaceprefix;
-    }
-
-    public void setNamespaceprefix(Field<String> namespaceprefix) {
-        this.namespaceprefix = namespaceprefix;
-    }
-
-    public Field<String> getLatitude() {
-        return latitude;
-    }
-
-    public void setLatitude(Field<String> latitude) {
-        this.latitude = latitude;
-    }
-
-    public Field<String> getLongitude() {
-        return longitude;
-    }
-
-    public void setLongitude(Field<String> longitude) {
-        this.longitude = longitude;
-    }
-
-    public Field<String> getDateofvalidation() {
-        return dateofvalidation;
-    }
-
-    public void setDateofvalidation(Field<String> dateofvalidation) {
-        this.dateofvalidation = dateofvalidation;
-    }
-
-    public Field<String> getDescription() {
-        return description;
-    }
-
-    public void setDescription(Field<String> description) {
-        this.description = description;
-    }
-
-    public List<StructuredProperty> getSubjects() {
-        return subjects;
-    }
-
-    public void setSubjects(List<StructuredProperty> subjects) {
-        this.subjects = subjects;
-    }
-
-    public Field<String> getOdnumberofitems() {
-        return odnumberofitems;
-    }
-
-    public void setOdnumberofitems(Field<String> odnumberofitems) {
-        this.odnumberofitems = odnumberofitems;
-    }
-
-    public Field<String> getOdnumberofitemsdate() {
-        return odnumberofitemsdate;
-    }
-
-    public void setOdnumberofitemsdate(Field<String> odnumberofitemsdate) {
-        this.odnumberofitemsdate = odnumberofitemsdate;
-    }
-
-    public Field<String> getOdpolicies() {
-        return odpolicies;
-    }
-
-    public void setOdpolicies(Field<String> odpolicies) {
-        this.odpolicies = odpolicies;
-    }
-
-    public List<Field<String>> getOdlanguages() {
-        return odlanguages;
-    }
-
-    public void setOdlanguages(List<Field<String>> odlanguages) {
-        this.odlanguages = odlanguages;
-    }
-
-    public List<Field<String>> getOdcontenttypes() {
-        return odcontenttypes;
-    }
-
-    public void setOdcontenttypes(List<Field<String>> odcontenttypes) {
-        this.odcontenttypes = odcontenttypes;
-    }
-
-    public List<Field<String>> getAccessinfopackage() {
-        return accessinfopackage;
-    }
-
-    public void setAccessinfopackage(List<Field<String>> accessinfopackage) {
-        this.accessinfopackage = accessinfopackage;
-    }
-
-    public Field<String> getReleasestartdate() {
-        return releasestartdate;
-    }
-
-    public void setReleasestartdate(Field<String> releasestartdate) {
-        this.releasestartdate = releasestartdate;
-    }
-
-    public Field<String> getReleaseenddate() {
-        return releaseenddate;
-    }
-
-    public void setReleaseenddate(Field<String> releaseenddate) {
-        this.releaseenddate = releaseenddate;
-    }
-
-    public Field<String> getMissionstatementurl() {
-        return missionstatementurl;
-    }
-
-    public void setMissionstatementurl(Field<String> missionstatementurl) {
-        this.missionstatementurl = missionstatementurl;
-    }
-
-    public Field<Boolean> getDataprovider() {
-        return dataprovider;
-    }
-
-    public void setDataprovider(Field<Boolean> dataprovider) {
-        this.dataprovider = dataprovider;
-    }
-
-    public Field<Boolean> getServiceprovider() {
-        return serviceprovider;
-    }
-
-    public void setServiceprovider(Field<Boolean> serviceprovider) {
-        this.serviceprovider = serviceprovider;
-    }
-
-    public Field<String> getDatabaseaccesstype() {
-        return databaseaccesstype;
-    }
-
-    public void setDatabaseaccesstype(Field<String> databaseaccesstype) {
-        this.databaseaccesstype = databaseaccesstype;
-    }
-
-    public Field<String> getDatauploadtype() {
-        return datauploadtype;
-    }
-
-    public void setDatauploadtype(Field<String> datauploadtype) {
-        this.datauploadtype = datauploadtype;
-    }
-
-    public Field<String> getDatabaseaccessrestriction() {
-        return databaseaccessrestriction;
-    }
-
-    public void setDatabaseaccessrestriction(Field<String> databaseaccessrestriction) {
-        this.databaseaccessrestriction = databaseaccessrestriction;
-    }
-
-    public Field<String> getDatauploadrestriction() {
-        return datauploadrestriction;
-    }
-
-    public void setDatauploadrestriction(Field<String> datauploadrestriction) {
-        this.datauploadrestriction = datauploadrestriction;
-    }
-
-    public Field<Boolean> getVersioning() {
-        return versioning;
-    }
-
-    public void setVersioning(Field<Boolean> versioning) {
-        this.versioning = versioning;
-    }
-
-    public Field<String> getCitationguidelineurl() {
-        return citationguidelineurl;
-    }
-
-    public void setCitationguidelineurl(Field<String> citationguidelineurl) {
-        this.citationguidelineurl = citationguidelineurl;
-    }
-
-    public Field<String> getQualitymanagementkind() {
-        return qualitymanagementkind;
-    }
-
-    public void setQualitymanagementkind(Field<String> qualitymanagementkind) {
-        this.qualitymanagementkind = qualitymanagementkind;
-    }
-
-    public Field<String> getPidsystems() {
-        return pidsystems;
-    }
-
-    public void setPidsystems(Field<String> pidsystems) {
-        this.pidsystems = pidsystems;
-    }
-
-    public Field<String> getCertificates() {
-        return certificates;
-    }
-
-    public void setCertificates(Field<String> certificates) {
-        this.certificates = certificates;
-    }
-
-    public List<KeyValue> getPolicies() {
-        return policies;
-    }
-
-    public void setPolicies(List<KeyValue> policies) {
-        this.policies = policies;
-    }
-
-    public Journal getJournal() {
-        return journal;
-    }
-
-    public void setJournal(Journal journal) {
-        this.journal = journal;
-    }
-
-    @Override
-    public void mergeFrom(OafEntity e) {
-        super.mergeFrom(e);
-
-        if (!Datasource.class.isAssignableFrom(e.getClass())) {
-            return;
-        }
-
-        Datasource d = (Datasource) e;
-
-        datasourcetype =
-                d.getDatasourcetype() != null && compareTrust(this, e) < 0
-                        ? d.getDatasourcetype()
-                        : datasourcetype;
-        openairecompatibility =
-                d.getOpenairecompatibility() != null && compareTrust(this, e) < 0
-                        ? d.getOpenairecompatibility()
-                        : openairecompatibility;
-        officialname =
-                d.getOfficialname() != null && compareTrust(this, e) < 0
-                        ? d.getOfficialname()
-                        : officialname;
-        englishname =
-                d.getEnglishname() != null && compareTrust(this, e) < 0
-                        ? d.getEnglishname()
-                        : officialname;
-        websiteurl =
-                d.getWebsiteurl() != null && compareTrust(this, e) < 0
-                        ? d.getWebsiteurl()
-                        : websiteurl;
-        logourl =
-                d.getLogourl() != null && compareTrust(this, e) < 0 ? d.getLogourl() : getLogourl();
-        contactemail =
-                d.getContactemail() != null && compareTrust(this, e) < 0
-                        ? d.getContactemail()
-                        : contactemail;
-        namespaceprefix =
-                d.getNamespaceprefix() != null && compareTrust(this, e) < 0
-                        ? d.getNamespaceprefix()
-                        : namespaceprefix;
-        latitude =
-                d.getLatitude() != null && compareTrust(this, e) < 0 ? d.getLatitude() : latitude;
-        longitude =
-                d.getLongitude() != null && compareTrust(this, e) < 0
-                        ? d.getLongitude()
-                        : longitude;
-        dateofvalidation =
-                d.getDateofvalidation() != null && compareTrust(this, e) < 0
-                        ? d.getDateofvalidation()
-                        : dateofvalidation;
-        description =
-                d.getDescription() != null && compareTrust(this, e) < 0
-                        ? d.getDescription()
-                        : description;
-        subjects = mergeLists(subjects, d.getSubjects());
-
-        // opendoar specific fields (od*)
-        odnumberofitems =
-                d.getOdnumberofitems() != null && compareTrust(this, e) < 0
-                        ? d.getOdnumberofitems()
-                        : odnumberofitems;
-        odnumberofitemsdate =
-                d.getOdnumberofitemsdate() != null && compareTrust(this, e) < 0
-                        ? d.getOdnumberofitemsdate()
-                        : odnumberofitemsdate;
-        odpolicies =
-                d.getOdpolicies() != null && compareTrust(this, e) < 0
-                        ? d.getOdpolicies()
-                        : odpolicies;
-        odlanguages = mergeLists(odlanguages, d.getOdlanguages());
-        odcontenttypes = mergeLists(odcontenttypes, d.getOdcontenttypes());
-        accessinfopackage = mergeLists(accessinfopackage, d.getAccessinfopackage());
-
-        // re3data fields
-        releasestartdate =
-                d.getReleasestartdate() != null && compareTrust(this, e) < 0
-                        ? d.getReleasestartdate()
-                        : releasestartdate;
-        releaseenddate =
-                d.getReleaseenddate() != null && compareTrust(this, e) < 0
-                        ? d.getReleaseenddate()
-                        : releaseenddate;
-        missionstatementurl =
-                d.getMissionstatementurl() != null && compareTrust(this, e) < 0
-                        ? d.getMissionstatementurl()
-                        : missionstatementurl;
-        dataprovider =
-                d.getDataprovider() != null && compareTrust(this, e) < 0
-                        ? d.getDataprovider()
-                        : dataprovider;
-        serviceprovider =
-                d.getServiceprovider() != null && compareTrust(this, e) < 0
-                        ? d.getServiceprovider()
-                        : serviceprovider;
-
-        // {open, restricted or closed}
-        databaseaccesstype =
-                d.getDatabaseaccesstype() != null && compareTrust(this, e) < 0
-                        ? d.getDatabaseaccesstype()
-                        : databaseaccesstype;
-
-        // {open, restricted or closed}
-        datauploadtype =
-                d.getDatauploadtype() != null && compareTrust(this, e) < 0
-                        ? d.getDatauploadtype()
-                        : datauploadtype;
-
-        // {feeRequired, registration, other}
-        databaseaccessrestriction =
-                d.getDatabaseaccessrestriction() != null && compareTrust(this, e) < 0
-                        ? d.getDatabaseaccessrestriction()
-                        : databaseaccessrestriction;
-
-        // {feeRequired, registration, other}
-        datauploadrestriction =
-                d.getDatauploadrestriction() != null && compareTrust(this, e) < 0
-                        ? d.getDatauploadrestriction()
-                        : datauploadrestriction;
-
-        versioning =
-                d.getVersioning() != null && compareTrust(this, e) < 0
-                        ? d.getVersioning()
-                        : versioning;
-        citationguidelineurl =
-                d.getCitationguidelineurl() != null && compareTrust(this, e) < 0
-                        ? d.getCitationguidelineurl()
-                        : citationguidelineurl;
-
-        // {yes, no, unknown}
-        qualitymanagementkind =
-                d.getQualitymanagementkind() != null && compareTrust(this, e) < 0
-                        ? d.getQualitymanagementkind()
-                        : qualitymanagementkind;
-        pidsystems =
-                d.getPidsystems() != null && compareTrust(this, e) < 0
-                        ? d.getPidsystems()
-                        : pidsystems;
-
-        certificates =
-                d.getCertificates() != null && compareTrust(this, e) < 0
-                        ? d.getCertificates()
-                        : certificates;
-
-        policies = mergeLists(policies, d.getPolicies());
-
-        journal = d.getJournal() != null && compareTrust(this, e) < 0 ? d.getJournal() : journal;
-
-        mergeOAFDataInfo(e);
-    }
-
-    @Override
-    public boolean equals(Object o) {
-        if (this == o) return true;
-        if (o == null || getClass() != o.getClass()) return false;
-        if (!super.equals(o)) return false;
-        Datasource that = (Datasource) o;
-        return Objects.equals(datasourcetype, that.datasourcetype)
-                && Objects.equals(openairecompatibility, that.openairecompatibility)
-                && Objects.equals(officialname, that.officialname)
-                && Objects.equals(englishname, that.englishname)
-                && Objects.equals(websiteurl, that.websiteurl)
-                && Objects.equals(logourl, that.logourl)
-                && Objects.equals(contactemail, that.contactemail)
-                && Objects.equals(namespaceprefix, that.namespaceprefix)
-                && Objects.equals(latitude, that.latitude)
-                && Objects.equals(longitude, that.longitude)
-                && Objects.equals(dateofvalidation, that.dateofvalidation)
-                && Objects.equals(description, that.description)
-                && Objects.equals(subjects, that.subjects)
-                && Objects.equals(odnumberofitems, that.odnumberofitems)
-                && Objects.equals(odnumberofitemsdate, that.odnumberofitemsdate)
-                && Objects.equals(odpolicies, that.odpolicies)
-                && Objects.equals(odlanguages, that.odlanguages)
-                && Objects.equals(odcontenttypes, that.odcontenttypes)
-                && Objects.equals(accessinfopackage, that.accessinfopackage)
-                && Objects.equals(releasestartdate, that.releasestartdate)
-                && Objects.equals(releaseenddate, that.releaseenddate)
-                && Objects.equals(missionstatementurl, that.missionstatementurl)
-                && Objects.equals(dataprovider, that.dataprovider)
-                && Objects.equals(serviceprovider, that.serviceprovider)
-                && Objects.equals(databaseaccesstype, that.databaseaccesstype)
-                && Objects.equals(datauploadtype, that.datauploadtype)
-                && Objects.equals(databaseaccessrestriction, that.databaseaccessrestriction)
-                && Objects.equals(datauploadrestriction, that.datauploadrestriction)
-                && Objects.equals(versioning, that.versioning)
-                && Objects.equals(citationguidelineurl, that.citationguidelineurl)
-                && Objects.equals(qualitymanagementkind, that.qualitymanagementkind)
-                && Objects.equals(pidsystems, that.pidsystems)
-                && Objects.equals(certificates, that.certificates)
-                && Objects.equals(policies, that.policies)
-                && Objects.equals(journal, that.journal);
-    }
-
-    @Override
-    public int hashCode() {
-        return Objects.hash(
-                super.hashCode(),
-                datasourcetype,
-                openairecompatibility,
-                officialname,
-                englishname,
-                websiteurl,
-                logourl,
-                contactemail,
-                namespaceprefix,
-                latitude,
-                longitude,
-                dateofvalidation,
-                description,
-                subjects,
-                odnumberofitems,
-                odnumberofitemsdate,
-                odpolicies,
-                odlanguages,
-                odcontenttypes,
-                accessinfopackage,
-                releasestartdate,
-                releaseenddate,
-                missionstatementurl,
-                dataprovider,
-                serviceprovider,
-                databaseaccesstype,
-                datauploadtype,
-                databaseaccessrestriction,
-                datauploadrestriction,
-                versioning,
-                citationguidelineurl,
-                qualitymanagementkind,
-                pidsystems,
-                certificates,
-                policies,
-                journal);
-    }
+    datauploadrestriction =
+        d.getDatauploadrestriction() != null && compareTrust(this, e) < 0
+            ? d.getDatauploadrestriction()
+            : datauploadrestriction;
+
+    versioning =
+        d.getVersioning() != null && compareTrust(this, e) < 0 ? d.getVersioning() : versioning;
+    citationguidelineurl =
+        d.getCitationguidelineurl() != null && compareTrust(this, e) < 0
+            ? d.getCitationguidelineurl()
+            : citationguidelineurl;
+
+    // {yes, no, unknown}
+    qualitymanagementkind =
+        d.getQualitymanagementkind() != null && compareTrust(this, e) < 0
+            ? d.getQualitymanagementkind()
+            : qualitymanagementkind;
+    pidsystems =
+        d.getPidsystems() != null && compareTrust(this, e) < 0 ? d.getPidsystems() : pidsystems;
+
+    certificates =
+        d.getCertificates() != null && compareTrust(this, e) < 0
+            ? d.getCertificates()
+            : certificates;
+
+    policies = mergeLists(policies, d.getPolicies());
+
+    journal = d.getJournal() != null && compareTrust(this, e) < 0 ? d.getJournal() : journal;
+
+    mergeOAFDataInfo(e);
+  }
 }
diff --git a/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/ExternalReference.java b/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/ExternalReference.java
index 35f84a9a7a..67b48ed16a 100644
--- a/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/ExternalReference.java
+++ b/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/ExternalReference.java
@@ -4,112 +4,112 @@ import java.io.Serializable;
 import java.util.Objects;
 
 public class ExternalReference implements Serializable {
-    // source
-    private String sitename;
+  // source
+  private String sitename;
 
-    // title
-    private String label;
+  // title
+  private String label;
 
-    // text()
-    private String url;
+  // text()
+  private String url;
 
-    // ?? not mapped yet ??
-    private String description;
+  // ?? not mapped yet ??
+  private String description;
 
-    // type
-    private Qualifier qualifier;
+  // type
+  private Qualifier qualifier;
 
-    // site internal identifier
-    private String refidentifier;
+  // site internal identifier
+  private String refidentifier;
 
-    // maps the oaf:reference/@query attribute
-    private String query;
+  // maps the oaf:reference/@query attribute
+  private String query;
 
-    // ExternalReferences might be also inferred
-    private DataInfo dataInfo;
+  // ExternalReferences might be also inferred
+  private DataInfo dataInfo;
 
-    public String getSitename() {
-        return sitename;
-    }
+  public String getSitename() {
+    return sitename;
+  }
 
-    public void setSitename(String sitename) {
-        this.sitename = sitename;
-    }
+  public void setSitename(String sitename) {
+    this.sitename = sitename;
+  }
 
-    public String getLabel() {
-        return label;
-    }
+  public String getLabel() {
+    return label;
+  }
 
-    public void setLabel(String label) {
-        this.label = label;
-    }
+  public void setLabel(String label) {
+    this.label = label;
+  }
 
-    public String getUrl() {
-        return url;
-    }
+  public String getUrl() {
+    return url;
+  }
 
-    public void setUrl(String url) {
-        this.url = url;
-    }
+  public void setUrl(String url) {
+    this.url = url;
+  }
 
-    public String getDescription() {
-        return description;
-    }
+  public String getDescription() {
+    return description;
+  }
 
-    public void setDescription(String description) {
-        this.description = description;
-    }
+  public void setDescription(String description) {
+    this.description = description;
+  }
 
-    public Qualifier getQualifier() {
-        return qualifier;
-    }
+  public Qualifier getQualifier() {
+    return qualifier;
+  }
 
-    public void setQualifier(Qualifier qualifier) {
-        this.qualifier = qualifier;
-    }
+  public void setQualifier(Qualifier qualifier) {
+    this.qualifier = qualifier;
+  }
 
-    public String getRefidentifier() {
-        return refidentifier;
-    }
+  public String getRefidentifier() {
+    return refidentifier;
+  }
 
-    public void setRefidentifier(String refidentifier) {
-        this.refidentifier = refidentifier;
-    }
+  public void setRefidentifier(String refidentifier) {
+    this.refidentifier = refidentifier;
+  }
 
-    public String getQuery() {
-        return query;
-    }
+  public String getQuery() {
+    return query;
+  }
 
-    public void setQuery(String query) {
-        this.query = query;
-    }
+  public void setQuery(String query) {
+    this.query = query;
+  }
 
-    public DataInfo getDataInfo() {
-        return dataInfo;
-    }
+  public DataInfo getDataInfo() {
+    return dataInfo;
+  }
 
-    public void setDataInfo(DataInfo dataInfo) {
-        this.dataInfo = dataInfo;
-    }
+  public void setDataInfo(DataInfo dataInfo) {
+    this.dataInfo = dataInfo;
+  }
 
-    @Override
-    public boolean equals(Object o) {
-        if (this == o) return true;
-        if (o == null || getClass() != o.getClass()) return false;
-        ExternalReference that = (ExternalReference) o;
-        return Objects.equals(sitename, that.sitename)
-                && Objects.equals(label, that.label)
-                && Objects.equals(url, that.url)
-                && Objects.equals(description, that.description)
-                && Objects.equals(qualifier, that.qualifier)
-                && Objects.equals(refidentifier, that.refidentifier)
-                && Objects.equals(query, that.query)
-                && Objects.equals(dataInfo, that.dataInfo);
-    }
+  @Override
+  public boolean equals(Object o) {
+    if (this == o) return true;
+    if (o == null || getClass() != o.getClass()) return false;
+    ExternalReference that = (ExternalReference) o;
+    return Objects.equals(sitename, that.sitename)
+        && Objects.equals(label, that.label)
+        && Objects.equals(url, that.url)
+        && Objects.equals(description, that.description)
+        && Objects.equals(qualifier, that.qualifier)
+        && Objects.equals(refidentifier, that.refidentifier)
+        && Objects.equals(query, that.query)
+        && Objects.equals(dataInfo, that.dataInfo);
+  }
 
-    @Override
-    public int hashCode() {
-        return Objects.hash(
-                sitename, label, url, description, qualifier, refidentifier, query, dataInfo);
-    }
+  @Override
+  public int hashCode() {
+    return Objects.hash(
+        sitename, label, url, description, qualifier, refidentifier, query, dataInfo);
+  }
 }
diff --git a/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/ExtraInfo.java b/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/ExtraInfo.java
index d01f1035c6..c19c08f5f2 100644
--- a/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/ExtraInfo.java
+++ b/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/ExtraInfo.java
@@ -4,71 +4,71 @@ import java.io.Serializable;
 import java.util.Objects;
 
 public class ExtraInfo implements Serializable {
-    private String name;
+  private String name;
 
-    private String typology;
+  private String typology;
 
-    private String provenance;
+  private String provenance;
 
-    private String trust;
+  private String trust;
 
-    // json containing a Citation or Statistics
-    private String value;
+  // json containing a Citation or Statistics
+  private String value;
 
-    public String getName() {
-        return name;
-    }
+  public String getName() {
+    return name;
+  }
 
-    public void setName(String name) {
-        this.name = name;
-    }
+  public void setName(String name) {
+    this.name = name;
+  }
 
-    public String getTypology() {
-        return typology;
-    }
+  public String getTypology() {
+    return typology;
+  }
 
-    public void setTypology(String typology) {
-        this.typology = typology;
-    }
+  public void setTypology(String typology) {
+    this.typology = typology;
+  }
 
-    public String getProvenance() {
-        return provenance;
-    }
+  public String getProvenance() {
+    return provenance;
+  }
 
-    public void setProvenance(String provenance) {
-        this.provenance = provenance;
-    }
+  public void setProvenance(String provenance) {
+    this.provenance = provenance;
+  }
 
-    public String getTrust() {
-        return trust;
-    }
+  public String getTrust() {
+    return trust;
+  }
 
-    public void setTrust(String trust) {
-        this.trust = trust;
-    }
+  public void setTrust(String trust) {
+    this.trust = trust;
+  }
 
-    public String getValue() {
-        return value;
-    }
+  public String getValue() {
+    return value;
+  }
 
-    public void setValue(String value) {
-        this.value = value;
-    }
+  public void setValue(String value) {
+    this.value = value;
+  }
 
-    @Override
-    public boolean equals(Object o) {
-        if (this == o) return true;
-        if (o == null || getClass() != o.getClass()) return false;
-        ExtraInfo extraInfo = (ExtraInfo) o;
-        return Objects.equals(name, extraInfo.name)
-                && Objects.equals(typology, extraInfo.typology)
-                && Objects.equals(provenance, extraInfo.provenance)
-                && Objects.equals(trust, extraInfo.trust)
-                && Objects.equals(value, extraInfo.value);
-    }
+  @Override
+  public boolean equals(Object o) {
+    if (this == o) return true;
+    if (o == null || getClass() != o.getClass()) return false;
+    ExtraInfo extraInfo = (ExtraInfo) o;
+    return Objects.equals(name, extraInfo.name)
+        && Objects.equals(typology, extraInfo.typology)
+        && Objects.equals(provenance, extraInfo.provenance)
+        && Objects.equals(trust, extraInfo.trust)
+        && Objects.equals(value, extraInfo.value);
+  }
 
-    @Override
-    public int hashCode() {
-        return Objects.hash(name, typology, provenance, trust, value);
-    }
+  @Override
+  public int hashCode() {
+    return Objects.hash(name, typology, provenance, trust, value);
+  }
 }
diff --git a/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/Field.java b/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/Field.java
index ec9e1e0e78..1854b85c10 100644
--- a/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/Field.java
+++ b/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/Field.java
@@ -4,37 +4,37 @@ import java.io.Serializable;
 
 public class Field<T> implements Serializable {
 
-    private T value;
+  private T value;
 
-    private DataInfo dataInfo;
+  private DataInfo dataInfo;
 
-    public T getValue() {
-        return value;
-    }
+  public T getValue() {
+    return value;
+  }
 
-    public void setValue(T value) {
-        this.value = value;
-    }
+  public void setValue(T value) {
+    this.value = value;
+  }
 
-    public DataInfo getDataInfo() {
-        return dataInfo;
-    }
+  public DataInfo getDataInfo() {
+    return dataInfo;
+  }
 
-    public void setDataInfo(DataInfo dataInfo) {
-        this.dataInfo = dataInfo;
-    }
+  public void setDataInfo(DataInfo dataInfo) {
+    this.dataInfo = dataInfo;
+  }
 
-    @Override
-    public int hashCode() {
-        return getValue() == null ? 0 : getValue().hashCode();
-    }
+  @Override
+  public int hashCode() {
+    return getValue() == null ? 0 : getValue().hashCode();
+  }
 
-    @Override
-    public boolean equals(Object obj) {
-        if (this == obj) return true;
-        if (obj == null) return false;
-        if (getClass() != obj.getClass()) return false;
-        Field<T> other = (Field<T>) obj;
-        return getValue().equals(other.getValue());
-    }
+  @Override
+  public boolean equals(Object obj) {
+    if (this == obj) return true;
+    if (obj == null) return false;
+    if (getClass() != obj.getClass()) return false;
+    Field<T> other = (Field<T>) obj;
+    return getValue().equals(other.getValue());
+  }
 }
diff --git a/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/GeoLocation.java b/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/GeoLocation.java
index 85a3dca951..741f19002f 100644
--- a/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/GeoLocation.java
+++ b/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/GeoLocation.java
@@ -6,64 +6,64 @@ import org.apache.commons.lang3.StringUtils;
 
 public class GeoLocation implements Serializable {
 
-    private String point;
+  private String point;
 
-    private String box;
+  private String box;
 
-    private String place;
+  private String place;
 
-    public String getPoint() {
-        return point;
-    }
+  public String getPoint() {
+    return point;
+  }
 
-    public void setPoint(String point) {
-        this.point = point;
-    }
+  public void setPoint(String point) {
+    this.point = point;
+  }
 
-    public String getBox() {
-        return box;
-    }
+  public String getBox() {
+    return box;
+  }
 
-    public void setBox(String box) {
-        this.box = box;
-    }
+  public void setBox(String box) {
+    this.box = box;
+  }
 
-    public String getPlace() {
-        return place;
-    }
+  public String getPlace() {
+    return place;
+  }
 
-    public void setPlace(String place) {
-        this.place = place;
-    }
+  public void setPlace(String place) {
+    this.place = place;
+  }
 
-    @JsonIgnore
-    public boolean isBlank() {
-        return StringUtils.isBlank(point) && StringUtils.isBlank(box) && StringUtils.isBlank(place);
-    }
+  @JsonIgnore
+  public boolean isBlank() {
+    return StringUtils.isBlank(point) && StringUtils.isBlank(box) && StringUtils.isBlank(place);
+  }
 
-    public String toComparableString() {
-        return isBlank()
-                ? ""
-                : String.format(
-                        "%s::%s%s",
-                        point != null ? point.toLowerCase() : "",
-                        box != null ? box.toLowerCase() : "",
-                        place != null ? place.toLowerCase() : "");
-    }
+  public String toComparableString() {
+    return isBlank()
+        ? ""
+        : String.format(
+            "%s::%s%s",
+            point != null ? point.toLowerCase() : "",
+            box != null ? box.toLowerCase() : "",
+            place != null ? place.toLowerCase() : "");
+  }
 
-    @Override
-    public int hashCode() {
-        return toComparableString().hashCode();
-    }
+  @Override
+  public int hashCode() {
+    return toComparableString().hashCode();
+  }
 
-    @Override
-    public boolean equals(Object obj) {
-        if (this == obj) return true;
-        if (obj == null) return false;
-        if (getClass() != obj.getClass()) return false;
+  @Override
+  public boolean equals(Object obj) {
+    if (this == obj) return true;
+    if (obj == null) return false;
+    if (getClass() != obj.getClass()) return false;
 
-        GeoLocation other = (GeoLocation) obj;
+    GeoLocation other = (GeoLocation) obj;
 
-        return toComparableString().equals(other.toComparableString());
-    }
+    return toComparableString().equals(other.toComparableString());
+  }
 }
diff --git a/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/Instance.java b/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/Instance.java
index a215c342ae..76b72cfbc9 100644
--- a/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/Instance.java
+++ b/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/Instance.java
@@ -5,149 +5,143 @@ import java.util.List;
 
 public class Instance implements Serializable {
 
-    private Field<String> license;
+  private Field<String> license;
 
-    private Qualifier accessright;
+  private Qualifier accessright;
 
-    private Qualifier instancetype;
+  private Qualifier instancetype;
 
-    private KeyValue hostedby;
+  private KeyValue hostedby;
 
-    private List<String> url;
+  private List<String> url;
 
-    // other research products specifc
-    private String distributionlocation;
+  // other research products specifc
+  private String distributionlocation;
 
-    private KeyValue collectedfrom;
+  private KeyValue collectedfrom;
 
-    private Field<String> dateofacceptance;
+  private Field<String> dateofacceptance;
 
-    // ( article | book ) processing charges. Defined here to cope with possible wrongly typed
-    // results
-    private Field<String> processingchargeamount;
+  // ( article | book ) processing charges. Defined here to cope with possible wrongly typed
+  // results
+  private Field<String> processingchargeamount;
 
-    // currency - alphabetic code describe in ISO-4217. Defined here to cope with possible wrongly
-    // typed results
-    private Field<String> processingchargecurrency;
+  // currency - alphabetic code describe in ISO-4217. Defined here to cope with possible wrongly
+  // typed results
+  private Field<String> processingchargecurrency;
 
-    private Field<String> refereed; // peer-review status
+  private Field<String> refereed; // peer-review status
 
-    public Field<String> getLicense() {
-        return license;
-    }
+  public Field<String> getLicense() {
+    return license;
+  }
 
-    public void setLicense(Field<String> license) {
-        this.license = license;
-    }
+  public void setLicense(Field<String> license) {
+    this.license = license;
+  }
 
-    public Qualifier getAccessright() {
-        return accessright;
-    }
+  public Qualifier getAccessright() {
+    return accessright;
+  }
 
-    public void setAccessright(Qualifier accessright) {
-        this.accessright = accessright;
-    }
+  public void setAccessright(Qualifier accessright) {
+    this.accessright = accessright;
+  }
 
-    public Qualifier getInstancetype() {
-        return instancetype;
-    }
+  public Qualifier getInstancetype() {
+    return instancetype;
+  }
 
-    public void setInstancetype(Qualifier instancetype) {
-        this.instancetype = instancetype;
-    }
+  public void setInstancetype(Qualifier instancetype) {
+    this.instancetype = instancetype;
+  }
 
-    public KeyValue getHostedby() {
-        return hostedby;
-    }
+  public KeyValue getHostedby() {
+    return hostedby;
+  }
 
-    public void setHostedby(KeyValue hostedby) {
-        this.hostedby = hostedby;
-    }
+  public void setHostedby(KeyValue hostedby) {
+    this.hostedby = hostedby;
+  }
 
-    public List<String> getUrl() {
-        return url;
-    }
+  public List<String> getUrl() {
+    return url;
+  }
 
-    public void setUrl(List<String> url) {
-        this.url = url;
-    }
+  public void setUrl(List<String> url) {
+    this.url = url;
+  }
 
-    public String getDistributionlocation() {
-        return distributionlocation;
-    }
+  public String getDistributionlocation() {
+    return distributionlocation;
+  }
 
-    public void setDistributionlocation(String distributionlocation) {
-        this.distributionlocation = distributionlocation;
-    }
+  public void setDistributionlocation(String distributionlocation) {
+    this.distributionlocation = distributionlocation;
+  }
 
-    public KeyValue getCollectedfrom() {
-        return collectedfrom;
-    }
+  public KeyValue getCollectedfrom() {
+    return collectedfrom;
+  }
 
-    public void setCollectedfrom(KeyValue collectedfrom) {
-        this.collectedfrom = collectedfrom;
-    }
+  public void setCollectedfrom(KeyValue collectedfrom) {
+    this.collectedfrom = collectedfrom;
+  }
 
-    public Field<String> getDateofacceptance() {
-        return dateofacceptance;
-    }
+  public Field<String> getDateofacceptance() {
+    return dateofacceptance;
+  }
 
-    public void setDateofacceptance(Field<String> dateofacceptance) {
-        this.dateofacceptance = dateofacceptance;
-    }
+  public void setDateofacceptance(Field<String> dateofacceptance) {
+    this.dateofacceptance = dateofacceptance;
+  }
 
-    public Field<String> getProcessingchargeamount() {
-        return processingchargeamount;
-    }
+  public Field<String> getProcessingchargeamount() {
+    return processingchargeamount;
+  }
 
-    public void setProcessingchargeamount(Field<String> processingchargeamount) {
-        this.processingchargeamount = processingchargeamount;
-    }
+  public void setProcessingchargeamount(Field<String> processingchargeamount) {
+    this.processingchargeamount = processingchargeamount;
+  }
 
-    public Field<String> getProcessingchargecurrency() {
-        return processingchargecurrency;
-    }
+  public Field<String> getProcessingchargecurrency() {
+    return processingchargecurrency;
+  }
 
-    public void setProcessingchargecurrency(Field<String> processingchargecurrency) {
-        this.processingchargecurrency = processingchargecurrency;
-    }
+  public void setProcessingchargecurrency(Field<String> processingchargecurrency) {
+    this.processingchargecurrency = processingchargecurrency;
+  }
 
-    public Field<String> getRefereed() {
-        return refereed;
-    }
+  public Field<String> getRefereed() {
+    return refereed;
+  }
 
-    public void setRefereed(Field<String> refereed) {
-        this.refereed = refereed;
-    }
+  public void setRefereed(Field<String> refereed) {
+    this.refereed = refereed;
+  }
 
-    public String toComparableString() {
-        return String.format(
-                "%s::%s::%s::%s",
-                hostedby != null && hostedby.getKey() != null
-                        ? hostedby.getKey().toLowerCase()
-                        : "",
-                accessright != null && accessright.getClassid() != null
-                        ? accessright.getClassid()
-                        : "",
-                instancetype != null && instancetype.getClassid() != null
-                        ? instancetype.getClassid()
-                        : "",
-                url != null ? url : "");
-    }
+  public String toComparableString() {
+    return String.format(
+        "%s::%s::%s::%s",
+        hostedby != null && hostedby.getKey() != null ? hostedby.getKey().toLowerCase() : "",
+        accessright != null && accessright.getClassid() != null ? accessright.getClassid() : "",
+        instancetype != null && instancetype.getClassid() != null ? instancetype.getClassid() : "",
+        url != null ? url : "");
+  }
 
-    @Override
-    public int hashCode() {
-        return toComparableString().hashCode();
-    }
+  @Override
+  public int hashCode() {
+    return toComparableString().hashCode();
+  }
 
-    @Override
-    public boolean equals(Object obj) {
-        if (this == obj) return true;
-        if (obj == null) return false;
-        if (getClass() != obj.getClass()) return false;
+  @Override
+  public boolean equals(Object obj) {
+    if (this == obj) return true;
+    if (obj == null) return false;
+    if (getClass() != obj.getClass()) return false;
 
-        Instance other = (Instance) obj;
+    Instance other = (Instance) obj;
 
-        return toComparableString().equals(other.toComparableString());
-    }
+    return toComparableString().equals(other.toComparableString());
+  }
 }
diff --git a/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/Journal.java b/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/Journal.java
index c45c93af9b..bdf64f8124 100644
--- a/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/Journal.java
+++ b/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/Journal.java
@@ -5,159 +5,159 @@ import java.util.Objects;
 
 public class Journal implements Serializable {
 
-    private String name;
+  private String name;
 
-    private String issnPrinted;
+  private String issnPrinted;
 
-    private String issnOnline;
+  private String issnOnline;
 
-    private String issnLinking;
+  private String issnLinking;
 
-    private String ep;
+  private String ep;
 
-    private String iss;
+  private String iss;
 
-    private String sp;
+  private String sp;
 
-    private String vol;
+  private String vol;
 
-    private String edition;
+  private String edition;
 
-    private String conferenceplace;
+  private String conferenceplace;
 
-    private String conferencedate;
+  private String conferencedate;
 
-    private DataInfo dataInfo;
+  private DataInfo dataInfo;
 
-    public String getName() {
-        return name;
-    }
+  public String getName() {
+    return name;
+  }
 
-    public void setName(String name) {
-        this.name = name;
-    }
+  public void setName(String name) {
+    this.name = name;
+  }
 
-    public String getIssnPrinted() {
-        return issnPrinted;
-    }
+  public String getIssnPrinted() {
+    return issnPrinted;
+  }
 
-    public void setIssnPrinted(String issnPrinted) {
-        this.issnPrinted = issnPrinted;
-    }
+  public void setIssnPrinted(String issnPrinted) {
+    this.issnPrinted = issnPrinted;
+  }
 
-    public String getIssnOnline() {
-        return issnOnline;
-    }
+  public String getIssnOnline() {
+    return issnOnline;
+  }
 
-    public void setIssnOnline(String issnOnline) {
-        this.issnOnline = issnOnline;
-    }
+  public void setIssnOnline(String issnOnline) {
+    this.issnOnline = issnOnline;
+  }
 
-    public String getIssnLinking() {
-        return issnLinking;
-    }
+  public String getIssnLinking() {
+    return issnLinking;
+  }
 
-    public void setIssnLinking(String issnLinking) {
-        this.issnLinking = issnLinking;
-    }
+  public void setIssnLinking(String issnLinking) {
+    this.issnLinking = issnLinking;
+  }
 
-    public String getEp() {
-        return ep;
-    }
+  public String getEp() {
+    return ep;
+  }
 
-    public void setEp(String ep) {
-        this.ep = ep;
-    }
+  public void setEp(String ep) {
+    this.ep = ep;
+  }
 
-    public String getIss() {
-        return iss;
-    }
+  public String getIss() {
+    return iss;
+  }
 
-    public void setIss(String iss) {
-        this.iss = iss;
-    }
+  public void setIss(String iss) {
+    this.iss = iss;
+  }
 
-    public String getSp() {
-        return sp;
-    }
+  public String getSp() {
+    return sp;
+  }
 
-    public void setSp(String sp) {
-        this.sp = sp;
-    }
+  public void setSp(String sp) {
+    this.sp = sp;
+  }
 
-    public String getVol() {
-        return vol;
-    }
+  public String getVol() {
+    return vol;
+  }
 
-    public void setVol(String vol) {
-        this.vol = vol;
-    }
+  public void setVol(String vol) {
+    this.vol = vol;
+  }
 
-    public String getEdition() {
-        return edition;
-    }
+  public String getEdition() {
+    return edition;
+  }
 
-    public void setEdition(String edition) {
-        this.edition = edition;
-    }
+  public void setEdition(String edition) {
+    this.edition = edition;
+  }
 
-    public String getConferenceplace() {
-        return conferenceplace;
-    }
+  public String getConferenceplace() {
+    return conferenceplace;
+  }
 
-    public void setConferenceplace(String conferenceplace) {
-        this.conferenceplace = conferenceplace;
-    }
+  public void setConferenceplace(String conferenceplace) {
+    this.conferenceplace = conferenceplace;
+  }
 
-    public String getConferencedate() {
-        return conferencedate;
-    }
+  public String getConferencedate() {
+    return conferencedate;
+  }
 
-    public void setConferencedate(String conferencedate) {
-        this.conferencedate = conferencedate;
-    }
+  public void setConferencedate(String conferencedate) {
+    this.conferencedate = conferencedate;
+  }
 
-    public DataInfo getDataInfo() {
-        return dataInfo;
-    }
+  public DataInfo getDataInfo() {
+    return dataInfo;
+  }
 
-    public void setDataInfo(DataInfo dataInfo) {
-        this.dataInfo = dataInfo;
-    }
+  public void setDataInfo(DataInfo dataInfo) {
+    this.dataInfo = dataInfo;
+  }
 
-    @Override
-    public boolean equals(Object o) {
-        if (this == o) return true;
-        if (o == null || getClass() != o.getClass()) return false;
-        Journal journal = (Journal) o;
-        return Objects.equals(name, journal.name)
-                && Objects.equals(issnPrinted, journal.issnPrinted)
-                && Objects.equals(issnOnline, journal.issnOnline)
-                && Objects.equals(issnLinking, journal.issnLinking)
-                && Objects.equals(ep, journal.ep)
-                && Objects.equals(iss, journal.iss)
-                && Objects.equals(sp, journal.sp)
-                && Objects.equals(vol, journal.vol)
-                && Objects.equals(edition, journal.edition)
-                && Objects.equals(conferenceplace, journal.conferenceplace)
-                && Objects.equals(conferencedate, journal.conferencedate)
-                && Objects.equals(dataInfo, journal.dataInfo);
-    }
+  @Override
+  public boolean equals(Object o) {
+    if (this == o) return true;
+    if (o == null || getClass() != o.getClass()) return false;
+    Journal journal = (Journal) o;
+    return Objects.equals(name, journal.name)
+        && Objects.equals(issnPrinted, journal.issnPrinted)
+        && Objects.equals(issnOnline, journal.issnOnline)
+        && Objects.equals(issnLinking, journal.issnLinking)
+        && Objects.equals(ep, journal.ep)
+        && Objects.equals(iss, journal.iss)
+        && Objects.equals(sp, journal.sp)
+        && Objects.equals(vol, journal.vol)
+        && Objects.equals(edition, journal.edition)
+        && Objects.equals(conferenceplace, journal.conferenceplace)
+        && Objects.equals(conferencedate, journal.conferencedate)
+        && Objects.equals(dataInfo, journal.dataInfo);
+  }
 
-    @Override
-    public int hashCode() {
-        return Objects.hash(
-                name,
-                issnPrinted,
-                issnOnline,
-                issnLinking,
-                ep,
-                iss,
-                sp,
-                vol,
-                edition,
-                conferenceplace,
-                conferencedate,
-                dataInfo);
-    }
+  @Override
+  public int hashCode() {
+    return Objects.hash(
+        name,
+        issnPrinted,
+        issnOnline,
+        issnLinking,
+        ep,
+        iss,
+        sp,
+        vol,
+        edition,
+        conferenceplace,
+        conferencedate,
+        dataInfo);
+  }
 }
diff --git a/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/KeyValue.java b/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/KeyValue.java
index 27b2f4a185..31b898788d 100644
--- a/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/KeyValue.java
+++ b/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/KeyValue.java
@@ -6,63 +6,62 @@ import org.apache.commons.lang3.StringUtils;
 
 public class KeyValue implements Serializable {
 
-    private String key;
+  private String key;
 
-    private String value;
+  private String value;
 
-    private DataInfo dataInfo;
+  private DataInfo dataInfo;
 
-    public String getKey() {
-        return key;
-    }
+  public String getKey() {
+    return key;
+  }
 
-    public void setKey(String key) {
-        this.key = key;
-    }
+  public void setKey(String key) {
+    this.key = key;
+  }
 
-    public String getValue() {
-        return value;
-    }
+  public String getValue() {
+    return value;
+  }
 
-    public void setValue(String value) {
-        this.value = value;
-    }
+  public void setValue(String value) {
+    this.value = value;
+  }
 
-    public DataInfo getDataInfo() {
-        return dataInfo;
-    }
+  public DataInfo getDataInfo() {
+    return dataInfo;
+  }
 
-    public void setDataInfo(DataInfo dataInfo) {
-        this.dataInfo = dataInfo;
-    }
+  public void setDataInfo(DataInfo dataInfo) {
+    this.dataInfo = dataInfo;
+  }
 
-    public String toComparableString() {
-        return isBlank()
-                ? ""
-                : String.format(
-                        "%s::%s",
-                        key != null ? key.toLowerCase() : "",
-                        value != null ? value.toLowerCase() : "");
-    }
+  public String toComparableString() {
+    return isBlank()
+        ? ""
+        : String.format(
+            "%s::%s",
+            key != null ? key.toLowerCase() : "", value != null ? value.toLowerCase() : "");
+  }
 
-    @JsonIgnore
-    public boolean isBlank() {
-        return StringUtils.isBlank(key) && StringUtils.isBlank(value);
-    }
+  @JsonIgnore
+  public boolean isBlank() {
+    return StringUtils.isBlank(key) && StringUtils.isBlank(value);
+  }
 
-    @Override
-    public int hashCode() {
-        return toComparableString().hashCode();
-    }
+  @Override
+  public int hashCode() {
+    return toComparableString().hashCode();
+  }
 
-    @Override
-    public boolean equals(Object obj) {
-        if (this == obj) return true;
-        if (obj == null) return false;
-        if (getClass() != obj.getClass()) return false;
+  @Override
+  public boolean equals(Object obj) {
+    if (this == obj) return true;
+    if (obj == null) return false;
+    if (getClass() != obj.getClass()) return false;
 
-        KeyValue other = (KeyValue) obj;
+    KeyValue other = (KeyValue) obj;
 
-        return toComparableString().equals(other.toComparableString());
-    }
+    return toComparableString().equals(other.toComparableString());
+  }
 }
diff --git a/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/OAIProvenance.java b/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/OAIProvenance.java
index d85580a687..5798adae97 100644
--- a/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/OAIProvenance.java
+++ b/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/OAIProvenance.java
@@ -5,26 +5,26 @@ import java.util.Objects;
 
 public class OAIProvenance implements Serializable {
 
-    private OriginDescription originDescription;
+  private OriginDescription originDescription;
 
-    public OriginDescription getOriginDescription() {
-        return originDescription;
-    }
+  public OriginDescription getOriginDescription() {
+    return originDescription;
+  }
 
-    public void setOriginDescription(OriginDescription originDescription) {
-        this.originDescription = originDescription;
-    }
+  public void setOriginDescription(OriginDescription originDescription) {
+    this.originDescription = originDescription;
+  }
 
-    @Override
-    public boolean equals(Object o) {
-        if (this == o) return true;
-        if (o == null || getClass() != o.getClass()) return false;
-        OAIProvenance that = (OAIProvenance) o;
-        return Objects.equals(originDescription, that.originDescription);
-    }
+  @Override
+  public boolean equals(Object o) {
+    if (this == o) return true;
+    if (o == null || getClass() != o.getClass()) return false;
+    OAIProvenance that = (OAIProvenance) o;
+    return Objects.equals(originDescription, that.originDescription);
+  }
 
-    @Override
-    public int hashCode() {
-        return Objects.hash(originDescription);
-    }
+  @Override
+  public int hashCode() {
+    return Objects.hash(originDescription);
+  }
 }
diff --git a/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/Oaf.java b/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/Oaf.java
index 79138d641e..d6561f5cb5 100644
--- a/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/Oaf.java
+++ b/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/Oaf.java
@@ -6,61 +6,60 @@ import java.util.Objects;
 
 public abstract class Oaf implements Serializable {
 
-    protected List<KeyValue> collectedfrom;
+  protected List<KeyValue> collectedfrom;
 
-    private DataInfo dataInfo;
+  private DataInfo dataInfo;
 
-    private Long lastupdatetimestamp;
+  private Long lastupdatetimestamp;
 
-    public List<KeyValue> getCollectedfrom() {
-        return collectedfrom;
-    }
+  public List<KeyValue> getCollectedfrom() {
+    return collectedfrom;
+  }
 
-    public void setCollectedfrom(List<KeyValue> collectedfrom) {
-        this.collectedfrom = collectedfrom;
-    }
+  public void setCollectedfrom(List<KeyValue> collectedfrom) {
+    this.collectedfrom = collectedfrom;
+  }
 
-    public DataInfo getDataInfo() {
-        return dataInfo;
-    }
+  public DataInfo getDataInfo() {
+    return dataInfo;
+  }
 
-    public void setDataInfo(DataInfo dataInfo) {
-        this.dataInfo = dataInfo;
-    }
+  public void setDataInfo(DataInfo dataInfo) {
+    this.dataInfo = dataInfo;
+  }
 
-    public Long getLastupdatetimestamp() {
-        return lastupdatetimestamp;
-    }
+  public Long getLastupdatetimestamp() {
+    return lastupdatetimestamp;
+  }
 
-    public void setLastupdatetimestamp(Long lastupdatetimestamp) {
-        this.lastupdatetimestamp = lastupdatetimestamp;
-    }
+  public void setLastupdatetimestamp(Long lastupdatetimestamp) {
+    this.lastupdatetimestamp = lastupdatetimestamp;
+  }
 
-    public void mergeOAFDataInfo(Oaf e) {
-        if (e.getDataInfo() != null && compareTrust(this, e) < 0) dataInfo = e.getDataInfo();
-    }
+  public void mergeOAFDataInfo(Oaf e) {
+    if (e.getDataInfo() != null && compareTrust(this, e) < 0) dataInfo = e.getDataInfo();
+  }
 
-    protected String extractTrust(Oaf e) {
-        if (e == null || e.getDataInfo() == null || e.getDataInfo().getTrust() == null)
-            return "0.0";
-        return e.getDataInfo().getTrust();
-    }
+  protected String extractTrust(Oaf e) {
+    if (e == null || e.getDataInfo() == null || e.getDataInfo().getTrust() == null) return "0.0";
+    return e.getDataInfo().getTrust();
+  }
 
-    protected int compareTrust(Oaf a, Oaf b) {
-        return extractTrust(a).compareTo(extractTrust(b));
-    }
+  protected int compareTrust(Oaf a, Oaf b) {
+    return extractTrust(a).compareTo(extractTrust(b));
+  }
 
-    @Override
-    public boolean equals(Object o) {
-        if (this == o) return true;
-        if (o == null || getClass() != o.getClass()) return false;
-        Oaf oaf = (Oaf) o;
-        return Objects.equals(dataInfo, oaf.dataInfo)
-                && Objects.equals(lastupdatetimestamp, oaf.lastupdatetimestamp);
-    }
+  @Override
+  public boolean equals(Object o) {
+    if (this == o) return true;
+    if (o == null || getClass() != o.getClass()) return false;
+    Oaf oaf = (Oaf) o;
+    return Objects.equals(dataInfo, oaf.dataInfo)
+        && Objects.equals(lastupdatetimestamp, oaf.lastupdatetimestamp);
+  }
 
-    @Override
-    public int hashCode() {
-        return Objects.hash(dataInfo, lastupdatetimestamp);
-    }
+  @Override
+  public int hashCode() {
+    return Objects.hash(dataInfo, lastupdatetimestamp);
+  }
 }
diff --git a/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/OafEntity.java b/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/OafEntity.java
index 6db3b7f745..fbc73bb0ad 100644
--- a/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/OafEntity.java
+++ b/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/OafEntity.java
@@ -6,134 +6,118 @@ import java.util.stream.Collectors;
 
 public abstract class OafEntity extends Oaf implements Serializable {
 
-    private String id;
+  private String id;
 
-    private List<String> originalId;
+  private List<String> originalId;
 
-    private List<StructuredProperty> pid;
+  private List<StructuredProperty> pid;
 
-    private String dateofcollection;
+  private String dateofcollection;
 
-    private String dateoftransformation;
+  private String dateoftransformation;
 
-    private List<ExtraInfo> extraInfo;
+  private List<ExtraInfo> extraInfo;
 
-    private OAIProvenance oaiprovenance;
+  private OAIProvenance oaiprovenance;
 
-    public String getId() {
-        return id;
-    }
+  public String getId() {
+    return id;
+  }
 
-    public void setId(String id) {
-        this.id = id;
-    }
+  public void setId(String id) {
+    this.id = id;
+  }
 
-    public List<String> getOriginalId() {
-        return originalId;
-    }
+  public List<String> getOriginalId() {
+    return originalId;
+  }
 
-    public void setOriginalId(List<String> originalId) {
-        this.originalId = originalId;
-    }
+  public void setOriginalId(List<String> originalId) {
+    this.originalId = originalId;
+  }
 
-    public List<StructuredProperty> getPid() {
-        return pid;
-    }
+  public List<StructuredProperty> getPid() {
+    return pid;
+  }
 
-    public void setPid(List<StructuredProperty> pid) {
-        this.pid = pid;
-    }
+  public void setPid(List<StructuredProperty> pid) {
+    this.pid = pid;
+  }
 
-    public String getDateofcollection() {
-        return dateofcollection;
-    }
+  public String getDateofcollection() {
+    return dateofcollection;
+  }
 
-    public void setDateofcollection(String dateofcollection) {
-        this.dateofcollection = dateofcollection;
-    }
+  public void setDateofcollection(String dateofcollection) {
+    this.dateofcollection = dateofcollection;
+  }
 
-    public String getDateoftransformation() {
-        return dateoftransformation;
-    }
+  public String getDateoftransformation() {
+    return dateoftransformation;
+  }
 
-    public void setDateoftransformation(String dateoftransformation) {
-        this.dateoftransformation = dateoftransformation;
-    }
+  public void setDateoftransformation(String dateoftransformation) {
+    this.dateoftransformation = dateoftransformation;
+  }
 
-    public List<ExtraInfo> getExtraInfo() {
-        return extraInfo;
-    }
+  public List<ExtraInfo> getExtraInfo() {
+    return extraInfo;
+  }
 
-    public void setExtraInfo(List<ExtraInfo> extraInfo) {
-        this.extraInfo = extraInfo;
-    }
+  public void setExtraInfo(List<ExtraInfo> extraInfo) {
+    this.extraInfo = extraInfo;
+  }
 
-    public OAIProvenance getOaiprovenance() {
-        return oaiprovenance;
-    }
+  public OAIProvenance getOaiprovenance() {
+    return oaiprovenance;
+  }
 
-    public void setOaiprovenance(OAIProvenance oaiprovenance) {
-        this.oaiprovenance = oaiprovenance;
-    }
+  public void setOaiprovenance(OAIProvenance oaiprovenance) {
+    this.oaiprovenance = oaiprovenance;
+  }
 
-    public void mergeFrom(OafEntity e) {
+  public void mergeFrom(OafEntity e) {
 
-        if (e == null) return;
+    if (e == null) return;
 
-        originalId = mergeLists(originalId, e.getOriginalId());
+    originalId = mergeLists(originalId, e.getOriginalId());
 
-        collectedfrom = mergeLists(collectedfrom, e.getCollectedfrom());
+    collectedfrom = mergeLists(collectedfrom, e.getCollectedfrom());
 
-        pid = mergeLists(pid, e.getPid());
+    pid = mergeLists(pid, e.getPid());
 
-        if (e.getDateofcollection() != null && compareTrust(this, e) < 0)
-            dateofcollection = e.getDateofcollection();
+    if (e.getDateofcollection() != null && compareTrust(this, e) < 0)
+      dateofcollection = e.getDateofcollection();
 
-        if (e.getDateoftransformation() != null && compareTrust(this, e) < 0)
-            dateoftransformation = e.getDateoftransformation();
+    if (e.getDateoftransformation() != null && compareTrust(this, e) < 0)
+      dateoftransformation = e.getDateoftransformation();
 
-        extraInfo = mergeLists(extraInfo, e.getExtraInfo());
+    extraInfo = mergeLists(extraInfo, e.getExtraInfo());
 
-        if (e.getOaiprovenance() != null && compareTrust(this, e) < 0)
-            oaiprovenance = e.getOaiprovenance();
-    }
+    if (e.getOaiprovenance() != null && compareTrust(this, e) < 0)
+      oaiprovenance = e.getOaiprovenance();
+  }
 
-    protected <T> List<T> mergeLists(final List<T>... lists) {
+  protected <T> List<T> mergeLists(final List<T>... lists) {
 
-        return Arrays.stream(lists)
-                .filter(Objects::nonNull)
-                .flatMap(List::stream)
-                .distinct()
-                .collect(Collectors.toList());
-    }
+    return Arrays.stream(lists)
+        .filter(Objects::nonNull)
+        .flatMap(List::stream)
+        .distinct()
+        .collect(Collectors.toList());
+  }
 
-    @Override
-    public boolean equals(Object o) {
-        if (this == o) return true;
-        if (o == null || getClass() != o.getClass()) return false;
-        if (!super.equals(o)) return false;
-        OafEntity oafEntity = (OafEntity) o;
-        return Objects.equals(id, oafEntity.id)
-                && Objects.equals(originalId, oafEntity.originalId)
-                && Objects.equals(collectedfrom, oafEntity.collectedfrom)
-                && Objects.equals(pid, oafEntity.pid)
-                && Objects.equals(dateofcollection, oafEntity.dateofcollection)
-                && Objects.equals(dateoftransformation, oafEntity.dateoftransformation)
-                && Objects.equals(extraInfo, oafEntity.extraInfo)
-                && Objects.equals(oaiprovenance, oafEntity.oaiprovenance);
-    }
+  @Override
+  public boolean equals(Object o) {
+    if (this == o) return true;
+    if (o == null || getClass() != o.getClass()) return false;
+    if (!super.equals(o)) return false;
+    OafEntity oafEntity = (OafEntity) o;
+    return Objects.equals(id, oafEntity.id);
+  }
 
-    @Override
-    public int hashCode() {
-        return Objects.hash(
-                super.hashCode(),
-                id,
-                originalId,
-                collectedfrom,
-                pid,
-                dateofcollection,
-                dateoftransformation,
-                extraInfo,
-                oaiprovenance);
-    }
+  @Override
+  public int hashCode() {
+    return Objects.hash(super.hashCode(), id);
+  }
 }
diff --git a/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/Organization.java b/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/Organization.java
index 7352b4847a..4339ff5b4d 100644
--- a/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/Organization.java
+++ b/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/Organization.java
@@ -2,283 +2,224 @@ package eu.dnetlib.dhp.schema.oaf;
 
 import java.io.Serializable;
 import java.util.List;
-import java.util.Objects;
 
 public class Organization extends OafEntity implements Serializable {
 
-    private Field<String> legalshortname;
+  private Field<String> legalshortname;
 
-    private Field<String> legalname;
+  private Field<String> legalname;
 
-    private List<Field<String>> alternativeNames;
+  private List<Field<String>> alternativeNames;
 
-    private Field<String> websiteurl;
+  private Field<String> websiteurl;
 
-    private Field<String> logourl;
+  private Field<String> logourl;
 
-    private Field<String> eclegalbody;
+  private Field<String> eclegalbody;
 
-    private Field<String> eclegalperson;
+  private Field<String> eclegalperson;
 
-    private Field<String> ecnonprofit;
+  private Field<String> ecnonprofit;
 
-    private Field<String> ecresearchorganization;
+  private Field<String> ecresearchorganization;
 
-    private Field<String> echighereducation;
+  private Field<String> echighereducation;
 
-    private Field<String> ecinternationalorganizationeurinterests;
+  private Field<String> ecinternationalorganizationeurinterests;
 
-    private Field<String> ecinternationalorganization;
+  private Field<String> ecinternationalorganization;
 
-    private Field<String> ecenterprise;
+  private Field<String> ecenterprise;
 
-    private Field<String> ecsmevalidated;
+  private Field<String> ecsmevalidated;
 
-    private Field<String> ecnutscode;
+  private Field<String> ecnutscode;
 
-    private Qualifier country;
+  private Qualifier country;
 
-    public Field<String> getLegalshortname() {
-        return legalshortname;
+  public Field<String> getLegalshortname() {
+    return legalshortname;
+  }
+
+  public void setLegalshortname(Field<String> legalshortname) {
+    this.legalshortname = legalshortname;
+  }
+
+  public Field<String> getLegalname() {
+    return legalname;
+  }
+
+  public void setLegalname(Field<String> legalname) {
+    this.legalname = legalname;
+  }
+
+  public List<Field<String>> getAlternativeNames() {
+    return alternativeNames;
+  }
+
+  public void setAlternativeNames(List<Field<String>> alternativeNames) {
+    this.alternativeNames = alternativeNames;
+  }
+
+  public Field<String> getWebsiteurl() {
+    return websiteurl;
+  }
+
+  public void setWebsiteurl(Field<String> websiteurl) {
+    this.websiteurl = websiteurl;
+  }
+
+  public Field<String> getLogourl() {
+    return logourl;
+  }
+
+  public void setLogourl(Field<String> logourl) {
+    this.logourl = logourl;
+  }
+
+  public Field<String> getEclegalbody() {
+    return eclegalbody;
+  }
+
+  public void setEclegalbody(Field<String> eclegalbody) {
+    this.eclegalbody = eclegalbody;
+  }
+
+  public Field<String> getEclegalperson() {
+    return eclegalperson;
+  }
+
+  public void setEclegalperson(Field<String> eclegalperson) {
+    this.eclegalperson = eclegalperson;
+  }
+
+  public Field<String> getEcnonprofit() {
+    return ecnonprofit;
+  }
+
+  public void setEcnonprofit(Field<String> ecnonprofit) {
+    this.ecnonprofit = ecnonprofit;
+  }
+
+  public Field<String> getEcresearchorganization() {
+    return ecresearchorganization;
+  }
+
+  public void setEcresearchorganization(Field<String> ecresearchorganization) {
+    this.ecresearchorganization = ecresearchorganization;
+  }
+
+  public Field<String> getEchighereducation() {
+    return echighereducation;
+  }
+
+  public void setEchighereducation(Field<String> echighereducation) {
+    this.echighereducation = echighereducation;
+  }
+
+  public Field<String> getEcinternationalorganizationeurinterests() {
+    return ecinternationalorganizationeurinterests;
+  }
+
+  public void setEcinternationalorganizationeurinterests(
+      Field<String> ecinternationalorganizationeurinterests) {
+    this.ecinternationalorganizationeurinterests = ecinternationalorganizationeurinterests;
+  }
+
+  public Field<String> getEcinternationalorganization() {
+    return ecinternationalorganization;
+  }
+
+  public void setEcinternationalorganization(Field<String> ecinternationalorganization) {
+    this.ecinternationalorganization = ecinternationalorganization;
+  }
+
+  public Field<String> getEcenterprise() {
+    return ecenterprise;
+  }
+
+  public void setEcenterprise(Field<String> ecenterprise) {
+    this.ecenterprise = ecenterprise;
+  }
+
+  public Field<String> getEcsmevalidated() {
+    return ecsmevalidated;
+  }
+
+  public void setEcsmevalidated(Field<String> ecsmevalidated) {
+    this.ecsmevalidated = ecsmevalidated;
+  }
+
+  public Field<String> getEcnutscode() {
+    return ecnutscode;
+  }
+
+  public void setEcnutscode(Field<String> ecnutscode) {
+    this.ecnutscode = ecnutscode;
+  }
+
+  public Qualifier getCountry() {
+    return country;
+  }
+
+  public void setCountry(Qualifier country) {
+    this.country = country;
+  }
+
+  @Override
+  public void mergeFrom(OafEntity e) {
+    super.mergeFrom(e);
+
+    if (!Organization.class.isAssignableFrom(e.getClass())) {
+      return;
     }
 
-    public void setLegalshortname(Field<String> legalshortname) {
-        this.legalshortname = legalshortname;
-    }
-
-    public Field<String> getLegalname() {
-        return legalname;
-    }
-
-    public void setLegalname(Field<String> legalname) {
-        this.legalname = legalname;
-    }
-
-    public List<Field<String>> getAlternativeNames() {
-        return alternativeNames;
-    }
-
-    public void setAlternativeNames(List<Field<String>> alternativeNames) {
-        this.alternativeNames = alternativeNames;
-    }
-
-    public Field<String> getWebsiteurl() {
-        return websiteurl;
-    }
-
-    public void setWebsiteurl(Field<String> websiteurl) {
-        this.websiteurl = websiteurl;
-    }
-
-    public Field<String> getLogourl() {
-        return logourl;
-    }
-
-    public void setLogourl(Field<String> logourl) {
-        this.logourl = logourl;
-    }
-
-    public Field<String> getEclegalbody() {
-        return eclegalbody;
-    }
-
-    public void setEclegalbody(Field<String> eclegalbody) {
-        this.eclegalbody = eclegalbody;
-    }
-
-    public Field<String> getEclegalperson() {
-        return eclegalperson;
-    }
-
-    public void setEclegalperson(Field<String> eclegalperson) {
-        this.eclegalperson = eclegalperson;
-    }
-
-    public Field<String> getEcnonprofit() {
-        return ecnonprofit;
-    }
-
-    public void setEcnonprofit(Field<String> ecnonprofit) {
-        this.ecnonprofit = ecnonprofit;
-    }
-
-    public Field<String> getEcresearchorganization() {
-        return ecresearchorganization;
-    }
-
-    public void setEcresearchorganization(Field<String> ecresearchorganization) {
-        this.ecresearchorganization = ecresearchorganization;
-    }
-
-    public Field<String> getEchighereducation() {
-        return echighereducation;
-    }
-
-    public void setEchighereducation(Field<String> echighereducation) {
-        this.echighereducation = echighereducation;
-    }
-
-    public Field<String> getEcinternationalorganizationeurinterests() {
-        return ecinternationalorganizationeurinterests;
-    }
-
-    public void setEcinternationalorganizationeurinterests(
-            Field<String> ecinternationalorganizationeurinterests) {
-        this.ecinternationalorganizationeurinterests = ecinternationalorganizationeurinterests;
-    }
-
-    public Field<String> getEcinternationalorganization() {
-        return ecinternationalorganization;
-    }
-
-    public void setEcinternationalorganization(Field<String> ecinternationalorganization) {
-        this.ecinternationalorganization = ecinternationalorganization;
-    }
-
-    public Field<String> getEcenterprise() {
-        return ecenterprise;
-    }
-
-    public void setEcenterprise(Field<String> ecenterprise) {
-        this.ecenterprise = ecenterprise;
-    }
-
-    public Field<String> getEcsmevalidated() {
-        return ecsmevalidated;
-    }
-
-    public void setEcsmevalidated(Field<String> ecsmevalidated) {
-        this.ecsmevalidated = ecsmevalidated;
-    }
-
-    public Field<String> getEcnutscode() {
-        return ecnutscode;
-    }
-
-    public void setEcnutscode(Field<String> ecnutscode) {
-        this.ecnutscode = ecnutscode;
-    }
-
-    public Qualifier getCountry() {
-        return country;
-    }
-
-    public void setCountry(Qualifier country) {
-        this.country = country;
-    }
-
-    @Override
-    public void mergeFrom(OafEntity e) {
-        super.mergeFrom(e);
-
-        if (!Organization.class.isAssignableFrom(e.getClass())) {
-            return;
-        }
-
-        final Organization o = (Organization) e;
-        legalshortname =
-                o.getLegalshortname() != null && compareTrust(this, e) < 0
-                        ? o.getLegalshortname()
-                        : legalshortname;
-        legalname =
-                o.getLegalname() != null && compareTrust(this, e) < 0
-                        ? o.getLegalname()
-                        : legalname;
-        alternativeNames = mergeLists(o.getAlternativeNames(), alternativeNames);
-        websiteurl =
-                o.getWebsiteurl() != null && compareTrust(this, e) < 0
-                        ? o.getWebsiteurl()
-                        : websiteurl;
-        logourl = o.getLogourl() != null && compareTrust(this, e) < 0 ? o.getLogourl() : logourl;
-        eclegalbody =
-                o.getEclegalbody() != null && compareTrust(this, e) < 0
-                        ? o.getEclegalbody()
-                        : eclegalbody;
-        eclegalperson =
-                o.getEclegalperson() != null && compareTrust(this, e) < 0
-                        ? o.getEclegalperson()
-                        : eclegalperson;
-        ecnonprofit =
-                o.getEcnonprofit() != null && compareTrust(this, e) < 0
-                        ? o.getEcnonprofit()
-                        : ecnonprofit;
-        ecresearchorganization =
-                o.getEcresearchorganization() != null && compareTrust(this, e) < 0
-                        ? o.getEcresearchorganization()
-                        : ecresearchorganization;
-        echighereducation =
-                o.getEchighereducation() != null && compareTrust(this, e) < 0
-                        ? o.getEchighereducation()
-                        : echighereducation;
-        ecinternationalorganizationeurinterests =
-                o.getEcinternationalorganizationeurinterests() != null && compareTrust(this, e) < 0
-                        ? o.getEcinternationalorganizationeurinterests()
-                        : ecinternationalorganizationeurinterests;
-        ecinternationalorganization =
-                o.getEcinternationalorganization() != null && compareTrust(this, e) < 0
-                        ? o.getEcinternationalorganization()
-                        : ecinternationalorganization;
-        ecenterprise =
-                o.getEcenterprise() != null && compareTrust(this, e) < 0
-                        ? o.getEcenterprise()
-                        : ecenterprise;
-        ecsmevalidated =
-                o.getEcsmevalidated() != null && compareTrust(this, e) < 0
-                        ? o.getEcsmevalidated()
-                        : ecsmevalidated;
-        ecnutscode =
-                o.getEcnutscode() != null && compareTrust(this, e) < 0
-                        ? o.getEcnutscode()
-                        : ecnutscode;
-        country = o.getCountry() != null && compareTrust(this, e) < 0 ? o.getCountry() : country;
-        mergeOAFDataInfo(o);
-    }
-
-    @Override
-    public boolean equals(Object o) {
-        if (this == o) return true;
-        if (o == null || getClass() != o.getClass()) return false;
-        if (!super.equals(o)) return false;
-        Organization that = (Organization) o;
-        return Objects.equals(legalshortname, that.legalshortname)
-                && Objects.equals(legalname, that.legalname)
-                && Objects.equals(alternativeNames, that.alternativeNames)
-                && Objects.equals(websiteurl, that.websiteurl)
-                && Objects.equals(logourl, that.logourl)
-                && Objects.equals(eclegalbody, that.eclegalbody)
-                && Objects.equals(eclegalperson, that.eclegalperson)
-                && Objects.equals(ecnonprofit, that.ecnonprofit)
-                && Objects.equals(ecresearchorganization, that.ecresearchorganization)
-                && Objects.equals(echighereducation, that.echighereducation)
-                && Objects.equals(
-                        ecinternationalorganizationeurinterests,
-                        that.ecinternationalorganizationeurinterests)
-                && Objects.equals(ecinternationalorganization, that.ecinternationalorganization)
-                && Objects.equals(ecenterprise, that.ecenterprise)
-                && Objects.equals(ecsmevalidated, that.ecsmevalidated)
-                && Objects.equals(ecnutscode, that.ecnutscode)
-                && Objects.equals(country, that.country);
-    }
-
-    @Override
-    public int hashCode() {
-        return Objects.hash(
-                super.hashCode(),
-                legalshortname,
-                legalname,
-                alternativeNames,
-                websiteurl,
-                logourl,
-                eclegalbody,
-                eclegalperson,
-                ecnonprofit,
-                ecresearchorganization,
-                echighereducation,
-                ecinternationalorganizationeurinterests,
-                ecinternationalorganization,
-                ecenterprise,
-                ecsmevalidated,
-                ecnutscode,
-                country);
-    }
+    final Organization o = (Organization) e;
+    legalshortname =
+        o.getLegalshortname() != null && compareTrust(this, e) < 0
+            ? o.getLegalshortname()
+            : legalshortname;
+    legalname =
+        o.getLegalname() != null && compareTrust(this, e) < 0 ? o.getLegalname() : legalname;
+    alternativeNames = mergeLists(o.getAlternativeNames(), alternativeNames);
+    websiteurl =
+        o.getWebsiteurl() != null && compareTrust(this, e) < 0 ? o.getWebsiteurl() : websiteurl;
+    logourl = o.getLogourl() != null && compareTrust(this, e) < 0 ? o.getLogourl() : logourl;
+    eclegalbody =
+        o.getEclegalbody() != null && compareTrust(this, e) < 0 ? o.getEclegalbody() : eclegalbody;
+    eclegalperson =
+        o.getEclegalperson() != null && compareTrust(this, e) < 0
+            ? o.getEclegalperson()
+            : eclegalperson;
+    ecnonprofit =
+        o.getEcnonprofit() != null && compareTrust(this, e) < 0 ? o.getEcnonprofit() : ecnonprofit;
+    ecresearchorganization =
+        o.getEcresearchorganization() != null && compareTrust(this, e) < 0
+            ? o.getEcresearchorganization()
+            : ecresearchorganization;
+    echighereducation =
+        o.getEchighereducation() != null && compareTrust(this, e) < 0
+            ? o.getEchighereducation()
+            : echighereducation;
+    ecinternationalorganizationeurinterests =
+        o.getEcinternationalorganizationeurinterests() != null && compareTrust(this, e) < 0
+            ? o.getEcinternationalorganizationeurinterests()
+            : ecinternationalorganizationeurinterests;
+    ecinternationalorganization =
+        o.getEcinternationalorganization() != null && compareTrust(this, e) < 0
+            ? o.getEcinternationalorganization()
+            : ecinternationalorganization;
+    ecenterprise =
+        o.getEcenterprise() != null && compareTrust(this, e) < 0
+            ? o.getEcenterprise()
+            : ecenterprise;
+    ecsmevalidated =
+        o.getEcsmevalidated() != null && compareTrust(this, e) < 0
+            ? o.getEcsmevalidated()
+            : ecsmevalidated;
+    ecnutscode =
+        o.getEcnutscode() != null && compareTrust(this, e) < 0 ? o.getEcnutscode() : ecnutscode;
+    country = o.getCountry() != null && compareTrust(this, e) < 0 ? o.getCountry() : country;
+    mergeOAFDataInfo(o);
+  }
 }
diff --git a/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/OriginDescription.java b/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/OriginDescription.java
index 6574ddf4ef..5bdabb5589 100644
--- a/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/OriginDescription.java
+++ b/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/OriginDescription.java
@@ -5,82 +5,81 @@ import java.util.Objects;
 
 public class OriginDescription implements Serializable {
 
-    private String harvestDate;
+  private String harvestDate;
 
-    private Boolean altered = true;
+  private Boolean altered = true;
 
-    private String baseURL;
+  private String baseURL;
 
-    private String identifier;
+  private String identifier;
 
-    private String datestamp;
+  private String datestamp;
 
-    private String metadataNamespace;
+  private String metadataNamespace;
 
-    public String getHarvestDate() {
-        return harvestDate;
-    }
+  public String getHarvestDate() {
+    return harvestDate;
+  }
 
-    public void setHarvestDate(String harvestDate) {
-        this.harvestDate = harvestDate;
-    }
+  public void setHarvestDate(String harvestDate) {
+    this.harvestDate = harvestDate;
+  }
 
-    public Boolean getAltered() {
-        return altered;
-    }
+  public Boolean getAltered() {
+    return altered;
+  }
 
-    public void setAltered(Boolean altered) {
-        this.altered = altered;
-    }
+  public void setAltered(Boolean altered) {
+    this.altered = altered;
+  }
 
-    public String getBaseURL() {
-        return baseURL;
-    }
+  public String getBaseURL() {
+    return baseURL;
+  }
 
-    public void setBaseURL(String baseURL) {
-        this.baseURL = baseURL;
-    }
+  public void setBaseURL(String baseURL) {
+    this.baseURL = baseURL;
+  }
 
-    public String getIdentifier() {
-        return identifier;
-    }
+  public String getIdentifier() {
+    return identifier;
+  }
 
-    public void setIdentifier(String identifier) {
-        this.identifier = identifier;
-    }
+  public void setIdentifier(String identifier) {
+    this.identifier = identifier;
+  }
 
-    public String getDatestamp() {
-        return datestamp;
-    }
+  public String getDatestamp() {
+    return datestamp;
+  }
 
-    public void setDatestamp(String datestamp) {
-        this.datestamp = datestamp;
-    }
+  public void setDatestamp(String datestamp) {
+    this.datestamp = datestamp;
+  }
 
-    public String getMetadataNamespace() {
-        return metadataNamespace;
-    }
+  public String getMetadataNamespace() {
+    return metadataNamespace;
+  }
 
-    public void setMetadataNamespace(String metadataNamespace) {
-        this.metadataNamespace = metadataNamespace;
-    }
+  public void setMetadataNamespace(String metadataNamespace) {
+    this.metadataNamespace = metadataNamespace;
+  }
 
-    @Override
-    public boolean equals(Object o) {
-        if (this == o) return true;
-        if (o == null || getClass() != o.getClass()) return false;
-        OriginDescription that = (OriginDescription) o;
-        return Objects.equals(harvestDate, that.harvestDate)
-                && Objects.equals(altered, that.altered)
-                && Objects.equals(baseURL, that.baseURL)
-                && Objects.equals(identifier, that.identifier)
-                && Objects.equals(datestamp, that.datestamp)
-                && Objects.equals(metadataNamespace, that.metadataNamespace);
-    }
+  @Override
+  public boolean equals(Object o) {
+    if (this == o) return true;
+    if (o == null || getClass() != o.getClass()) return false;
+    OriginDescription that = (OriginDescription) o;
+    return Objects.equals(harvestDate, that.harvestDate)
+        && Objects.equals(altered, that.altered)
+        && Objects.equals(baseURL, that.baseURL)
+        && Objects.equals(identifier, that.identifier)
+        && Objects.equals(datestamp, that.datestamp)
+        && Objects.equals(metadataNamespace, that.metadataNamespace);
+  }
 
-    @Override
-    public int hashCode() {
-        return Objects.hash(
-                harvestDate, altered, baseURL, identifier, datestamp, metadataNamespace);
-    }
+  @Override
+  public int hashCode() {
+    return Objects.hash(harvestDate, altered, baseURL, identifier, datestamp, metadataNamespace);
+  }
 }
diff --git a/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/OtherResearchProduct.java b/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/OtherResearchProduct.java
index 00b24a3740..6cd803ec55 100644
--- a/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/OtherResearchProduct.java
+++ b/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/OtherResearchProduct.java
@@ -1,70 +1,58 @@
 package eu.dnetlib.dhp.schema.oaf;
 
+import eu.dnetlib.dhp.schema.common.ModelConstants;
 import java.io.Serializable;
 import java.util.List;
-import java.util.Objects;
 
 public class OtherResearchProduct extends Result implements Serializable {
 
-    private List<Field<String>> contactperson;
+  private List<Field<String>> contactperson;
 
-    private List<Field<String>> contactgroup;
+  private List<Field<String>> contactgroup;
 
-    private List<Field<String>> tool;
+  private List<Field<String>> tool;
 
-    public List<Field<String>> getContactperson() {
-        return contactperson;
+  public OtherResearchProduct() {
+    setResulttype(ModelConstants.ORP_DEFAULT_RESULTTYPE);
+  }
+
+  public List<Field<String>> getContactperson() {
+    return contactperson;
+  }
+
+  public void setContactperson(List<Field<String>> contactperson) {
+    this.contactperson = contactperson;
+  }
+
+  public List<Field<String>> getContactgroup() {
+    return contactgroup;
+  }
+
+  public void setContactgroup(List<Field<String>> contactgroup) {
+    this.contactgroup = contactgroup;
+  }
+
+  public List<Field<String>> getTool() {
+    return tool;
+  }
+
+  public void setTool(List<Field<String>> tool) {
+    this.tool = tool;
+  }
+
+  @Override
+  public void mergeFrom(OafEntity e) {
+    super.mergeFrom(e);
+
+    if (!OtherResearchProduct.class.isAssignableFrom(e.getClass())) {
+      return;
     }
 
-    public void setContactperson(List<Field<String>> contactperson) {
-        this.contactperson = contactperson;
-    }
+    OtherResearchProduct o = (OtherResearchProduct) e;
 
-    public List<Field<String>> getContactgroup() {
-        return contactgroup;
-    }
-
-    public void setContactgroup(List<Field<String>> contactgroup) {
-        this.contactgroup = contactgroup;
-    }
-
-    public List<Field<String>> getTool() {
-        return tool;
-    }
-
-    public void setTool(List<Field<String>> tool) {
-        this.tool = tool;
-    }
-
-    @Override
-    public void mergeFrom(OafEntity e) {
-        super.mergeFrom(e);
-
-        if (!OtherResearchProduct.class.isAssignableFrom(e.getClass())) {
-            return;
-        }
-
-        OtherResearchProduct o = (OtherResearchProduct) e;
-
-        contactperson = mergeLists(contactperson, o.getContactperson());
-        contactgroup = mergeLists(contactgroup, o.getContactgroup());
-        tool = mergeLists(tool, o.getTool());
-        mergeOAFDataInfo(e);
-    }
-
-    @Override
-    public boolean equals(Object o) {
-        if (this == o) return true;
-        if (o == null || getClass() != o.getClass()) return false;
-        if (!super.equals(o)) return false;
-        OtherResearchProduct that = (OtherResearchProduct) o;
-        return Objects.equals(contactperson, that.contactperson)
-                && Objects.equals(contactgroup, that.contactgroup)
-                && Objects.equals(tool, that.tool);
-    }
-
-    @Override
-    public int hashCode() {
-        return Objects.hash(super.hashCode(), contactperson, contactgroup, tool);
-    }
+    contactperson = mergeLists(contactperson, o.getContactperson());
+    contactgroup = mergeLists(contactgroup, o.getContactgroup());
+    tool = mergeLists(tool, o.getTool());
+    mergeOAFDataInfo(e);
+  }
 }
diff --git a/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/Project.java b/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/Project.java
index 7ed816fbe3..2187a88280 100644
--- a/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/Project.java
+++ b/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/Project.java
@@ -2,420 +2,338 @@ package eu.dnetlib.dhp.schema.oaf;
 
 import java.io.Serializable;
 import java.util.List;
-import java.util.Objects;
 
 public class Project extends OafEntity implements Serializable {
 
-    private Field<String> websiteurl;
+  private Field<String> websiteurl;
 
-    private Field<String> code;
+  private Field<String> code;
 
-    private Field<String> acronym;
+  private Field<String> acronym;
 
-    private Field<String> title;
+  private Field<String> title;
 
-    private Field<String> startdate;
+  private Field<String> startdate;
 
-    private Field<String> enddate;
+  private Field<String> enddate;
 
-    private Field<String> callidentifier;
+  private Field<String> callidentifier;
 
-    private Field<String> keywords;
+  private Field<String> keywords;
 
-    private Field<String> duration;
+  private Field<String> duration;
 
-    private Field<String> ecsc39;
+  private Field<String> ecsc39;
 
-    private Field<String> oamandatepublications;
+  private Field<String> oamandatepublications;
 
-    private Field<String> ecarticle29_3;
+  private Field<String> ecarticle29_3;
 
-    private List<StructuredProperty> subjects;
+  private List<StructuredProperty> subjects;
 
-    private List<Field<String>> fundingtree;
+  private List<Field<String>> fundingtree;
 
-    private Qualifier contracttype;
+  private Qualifier contracttype;
 
-    private Field<String> optional1;
+  private Field<String> optional1;
 
-    private Field<String> optional2;
+  private Field<String> optional2;
 
-    private Field<String> jsonextrainfo;
+  private Field<String> jsonextrainfo;
 
-    private Field<String> contactfullname;
+  private Field<String> contactfullname;
 
-    private Field<String> contactfax;
+  private Field<String> contactfax;
 
-    private Field<String> contactphone;
+  private Field<String> contactphone;
 
-    private Field<String> contactemail;
+  private Field<String> contactemail;
 
-    private Field<String> summary;
+  private Field<String> summary;
 
-    private Field<String> currency;
+  private Field<String> currency;
 
-    private Float totalcost;
+  private Float totalcost;
 
-    private Float fundedamount;
+  private Float fundedamount;
 
-    public Field<String> getWebsiteurl() {
-        return websiteurl;
+  public Field<String> getWebsiteurl() {
+    return websiteurl;
+  }
+
+  public void setWebsiteurl(Field<String> websiteurl) {
+    this.websiteurl = websiteurl;
+  }
+
+  public Field<String> getCode() {
+    return code;
+  }
+
+  public void setCode(Field<String> code) {
+    this.code = code;
+  }
+
+  public Field<String> getAcronym() {
+    return acronym;
+  }
+
+  public void setAcronym(Field<String> acronym) {
+    this.acronym = acronym;
+  }
+
+  public Field<String> getTitle() {
+    return title;
+  }
+
+  public void setTitle(Field<String> title) {
+    this.title = title;
+  }
+
+  public Field<String> getStartdate() {
+    return startdate;
+  }
+
+  public void setStartdate(Field<String> startdate) {
+    this.startdate = startdate;
+  }
+
+  public Field<String> getEnddate() {
+    return enddate;
+  }
+
+  public void setEnddate(Field<String> enddate) {
+    this.enddate = enddate;
+  }
+
+  public Field<String> getCallidentifier() {
+    return callidentifier;
+  }
+
+  public void setCallidentifier(Field<String> callidentifier) {
+    this.callidentifier = callidentifier;
+  }
+
+  public Field<String> getKeywords() {
+    return keywords;
+  }
+
+  public void setKeywords(Field<String> keywords) {
+    this.keywords = keywords;
+  }
+
+  public Field<String> getDuration() {
+    return duration;
+  }
+
+  public void setDuration(Field<String> duration) {
+    this.duration = duration;
+  }
+
+  public Field<String> getEcsc39() {
+    return ecsc39;
+  }
+
+  public void setEcsc39(Field<String> ecsc39) {
+    this.ecsc39 = ecsc39;
+  }
+
+  public Field<String> getOamandatepublications() {
+    return oamandatepublications;
+  }
+
+  public void setOamandatepublications(Field<String> oamandatepublications) {
+    this.oamandatepublications = oamandatepublications;
+  }
+
+  public Field<String> getEcarticle29_3() {
+    return ecarticle29_3;
+  }
+
+  public void setEcarticle29_3(Field<String> ecarticle29_3) {
+    this.ecarticle29_3 = ecarticle29_3;
+  }
+
+  public List<StructuredProperty> getSubjects() {
+    return subjects;
+  }
+
+  public void setSubjects(List<StructuredProperty> subjects) {
+    this.subjects = subjects;
+  }
+
+  public List<Field<String>> getFundingtree() {
+    return fundingtree;
+  }
+
+  public void setFundingtree(List<Field<String>> fundingtree) {
+    this.fundingtree = fundingtree;
+  }
+
+  public Qualifier getContracttype() {
+    return contracttype;
+  }
+
+  public void setContracttype(Qualifier contracttype) {
+    this.contracttype = contracttype;
+  }
+
+  public Field<String> getOptional1() {
+    return optional1;
+  }
+
+  public void setOptional1(Field<String> optional1) {
+    this.optional1 = optional1;
+  }
+
+  public Field<String> getOptional2() {
+    return optional2;
+  }
+
+  public void setOptional2(Field<String> optional2) {
+    this.optional2 = optional2;
+  }
+
+  public Field<String> getJsonextrainfo() {
+    return jsonextrainfo;
+  }
+
+  public void setJsonextrainfo(Field<String> jsonextrainfo) {
+    this.jsonextrainfo = jsonextrainfo;
+  }
+
+  public Field<String> getContactfullname() {
+    return contactfullname;
+  }
+
+  public void setContactfullname(Field<String> contactfullname) {
+    this.contactfullname = contactfullname;
+  }
+
+  public Field<String> getContactfax() {
+    return contactfax;
+  }
+
+  public void setContactfax(Field<String> contactfax) {
+    this.contactfax = contactfax;
+  }
+
+  public Field<String> getContactphone() {
+    return contactphone;
+  }
+
+  public void setContactphone(Field<String> contactphone) {
+    this.contactphone = contactphone;
+  }
+
+  public Field<String> getContactemail() {
+    return contactemail;
+  }
+
+  public void setContactemail(Field<String> contactemail) {
+    this.contactemail = contactemail;
+  }
+
+  public Field<String> getSummary() {
+    return summary;
+  }
+
+  public void setSummary(Field<String> summary) {
+    this.summary = summary;
+  }
+
+  public Field<String> getCurrency() {
+    return currency;
+  }
+
+  public void setCurrency(Field<String> currency) {
+    this.currency = currency;
+  }
+
+  public Float getTotalcost() {
+    return totalcost;
+  }
+
+  public void setTotalcost(Float totalcost) {
+    this.totalcost = totalcost;
+  }
+
+  public Float getFundedamount() {
+    return fundedamount;
+  }
+
+  public void setFundedamount(Float fundedamount) {
+    this.fundedamount = fundedamount;
+  }
+
+  @Override
+  public void mergeFrom(OafEntity e) {
+    super.mergeFrom(e);
+
+    if (!Project.class.isAssignableFrom(e.getClass())) {
+      return;
     }
 
-    public void setWebsiteurl(Field<String> websiteurl) {
-        this.websiteurl = websiteurl;
-    }
+    Project p = (Project) e;
 
-    public Field<String> getCode() {
-        return code;
-    }
-
-    public void setCode(Field<String> code) {
-        this.code = code;
-    }
-
-    public Field<String> getAcronym() {
-        return acronym;
-    }
-
-    public void setAcronym(Field<String> acronym) {
-        this.acronym = acronym;
-    }
-
-    public Field<String> getTitle() {
-        return title;
-    }
-
-    public void setTitle(Field<String> title) {
-        this.title = title;
-    }
-
-    public Field<String> getStartdate() {
-        return startdate;
-    }
-
-    public void setStartdate(Field<String> startdate) {
-        this.startdate = startdate;
-    }
-
-    public Field<String> getEnddate() {
-        return enddate;
-    }
-
-    public void setEnddate(Field<String> enddate) {
-        this.enddate = enddate;
-    }
-
-    public Field<String> getCallidentifier() {
-        return callidentifier;
-    }
-
-    public void setCallidentifier(Field<String> callidentifier) {
-        this.callidentifier = callidentifier;
-    }
-
-    public Field<String> getKeywords() {
-        return keywords;
-    }
-
-    public void setKeywords(Field<String> keywords) {
-        this.keywords = keywords;
-    }
-
-    public Field<String> getDuration() {
-        return duration;
-    }
-
-    public void setDuration(Field<String> duration) {
-        this.duration = duration;
-    }
-
-    public Field<String> getEcsc39() {
-        return ecsc39;
-    }
-
-    public void setEcsc39(Field<String> ecsc39) {
-        this.ecsc39 = ecsc39;
-    }
-
-    public Field<String> getOamandatepublications() {
-        return oamandatepublications;
-    }
-
-    public void setOamandatepublications(Field<String> oamandatepublications) {
-        this.oamandatepublications = oamandatepublications;
-    }
-
-    public Field<String> getEcarticle29_3() {
-        return ecarticle29_3;
-    }
-
-    public void setEcarticle29_3(Field<String> ecarticle29_3) {
-        this.ecarticle29_3 = ecarticle29_3;
-    }
-
-    public List<StructuredProperty> getSubjects() {
-        return subjects;
-    }
-
-    public void setSubjects(List<StructuredProperty> subjects) {
-        this.subjects = subjects;
-    }
-
-    public List<Field<String>> getFundingtree() {
-        return fundingtree;
-    }
-
-    public void setFundingtree(List<Field<String>> fundingtree) {
-        this.fundingtree = fundingtree;
-    }
-
-    public Qualifier getContracttype() {
-        return contracttype;
-    }
-
-    public void setContracttype(Qualifier contracttype) {
-        this.contracttype = contracttype;
-    }
-
-    public Field<String> getOptional1() {
-        return optional1;
-    }
-
-    public void setOptional1(Field<String> optional1) {
-        this.optional1 = optional1;
-    }
-
-    public Field<String> getOptional2() {
-        return optional2;
-    }
-
-    public void setOptional2(Field<String> optional2) {
-        this.optional2 = optional2;
-    }
-
-    public Field<String> getJsonextrainfo() {
-        return jsonextrainfo;
-    }
-
-    public void setJsonextrainfo(Field<String> jsonextrainfo) {
-        this.jsonextrainfo = jsonextrainfo;
-    }
-
-    public Field<String> getContactfullname() {
-        return contactfullname;
-    }
-
-    public void setContactfullname(Field<String> contactfullname) {
-        this.contactfullname = contactfullname;
-    }
-
-    public Field<String> getContactfax() {
-        return contactfax;
-    }
-
-    public void setContactfax(Field<String> contactfax) {
-        this.contactfax = contactfax;
-    }
-
-    public Field<String> getContactphone() {
-        return contactphone;
-    }
-
-    public void setContactphone(Field<String> contactphone) {
-        this.contactphone = contactphone;
-    }
-
-    public Field<String> getContactemail() {
-        return contactemail;
-    }
-
-    public void setContactemail(Field<String> contactemail) {
-        this.contactemail = contactemail;
-    }
-
-    public Field<String> getSummary() {
-        return summary;
-    }
-
-    public void setSummary(Field<String> summary) {
-        this.summary = summary;
-    }
-
-    public Field<String> getCurrency() {
-        return currency;
-    }
-
-    public void setCurrency(Field<String> currency) {
-        this.currency = currency;
-    }
-
-    public Float getTotalcost() {
-        return totalcost;
-    }
-
-    public void setTotalcost(Float totalcost) {
-        this.totalcost = totalcost;
-    }
-
-    public Float getFundedamount() {
-        return fundedamount;
-    }
-
-    public void setFundedamount(Float fundedamount) {
-        this.fundedamount = fundedamount;
-    }
-
-    @Override
-    public void mergeFrom(OafEntity e) {
-        super.mergeFrom(e);
-
-        if (!Project.class.isAssignableFrom(e.getClass())) {
-            return;
-        }
-
-        Project p = (Project) e;
-
-        websiteurl =
-                p.getWebsiteurl() != null && compareTrust(this, e) < 0
-                        ? p.getWebsiteurl()
-                        : websiteurl;
-        code = p.getCode() != null && compareTrust(this, e) < 0 ? p.getCode() : code;
-        acronym = p.getAcronym() != null && compareTrust(this, e) < 0 ? p.getAcronym() : acronym;
-        title = p.getTitle() != null && compareTrust(this, e) < 0 ? p.getTitle() : title;
-        startdate =
-                p.getStartdate() != null && compareTrust(this, e) < 0
-                        ? p.getStartdate()
-                        : startdate;
-        enddate = p.getEnddate() != null && compareTrust(this, e) < 0 ? p.getEnddate() : enddate;
-        callidentifier =
-                p.getCallidentifier() != null && compareTrust(this, e) < 0
-                        ? p.getCallidentifier()
-                        : callidentifier;
-        keywords =
-                p.getKeywords() != null && compareTrust(this, e) < 0 ? p.getKeywords() : keywords;
-        duration =
-                p.getDuration() != null && compareTrust(this, e) < 0 ? p.getDuration() : duration;
-        ecsc39 = p.getEcsc39() != null && compareTrust(this, e) < 0 ? p.getEcsc39() : ecsc39;
-        oamandatepublications =
-                p.getOamandatepublications() != null && compareTrust(this, e) < 0
-                        ? p.getOamandatepublications()
-                        : oamandatepublications;
-        ecarticle29_3 =
-                p.getEcarticle29_3() != null && compareTrust(this, e) < 0
-                        ? p.getEcarticle29_3()
-                        : ecarticle29_3;
-        subjects = mergeLists(subjects, p.getSubjects());
-        fundingtree = mergeLists(fundingtree, p.getFundingtree());
-        contracttype =
-                p.getContracttype() != null && compareTrust(this, e) < 0
-                        ? p.getContracttype()
-                        : contracttype;
-        optional1 =
-                p.getOptional1() != null && compareTrust(this, e) < 0
-                        ? p.getOptional1()
-                        : optional1;
-        optional2 =
-                p.getOptional2() != null && compareTrust(this, e) < 0
-                        ? p.getOptional2()
-                        : optional2;
-        jsonextrainfo =
-                p.getJsonextrainfo() != null && compareTrust(this, e) < 0
-                        ? p.getJsonextrainfo()
-                        : jsonextrainfo;
-        contactfullname =
-                p.getContactfullname() != null && compareTrust(this, e) < 0
-                        ? p.getContactfullname()
-                        : contactfullname;
-        contactfax =
-                p.getContactfax() != null && compareTrust(this, e) < 0
-                        ? p.getContactfax()
-                        : contactfax;
-        contactphone =
-                p.getContactphone() != null && compareTrust(this, e) < 0
-                        ? p.getContactphone()
-                        : contactphone;
-        contactemail =
-                p.getContactemail() != null && compareTrust(this, e) < 0
-                        ? p.getContactemail()
-                        : contactemail;
-        summary = p.getSummary() != null && compareTrust(this, e) < 0 ? p.getSummary() : summary;
-        currency =
-                p.getCurrency() != null && compareTrust(this, e) < 0 ? p.getCurrency() : currency;
-        totalcost =
-                p.getTotalcost() != null && compareTrust(this, e) < 0
-                        ? p.getTotalcost()
-                        : totalcost;
-        fundedamount =
-                p.getFundedamount() != null && compareTrust(this, e) < 0
-                        ? p.getFundedamount()
-                        : fundedamount;
-        mergeOAFDataInfo(e);
-    }
-
-    @Override
-    public boolean equals(Object o) {
-        if (this == o) return true;
-        if (o == null || getClass() != o.getClass()) return false;
-        if (!super.equals(o)) return false;
-        Project project = (Project) o;
-        return Objects.equals(websiteurl, project.websiteurl)
-                && Objects.equals(code, project.code)
-                && Objects.equals(acronym, project.acronym)
-                && Objects.equals(title, project.title)
-                && Objects.equals(startdate, project.startdate)
-                && Objects.equals(enddate, project.enddate)
-                && Objects.equals(callidentifier, project.callidentifier)
-                && Objects.equals(keywords, project.keywords)
-                && Objects.equals(duration, project.duration)
-                && Objects.equals(ecsc39, project.ecsc39)
-                && Objects.equals(oamandatepublications, project.oamandatepublications)
-                && Objects.equals(ecarticle29_3, project.ecarticle29_3)
-                && Objects.equals(subjects, project.subjects)
-                && Objects.equals(fundingtree, project.fundingtree)
-                && Objects.equals(contracttype, project.contracttype)
-                && Objects.equals(optional1, project.optional1)
-                && Objects.equals(optional2, project.optional2)
-                && Objects.equals(jsonextrainfo, project.jsonextrainfo)
-                && Objects.equals(contactfullname, project.contactfullname)
-                && Objects.equals(contactfax, project.contactfax)
-                && Objects.equals(contactphone, project.contactphone)
-                && Objects.equals(contactemail, project.contactemail)
-                && Objects.equals(summary, project.summary)
-                && Objects.equals(currency, project.currency)
-                && Objects.equals(totalcost, project.totalcost)
-                && Objects.equals(fundedamount, project.fundedamount);
-    }
-
-    @Override
-    public int hashCode() {
-        return Objects.hash(
-                super.hashCode(),
-                websiteurl,
-                code,
-                acronym,
-                title,
-                startdate,
-                enddate,
-                callidentifier,
-                keywords,
-                duration,
-                ecsc39,
-                oamandatepublications,
-                ecarticle29_3,
-                subjects,
-                fundingtree,
-                contracttype,
-                optional1,
-                optional2,
-                jsonextrainfo,
-                contactfullname,
-                contactfax,
-                contactphone,
-                contactemail,
-                summary,
-                currency,
-                totalcost,
-                fundedamount);
-    }
+    websiteurl =
+        p.getWebsiteurl() != null && compareTrust(this, e) < 0 ? p.getWebsiteurl() : websiteurl;
+    code = p.getCode() != null && compareTrust(this, e) < 0 ? p.getCode() : code;
+    acronym = p.getAcronym() != null && compareTrust(this, e) < 0 ? p.getAcronym() : acronym;
+    title = p.getTitle() != null && compareTrust(this, e) < 0 ? p.getTitle() : title;
+    startdate =
+        p.getStartdate() != null && compareTrust(this, e) < 0 ? p.getStartdate() : startdate;
+    enddate = p.getEnddate() != null && compareTrust(this, e) < 0 ? p.getEnddate() : enddate;
+    callidentifier =
+        p.getCallidentifier() != null && compareTrust(this, e) < 0
+            ? p.getCallidentifier()
+            : callidentifier;
+    keywords = p.getKeywords() != null && compareTrust(this, e) < 0 ? p.getKeywords() : keywords;
+    duration = p.getDuration() != null && compareTrust(this, e) < 0 ? p.getDuration() : duration;
+    ecsc39 = p.getEcsc39() != null && compareTrust(this, e) < 0 ? p.getEcsc39() : ecsc39;
+    oamandatepublications =
+        p.getOamandatepublications() != null && compareTrust(this, e) < 0
+            ? p.getOamandatepublications()
+            : oamandatepublications;
+    ecarticle29_3 =
+        p.getEcarticle29_3() != null && compareTrust(this, e) < 0
+            ? p.getEcarticle29_3()
+            : ecarticle29_3;
+    subjects = mergeLists(subjects, p.getSubjects());
+    fundingtree = mergeLists(fundingtree, p.getFundingtree());
+    contracttype =
+        p.getContracttype() != null && compareTrust(this, e) < 0
+            ? p.getContracttype()
+            : contracttype;
+    optional1 =
+        p.getOptional1() != null && compareTrust(this, e) < 0 ? p.getOptional1() : optional1;
+    optional2 =
+        p.getOptional2() != null && compareTrust(this, e) < 0 ? p.getOptional2() : optional2;
+    jsonextrainfo =
+        p.getJsonextrainfo() != null && compareTrust(this, e) < 0
+            ? p.getJsonextrainfo()
+            : jsonextrainfo;
+    contactfullname =
+        p.getContactfullname() != null && compareTrust(this, e) < 0
+            ? p.getContactfullname()
+            : contactfullname;
+    contactfax =
+        p.getContactfax() != null && compareTrust(this, e) < 0 ? p.getContactfax() : contactfax;
+    contactphone =
+        p.getContactphone() != null && compareTrust(this, e) < 0
+            ? p.getContactphone()
+            : contactphone;
+    contactemail =
+        p.getContactemail() != null && compareTrust(this, e) < 0
+            ? p.getContactemail()
+            : contactemail;
+    summary = p.getSummary() != null && compareTrust(this, e) < 0 ? p.getSummary() : summary;
+    currency = p.getCurrency() != null && compareTrust(this, e) < 0 ? p.getCurrency() : currency;
+    totalcost =
+        p.getTotalcost() != null && compareTrust(this, e) < 0 ? p.getTotalcost() : totalcost;
+    fundedamount =
+        p.getFundedamount() != null && compareTrust(this, e) < 0
+            ? p.getFundedamount()
+            : fundedamount;
+    mergeOAFDataInfo(e);
+  }
 }
diff --git a/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/Publication.java b/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/Publication.java
index 1542b79334..9227df6eea 100644
--- a/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/Publication.java
+++ b/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/Publication.java
@@ -1,46 +1,36 @@
 package eu.dnetlib.dhp.schema.oaf;
 
+import eu.dnetlib.dhp.schema.common.ModelConstants;
 import java.io.Serializable;
-import java.util.Objects;
 
 public class Publication extends Result implements Serializable {
 
-    // publication specific
-    private Journal journal;
+  // publication specific
+  private Journal journal;
 
-    public Journal getJournal() {
-        return journal;
+  public Publication() {
+    setResulttype(ModelConstants.PUBLICATION_DEFAULT_RESULTTYPE);
+  }
+
+  public Journal getJournal() {
+    return journal;
+  }
+
+  public void setJournal(Journal journal) {
+    this.journal = journal;
+  }
+
+  @Override
+  public void mergeFrom(OafEntity e) {
+    super.mergeFrom(e);
+
+    if (!Publication.class.isAssignableFrom(e.getClass())) {
+      return;
     }
 
-    public void setJournal(Journal journal) {
-        this.journal = journal;
-    }
+    Publication p = (Publication) e;
 
-    @Override
-    public void mergeFrom(OafEntity e) {
-        super.mergeFrom(e);
-
-        if (!Publication.class.isAssignableFrom(e.getClass())) {
-            return;
-        }
-
-        Publication p = (Publication) e;
-
-        if (p.getJournal() != null && compareTrust(this, e) < 0) journal = p.getJournal();
-        mergeOAFDataInfo(e);
-    }
-
-    @Override
-    public boolean equals(Object o) {
-        if (this == o) return true;
-        if (o == null || getClass() != o.getClass()) return false;
-        if (!super.equals(o)) return false;
-        Publication that = (Publication) o;
-        return Objects.equals(journal, that.journal);
-    }
-
-    @Override
-    public int hashCode() {
-        return Objects.hash(super.hashCode(), journal);
-    }
+    if (p.getJournal() != null && compareTrust(this, e) < 0) journal = p.getJournal();
+    mergeOAFDataInfo(e);
+  }
 }
diff --git a/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/Qualifier.java b/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/Qualifier.java
index 9e42bdae36..003d4a7a45 100644
--- a/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/Qualifier.java
+++ b/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/Qualifier.java
@@ -6,75 +6,75 @@ import org.apache.commons.lang3.StringUtils;
 
 public class Qualifier implements Serializable {
 
-    private String classid;
-    private String classname;
-    private String schemeid;
-    private String schemename;
+  private String classid;
+  private String classname;
+  private String schemeid;
+  private String schemename;
 
-    public String getClassid() {
-        return classid;
-    }
+  public String getClassid() {
+    return classid;
+  }
 
-    public void setClassid(String classid) {
-        this.classid = classid;
-    }
+  public void setClassid(String classid) {
+    this.classid = classid;
+  }
 
-    public String getClassname() {
-        return classname;
-    }
+  public String getClassname() {
+    return classname;
+  }
 
-    public void setClassname(String classname) {
-        this.classname = classname;
-    }
+  public void setClassname(String classname) {
+    this.classname = classname;
+  }
 
-    public String getSchemeid() {
-        return schemeid;
-    }
+  public String getSchemeid() {
+    return schemeid;
+  }
 
-    public void setSchemeid(String schemeid) {
-        this.schemeid = schemeid;
-    }
+  public void setSchemeid(String schemeid) {
+    this.schemeid = schemeid;
+  }
 
-    public String getSchemename() {
-        return schemename;
-    }
+  public String getSchemename() {
+    return schemename;
+  }
 
-    public void setSchemename(String schemename) {
-        this.schemename = schemename;
-    }
+  public void setSchemename(String schemename) {
+    this.schemename = schemename;
+  }
 
-    public String toComparableString() {
-        return isBlank()
-                ? ""
-                : String.format(
-                        "%s::%s::%s::%s",
-                        classid != null ? classid : "",
-                        classname != null ? classname : "",
-                        schemeid != null ? schemeid : "",
-                        schemename != null ? schemename : "");
-    }
+  public String toComparableString() {
+    return isBlank()
+        ? ""
+        : String.format(
+            "%s::%s::%s::%s",
+            classid != null ? classid : "",
+            classname != null ? classname : "",
+            schemeid != null ? schemeid : "",
+            schemename != null ? schemename : "");
+  }
 
-    @JsonIgnore
-    public boolean isBlank() {
-        return StringUtils.isBlank(classid)
-                && StringUtils.isBlank(classname)
-                && StringUtils.isBlank(schemeid)
-                && StringUtils.isBlank(schemename);
-    }
+  @JsonIgnore
+  public boolean isBlank() {
+    return StringUtils.isBlank(classid)
+        && StringUtils.isBlank(classname)
+        && StringUtils.isBlank(schemeid)
+        && StringUtils.isBlank(schemename);
+  }
 
-    @Override
-    public int hashCode() {
-        return toComparableString().hashCode();
-    }
+  @Override
+  public int hashCode() {
+    return toComparableString().hashCode();
+  }
 
-    @Override
-    public boolean equals(Object obj) {
-        if (this == obj) return true;
-        if (obj == null) return false;
-        if (getClass() != obj.getClass()) return false;
+  @Override
+  public boolean equals(Object obj) {
+    if (this == obj) return true;
+    if (obj == null) return false;
+    if (getClass() != obj.getClass()) return false;
 
-        Qualifier other = (Qualifier) obj;
+    Qualifier other = (Qualifier) obj;
 
-        return toComparableString().equals(other.toComparableString());
-    }
+    return toComparableString().equals(other.toComparableString());
+  }
 }
diff --git a/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/Relation.java b/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/Relation.java
index aaeecb8716..197adfb81d 100644
--- a/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/Relation.java
+++ b/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/Relation.java
@@ -8,91 +8,91 @@ import java.util.stream.Stream;
 
 public class Relation extends Oaf {
 
-    private String relType;
+  private String relType;
 
-    private String subRelType;
+  private String subRelType;
 
-    private String relClass;
+  private String relClass;
 
-    private String source;
+  private String source;
 
-    private String target;
+  private String target;
 
-    public String getRelType() {
-        return relType;
-    }
+  public String getRelType() {
+    return relType;
+  }
 
-    public void setRelType(final String relType) {
-        this.relType = relType;
-    }
+  public void setRelType(final String relType) {
+    this.relType = relType;
+  }
 
-    public String getSubRelType() {
-        return subRelType;
-    }
+  public String getSubRelType() {
+    return subRelType;
+  }
 
-    public void setSubRelType(final String subRelType) {
-        this.subRelType = subRelType;
-    }
+  public void setSubRelType(final String subRelType) {
+    this.subRelType = subRelType;
+  }
 
-    public String getRelClass() {
-        return relClass;
-    }
+  public String getRelClass() {
+    return relClass;
+  }
 
-    public void setRelClass(final String relClass) {
-        this.relClass = relClass;
-    }
+  public void setRelClass(final String relClass) {
+    this.relClass = relClass;
+  }
 
-    public String getSource() {
-        return source;
-    }
+  public String getSource() {
+    return source;
+  }
 
-    public void setSource(final String source) {
-        this.source = source;
-    }
+  public void setSource(final String source) {
+    this.source = source;
+  }
 
-    public String getTarget() {
-        return target;
-    }
+  public String getTarget() {
+    return target;
+  }
 
-    public void setTarget(final String target) {
-        this.target = target;
-    }
+  public void setTarget(final String target) {
+    this.target = target;
+  }
 
-    public void mergeFrom(final Relation r) {
+  public void mergeFrom(final Relation r) {
 
-        checkArgument(Objects.equals(getSource(), r.getSource()), "source ids must be equal");
-        checkArgument(Objects.equals(getTarget(), r.getTarget()), "target ids must be equal");
-        checkArgument(Objects.equals(getRelType(), r.getRelType()), "relType(s) must be equal");
-        checkArgument(
-                Objects.equals(getSubRelType(), r.getSubRelType()), "subRelType(s) must be equal");
-        checkArgument(Objects.equals(getRelClass(), r.getRelClass()), "relClass(es) must be equal");
+    checkArgument(Objects.equals(getSource(), r.getSource()), "source ids must be equal");
+    checkArgument(Objects.equals(getTarget(), r.getTarget()), "target ids must be equal");
+    checkArgument(Objects.equals(getRelType(), r.getRelType()), "relType(s) must be equal");
+    checkArgument(
+        Objects.equals(getSubRelType(), r.getSubRelType()), "subRelType(s) must be equal");
+    checkArgument(Objects.equals(getRelClass(), r.getRelClass()), "relClass(es) must be equal");
 
-        setCollectedfrom(
-                Stream.concat(
-                                Optional.ofNullable(getCollectedfrom())
-                                        .map(Collection::stream)
-                                        .orElse(Stream.empty()),
-                                Optional.ofNullable(r.getCollectedfrom())
-                                        .map(Collection::stream)
-                                        .orElse(Stream.empty()))
-                        .distinct() // relies on KeyValue.equals
-                        .collect(Collectors.toList()));
-    }
+    setCollectedfrom(
+        Stream.concat(
+                Optional.ofNullable(getCollectedfrom())
+                    .map(Collection::stream)
+                    .orElse(Stream.empty()),
+                Optional.ofNullable(r.getCollectedfrom())
+                    .map(Collection::stream)
+                    .orElse(Stream.empty()))
+            .distinct() // relies on KeyValue.equals
+            .collect(Collectors.toList()));
+  }
 
-    @Override
-    public boolean equals(Object o) {
-        if (this == o) return true;
-        if (o == null || getClass() != o.getClass()) return false;
-        Relation relation = (Relation) o;
-        return relType.equals(relation.relType)
-                && subRelType.equals(relation.subRelType)
-                && relClass.equals(relation.relClass)
-                && source.equals(relation.source)
-                && target.equals(relation.target);
-    }
+  @Override
+  public boolean equals(Object o) {
+    if (this == o) return true;
+    if (o == null || getClass() != o.getClass()) return false;
+    Relation relation = (Relation) o;
+    return relType.equals(relation.relType)
+        && subRelType.equals(relation.subRelType)
+        && relClass.equals(relation.relClass)
+        && source.equals(relation.source)
+        && target.equals(relation.target);
+  }
 
-    @Override
-    public int hashCode() {
-        return Objects.hash(relType, subRelType, relClass, source, target, collectedfrom);
-    }
+  @Override
+  public int hashCode() {
+    return Objects.hash(relType, subRelType, relClass, source, target, collectedfrom);
+  }
 }
diff --git a/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/Result.java b/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/Result.java
index f9d9756d55..5da50b9218 100644
--- a/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/Result.java
+++ b/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/Result.java
@@ -3,343 +3,289 @@ package eu.dnetlib.dhp.schema.oaf;
 import java.io.Serializable;
 import java.util.Comparator;
 import java.util.List;
-import java.util.Objects;
 
 public class Result extends OafEntity implements Serializable {
 
-    private List<Author> author;
+  private List<Author> author;
 
-    // resulttype allows subclassing results into publications | datasets | software
-    private Qualifier resulttype;
+  // resulttype allows subclassing results into publications | datasets | software
+  private Qualifier resulttype;
 
-    // common fields
-    private Qualifier language;
+  // common fields
+  private Qualifier language;
 
-    private List<Country> country;
+  private List<Country> country;
 
-    private List<StructuredProperty> subject;
+  private List<StructuredProperty> subject;
 
-    private List<StructuredProperty> title;
+  private List<StructuredProperty> title;
 
-    private List<StructuredProperty> relevantdate;
+  private List<StructuredProperty> relevantdate;
 
-    private List<Field<String>> description;
+  private List<Field<String>> description;
 
-    private Field<String> dateofacceptance;
+  private Field<String> dateofacceptance;
 
-    private Field<String> publisher;
+  private Field<String> publisher;
 
-    private Field<String> embargoenddate;
+  private Field<String> embargoenddate;
 
-    private List<Field<String>> source;
+  private List<Field<String>> source;
 
-    private List<Field<String>> fulltext; // remove candidate
+  private List<Field<String>> fulltext; // remove candidate
 
-    private List<Field<String>> format;
+  private List<Field<String>> format;
 
-    private List<Field<String>> contributor;
+  private List<Field<String>> contributor;
 
-    private Qualifier resourcetype;
+  private Qualifier resourcetype;
 
-    private List<Field<String>> coverage;
+  private List<Field<String>> coverage;
 
-    private Qualifier bestaccessright;
+  private Qualifier bestaccessright;
 
-    private List<Context> context;
+  private List<Context> context;
 
-    private List<ExternalReference> externalReference;
+  private List<ExternalReference> externalReference;
 
-    private List<Instance> instance;
+  private List<Instance> instance;
 
-    public List<Author> getAuthor() {
-        return author;
+  public List<Author> getAuthor() {
+    return author;
+  }
+
+  public void setAuthor(List<Author> author) {
+    this.author = author;
+  }
+
+  public Qualifier getResulttype() {
+    return resulttype;
+  }
+
+  public void setResulttype(Qualifier resulttype) {
+    this.resulttype = resulttype;
+  }
+
+  public Qualifier getLanguage() {
+    return language;
+  }
+
+  public void setLanguage(Qualifier language) {
+    this.language = language;
+  }
+
+  public List<Country> getCountry() {
+    return country;
+  }
+
+  public void setCountry(List<Country> country) {
+    this.country = country;
+  }
+
+  public List<StructuredProperty> getSubject() {
+    return subject;
+  }
+
+  public void setSubject(List<StructuredProperty> subject) {
+    this.subject = subject;
+  }
+
+  public List<StructuredProperty> getTitle() {
+    return title;
+  }
+
+  public void setTitle(List<StructuredProperty> title) {
+    this.title = title;
+  }
+
+  public List<StructuredProperty> getRelevantdate() {
+    return relevantdate;
+  }
+
+  public void setRelevantdate(List<StructuredProperty> relevantdate) {
+    this.relevantdate = relevantdate;
+  }
+
+  public List<Field<String>> getDescription() {
+    return description;
+  }
+
+  public void setDescription(List<Field<String>> description) {
+    this.description = description;
+  }
+
+  public Field<String> getDateofacceptance() {
+    return dateofacceptance;
+  }
+
+  public void setDateofacceptance(Field<String> dateofacceptance) {
+    this.dateofacceptance = dateofacceptance;
+  }
+
+  public Field<String> getPublisher() {
+    return publisher;
+  }
+
+  public void setPublisher(Field<String> publisher) {
+    this.publisher = publisher;
+  }
+
+  public Field<String> getEmbargoenddate() {
+    return embargoenddate;
+  }
+
+  public void setEmbargoenddate(Field<String> embargoenddate) {
+    this.embargoenddate = embargoenddate;
+  }
+
+  public List<Field<String>> getSource() {
+    return source;
+  }
+
+  public void setSource(List<Field<String>> source) {
+    this.source = source;
+  }
+
+  public List<Field<String>> getFulltext() {
+    return fulltext;
+  }
+
+  public void setFulltext(List<Field<String>> fulltext) {
+    this.fulltext = fulltext;
+  }
+
+  public List<Field<String>> getFormat() {
+    return format;
+  }
+
+  public void setFormat(List<Field<String>> format) {
+    this.format = format;
+  }
+
+  public List<Field<String>> getContributor() {
+    return contributor;
+  }
+
+  public void setContributor(List<Field<String>> contributor) {
+    this.contributor = contributor;
+  }
+
+  public Qualifier getResourcetype() {
+    return resourcetype;
+  }
+
+  public void setResourcetype(Qualifier resourcetype) {
+    this.resourcetype = resourcetype;
+  }
+
+  public List<Field<String>> getCoverage() {
+    return coverage;
+  }
+
+  public void setCoverage(List<Field<String>> coverage) {
+    this.coverage = coverage;
+  }
+
+  public Qualifier getBestaccessright() {
+    return bestaccessright;
+  }
+
+  public void setBestaccessright(Qualifier bestaccessright) {
+    this.bestaccessright = bestaccessright;
+  }
+
+  public List<Context> getContext() {
+    return context;
+  }
+
+  public void setContext(List<Context> context) {
+    this.context = context;
+  }
+
+  public List<ExternalReference> getExternalReference() {
+    return externalReference;
+  }
+
+  public void setExternalReference(List<ExternalReference> externalReference) {
+    this.externalReference = externalReference;
+  }
+
+  public List<Instance> getInstance() {
+    return instance;
+  }
+
+  public void setInstance(List<Instance> instance) {
+    this.instance = instance;
+  }
+
+  @Override
+  public void mergeFrom(OafEntity e) {
+    super.mergeFrom(e);
+
+    if (!Result.class.isAssignableFrom(e.getClass())) {
+      return;
     }
 
-    public void setAuthor(List<Author> author) {
-        this.author = author;
-    }
-
-    public Qualifier getResulttype() {
-        return resulttype;
-    }
-
-    public void setResulttype(Qualifier resulttype) {
-        this.resulttype = resulttype;
-    }
-
-    public Qualifier getLanguage() {
-        return language;
-    }
-
-    public void setLanguage(Qualifier language) {
-        this.language = language;
-    }
-
-    public List<Country> getCountry() {
-        return country;
-    }
-
-    public void setCountry(List<Country> country) {
-        this.country = country;
-    }
-
-    public List<StructuredProperty> getSubject() {
-        return subject;
-    }
-
-    public void setSubject(List<StructuredProperty> subject) {
-        this.subject = subject;
-    }
-
-    public List<StructuredProperty> getTitle() {
-        return title;
-    }
-
-    public void setTitle(List<StructuredProperty> title) {
-        this.title = title;
-    }
-
-    public List<StructuredProperty> getRelevantdate() {
-        return relevantdate;
-    }
-
-    public void setRelevantdate(List<StructuredProperty> relevantdate) {
-        this.relevantdate = relevantdate;
-    }
-
-    public List<Field<String>> getDescription() {
-        return description;
-    }
-
-    public void setDescription(List<Field<String>> description) {
-        this.description = description;
-    }
-
-    public Field<String> getDateofacceptance() {
-        return dateofacceptance;
-    }
-
-    public void setDateofacceptance(Field<String> dateofacceptance) {
-        this.dateofacceptance = dateofacceptance;
-    }
-
-    public Field<String> getPublisher() {
-        return publisher;
-    }
-
-    public void setPublisher(Field<String> publisher) {
-        this.publisher = publisher;
-    }
-
-    public Field<String> getEmbargoenddate() {
-        return embargoenddate;
-    }
-
-    public void setEmbargoenddate(Field<String> embargoenddate) {
-        this.embargoenddate = embargoenddate;
-    }
-
-    public List<Field<String>> getSource() {
-        return source;
-    }
-
-    public void setSource(List<Field<String>> source) {
-        this.source = source;
-    }
-
-    public List<Field<String>> getFulltext() {
-        return fulltext;
-    }
-
-    public void setFulltext(List<Field<String>> fulltext) {
-        this.fulltext = fulltext;
-    }
-
-    public List<Field<String>> getFormat() {
-        return format;
-    }
-
-    public void setFormat(List<Field<String>> format) {
-        this.format = format;
-    }
-
-    public List<Field<String>> getContributor() {
-        return contributor;
-    }
-
-    public void setContributor(List<Field<String>> contributor) {
-        this.contributor = contributor;
-    }
-
-    public Qualifier getResourcetype() {
-        return resourcetype;
-    }
-
-    public void setResourcetype(Qualifier resourcetype) {
-        this.resourcetype = resourcetype;
-    }
-
-    public List<Field<String>> getCoverage() {
-        return coverage;
-    }
-
-    public void setCoverage(List<Field<String>> coverage) {
-        this.coverage = coverage;
-    }
-
-    public Qualifier getBestaccessright() {
-        return bestaccessright;
-    }
-
-    public void setBestaccessright(Qualifier bestaccessright) {
-        this.bestaccessright = bestaccessright;
-    }
-
-    public List<Context> getContext() {
-        return context;
-    }
-
-    public void setContext(List<Context> context) {
-        this.context = context;
-    }
-
-    public List<ExternalReference> getExternalReference() {
-        return externalReference;
-    }
-
-    public void setExternalReference(List<ExternalReference> externalReference) {
-        this.externalReference = externalReference;
-    }
-
-    public List<Instance> getInstance() {
-        return instance;
-    }
-
-    public void setInstance(List<Instance> instance) {
-        this.instance = instance;
-    }
-
-    @Override
-    public void mergeFrom(OafEntity e) {
-        super.mergeFrom(e);
-
-        if (!Result.class.isAssignableFrom(e.getClass())) {
-            return;
-        }
-
-        Result r = (Result) e;
-
-        instance = mergeLists(instance, r.getInstance());
-
-        if (r.getResulttype() != null && compareTrust(this, r) < 0) resulttype = r.getResulttype();
-
-        if (r.getLanguage() != null && compareTrust(this, r) < 0) language = r.getLanguage();
-
-        country = mergeLists(country, r.getCountry());
-
-        subject = mergeLists(subject, r.getSubject());
-
-        title = mergeLists(title, r.getTitle());
-
-        relevantdate = mergeLists(relevantdate, r.getRelevantdate());
-
-        description = longestLists(description, r.getDescription());
-
-        if (r.getPublisher() != null && compareTrust(this, r) < 0) publisher = r.getPublisher();
-
-        if (r.getEmbargoenddate() != null && compareTrust(this, r) < 0)
-            embargoenddate = r.getEmbargoenddate();
-
-        source = mergeLists(source, r.getSource());
-
-        fulltext = mergeLists(fulltext, r.getFulltext());
-
-        format = mergeLists(format, r.getFormat());
-
-        contributor = mergeLists(contributor, r.getContributor());
-
-        if (r.getResourcetype() != null) resourcetype = r.getResourcetype();
-
-        coverage = mergeLists(coverage, r.getCoverage());
-
-        context = mergeLists(context, r.getContext());
-
-        externalReference = mergeLists(externalReference, r.getExternalReference());
-    }
-
-    private List<Field<String>> longestLists(List<Field<String>> a, List<Field<String>> b) {
-        if (a == null || b == null) return a == null ? b : a;
-        if (a.size() == b.size()) {
-            int msa =
-                    a.stream()
-                            .filter(i -> i.getValue() != null)
-                            .map(i -> i.getValue().length())
-                            .max(Comparator.naturalOrder())
-                            .orElse(0);
-            int msb =
-                    b.stream()
-                            .filter(i -> i.getValue() != null)
-                            .map(i -> i.getValue().length())
-                            .max(Comparator.naturalOrder())
-                            .orElse(0);
-            return msa > msb ? a : b;
-        }
-        return a.size() > b.size() ? a : b;
-    }
-
-    @Override
-    public boolean equals(Object o) {
-        if (this == o) return true;
-        if (o == null || getClass() != o.getClass()) return false;
-        if (!super.equals(o)) return false;
-        Result result = (Result) o;
-        return Objects.equals(author, result.author)
-                && Objects.equals(resulttype, result.resulttype)
-                && Objects.equals(language, result.language)
-                && Objects.equals(country, result.country)
-                && Objects.equals(subject, result.subject)
-                && Objects.equals(title, result.title)
-                && Objects.equals(relevantdate, result.relevantdate)
-                && Objects.equals(description, result.description)
-                && Objects.equals(dateofacceptance, result.dateofacceptance)
-                && Objects.equals(publisher, result.publisher)
-                && Objects.equals(embargoenddate, result.embargoenddate)
-                && Objects.equals(source, result.source)
-                && Objects.equals(fulltext, result.fulltext)
-                && Objects.equals(format, result.format)
-                && Objects.equals(contributor, result.contributor)
-                && Objects.equals(resourcetype, result.resourcetype)
-                && Objects.equals(coverage, result.coverage)
-                && Objects.equals(bestaccessright, result.bestaccessright)
-                && Objects.equals(context, result.context)
-                && Objects.equals(externalReference, result.externalReference)
-                && Objects.equals(instance, result.instance);
-    }
-
-    @Override
-    public int hashCode() {
-        return Objects.hash(
-                super.hashCode(),
-                author,
-                resulttype,
-                language,
-                country,
-                subject,
-                title,
-                relevantdate,
-                description,
-                dateofacceptance,
-                publisher,
-                embargoenddate,
-                source,
-                fulltext,
-                format,
-                contributor,
-                resourcetype,
-                coverage,
-                bestaccessright,
-                context,
-                externalReference,
-                instance);
+    Result r = (Result) e;
+
+    instance = mergeLists(instance, r.getInstance());
+
+    if (r.getBestaccessright() != null && compareTrust(this, r) < 0)
+      bestaccessright = r.getBestaccessright();
+
+    if (r.getResulttype() != null && compareTrust(this, r) < 0) resulttype = r.getResulttype();
+
+    if (r.getLanguage() != null && compareTrust(this, r) < 0) language = r.getLanguage();
+
+    country = mergeLists(country, r.getCountry());
+
+    subject = mergeLists(subject, r.getSubject());
+
+    title = mergeLists(title, r.getTitle());
+
+    relevantdate = mergeLists(relevantdate, r.getRelevantdate());
+
+    description = longestLists(description, r.getDescription());
+
+    if (r.getPublisher() != null && compareTrust(this, r) < 0) publisher = r.getPublisher();
+
+    if (r.getEmbargoenddate() != null && compareTrust(this, r) < 0)
+      embargoenddate = r.getEmbargoenddate();
+
+    source = mergeLists(source, r.getSource());
+
+    fulltext = mergeLists(fulltext, r.getFulltext());
+
+    format = mergeLists(format, r.getFormat());
+
+    contributor = mergeLists(contributor, r.getContributor());
+
+    if (r.getResourcetype() != null) resourcetype = r.getResourcetype();
+
+    coverage = mergeLists(coverage, r.getCoverage());
+
+    context = mergeLists(context, r.getContext());
+
+    externalReference = mergeLists(externalReference, r.getExternalReference());
+  }
+
+  private List<Field<String>> longestLists(List<Field<String>> a, List<Field<String>> b) {
+    if (a == null || b == null) return a == null ? b : a;
+    if (a.size() == b.size()) {
+      int msa =
+          a.stream()
+              .filter(i -> i.getValue() != null)
+              .map(i -> i.getValue().length())
+              .max(Comparator.naturalOrder())
+              .orElse(0);
+      int msb =
+          b.stream()
+              .filter(i -> i.getValue() != null)
+              .map(i -> i.getValue().length())
+              .max(Comparator.naturalOrder())
+              .orElse(0);
+      return msa > msb ? a : b;
     }
+    return a.size() > b.size() ? a : b;
+  }
 }
diff --git a/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/Software.java b/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/Software.java
index a7d36638ef..ffb7e03f76 100644
--- a/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/Software.java
+++ b/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/Software.java
@@ -1,96 +1,78 @@
 package eu.dnetlib.dhp.schema.oaf;
 
+import eu.dnetlib.dhp.schema.common.ModelConstants;
 import java.io.Serializable;
 import java.util.List;
-import java.util.Objects;
 
 public class Software extends Result implements Serializable {
 
-    private List<Field<String>> documentationUrl;
+  private List<Field<String>> documentationUrl;
 
-    private List<StructuredProperty> license;
+  private List<StructuredProperty> license;
 
-    private Field<String> codeRepositoryUrl;
+  private Field<String> codeRepositoryUrl;
 
-    private Qualifier programmingLanguage;
+  private Qualifier programmingLanguage;
 
-    public List<Field<String>> getDocumentationUrl() {
-        return documentationUrl;
+  public Software() {
+    setResulttype(ModelConstants.SOFTWARE_DEFAULT_RESULTTYPE);
+  }
+
+  public List<Field<String>> getDocumentationUrl() {
+    return documentationUrl;
+  }
+
+  public void setDocumentationUrl(List<Field<String>> documentationUrl) {
+    this.documentationUrl = documentationUrl;
+  }
+
+  public List<StructuredProperty> getLicense() {
+    return license;
+  }
+
+  public void setLicense(List<StructuredProperty> license) {
+    this.license = license;
+  }
+
+  public Field<String> getCodeRepositoryUrl() {
+    return codeRepositoryUrl;
+  }
+
+  public void setCodeRepositoryUrl(Field<String> codeRepositoryUrl) {
+    this.codeRepositoryUrl = codeRepositoryUrl;
+  }
+
+  public Qualifier getProgrammingLanguage() {
+    return programmingLanguage;
+  }
+
+  public void setProgrammingLanguage(Qualifier programmingLanguage) {
+    this.programmingLanguage = programmingLanguage;
+  }
+
+  @Override
+  public void mergeFrom(OafEntity e) {
+    super.mergeFrom(e);
+
+    if (!Software.class.isAssignableFrom(e.getClass())) {
+      return;
     }
 
-    public void setDocumentationUrl(List<Field<String>> documentationUrl) {
-        this.documentationUrl = documentationUrl;
-    }
+    final Software s = (Software) e;
+    documentationUrl = mergeLists(documentationUrl, s.getDocumentationUrl());
 
-    public List<StructuredProperty> getLicense() {
-        return license;
-    }
+    license = mergeLists(license, s.getLicense());
 
-    public void setLicense(List<StructuredProperty> license) {
-        this.license = license;
-    }
+    codeRepositoryUrl =
+        s.getCodeRepositoryUrl() != null && compareTrust(this, s) < 0
+            ? s.getCodeRepositoryUrl()
+            : codeRepositoryUrl;
 
-    public Field<String> getCodeRepositoryUrl() {
-        return codeRepositoryUrl;
-    }
+    programmingLanguage =
+        s.getProgrammingLanguage() != null && compareTrust(this, s) < 0
+            ? s.getProgrammingLanguage()
+            : programmingLanguage;
 
-    public void setCodeRepositoryUrl(Field<String> codeRepositoryUrl) {
-        this.codeRepositoryUrl = codeRepositoryUrl;
-    }
-
-    public Qualifier getProgrammingLanguage() {
-        return programmingLanguage;
-    }
-
-    public void setProgrammingLanguage(Qualifier programmingLanguage) {
-        this.programmingLanguage = programmingLanguage;
-    }
-
-    @Override
-    public void mergeFrom(OafEntity e) {
-        super.mergeFrom(e);
-
-        if (!Software.class.isAssignableFrom(e.getClass())) {
-            return;
-        }
-
-        final Software s = (Software) e;
-        documentationUrl = mergeLists(documentationUrl, s.getDocumentationUrl());
-
-        license = mergeLists(license, s.getLicense());
-
-        codeRepositoryUrl =
-                s.getCodeRepositoryUrl() != null && compareTrust(this, s) < 0
-                        ? s.getCodeRepositoryUrl()
-                        : codeRepositoryUrl;
-
-        programmingLanguage =
-                s.getProgrammingLanguage() != null && compareTrust(this, s) < 0
-                        ? s.getProgrammingLanguage()
-                        : programmingLanguage;
-
-        mergeOAFDataInfo(e);
-    }
-
-    @Override
-    public boolean equals(Object o) {
-        if (this == o) return true;
-        if (o == null || getClass() != o.getClass()) return false;
-        if (!super.equals(o)) return false;
-        Software software = (Software) o;
-        return Objects.equals(documentationUrl, software.documentationUrl)
-                && Objects.equals(license, software.license)
-                && Objects.equals(codeRepositoryUrl, software.codeRepositoryUrl)
-                && Objects.equals(programmingLanguage, software.programmingLanguage);
-    }
-
-    @Override
-    public int hashCode() {
-        return Objects.hash(
-                super.hashCode(),
-                documentationUrl,
-                license,
-                codeRepositoryUrl,
-                programmingLanguage);
-    }
+    mergeOAFDataInfo(e);
+  }
 }
diff --git a/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/StructuredProperty.java b/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/StructuredProperty.java
index a42071b188..2e77389a3d 100644
--- a/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/StructuredProperty.java
+++ b/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/oaf/StructuredProperty.java
@@ -4,53 +4,53 @@ import java.io.Serializable;
 
 public class StructuredProperty implements Serializable {
 
-    private String value;
+  private String value;
 
-    private Qualifier qualifier;
+  private Qualifier qualifier;
 
-    private DataInfo dataInfo;
+  private DataInfo dataInfo;
 
-    public String getValue() {
-        return value;
-    }
+  public String getValue() {
+    return value;
+  }
 
-    public void setValue(String value) {
-        this.value = value;
-    }
+  public void setValue(String value) {
+    this.value = value;
+  }
 
-    public Qualifier getQualifier() {
-        return qualifier;
-    }
+  public Qualifier getQualifier() {
+    return qualifier;
+  }
 
-    public void setQualifier(Qualifier qualifier) {
-        this.qualifier = qualifier;
-    }
+  public void setQualifier(Qualifier qualifier) {
+    this.qualifier = qualifier;
+  }
 
-    public DataInfo getDataInfo() {
-        return dataInfo;
-    }
+  public DataInfo getDataInfo() {
+    return dataInfo;
+  }
 
-    public void setDataInfo(DataInfo dataInfo) {
-        this.dataInfo = dataInfo;
-    }
+  public void setDataInfo(DataInfo dataInfo) {
+    this.dataInfo = dataInfo;
+  }
 
-    public String toComparableString() {
-        return value != null ? value.toLowerCase() : "";
-    }
+  public String toComparableString() {
+    return value != null ? value.toLowerCase() : "";
+  }
 
-    @Override
-    public int hashCode() {
-        return toComparableString().hashCode();
-    }
+  @Override
+  public int hashCode() {
+    return toComparableString().hashCode();
+  }
 
-    @Override
-    public boolean equals(Object obj) {
-        if (this == obj) return true;
-        if (obj == null) return false;
-        if (getClass() != obj.getClass()) return false;
+  @Override
+  public boolean equals(Object obj) {
+    if (this == obj) return true;
+    if (obj == null) return false;
+    if (getClass() != obj.getClass()) return false;
 
-        StructuredProperty other = (StructuredProperty) obj;
+    StructuredProperty other = (StructuredProperty) obj;
 
-        return toComparableString().equals(other.toComparableString());
-    }
+    return toComparableString().equals(other.toComparableString());
+  }
 }
diff --git a/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/scholexplorer/DLIDataset.java b/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/scholexplorer/DLIDataset.java
index b6c8f75a07..e1569787b9 100644
--- a/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/scholexplorer/DLIDataset.java
+++ b/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/scholexplorer/DLIDataset.java
@@ -10,82 +10,74 @@ import org.apache.commons.lang3.StringUtils;
 
 public class DLIDataset extends Dataset {
 
-    private String originalObjIdentifier;
+  private String originalObjIdentifier;
 
-    private List<ProvenaceInfo> dlicollectedfrom;
+  private List<ProvenaceInfo> dlicollectedfrom;
 
-    private String completionStatus;
+  private String completionStatus;
 
-    public String getCompletionStatus() {
-        return completionStatus;
-    }
+  public String getCompletionStatus() {
+    return completionStatus;
+  }
 
-    public void setCompletionStatus(String completionStatus) {
-        this.completionStatus = completionStatus;
-    }
+  public void setCompletionStatus(String completionStatus) {
+    this.completionStatus = completionStatus;
+  }
 
-    public List<ProvenaceInfo> getDlicollectedfrom() {
-        return dlicollectedfrom;
-    }
+  public List<ProvenaceInfo> getDlicollectedfrom() {
+    return dlicollectedfrom;
+  }
 
-    public void setDlicollectedfrom(List<ProvenaceInfo> dlicollectedfrom) {
-        this.dlicollectedfrom = dlicollectedfrom;
-    }
+  public void setDlicollectedfrom(List<ProvenaceInfo> dlicollectedfrom) {
+    this.dlicollectedfrom = dlicollectedfrom;
+  }
 
-    public String getOriginalObjIdentifier() {
-        return originalObjIdentifier;
-    }
+  public String getOriginalObjIdentifier() {
+    return originalObjIdentifier;
+  }
 
-    public void setOriginalObjIdentifier(String originalObjIdentifier) {
-        this.originalObjIdentifier = originalObjIdentifier;
-    }
+  public void setOriginalObjIdentifier(String originalObjIdentifier) {
+    this.originalObjIdentifier = originalObjIdentifier;
+  }
 
-    @Override
-    public void mergeFrom(OafEntity e) {
-        super.mergeFrom(e);
-        DLIDataset p = (DLIDataset) e;
-        if (StringUtils.isBlank(completionStatus) && StringUtils.isNotBlank(p.completionStatus))
-            completionStatus = p.completionStatus;
-        if ("complete".equalsIgnoreCase(p.completionStatus)) completionStatus = "complete";
-        dlicollectedfrom = mergeProvenance(dlicollectedfrom, p.getDlicollectedfrom());
-    }
+  @Override
+  public void mergeFrom(OafEntity e) {
+    super.mergeFrom(e);
+    DLIDataset p = (DLIDataset) e;
+    if (StringUtils.isBlank(completionStatus) && StringUtils.isNotBlank(p.completionStatus))
+      completionStatus = p.completionStatus;
+    if ("complete".equalsIgnoreCase(p.completionStatus)) completionStatus = "complete";
+    dlicollectedfrom = mergeProvenance(dlicollectedfrom, p.getDlicollectedfrom());
+  }
 
-    private List<ProvenaceInfo> mergeProvenance(
-            final List<ProvenaceInfo> a, final List<ProvenaceInfo> b) {
-        Map<String, ProvenaceInfo> result = new HashMap<>();
-        if (a != null)
-            a.forEach(
-                    p -> {
-                        if (p != null
-                                && StringUtils.isNotBlank(p.getId())
-                                && result.containsKey(p.getId())) {
-                            if ("incomplete"
-                                            .equalsIgnoreCase(
-                                                    result.get(p.getId()).getCompletionStatus())
-                                    && StringUtils.isNotBlank(p.getCompletionStatus())) {
-                                result.put(p.getId(), p);
-                            }
+  private List<ProvenaceInfo> mergeProvenance(
+      final List<ProvenaceInfo> a, final List<ProvenaceInfo> b) {
+    Map<String, ProvenaceInfo> result = new HashMap<>();
+    if (a != null)
+      a.forEach(
+          p -> {
+            if (p != null && StringUtils.isNotBlank(p.getId()) && result.containsKey(p.getId())) {
+              if ("incomplete".equalsIgnoreCase(result.get(p.getId()).getCompletionStatus())
+                  && StringUtils.isNotBlank(p.getCompletionStatus())) {
+                result.put(p.getId(), p);
+              }
 
-                        } else if (p != null && p.getId() != null && !result.containsKey(p.getId()))
-                            result.put(p.getId(), p);
-                    });
-        if (b != null)
-            b.forEach(
-                    p -> {
-                        if (p != null
-                                && StringUtils.isNotBlank(p.getId())
-                                && result.containsKey(p.getId())) {
-                            if ("incomplete"
-                                            .equalsIgnoreCase(
-                                                    result.get(p.getId()).getCompletionStatus())
-                                    && StringUtils.isNotBlank(p.getCompletionStatus())) {
-                                result.put(p.getId(), p);
-                            }
+            } else if (p != null && p.getId() != null && !result.containsKey(p.getId()))
+              result.put(p.getId(), p);
+          });
+    if (b != null)
+      b.forEach(
+          p -> {
+            if (p != null && StringUtils.isNotBlank(p.getId()) && result.containsKey(p.getId())) {
+              if ("incomplete".equalsIgnoreCase(result.get(p.getId()).getCompletionStatus())
+                  && StringUtils.isNotBlank(p.getCompletionStatus())) {
+                result.put(p.getId(), p);
+              }
 
-                        } else if (p != null && p.getId() != null && !result.containsKey(p.getId()))
-                            result.put(p.getId(), p);
-                    });
+            } else if (p != null && p.getId() != null && !result.containsKey(p.getId()))
+              result.put(p.getId(), p);
+          });
 
-        return new ArrayList<>(result.values());
-    }
+    return new ArrayList<>(result.values());
+  }
 }
diff --git a/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/scholexplorer/DLIPublication.java b/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/scholexplorer/DLIPublication.java
index 6b2d440bc6..2cfb6515cc 100644
--- a/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/scholexplorer/DLIPublication.java
+++ b/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/scholexplorer/DLIPublication.java
@@ -8,82 +8,74 @@ import org.apache.commons.lang3.StringUtils;
 
 public class DLIPublication extends Publication implements Serializable {
 
-    private String originalObjIdentifier;
+  private String originalObjIdentifier;
 
-    private List<ProvenaceInfo> dlicollectedfrom;
+  private List<ProvenaceInfo> dlicollectedfrom;
 
-    private String completionStatus;
+  private String completionStatus;
 
-    public String getCompletionStatus() {
-        return completionStatus;
-    }
+  public String getCompletionStatus() {
+    return completionStatus;
+  }
 
-    public void setCompletionStatus(String completionStatus) {
-        this.completionStatus = completionStatus;
-    }
+  public void setCompletionStatus(String completionStatus) {
+    this.completionStatus = completionStatus;
+  }
 
-    public List<ProvenaceInfo> getDlicollectedfrom() {
-        return dlicollectedfrom;
-    }
+  public List<ProvenaceInfo> getDlicollectedfrom() {
+    return dlicollectedfrom;
+  }
 
-    public void setDlicollectedfrom(List<ProvenaceInfo> dlicollectedfrom) {
-        this.dlicollectedfrom = dlicollectedfrom;
-    }
+  public void setDlicollectedfrom(List<ProvenaceInfo> dlicollectedfrom) {
+    this.dlicollectedfrom = dlicollectedfrom;
+  }
 
-    public String getOriginalObjIdentifier() {
-        return originalObjIdentifier;
-    }
+  public String getOriginalObjIdentifier() {
+    return originalObjIdentifier;
+  }
 
-    public void setOriginalObjIdentifier(String originalObjIdentifier) {
-        this.originalObjIdentifier = originalObjIdentifier;
-    }
+  public void setOriginalObjIdentifier(String originalObjIdentifier) {
+    this.originalObjIdentifier = originalObjIdentifier;
+  }
 
-    @Override
-    public void mergeFrom(OafEntity e) {
-        super.mergeFrom(e);
-        DLIPublication p = (DLIPublication) e;
-        if (StringUtils.isBlank(completionStatus) && StringUtils.isNotBlank(p.completionStatus))
-            completionStatus = p.completionStatus;
-        if ("complete".equalsIgnoreCase(p.completionStatus)) completionStatus = "complete";
-        dlicollectedfrom = mergeProvenance(dlicollectedfrom, p.getDlicollectedfrom());
-    }
+  @Override
+  public void mergeFrom(OafEntity e) {
+    super.mergeFrom(e);
+    DLIPublication p = (DLIPublication) e;
+    if (StringUtils.isBlank(completionStatus) && StringUtils.isNotBlank(p.completionStatus))
+      completionStatus = p.completionStatus;
+    if ("complete".equalsIgnoreCase(p.completionStatus)) completionStatus = "complete";
+    dlicollectedfrom = mergeProvenance(dlicollectedfrom, p.getDlicollectedfrom());
+  }
 
-    private List<ProvenaceInfo> mergeProvenance(
-            final List<ProvenaceInfo> a, final List<ProvenaceInfo> b) {
-        Map<String, ProvenaceInfo> result = new HashMap<>();
-        if (a != null)
-            a.forEach(
-                    p -> {
-                        if (p != null
-                                && StringUtils.isNotBlank(p.getId())
-                                && result.containsKey(p.getId())) {
-                            if ("incomplete"
-                                            .equalsIgnoreCase(
-                                                    result.get(p.getId()).getCompletionStatus())
-                                    && StringUtils.isNotBlank(p.getCompletionStatus())) {
-                                result.put(p.getId(), p);
-                            }
+  private List<ProvenaceInfo> mergeProvenance(
+      final List<ProvenaceInfo> a, final List<ProvenaceInfo> b) {
+    Map<String, ProvenaceInfo> result = new HashMap<>();
+    if (a != null)
+      a.forEach(
+          p -> {
+            if (p != null && StringUtils.isNotBlank(p.getId()) && result.containsKey(p.getId())) {
+              if ("incomplete".equalsIgnoreCase(result.get(p.getId()).getCompletionStatus())
+                  && StringUtils.isNotBlank(p.getCompletionStatus())) {
+                result.put(p.getId(), p);
+              }
 
-                        } else if (p != null && p.getId() != null && !result.containsKey(p.getId()))
-                            result.put(p.getId(), p);
-                    });
-        if (b != null)
-            b.forEach(
-                    p -> {
-                        if (p != null
-                                && StringUtils.isNotBlank(p.getId())
-                                && result.containsKey(p.getId())) {
-                            if ("incomplete"
-                                            .equalsIgnoreCase(
-                                                    result.get(p.getId()).getCompletionStatus())
-                                    && StringUtils.isNotBlank(p.getCompletionStatus())) {
-                                result.put(p.getId(), p);
-                            }
+            } else if (p != null && p.getId() != null && !result.containsKey(p.getId()))
+              result.put(p.getId(), p);
+          });
+    if (b != null)
+      b.forEach(
+          p -> {
+            if (p != null && StringUtils.isNotBlank(p.getId()) && result.containsKey(p.getId())) {
+              if ("incomplete".equalsIgnoreCase(result.get(p.getId()).getCompletionStatus())
+                  && StringUtils.isNotBlank(p.getCompletionStatus())) {
+                result.put(p.getId(), p);
+              }
 
-                        } else if (p != null && p.getId() != null && !result.containsKey(p.getId()))
-                            result.put(p.getId(), p);
-                    });
+            } else if (p != null && p.getId() != null && !result.containsKey(p.getId()))
+              result.put(p.getId(), p);
+          });
 
-        return new ArrayList<>(result.values());
-    }
+    return new ArrayList<>(result.values());
+  }
 }
diff --git a/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/scholexplorer/DLIRelation.java b/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/scholexplorer/DLIRelation.java
index 1a45b64ffe..b58483cbba 100644
--- a/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/scholexplorer/DLIRelation.java
+++ b/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/scholexplorer/DLIRelation.java
@@ -3,13 +3,13 @@ package eu.dnetlib.dhp.schema.scholexplorer;
 import eu.dnetlib.dhp.schema.oaf.Relation;
 
 public class DLIRelation extends Relation {
-    private String dateOfCollection;
+  private String dateOfCollection;
 
-    public String getDateOfCollection() {
-        return dateOfCollection;
-    }
+  public String getDateOfCollection() {
+    return dateOfCollection;
+  }
 
-    public void setDateOfCollection(String dateOfCollection) {
-        this.dateOfCollection = dateOfCollection;
-    }
+  public void setDateOfCollection(String dateOfCollection) {
+    this.dateOfCollection = dateOfCollection;
+  }
 }
diff --git a/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/scholexplorer/DLIUnknown.java b/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/scholexplorer/DLIUnknown.java
index 155a0f6088..6a58ab54ff 100644
--- a/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/scholexplorer/DLIUnknown.java
+++ b/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/scholexplorer/DLIUnknown.java
@@ -11,107 +11,99 @@ import org.apache.commons.lang3.StringUtils;
 
 public class DLIUnknown extends Oaf implements Serializable {
 
-    private String id;
+  private String id;
 
-    private List<StructuredProperty> pid;
+  private List<StructuredProperty> pid;
 
-    private String dateofcollection;
+  private String dateofcollection;
 
-    private String dateoftransformation;
+  private String dateoftransformation;
 
-    private List<ProvenaceInfo> dlicollectedfrom;
+  private List<ProvenaceInfo> dlicollectedfrom;
 
-    private String completionStatus = "incomplete";
+  private String completionStatus = "incomplete";
 
-    public String getCompletionStatus() {
-        return completionStatus;
-    }
+  public String getCompletionStatus() {
+    return completionStatus;
+  }
 
-    public void setCompletionStatus(String completionStatus) {
-        this.completionStatus = completionStatus;
-    }
+  public void setCompletionStatus(String completionStatus) {
+    this.completionStatus = completionStatus;
+  }
 
-    public List<ProvenaceInfo> getDlicollectedfrom() {
-        return dlicollectedfrom;
-    }
+  public List<ProvenaceInfo> getDlicollectedfrom() {
+    return dlicollectedfrom;
+  }
 
-    public void setDlicollectedfrom(List<ProvenaceInfo> dlicollectedfrom) {
-        this.dlicollectedfrom = dlicollectedfrom;
-    }
+  public void setDlicollectedfrom(List<ProvenaceInfo> dlicollectedfrom) {
+    this.dlicollectedfrom = dlicollectedfrom;
+  }
 
-    public String getId() {
-        return id;
-    }
+  public String getId() {
+    return id;
+  }
 
-    public void setId(String id) {
-        this.id = id;
-    }
+  public void setId(String id) {
+    this.id = id;
+  }
 
-    public List<StructuredProperty> getPid() {
-        return pid;
-    }
+  public List<StructuredProperty> getPid() {
+    return pid;
+  }
 
-    public void setPid(List<StructuredProperty> pid) {
-        this.pid = pid;
-    }
+  public void setPid(List<StructuredProperty> pid) {
+    this.pid = pid;
+  }
 
-    public String getDateofcollection() {
-        return dateofcollection;
-    }
+  public String getDateofcollection() {
+    return dateofcollection;
+  }
 
-    public void setDateofcollection(String dateofcollection) {
-        this.dateofcollection = dateofcollection;
-    }
+  public void setDateofcollection(String dateofcollection) {
+    this.dateofcollection = dateofcollection;
+  }
 
-    public String getDateoftransformation() {
-        return dateoftransformation;
-    }
+  public String getDateoftransformation() {
+    return dateoftransformation;
+  }
 
-    public void setDateoftransformation(String dateoftransformation) {
-        this.dateoftransformation = dateoftransformation;
-    }
+  public void setDateoftransformation(String dateoftransformation) {
+    this.dateoftransformation = dateoftransformation;
+  }
 
-    public void mergeFrom(DLIUnknown p) {
-        if ("complete".equalsIgnoreCase(p.completionStatus)) completionStatus = "complete";
-        dlicollectedfrom = mergeProvenance(dlicollectedfrom, p.getDlicollectedfrom());
-    }
+  public void mergeFrom(DLIUnknown p) {
+    if ("complete".equalsIgnoreCase(p.completionStatus)) completionStatus = "complete";
+    dlicollectedfrom = mergeProvenance(dlicollectedfrom, p.getDlicollectedfrom());
+  }
 
-    private List<ProvenaceInfo> mergeProvenance(
-            final List<ProvenaceInfo> a, final List<ProvenaceInfo> b) {
-        Map<String, ProvenaceInfo> result = new HashMap<>();
-        if (a != null)
-            a.forEach(
-                    p -> {
-                        if (p != null
-                                && StringUtils.isNotBlank(p.getId())
-                                && result.containsKey(p.getId())) {
-                            if ("incomplete"
-                                            .equalsIgnoreCase(
-                                                    result.get(p.getId()).getCompletionStatus())
-                                    && StringUtils.isNotBlank(p.getCompletionStatus())) {
-                                result.put(p.getId(), p);
-                            }
+  private List<ProvenaceInfo> mergeProvenance(
+      final List<ProvenaceInfo> a, final List<ProvenaceInfo> b) {
+    Map<String, ProvenaceInfo> result = new HashMap<>();
+    if (a != null)
+      a.forEach(
+          p -> {
+            if (p != null && StringUtils.isNotBlank(p.getId()) && result.containsKey(p.getId())) {
+              if ("incomplete".equalsIgnoreCase(result.get(p.getId()).getCompletionStatus())
+                  && StringUtils.isNotBlank(p.getCompletionStatus())) {
+                result.put(p.getId(), p);
+              }
 
-                        } else if (p != null && p.getId() != null && !result.containsKey(p.getId()))
-                            result.put(p.getId(), p);
-                    });
-        if (b != null)
-            b.forEach(
-                    p -> {
-                        if (p != null
-                                && StringUtils.isNotBlank(p.getId())
-                                && result.containsKey(p.getId())) {
-                            if ("incomplete"
-                                            .equalsIgnoreCase(
-                                                    result.get(p.getId()).getCompletionStatus())
-                                    && StringUtils.isNotBlank(p.getCompletionStatus())) {
-                                result.put(p.getId(), p);
-                            }
+            } else if (p != null && p.getId() != null && !result.containsKey(p.getId()))
+              result.put(p.getId(), p);
+          });
+    if (b != null)
+      b.forEach(
+          p -> {
+            if (p != null && StringUtils.isNotBlank(p.getId()) && result.containsKey(p.getId())) {
+              if ("incomplete".equalsIgnoreCase(result.get(p.getId()).getCompletionStatus())
+                  && StringUtils.isNotBlank(p.getCompletionStatus())) {
+                result.put(p.getId(), p);
+              }
 
-                        } else if (p != null && p.getId() != null && !result.containsKey(p.getId()))
-                            result.put(p.getId(), p);
-                    });
+            } else if (p != null && p.getId() != null && !result.containsKey(p.getId()))
+              result.put(p.getId(), p);
+          });
 
-        return new ArrayList<>(result.values());
-    }
+    return new ArrayList<>(result.values());
+  }
 }
diff --git a/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/scholexplorer/ProvenaceInfo.java b/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/scholexplorer/ProvenaceInfo.java
index 73384378c4..52f7161b94 100644
--- a/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/scholexplorer/ProvenaceInfo.java
+++ b/dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/scholexplorer/ProvenaceInfo.java
@@ -4,43 +4,43 @@ import java.io.Serializable;
 
 public class ProvenaceInfo implements Serializable {
 
-    private String id;
+  private String id;
 
-    private String name;
+  private String name;
 
-    private String completionStatus;
+  private String completionStatus;
 
-    private String collectionMode = "collected";
+  private String collectionMode = "collected";
 
-    public String getId() {
-        return id;
-    }
+  public String getId() {
+    return id;
+  }
 
-    public void setId(String id) {
-        this.id = id;
-    }
+  public void setId(String id) {
+    this.id = id;
+  }
 
-    public String getName() {
-        return name;
-    }
+  public String getName() {
+    return name;
+  }
 
-    public void setName(String name) {
-        this.name = name;
-    }
+  public void setName(String name) {
+    this.name = name;
+  }
 
-    public String getCompletionStatus() {
-        return completionStatus;
-    }
+  public String getCompletionStatus() {
+    return completionStatus;
+  }
 
-    public void setCompletionStatus(String completionStatus) {
-        this.completionStatus = completionStatus;
-    }
+  public void setCompletionStatus(String completionStatus) {
+    this.completionStatus = completionStatus;
+  }
 
-    public String getCollectionMode() {
-        return collectionMode;
-    }
+  public String getCollectionMode() {
+    return collectionMode;
+  }
 
-    public void setCollectionMode(String collectionMode) {
-        this.collectionMode = collectionMode;
-    }
+  public void setCollectionMode(String collectionMode) {
+    this.collectionMode = collectionMode;
+  }
 }
diff --git a/dhp-schemas/src/test/java/eu/dnetlib/dhp/schema/action/AtomicActionTest.java b/dhp-schemas/src/test/java/eu/dnetlib/dhp/schema/action/AtomicActionTest.java
index 30fbe551c5..482c1c223c 100644
--- a/dhp-schemas/src/test/java/eu/dnetlib/dhp/schema/action/AtomicActionTest.java
+++ b/dhp-schemas/src/test/java/eu/dnetlib/dhp/schema/action/AtomicActionTest.java
@@ -11,26 +11,26 @@ import org.junit.jupiter.api.Test;
 /** @author claudio.atzori */
 public class AtomicActionTest {
 
-    @Test
-    public void serializationTest() throws IOException {
+  @Test
+  public void serializationTest() throws IOException {
 
-        Relation rel = new Relation();
-        rel.setSource("1");
-        rel.setTarget("2");
-        rel.setRelType("resultResult");
-        rel.setSubRelType("dedup");
-        rel.setRelClass("merges");
+    Relation rel = new Relation();
+    rel.setSource("1");
+    rel.setTarget("2");
+    rel.setRelType("resultResult");
+    rel.setSubRelType("dedup");
+    rel.setRelClass("merges");
 
-        AtomicAction aa1 = new AtomicAction(Relation.class, rel);
+    AtomicAction aa1 = new AtomicAction(Relation.class, rel);
 
-        final ObjectMapper mapper = new ObjectMapper();
-        String json = mapper.writeValueAsString(aa1);
+    final ObjectMapper mapper = new ObjectMapper();
+    String json = mapper.writeValueAsString(aa1);
 
-        assertTrue(StringUtils.isNotBlank(json));
+    assertTrue(StringUtils.isNotBlank(json));
 
-        AtomicAction aa2 = mapper.readValue(json, AtomicAction.class);
+    AtomicAction aa2 = mapper.readValue(json, AtomicAction.class);
 
-        assertEquals(aa1.getClazz(), aa2.getClazz());
-        assertEquals(aa1.getPayload(), aa2.getPayload());
-    }
+    assertEquals(aa1.getClazz(), aa2.getClazz());
+    assertEquals(aa1.getPayload(), aa2.getPayload());
+  }
 }
diff --git a/dhp-schemas/src/test/java/eu/dnetlib/dhp/schema/common/ModelSupportTest.java b/dhp-schemas/src/test/java/eu/dnetlib/dhp/schema/common/ModelSupportTest.java
index 65b65ebebf..3e07ea87c5 100644
--- a/dhp-schemas/src/test/java/eu/dnetlib/dhp/schema/common/ModelSupportTest.java
+++ b/dhp-schemas/src/test/java/eu/dnetlib/dhp/schema/common/ModelSupportTest.java
@@ -11,25 +11,25 @@ import org.junit.jupiter.api.Test;
 
 public class ModelSupportTest {
 
-    @Nested
-    class IsSubClass {
+  @Nested
+  class IsSubClass {
 
-        @Test
-        public void shouldReturnFalseWhenSubClassDoesNotExtendSuperClass() {
-            // when
-            Boolean result = ModelSupport.isSubClass(Relation.class, OafEntity.class);
+    @Test
+    public void shouldReturnFalseWhenSubClassDoesNotExtendSuperClass() {
+      // when
+      Boolean result = ModelSupport.isSubClass(Relation.class, OafEntity.class);
 
-            // then
-            assertFalse(result);
-        }
-
-        @Test
-        public void shouldReturnTrueWhenSubClassExtendsSuperClass() {
-            // when
-            Boolean result = ModelSupport.isSubClass(Result.class, OafEntity.class);
-
-            // then
-            assertTrue(result);
-        }
+      // then
+      assertFalse(result);
     }
+
+    @Test
+    public void shouldReturnTrueWhenSubClassExtendsSuperClass() {
+      // when
+      Boolean result = ModelSupport.isSubClass(Result.class, OafEntity.class);
+
+      // then
+      assertTrue(result);
+    }
+  }
 }
diff --git a/dhp-schemas/src/test/java/eu/dnetlib/dhp/schema/oaf/MergeTest.java b/dhp-schemas/src/test/java/eu/dnetlib/dhp/schema/oaf/MergeTest.java
index 58ff670bc8..bb5b824f69 100644
--- a/dhp-schemas/src/test/java/eu/dnetlib/dhp/schema/oaf/MergeTest.java
+++ b/dhp-schemas/src/test/java/eu/dnetlib/dhp/schema/oaf/MergeTest.java
@@ -9,78 +9,78 @@ import org.junit.jupiter.api.Test;
 
 public class MergeTest {
 
-    OafEntity oaf;
+  OafEntity oaf;
 
-    @BeforeEach
-    public void setUp() {
-        oaf = new Publication();
-    }
+  @BeforeEach
+  public void setUp() {
+    oaf = new Publication();
+  }
 
-    @Test
-    public void mergeListsTest() {
+  @Test
+  public void mergeListsTest() {
 
-        // string list merge test
-        List<String> a = Arrays.asList("a", "b", "c", "e");
-        List<String> b = Arrays.asList("a", "b", "c", "d");
-        List<String> c = null;
+    // string list merge test
+    List<String> a = Arrays.asList("a", "b", "c", "e");
+    List<String> b = Arrays.asList("a", "b", "c", "d");
+    List<String> c = null;
 
-        System.out.println("merge result 1 = " + oaf.mergeLists(a, b));
+    System.out.println("merge result 1 = " + oaf.mergeLists(a, b));
 
-        System.out.println("merge result 2 = " + oaf.mergeLists(a, c));
+    System.out.println("merge result 2 = " + oaf.mergeLists(a, c));
 
-        System.out.println("merge result 3 = " + oaf.mergeLists(c, c));
-    }
+    System.out.println("merge result 3 = " + oaf.mergeLists(c, c));
+  }
 
-    @Test
-    public void mergePublicationCollectedFromTest() {
+  @Test
+  public void mergePublicationCollectedFromTest() {
 
-        Publication a = new Publication();
-        Publication b = new Publication();
+    Publication a = new Publication();
+    Publication b = new Publication();
 
-        a.setCollectedfrom(Arrays.asList(setKV("a", "open"), setKV("b", "closed")));
-        b.setCollectedfrom(Arrays.asList(setKV("A", "open"), setKV("b", "Open")));
+    a.setCollectedfrom(Arrays.asList(setKV("a", "open"), setKV("b", "closed")));
+    b.setCollectedfrom(Arrays.asList(setKV("A", "open"), setKV("b", "Open")));
 
-        a.mergeFrom(b);
+    a.mergeFrom(b);
 
-        assertNotNull(a.getCollectedfrom());
-        assertEquals(3, a.getCollectedfrom().size());
-    }
+    assertNotNull(a.getCollectedfrom());
+    assertEquals(3, a.getCollectedfrom().size());
+  }
 
-    @Test
-    public void mergePublicationSubjectTest() {
+  @Test
+  public void mergePublicationSubjectTest() {
 
-        Publication a = new Publication();
-        Publication b = new Publication();
+    Publication a = new Publication();
+    Publication b = new Publication();
 
-        a.setSubject(Arrays.asList(setSP("a", "open", "classe"), setSP("b", "open", "classe")));
-        b.setSubject(Arrays.asList(setSP("A", "open", "classe"), setSP("c", "open", "classe")));
+    a.setSubject(Arrays.asList(setSP("a", "open", "classe"), setSP("b", "open", "classe")));
+    b.setSubject(Arrays.asList(setSP("A", "open", "classe"), setSP("c", "open", "classe")));
 
-        a.mergeFrom(b);
+    a.mergeFrom(b);
 
-        assertNotNull(a.getSubject());
-        assertEquals(3, a.getSubject().size());
-    }
+    assertNotNull(a.getSubject());
+    assertEquals(3, a.getSubject().size());
+  }
 
-    private KeyValue setKV(final String key, final String value) {
+  private KeyValue setKV(final String key, final String value) {
 
-        KeyValue k = new KeyValue();
+    KeyValue k = new KeyValue();
 
-        k.setKey(key);
-        k.setValue(value);
+    k.setKey(key);
+    k.setValue(value);
 
-        return k;
-    }
+    return k;
+  }
 
-    private StructuredProperty setSP(
-            final String value, final String schema, final String classname) {
-        StructuredProperty s = new StructuredProperty();
-        s.setValue(value);
-        Qualifier q = new Qualifier();
-        q.setClassname(classname);
-        q.setClassid(classname);
-        q.setSchemename(schema);
-        q.setSchemeid(schema);
-        s.setQualifier(q);
-        return s;
-    }
+  private StructuredProperty setSP(
+      final String value, final String schema, final String classname) {
+    StructuredProperty s = new StructuredProperty();
+    s.setValue(value);
+    Qualifier q = new Qualifier();
+    q.setClassname(classname);
+    q.setClassid(classname);
+    q.setSchemename(schema);
+    q.setSchemeid(schema);
+    s.setQualifier(q);
+    return s;
+  }
 }
diff --git a/dhp-schemas/src/test/java/eu/dnetlib/dhp/schema/scholexplorer/DLItest.java b/dhp-schemas/src/test/java/eu/dnetlib/dhp/schema/scholexplorer/DLItest.java
index 63d3135dbc..4f82cfe101 100644
--- a/dhp-schemas/src/test/java/eu/dnetlib/dhp/schema/scholexplorer/DLItest.java
+++ b/dhp-schemas/src/test/java/eu/dnetlib/dhp/schema/scholexplorer/DLItest.java
@@ -13,64 +13,64 @@ import org.junit.jupiter.api.Test;
 
 public class DLItest {
 
-    @Test
-    public void testMergePublication() throws JsonProcessingException {
-        DLIPublication a1 = new DLIPublication();
-        a1.setPid(Arrays.asList(createSP("123456", "pdb", "dnet:pid_types")));
-        a1.setTitle(Collections.singletonList(createSP("Un Titolo", "title", "dnetTitle")));
-        a1.setDlicollectedfrom(Arrays.asList(createCollectedFrom("znd", "Zenodo", "complete")));
-        a1.setCompletionStatus("complete");
+  @Test
+  public void testMergePublication() throws JsonProcessingException {
+    DLIPublication a1 = new DLIPublication();
+    a1.setPid(Arrays.asList(createSP("123456", "pdb", "dnet:pid_types")));
+    a1.setTitle(Collections.singletonList(createSP("Un Titolo", "title", "dnetTitle")));
+    a1.setDlicollectedfrom(Arrays.asList(createCollectedFrom("znd", "Zenodo", "complete")));
+    a1.setCompletionStatus("complete");
 
-        DLIPublication a = new DLIPublication();
-        a.setPid(
-                Arrays.asList(
-                        createSP("10.11", "doi", "dnet:pid_types"),
-                        createSP("123456", "pdb", "dnet:pid_types")));
-        a.setTitle(Collections.singletonList(createSP("A Title", "title", "dnetTitle")));
-        a.setDlicollectedfrom(
-                Arrays.asList(
-                        createCollectedFrom("dct", "datacite", "complete"),
-                        createCollectedFrom("dct", "datacite", "incomplete")));
-        a.setCompletionStatus("incomplete");
+    DLIPublication a = new DLIPublication();
+    a.setPid(
+        Arrays.asList(
+            createSP("10.11", "doi", "dnet:pid_types"),
+            createSP("123456", "pdb", "dnet:pid_types")));
+    a.setTitle(Collections.singletonList(createSP("A Title", "title", "dnetTitle")));
+    a.setDlicollectedfrom(
+        Arrays.asList(
+            createCollectedFrom("dct", "datacite", "complete"),
+            createCollectedFrom("dct", "datacite", "incomplete")));
+    a.setCompletionStatus("incomplete");
 
-        a.mergeFrom(a1);
+    a.mergeFrom(a1);
 
-        ObjectMapper mapper = new ObjectMapper();
-        System.out.println(mapper.writeValueAsString(a));
-    }
+    ObjectMapper mapper = new ObjectMapper();
+    System.out.println(mapper.writeValueAsString(a));
+  }
 
-    @Test
-    public void testDeserialization() throws IOException {
+  @Test
+  public void testDeserialization() throws IOException {
 
-        final String json =
-                "{\"dataInfo\":{\"invisible\":false,\"inferred\":null,\"deletedbyinference\":false,\"trust\":\"0.9\",\"inferenceprovenance\":null,\"provenanceaction\":null},\"lastupdatetimestamp\":null,\"id\":\"60|bd9352547098929a394655ad1a44a479\",\"originalId\":[\"bd9352547098929a394655ad1a44a479\"],\"collectedfrom\":[{\"key\":\"dli_________::datacite\",\"value\":\"Datasets in Datacite\",\"dataInfo\":null,\"blank\":false}],\"pid\":[{\"value\":\"10.7925/DRS1.DUCHAS_5078760\",\"qualifier\":{\"classid\":\"doi\",\"classname\":\"doi\",\"schemeid\":\"dnet:pid_types\",\"schemename\":\"dnet:pid_types\",\"blank\":false},\"dataInfo\":null}],\"dateofcollection\":\"2020-01-09T08:29:31.885Z\",\"dateoftransformation\":null,\"extraInfo\":null,\"oaiprovenance\":null,\"author\":[{\"fullname\":\"Cathail, S. Ó\",\"name\":null,\"surname\":null,\"rank\":null,\"pid\":null,\"affiliation\":null},{\"fullname\":\"Donnell, Breda Mc\",\"name\":null,\"surname\":null,\"rank\":null,\"pid\":null,\"affiliation\":null},{\"fullname\":\"Ireland. Department of Arts, Culture, and the Gaeltacht\",\"name\":null,\"surname\":null,\"rank\":null,\"pid\":null,\"affiliation\":null},{\"fullname\":\"University College Dublin\",\"name\":null,\"surname\":null,\"rank\":null,\"pid\":null,\"affiliation\":null},{\"fullname\":\"National Folklore Foundation\",\"name\":null,\"surname\":null,\"rank\":null,\"pid\":null,\"affiliation\":null},{\"fullname\":\"Cathail, S. Ó\",\"name\":null,\"surname\":null,\"rank\":null,\"pid\":null,\"affiliation\":null},{\"fullname\":\"Donnell, Breda Mc\",\"name\":null,\"surname\":null,\"rank\":null,\"pid\":null,\"affiliation\":null}],\"resulttype\":null,\"language\":null,\"country\":null,\"subject\":[{\"value\":\"Recreation\",\"qualifier\":{\"classid\":\"dnet:subject\",\"classname\":\"dnet:subject\",\"schemeid\":\"unknown\",\"schemename\":\"unknown\",\"blank\":false},\"dataInfo\":null},{\"value\":\"Entertainments and recreational activities\",\"qualifier\":{\"classid\":\"dnet:subject\",\"classname\":\"dnet:subject\",\"schemeid\":\"unknown\",\"schemename\":\"unknown\",\"blank\":false},\"dataInfo\":null},{\"value\":\"Siamsaíocht agus caitheamh aimsire\",\"qualifier\":{\"classid\":\"dnet:subject\",\"classname\":\"dnet:subject\",\"schemeid\":\"unknown\",\"schemename\":\"unknown\",\"blank\":false},\"dataInfo\":null}],\"title\":[{\"value\":\"Games We Play\",\"qualifier\":null,\"dataInfo\":null}],\"relevantdate\":[{\"value\":\"1938-09-28\",\"qualifier\":{\"classid\":\"date\",\"classname\":\"date\",\"schemeid\":\"dnet::date\",\"schemename\":\"dnet::date\",\"blank\":false},\"dataInfo\":null}],\"description\":[{\"value\":\"Story collected by Breda Mc Donnell, a student at Tenure school (Tinure, Co. Louth) (no informant identified).\",\"dataInfo\":null}],\"dateofacceptance\":null,\"publisher\":{\"value\":\"University College Dublin\",\"dataInfo\":null},\"embargoenddate\":null,\"source\":null,\"fulltext\":null,\"format\":null,\"contributor\":null,\"resourcetype\":null,\"coverage\":null,\"refereed\":null,\"context\":null,\"processingchargeamount\":null,\"processingchargecurrency\":null,\"externalReference\":null,\"instance\":[],\"storagedate\":null,\"device\":null,\"size\":null,\"version\":null,\"lastmetadataupdate\":null,\"metadataversionnumber\":null,\"geolocation\":null,\"dlicollectedfrom\":[{\"id\":\"dli_________::datacite\",\"name\":\"Datasets in Datacite\",\"completionStatus\":\"complete\",\"collectionMode\":\"resolved\"}],\"completionStatus\":\"complete\"}";
+    final String json =
+        "{\"dataInfo\":{\"invisible\":false,\"inferred\":null,\"deletedbyinference\":false,\"trust\":\"0.9\",\"inferenceprovenance\":null,\"provenanceaction\":null},\"lastupdatetimestamp\":null,\"id\":\"60|bd9352547098929a394655ad1a44a479\",\"originalId\":[\"bd9352547098929a394655ad1a44a479\"],\"collectedfrom\":[{\"key\":\"dli_________::datacite\",\"value\":\"Datasets in Datacite\",\"dataInfo\":null,\"blank\":false}],\"pid\":[{\"value\":\"10.7925/DRS1.DUCHAS_5078760\",\"qualifier\":{\"classid\":\"doi\",\"classname\":\"doi\",\"schemeid\":\"dnet:pid_types\",\"schemename\":\"dnet:pid_types\",\"blank\":false},\"dataInfo\":null}],\"dateofcollection\":\"2020-01-09T08:29:31.885Z\",\"dateoftransformation\":null,\"extraInfo\":null,\"oaiprovenance\":null,\"author\":[{\"fullname\":\"Cathail, S. Ó\",\"name\":null,\"surname\":null,\"rank\":null,\"pid\":null,\"affiliation\":null},{\"fullname\":\"Donnell, Breda Mc\",\"name\":null,\"surname\":null,\"rank\":null,\"pid\":null,\"affiliation\":null},{\"fullname\":\"Ireland. Department of Arts, Culture, and the Gaeltacht\",\"name\":null,\"surname\":null,\"rank\":null,\"pid\":null,\"affiliation\":null},{\"fullname\":\"University College Dublin\",\"name\":null,\"surname\":null,\"rank\":null,\"pid\":null,\"affiliation\":null},{\"fullname\":\"National Folklore Foundation\",\"name\":null,\"surname\":null,\"rank\":null,\"pid\":null,\"affiliation\":null},{\"fullname\":\"Cathail, S. Ó\",\"name\":null,\"surname\":null,\"rank\":null,\"pid\":null,\"affiliation\":null},{\"fullname\":\"Donnell, Breda Mc\",\"name\":null,\"surname\":null,\"rank\":null,\"pid\":null,\"affiliation\":null}],\"resulttype\":null,\"language\":null,\"country\":null,\"subject\":[{\"value\":\"Recreation\",\"qualifier\":{\"classid\":\"dnet:subject\",\"classname\":\"dnet:subject\",\"schemeid\":\"unknown\",\"schemename\":\"unknown\",\"blank\":false},\"dataInfo\":null},{\"value\":\"Entertainments and recreational activities\",\"qualifier\":{\"classid\":\"dnet:subject\",\"classname\":\"dnet:subject\",\"schemeid\":\"unknown\",\"schemename\":\"unknown\",\"blank\":false},\"dataInfo\":null},{\"value\":\"Siamsaíocht agus caitheamh aimsire\",\"qualifier\":{\"classid\":\"dnet:subject\",\"classname\":\"dnet:subject\",\"schemeid\":\"unknown\",\"schemename\":\"unknown\",\"blank\":false},\"dataInfo\":null}],\"title\":[{\"value\":\"Games We Play\",\"qualifier\":null,\"dataInfo\":null}],\"relevantdate\":[{\"value\":\"1938-09-28\",\"qualifier\":{\"classid\":\"date\",\"classname\":\"date\",\"schemeid\":\"dnet::date\",\"schemename\":\"dnet::date\",\"blank\":false},\"dataInfo\":null}],\"description\":[{\"value\":\"Story collected by Breda Mc Donnell, a student at Tenure school (Tinure, Co. Louth) (no informant identified).\",\"dataInfo\":null}],\"dateofacceptance\":null,\"publisher\":{\"value\":\"University College Dublin\",\"dataInfo\":null},\"embargoenddate\":null,\"source\":null,\"fulltext\":null,\"format\":null,\"contributor\":null,\"resourcetype\":null,\"coverage\":null,\"refereed\":null,\"context\":null,\"processingchargeamount\":null,\"processingchargecurrency\":null,\"externalReference\":null,\"instance\":[],\"storagedate\":null,\"device\":null,\"size\":null,\"version\":null,\"lastmetadataupdate\":null,\"metadataversionnumber\":null,\"geolocation\":null,\"dlicollectedfrom\":[{\"id\":\"dli_________::datacite\",\"name\":\"Datasets in Datacite\",\"completionStatus\":\"complete\",\"collectionMode\":\"resolved\"}],\"completionStatus\":\"complete\"}";
 
-        ObjectMapper mapper = new ObjectMapper();
-        mapper.configure(DeserializationFeature.FAIL_ON_UNKNOWN_PROPERTIES, false);
-        DLIDataset dliDataset = mapper.readValue(json, DLIDataset.class);
-        mapper.enable(SerializationFeature.INDENT_OUTPUT);
-        System.out.println(mapper.writeValueAsString(dliDataset));
-    }
+    ObjectMapper mapper = new ObjectMapper();
+    mapper.configure(DeserializationFeature.FAIL_ON_UNKNOWN_PROPERTIES, false);
+    DLIDataset dliDataset = mapper.readValue(json, DLIDataset.class);
+    mapper.enable(SerializationFeature.INDENT_OUTPUT);
+    System.out.println(mapper.writeValueAsString(dliDataset));
+  }
 
-    private ProvenaceInfo createCollectedFrom(
-            final String id, final String name, final String completionStatus) {
-        ProvenaceInfo p = new ProvenaceInfo();
-        p.setId(id);
-        p.setName(name);
-        p.setCompletionStatus(completionStatus);
-        return p;
-    }
+  private ProvenaceInfo createCollectedFrom(
+      final String id, final String name, final String completionStatus) {
+    ProvenaceInfo p = new ProvenaceInfo();
+    p.setId(id);
+    p.setName(name);
+    p.setCompletionStatus(completionStatus);
+    return p;
+  }
 
-    private StructuredProperty createSP(
-            final String value, final String className, final String schemeName) {
-        StructuredProperty p = new StructuredProperty();
-        p.setValue(value);
-        Qualifier schema = new Qualifier();
-        schema.setClassname(className);
-        schema.setClassid(className);
-        schema.setSchemename(schemeName);
-        schema.setSchemeid(schemeName);
-        p.setQualifier(schema);
-        return p;
-    }
+  private StructuredProperty createSP(
+      final String value, final String className, final String schemeName) {
+    StructuredProperty p = new StructuredProperty();
+    p.setValue(value);
+    Qualifier schema = new Qualifier();
+    schema.setClassname(className);
+    schema.setClassid(className);
+    schema.setSchemename(schemeName);
+    schema.setSchemeid(schemeName);
+    p.setQualifier(schema);
+    return p;
+  }
 }
diff --git a/dhp-workflows/dhp-actionmanager/src/main/java/eu/dnetlib/dhp/actionmanager/ISClient.java b/dhp-workflows/dhp-actionmanager/src/main/java/eu/dnetlib/dhp/actionmanager/ISClient.java
index f3a8763886..42ca86f5fc 100644
--- a/dhp-workflows/dhp-actionmanager/src/main/java/eu/dnetlib/dhp/actionmanager/ISClient.java
+++ b/dhp-workflows/dhp-actionmanager/src/main/java/eu/dnetlib/dhp/actionmanager/ISClient.java
@@ -24,116 +24,116 @@ import org.slf4j.LoggerFactory;
 
 public class ISClient implements Serializable {
 
-    private static final Logger log =
-            LoggerFactory.getLogger(PartitionActionSetsByPayloadTypeJob.class);
+  private static final Logger log =
+      LoggerFactory.getLogger(PartitionActionSetsByPayloadTypeJob.class);
 
-    private static final String INPUT_ACTION_SET_ID_SEPARATOR = ",";
+  private static final String INPUT_ACTION_SET_ID_SEPARATOR = ",";
 
-    private ISLookUpService isLookup;
+  private ISLookUpService isLookup;
 
-    public ISClient(String isLookupUrl) {
-        isLookup = ISLookupClientFactory.getLookUpService(isLookupUrl);
+  public ISClient(String isLookupUrl) {
+    isLookup = ISLookupClientFactory.getLookUpService(isLookupUrl);
+  }
+
+  public List<String> getLatestRawsetPaths(String setIds) {
+
+    List<String> ids =
+        Lists.newArrayList(
+            Splitter.on(INPUT_ACTION_SET_ID_SEPARATOR)
+                .omitEmptyStrings()
+                .trimResults()
+                .split(setIds));
+
+    return ids.stream()
+        .map(id -> getSet(isLookup, id))
+        .map(as -> as.getPathToLatest())
+        .collect(Collectors.toCollection(ArrayList::new));
+  }
+
+  private ActionManagerSet getSet(ISLookUpService isLookup, final String setId) {
+
+    final String q =
+        "for $x in collection('/db/DRIVER/ActionManagerSetDSResources/ActionManagerSetDSResourceType') "
+            + "where $x//SET/@id = '"
+            + setId
+            + "' return $x";
+
+    try {
+      final String basePath = getBasePathHDFS(isLookup);
+      final String setProfile = isLookup.getResourceProfileByQuery(q);
+      return getActionManagerSet(basePath, setProfile);
+    } catch (ISLookUpException | ActionManagerException e) {
+      throw new RuntimeException("Error accessing Sets, using query: " + q);
     }
+  }
 
-    public List<String> getLatestRawsetPaths(String setIds) {
+  private ActionManagerSet getActionManagerSet(final String basePath, final String profile)
+      throws ActionManagerException {
+    final SAXReader reader = new SAXReader();
+    final ActionManagerSet set = new ActionManagerSet();
 
-        List<String> ids =
-                Lists.newArrayList(
-                        Splitter.on(INPUT_ACTION_SET_ID_SEPARATOR)
-                                .omitEmptyStrings()
-                                .trimResults()
-                                .split(setIds));
+    try {
+      final Document doc = reader.read(new StringReader(profile));
 
-        return ids.stream()
-                .map(id -> getSet(isLookup, id))
-                .map(as -> as.getPathToLatest())
-                .collect(Collectors.toCollection(ArrayList::new));
-    }
-
-    private ActionManagerSet getSet(ISLookUpService isLookup, final String setId) {
-
-        final String q =
-                "for $x in collection('/db/DRIVER/ActionManagerSetDSResources/ActionManagerSetDSResourceType') "
-                        + "where $x//SET/@id = '"
-                        + setId
-                        + "' return $x";
-
-        try {
-            final String basePath = getBasePathHDFS(isLookup);
-            final String setProfile = isLookup.getResourceProfileByQuery(q);
-            return getActionManagerSet(basePath, setProfile);
-        } catch (ISLookUpException | ActionManagerException e) {
-            throw new RuntimeException("Error accessing Sets, using query: " + q);
+      set.setId(doc.valueOf("//SET/@id").trim());
+      set.setName(doc.valueOf("//SET").trim());
+      set.setImpact(ImpactTypes.valueOf(doc.valueOf("//IMPACT").trim()));
+      set.setLatest(
+          doc.valueOf("//RAW_SETS/LATEST/@id"),
+          doc.valueOf("//RAW_SETS/LATEST/@creationDate"),
+          doc.valueOf("//RAW_SETS/LATEST/@lastUpdate"));
+      set.setDirectory(doc.valueOf("//SET/@directory"));
+      final List expiredNodes = doc.selectNodes("//RAW_SETS/EXPIRED");
+      if (expiredNodes != null) {
+        for (int i = 0; i < expiredNodes.size(); i++) {
+          Element ex = (Element) expiredNodes.get(i);
+          set.addExpired(
+              ex.attributeValue("id"),
+              ex.attributeValue("creationDate"),
+              ex.attributeValue("lastUpdate"));
         }
+      }
+
+      final StringBuilder sb = new StringBuilder();
+      sb.append(basePath);
+      sb.append("/");
+      sb.append(doc.valueOf("//SET/@directory"));
+      sb.append("/");
+      sb.append(doc.valueOf("//RAW_SETS/LATEST/@id"));
+      set.setPathToLatest(sb.toString());
+
+      return set;
+    } catch (Exception e) {
+      throw new ActionManagerException("Error creating set from profile: " + profile, e);
     }
+  }
 
-    private ActionManagerSet getActionManagerSet(final String basePath, final String profile)
-            throws ActionManagerException {
-        final SAXReader reader = new SAXReader();
-        final ActionManagerSet set = new ActionManagerSet();
+  private String getBasePathHDFS(ISLookUpService isLookup) throws ActionManagerException {
+    return queryServiceProperty(isLookup, "basePath");
+  }
 
-        try {
-            final Document doc = reader.read(new StringReader(profile));
-
-            set.setId(doc.valueOf("//SET/@id").trim());
-            set.setName(doc.valueOf("//SET").trim());
-            set.setImpact(ImpactTypes.valueOf(doc.valueOf("//IMPACT").trim()));
-            set.setLatest(
-                    doc.valueOf("//RAW_SETS/LATEST/@id"),
-                    doc.valueOf("//RAW_SETS/LATEST/@creationDate"),
-                    doc.valueOf("//RAW_SETS/LATEST/@lastUpdate"));
-            set.setDirectory(doc.valueOf("//SET/@directory"));
-            final List expiredNodes = doc.selectNodes("//RAW_SETS/EXPIRED");
-            if (expiredNodes != null) {
-                for (int i = 0; i < expiredNodes.size(); i++) {
-                    Element ex = (Element) expiredNodes.get(i);
-                    set.addExpired(
-                            ex.attributeValue("id"),
-                            ex.attributeValue("creationDate"),
-                            ex.attributeValue("lastUpdate"));
-                }
-            }
-
-            final StringBuilder sb = new StringBuilder();
-            sb.append(basePath);
-            sb.append("/");
-            sb.append(doc.valueOf("//SET/@directory"));
-            sb.append("/");
-            sb.append(doc.valueOf("//RAW_SETS/LATEST/@id"));
-            set.setPathToLatest(sb.toString());
-
-            return set;
-        } catch (Exception e) {
-            throw new ActionManagerException("Error creating set from profile: " + profile, e);
-        }
-    }
-
-    private String getBasePathHDFS(ISLookUpService isLookup) throws ActionManagerException {
-        return queryServiceProperty(isLookup, "basePath");
-    }
-
-    private String queryServiceProperty(ISLookUpService isLookup, final String propertyName)
-            throws ActionManagerException {
-        final String q =
-                "for $x in /RESOURCE_PROFILE[.//RESOURCE_TYPE/@value='ActionManagerServiceResourceType'] return $x//SERVICE_PROPERTIES/PROPERTY[./@ key='"
-                        + propertyName
-                        + "']/@value/string()";
-        log.debug("quering for service property: " + q);
-        try {
-            final List<String> value = isLookup.quickSearchProfile(q);
-            return Iterables.getOnlyElement(value);
-        } catch (ISLookUpException e) {
-            String msg = "Error accessing service profile, using query: " + q;
-            log.error(msg, e);
-            throw new ActionManagerException(msg, e);
-        } catch (NoSuchElementException e) {
-            String msg = "missing service property: " + propertyName;
-            log.error(msg, e);
-            throw new ActionManagerException(msg, e);
-        } catch (IllegalArgumentException e) {
-            String msg = "found more than one service property: " + propertyName;
-            log.error(msg, e);
-            throw new ActionManagerException(msg, e);
-        }
+  private String queryServiceProperty(ISLookUpService isLookup, final String propertyName)
+      throws ActionManagerException {
+    final String q =
+        "for $x in /RESOURCE_PROFILE[.//RESOURCE_TYPE/@value='ActionManagerServiceResourceType'] return $x//SERVICE_PROPERTIES/PROPERTY[./@ key='"
+            + propertyName
+            + "']/@value/string()";
+    log.debug("quering for service property: " + q);
+    try {
+      final List<String> value = isLookup.quickSearchProfile(q);
+      return Iterables.getOnlyElement(value);
+    } catch (ISLookUpException e) {
+      String msg = "Error accessing service profile, using query: " + q;
+      log.error(msg, e);
+      throw new ActionManagerException(msg, e);
+    } catch (NoSuchElementException e) {
+      String msg = "missing service property: " + propertyName;
+      log.error(msg, e);
+      throw new ActionManagerException(msg, e);
+    } catch (IllegalArgumentException e) {
+      String msg = "found more than one service property: " + propertyName;
+      log.error(msg, e);
+      throw new ActionManagerException(msg, e);
     }
+  }
 }
diff --git a/dhp-workflows/dhp-actionmanager/src/main/java/eu/dnetlib/dhp/actionmanager/migration/LicenseComparator.java b/dhp-workflows/dhp-actionmanager/src/main/java/eu/dnetlib/dhp/actionmanager/migration/LicenseComparator.java
index 8998a090dc..ae498c4118 100644
--- a/dhp-workflows/dhp-actionmanager/src/main/java/eu/dnetlib/dhp/actionmanager/migration/LicenseComparator.java
+++ b/dhp-workflows/dhp-actionmanager/src/main/java/eu/dnetlib/dhp/actionmanager/migration/LicenseComparator.java
@@ -5,43 +5,43 @@ import java.util.Comparator;
 
 public class LicenseComparator implements Comparator<Qualifier> {
 
-    @Override
-    public int compare(Qualifier left, Qualifier right) {
+  @Override
+  public int compare(Qualifier left, Qualifier right) {
 
-        if (left == null && right == null) return 0;
-        if (left == null) return 1;
-        if (right == null) return -1;
+    if (left == null && right == null) return 0;
+    if (left == null) return 1;
+    if (right == null) return -1;
 
-        String lClass = left.getClassid();
-        String rClass = right.getClassid();
+    String lClass = left.getClassid();
+    String rClass = right.getClassid();
 
-        if (lClass.equals(rClass)) return 0;
+    if (lClass.equals(rClass)) return 0;
 
-        if (lClass.equals("OPEN SOURCE")) return -1;
-        if (rClass.equals("OPEN SOURCE")) return 1;
+    if (lClass.equals("OPEN SOURCE")) return -1;
+    if (rClass.equals("OPEN SOURCE")) return 1;
 
-        if (lClass.equals("OPEN")) return -1;
-        if (rClass.equals("OPEN")) return 1;
+    if (lClass.equals("OPEN")) return -1;
+    if (rClass.equals("OPEN")) return 1;
 
-        if (lClass.equals("6MONTHS")) return -1;
-        if (rClass.equals("6MONTHS")) return 1;
+    if (lClass.equals("6MONTHS")) return -1;
+    if (rClass.equals("6MONTHS")) return 1;
 
-        if (lClass.equals("12MONTHS")) return -1;
-        if (rClass.equals("12MONTHS")) return 1;
+    if (lClass.equals("12MONTHS")) return -1;
+    if (rClass.equals("12MONTHS")) return 1;
 
-        if (lClass.equals("EMBARGO")) return -1;
-        if (rClass.equals("EMBARGO")) return 1;
+    if (lClass.equals("EMBARGO")) return -1;
+    if (rClass.equals("EMBARGO")) return 1;
 
-        if (lClass.equals("RESTRICTED")) return -1;
-        if (rClass.equals("RESTRICTED")) return 1;
+    if (lClass.equals("RESTRICTED")) return -1;
+    if (rClass.equals("RESTRICTED")) return 1;
 
-        if (lClass.equals("CLOSED")) return -1;
-        if (rClass.equals("CLOSED")) return 1;
+    if (lClass.equals("CLOSED")) return -1;
+    if (rClass.equals("CLOSED")) return 1;
 
-        if (lClass.equals("UNKNOWN")) return -1;
-        if (rClass.equals("UNKNOWN")) return 1;
+    if (lClass.equals("UNKNOWN")) return -1;
+    if (rClass.equals("UNKNOWN")) return 1;
 
-        // Else (but unlikely), lexicographical ordering will do.
-        return lClass.compareTo(rClass);
-    }
+    // Else (but unlikely), lexicographical ordering will do.
+    return lClass.compareTo(rClass);
+  }
 }
diff --git a/dhp-workflows/dhp-actionmanager/src/main/java/eu/dnetlib/dhp/actionmanager/migration/MigrateActionSet.java b/dhp-workflows/dhp-actionmanager/src/main/java/eu/dnetlib/dhp/actionmanager/migration/MigrateActionSet.java
index db1bed48a9..43ad7c5e36 100644
--- a/dhp-workflows/dhp-actionmanager/src/main/java/eu/dnetlib/dhp/actionmanager/migration/MigrateActionSet.java
+++ b/dhp-workflows/dhp-actionmanager/src/main/java/eu/dnetlib/dhp/actionmanager/migration/MigrateActionSet.java
@@ -27,175 +27,162 @@ import org.slf4j.LoggerFactory;
 
 public class MigrateActionSet {
 
-    private static final Logger log = LoggerFactory.getLogger(MigrateActionSet.class);
+  private static final Logger log = LoggerFactory.getLogger(MigrateActionSet.class);
 
-    private static final String SEPARATOR = "/";
-    private static final String TARGET_PATHS = "target_paths";
-    private static final String RAWSET_PREFIX = "rawset_";
+  private static final String SEPARATOR = "/";
+  private static final String TARGET_PATHS = "target_paths";
+  private static final String RAWSET_PREFIX = "rawset_";
 
-    public static void main(String[] args) throws Exception {
-        final ArgumentApplicationParser parser =
-                new ArgumentApplicationParser(
-                        IOUtils.toString(
-                                MigrateActionSet.class.getResourceAsStream(
-                                        "/eu/dnetlib/dhp/actionmanager/migration/migrate_actionsets_parameters.json")));
-        parser.parseArgument(args);
+  public static void main(String[] args) throws Exception {
+    final ArgumentApplicationParser parser =
+        new ArgumentApplicationParser(
+            IOUtils.toString(
+                MigrateActionSet.class.getResourceAsStream(
+                    "/eu/dnetlib/dhp/actionmanager/migration/migrate_actionsets_parameters.json")));
+    parser.parseArgument(args);
 
-        new MigrateActionSet().run(parser);
-    }
+    new MigrateActionSet().run(parser);
+  }
 
-    private void run(ArgumentApplicationParser parser) throws Exception {
+  private void run(ArgumentApplicationParser parser) throws Exception {
 
-        final String isLookupUrl = parser.get("isLookupUrl");
-        final String sourceNN = parser.get("sourceNameNode");
-        final String targetNN = parser.get("targetNameNode");
-        final String workDir = parser.get("workingDirectory");
-        final Integer distcp_num_maps = Integer.parseInt(parser.get("distcp_num_maps"));
+    final String isLookupUrl = parser.get("isLookupUrl");
+    final String sourceNN = parser.get("sourceNameNode");
+    final String targetNN = parser.get("targetNameNode");
+    final String workDir = parser.get("workingDirectory");
+    final Integer distcp_num_maps = Integer.parseInt(parser.get("distcp_num_maps"));
 
-        final String distcp_memory_mb = parser.get("distcp_memory_mb");
-        final String distcp_task_timeout = parser.get("distcp_task_timeout");
+    final String distcp_memory_mb = parser.get("distcp_memory_mb");
+    final String distcp_task_timeout = parser.get("distcp_task_timeout");
 
-        final String transform_only_s = parser.get("transform_only");
+    final String transform_only_s = parser.get("transform_only");
 
-        log.info("transform only param: {}", transform_only_s);
+    log.info("transform only param: {}", transform_only_s);
 
-        final Boolean transformOnly = Boolean.valueOf(parser.get("transform_only"));
+    final Boolean transformOnly = Boolean.valueOf(parser.get("transform_only"));
 
-        log.info("transform only: {}", transformOnly);
+    log.info("transform only: {}", transformOnly);
 
-        ISLookUpService isLookUp = ISLookupClientFactory.getLookUpService(isLookupUrl);
+    ISLookUpService isLookUp = ISLookupClientFactory.getLookUpService(isLookupUrl);
 
-        Configuration conf =
-                getConfiguration(distcp_task_timeout, distcp_memory_mb, distcp_num_maps);
-        FileSystem targetFS = FileSystem.get(conf);
+    Configuration conf = getConfiguration(distcp_task_timeout, distcp_memory_mb, distcp_num_maps);
+    FileSystem targetFS = FileSystem.get(conf);
 
-        Configuration sourceConf =
-                getConfiguration(distcp_task_timeout, distcp_memory_mb, distcp_num_maps);
-        sourceConf.set(FileSystem.FS_DEFAULT_NAME_KEY, sourceNN);
-        FileSystem sourceFS = FileSystem.get(sourceConf);
+    Configuration sourceConf =
+        getConfiguration(distcp_task_timeout, distcp_memory_mb, distcp_num_maps);
+    sourceConf.set(FileSystem.FS_DEFAULT_NAME_KEY, sourceNN);
+    FileSystem sourceFS = FileSystem.get(sourceConf);
 
-        Properties props = new Properties();
+    Properties props = new Properties();
 
-        List<Path> targetPaths = new ArrayList<>();
+    List<Path> targetPaths = new ArrayList<>();
 
-        final List<Path> sourcePaths = getSourcePaths(sourceNN, isLookUp);
-        log.info(
-                "paths to process:\n{}",
-                sourcePaths.stream().map(p -> p.toString()).collect(Collectors.joining("\n")));
-        for (Path source : sourcePaths) {
+    final List<Path> sourcePaths = getSourcePaths(sourceNN, isLookUp);
+    log.info(
+        "paths to process:\n{}",
+        sourcePaths.stream().map(p -> p.toString()).collect(Collectors.joining("\n")));
+    for (Path source : sourcePaths) {
 
-            if (!sourceFS.exists(source)) {
-                log.warn("skipping unexisting path: {}", source);
-            } else {
+      if (!sourceFS.exists(source)) {
+        log.warn("skipping unexisting path: {}", source);
+      } else {
 
-                LinkedList<String> pathQ =
-                        Lists.newLinkedList(Splitter.on(SEPARATOR).split(source.toUri().getPath()));
+        LinkedList<String> pathQ =
+            Lists.newLinkedList(Splitter.on(SEPARATOR).split(source.toUri().getPath()));
 
-                final String rawSet = pathQ.pollLast();
-                log.info("got RAWSET: {}", rawSet);
+        final String rawSet = pathQ.pollLast();
+        log.info("got RAWSET: {}", rawSet);
 
-                if (StringUtils.isNotBlank(rawSet) && rawSet.startsWith(RAWSET_PREFIX)) {
+        if (StringUtils.isNotBlank(rawSet) && rawSet.startsWith(RAWSET_PREFIX)) {
 
-                    final String actionSetDirectory = pathQ.pollLast();
+          final String actionSetDirectory = pathQ.pollLast();
 
-                    final Path targetPath =
-                            new Path(
-                                    targetNN
-                                            + workDir
-                                            + SEPARATOR
-                                            + actionSetDirectory
-                                            + SEPARATOR
-                                            + rawSet);
+          final Path targetPath =
+              new Path(targetNN + workDir + SEPARATOR + actionSetDirectory + SEPARATOR + rawSet);
 
-                    log.info("using TARGET PATH: {}", targetPath);
+          log.info("using TARGET PATH: {}", targetPath);
 
-                    if (!transformOnly) {
-                        if (targetFS.exists(targetPath)) {
-                            targetFS.delete(targetPath, true);
-                        }
-                        runDistcp(
-                                distcp_num_maps,
-                                distcp_memory_mb,
-                                distcp_task_timeout,
-                                conf,
-                                source,
-                                targetPath);
-                    }
-
-                    targetPaths.add(targetPath);
-                }
+          if (!transformOnly) {
+            if (targetFS.exists(targetPath)) {
+              targetFS.delete(targetPath, true);
             }
+            runDistcp(
+                distcp_num_maps, distcp_memory_mb, distcp_task_timeout, conf, source, targetPath);
+          }
+
+          targetPaths.add(targetPath);
         }
-
-        props.setProperty(
-                TARGET_PATHS,
-                targetPaths.stream().map(p -> p.toString()).collect(Collectors.joining(",")));
-        File file = new File(System.getProperty("oozie.action.output.properties"));
-
-        try (OutputStream os = new FileOutputStream(file)) {
-            props.store(os, "");
-        }
-        System.out.println(file.getAbsolutePath());
+      }
     }
 
-    private void runDistcp(
-            Integer distcp_num_maps,
-            String distcp_memory_mb,
-            String distcp_task_timeout,
-            Configuration conf,
-            Path source,
-            Path targetPath)
-            throws Exception {
+    props.setProperty(
+        TARGET_PATHS, targetPaths.stream().map(p -> p.toString()).collect(Collectors.joining(",")));
+    File file = new File(System.getProperty("oozie.action.output.properties"));
 
-        final DistCpOptions op = new DistCpOptions(source, targetPath);
-        op.setMaxMaps(distcp_num_maps);
-        op.preserve(DistCpOptions.FileAttribute.BLOCKSIZE);
-        op.preserve(DistCpOptions.FileAttribute.REPLICATION);
-        op.preserve(DistCpOptions.FileAttribute.CHECKSUMTYPE);
-
-        int res =
-                ToolRunner.run(
-                        new DistCp(conf, op),
-                        new String[] {
-                            "-Dmapred.task.timeout=" + distcp_task_timeout,
-                            "-Dmapreduce.map.memory.mb=" + distcp_memory_mb,
-                            "-pb",
-                            "-m " + distcp_num_maps,
-                            source.toString(),
-                            targetPath.toString()
-                        });
-
-        if (res != 0) {
-            throw new RuntimeException(String.format("distcp exited with code %s", res));
-        }
+    try (OutputStream os = new FileOutputStream(file)) {
+      props.store(os, "");
     }
+    System.out.println(file.getAbsolutePath());
+  }
 
-    private Configuration getConfiguration(
-            String distcp_task_timeout, String distcp_memory_mb, Integer distcp_num_maps) {
-        final Configuration conf = new Configuration();
-        conf.set("dfs.webhdfs.socket.connect-timeout", distcp_task_timeout);
-        conf.set("dfs.webhdfs.socket.read-timeout", distcp_task_timeout);
-        conf.set("dfs.http.client.retry.policy.enabled", "true");
-        conf.set("mapred.task.timeout", distcp_task_timeout);
-        conf.set("mapreduce.map.memory.mb", distcp_memory_mb);
-        conf.set("mapred.map.tasks", String.valueOf(distcp_num_maps));
-        return conf;
+  private void runDistcp(
+      Integer distcp_num_maps,
+      String distcp_memory_mb,
+      String distcp_task_timeout,
+      Configuration conf,
+      Path source,
+      Path targetPath)
+      throws Exception {
+
+    final DistCpOptions op = new DistCpOptions(source, targetPath);
+    op.setMaxMaps(distcp_num_maps);
+    op.preserve(DistCpOptions.FileAttribute.BLOCKSIZE);
+    op.preserve(DistCpOptions.FileAttribute.REPLICATION);
+    op.preserve(DistCpOptions.FileAttribute.CHECKSUMTYPE);
+
+    int res =
+        ToolRunner.run(
+            new DistCp(conf, op),
+            new String[] {
+              "-Dmapred.task.timeout=" + distcp_task_timeout,
+              "-Dmapreduce.map.memory.mb=" + distcp_memory_mb,
+              "-pb",
+              "-m " + distcp_num_maps,
+              source.toString(),
+              targetPath.toString()
+            });
+
+    if (res != 0) {
+      throw new RuntimeException(String.format("distcp exited with code %s", res));
     }
+  }
 
-    private List<Path> getSourcePaths(String sourceNN, ISLookUpService isLookUp)
-            throws ISLookUpException {
-        String XQUERY =
-                "distinct-values(\n"
-                        + "let $basePath := collection('/db/DRIVER/ServiceResources/ActionManagerServiceResourceType')//SERVICE_PROPERTIES/PROPERTY[@key = 'basePath']/@value/string()\n"
-                        + "for $x in collection('/db/DRIVER/ActionManagerSetDSResources/ActionManagerSetDSResourceType') \n"
-                        + "let $setDir := $x//SET/@directory/string()\n"
-                        + "let $rawSet := $x//RAW_SETS/LATEST/@id/string()\n"
-                        + "return concat($basePath, '/', $setDir, '/', $rawSet))";
+  private Configuration getConfiguration(
+      String distcp_task_timeout, String distcp_memory_mb, Integer distcp_num_maps) {
+    final Configuration conf = new Configuration();
+    conf.set("dfs.webhdfs.socket.connect-timeout", distcp_task_timeout);
+    conf.set("dfs.webhdfs.socket.read-timeout", distcp_task_timeout);
+    conf.set("dfs.http.client.retry.policy.enabled", "true");
+    conf.set("mapred.task.timeout", distcp_task_timeout);
+    conf.set("mapreduce.map.memory.mb", distcp_memory_mb);
+    conf.set("mapred.map.tasks", String.valueOf(distcp_num_maps));
+    return conf;
+  }
 
-        log.info(String.format("running xquery:\n%s", XQUERY));
-        return isLookUp.quickSearchProfile(XQUERY).stream()
-                .map(p -> sourceNN + p)
-                .map(Path::new)
-                .collect(Collectors.toList());
-    }
+  private List<Path> getSourcePaths(String sourceNN, ISLookUpService isLookUp)
+      throws ISLookUpException {
+    String XQUERY =
+        "distinct-values(\n"
+            + "let $basePath := collection('/db/DRIVER/ServiceResources/ActionManagerServiceResourceType')//SERVICE_PROPERTIES/PROPERTY[@key = 'basePath']/@value/string()\n"
+            + "for $x in collection('/db/DRIVER/ActionManagerSetDSResources/ActionManagerSetDSResourceType') \n"
+            + "let $setDir := $x//SET/@directory/string()\n"
+            + "let $rawSet := $x//RAW_SETS/LATEST/@id/string()\n"
+            + "return concat($basePath, '/', $setDir, '/', $rawSet))";
+
+    log.info(String.format("running xquery:\n%s", XQUERY));
+    return isLookUp.quickSearchProfile(XQUERY).stream()
+        .map(p -> sourceNN + p)
+        .map(Path::new)
+        .collect(Collectors.toList());
+  }
 }
diff --git a/dhp-workflows/dhp-actionmanager/src/main/java/eu/dnetlib/dhp/actionmanager/migration/ProtoConverter.java b/dhp-workflows/dhp-actionmanager/src/main/java/eu/dnetlib/dhp/actionmanager/migration/ProtoConverter.java
index adeffa9fcd..894804e25a 100644
--- a/dhp-workflows/dhp-actionmanager/src/main/java/eu/dnetlib/dhp/actionmanager/migration/ProtoConverter.java
+++ b/dhp-workflows/dhp-actionmanager/src/main/java/eu/dnetlib/dhp/actionmanager/migration/ProtoConverter.java
@@ -17,575 +17,557 @@ import org.apache.commons.lang3.StringUtils;
 
 public class ProtoConverter implements Serializable {
 
-    public static final String UNKNOWN = "UNKNOWN";
-    public static final String NOT_AVAILABLE = "not available";
-    public static final String DNET_ACCESS_MODES = "dnet:access_modes";
+  public static final String UNKNOWN = "UNKNOWN";
+  public static final String NOT_AVAILABLE = "not available";
+  public static final String DNET_ACCESS_MODES = "dnet:access_modes";
 
-    public static Oaf convert(OafProtos.Oaf oaf) {
-        try {
-            switch (oaf.getKind()) {
-                case entity:
-                    return convertEntity(oaf);
-                case relation:
-                    return convertRelation(oaf);
-                default:
-                    throw new IllegalArgumentException("invalid kind " + oaf.getKind());
-            }
-        } catch (Throwable e) {
-            throw new RuntimeException("error on getting " + JsonFormat.printToString(oaf), e);
-        }
+  public static Oaf convert(OafProtos.Oaf oaf) {
+    try {
+      switch (oaf.getKind()) {
+        case entity:
+          return convertEntity(oaf);
+        case relation:
+          return convertRelation(oaf);
+        default:
+          throw new IllegalArgumentException("invalid kind " + oaf.getKind());
+      }
+    } catch (Throwable e) {
+      throw new RuntimeException("error on getting " + JsonFormat.printToString(oaf), e);
     }
+  }
 
-    private static Relation convertRelation(OafProtos.Oaf oaf) {
-        final OafProtos.OafRel r = oaf.getRel();
-        final Relation rel = new Relation();
-        rel.setDataInfo(mapDataInfo(oaf.getDataInfo()));
-        rel.setLastupdatetimestamp(oaf.getLastupdatetimestamp());
-        rel.setSource(r.getSource());
-        rel.setTarget(r.getTarget());
-        rel.setRelType(r.getRelType().toString());
-        rel.setSubRelType(r.getSubRelType().toString());
-        rel.setRelClass(r.getRelClass());
-        rel.setCollectedfrom(
-                r.getCollectedfromCount() > 0
-                        ? r.getCollectedfromList().stream()
-                                .map(kv -> mapKV(kv))
-                                .collect(Collectors.toList())
-                        : null);
-        return rel;
+  private static Relation convertRelation(OafProtos.Oaf oaf) {
+    final OafProtos.OafRel r = oaf.getRel();
+    final Relation rel = new Relation();
+    rel.setDataInfo(mapDataInfo(oaf.getDataInfo()));
+    rel.setLastupdatetimestamp(oaf.getLastupdatetimestamp());
+    rel.setSource(r.getSource());
+    rel.setTarget(r.getTarget());
+    rel.setRelType(r.getRelType().toString());
+    rel.setSubRelType(r.getSubRelType().toString());
+    rel.setRelClass(r.getRelClass());
+    rel.setCollectedfrom(
+        r.getCollectedfromCount() > 0
+            ? r.getCollectedfromList().stream().map(kv -> mapKV(kv)).collect(Collectors.toList())
+            : null);
+    return rel;
+  }
+
+  private static OafEntity convertEntity(OafProtos.Oaf oaf) {
+
+    switch (oaf.getEntity().getType()) {
+      case result:
+        final Result r = convertResult(oaf);
+        r.setInstance(convertInstances(oaf));
+        return r;
+      case project:
+        return convertProject(oaf);
+      case datasource:
+        return convertDataSource(oaf);
+      case organization:
+        return convertOrganization(oaf);
+      default:
+        throw new RuntimeException("received unknown type");
     }
+  }
 
-    private static OafEntity convertEntity(OafProtos.Oaf oaf) {
+  private static List<Instance> convertInstances(OafProtos.Oaf oaf) {
 
-        switch (oaf.getEntity().getType()) {
-            case result:
-                final Result r = convertResult(oaf);
-                r.setInstance(convertInstances(oaf));
-                return r;
-            case project:
-                return convertProject(oaf);
-            case datasource:
-                return convertDataSource(oaf);
-            case organization:
-                return convertOrganization(oaf);
-            default:
-                throw new RuntimeException("received unknown type");
-        }
+    final ResultProtos.Result r = oaf.getEntity().getResult();
+    if (r.getInstanceCount() > 0) {
+      return r.getInstanceList().stream().map(i -> convertInstance(i)).collect(Collectors.toList());
     }
+    return Lists.newArrayList();
+  }
 
-    private static List<Instance> convertInstances(OafProtos.Oaf oaf) {
+  private static Instance convertInstance(ResultProtos.Result.Instance ri) {
+    final Instance i = new Instance();
+    i.setAccessright(mapQualifier(ri.getAccessright()));
+    i.setCollectedfrom(mapKV(ri.getCollectedfrom()));
+    i.setDateofacceptance(mapStringField(ri.getDateofacceptance()));
+    i.setDistributionlocation(ri.getDistributionlocation());
+    i.setHostedby(mapKV(ri.getHostedby()));
+    i.setInstancetype(mapQualifier(ri.getInstancetype()));
+    i.setLicense(mapStringField(ri.getLicense()));
+    i.setUrl(ri.getUrlList());
+    i.setRefereed(mapStringField(ri.getRefereed()));
+    i.setProcessingchargeamount(mapStringField(ri.getProcessingchargeamount()));
+    i.setProcessingchargecurrency(mapStringField(ri.getProcessingchargecurrency()));
+    return i;
+  }
 
-        final ResultProtos.Result r = oaf.getEntity().getResult();
-        if (r.getInstanceCount() > 0) {
-            return r.getInstanceList().stream()
-                    .map(i -> convertInstance(i))
-                    .collect(Collectors.toList());
-        }
-        return Lists.newArrayList();
+  private static Organization convertOrganization(OafProtos.Oaf oaf) {
+    final OrganizationProtos.Organization.Metadata m =
+        oaf.getEntity().getOrganization().getMetadata();
+    final Organization org = setOaf(new Organization(), oaf);
+    setEntity(org, oaf);
+    org.setLegalshortname(mapStringField(m.getLegalshortname()));
+    org.setLegalname(mapStringField(m.getLegalname()));
+    org.setAlternativeNames(
+        m.getAlternativeNamesList().stream()
+            .map(ProtoConverter::mapStringField)
+            .collect(Collectors.toList()));
+    org.setWebsiteurl(mapStringField(m.getWebsiteurl()));
+    org.setLogourl(mapStringField(m.getLogourl()));
+    org.setEclegalbody(mapStringField(m.getEclegalbody()));
+    org.setEclegalperson(mapStringField(m.getEclegalperson()));
+    org.setEcnonprofit(mapStringField(m.getEcnonprofit()));
+    org.setEcresearchorganization(mapStringField(m.getEcresearchorganization()));
+    org.setEchighereducation(mapStringField(m.getEchighereducation()));
+    org.setEcinternationalorganizationeurinterests(
+        mapStringField(m.getEcinternationalorganizationeurinterests()));
+    org.setEcinternationalorganization(mapStringField(m.getEcinternationalorganization()));
+    org.setEcenterprise(mapStringField(m.getEcenterprise()));
+    org.setEcsmevalidated(mapStringField(m.getEcsmevalidated()));
+    org.setEcnutscode(mapStringField(m.getEcnutscode()));
+    org.setCountry(mapQualifier(m.getCountry()));
+
+    return org;
+  }
+
+  private static Datasource convertDataSource(OafProtos.Oaf oaf) {
+    final DatasourceProtos.Datasource.Metadata m = oaf.getEntity().getDatasource().getMetadata();
+    final Datasource datasource = setOaf(new Datasource(), oaf);
+    setEntity(datasource, oaf);
+    datasource.setAccessinfopackage(
+        m.getAccessinfopackageList().stream()
+            .map(ProtoConverter::mapStringField)
+            .collect(Collectors.toList()));
+    datasource.setCertificates(mapStringField(m.getCertificates()));
+    datasource.setCitationguidelineurl(mapStringField(m.getCitationguidelineurl()));
+    datasource.setContactemail(mapStringField(m.getContactemail()));
+    datasource.setDatabaseaccessrestriction(mapStringField(m.getDatabaseaccessrestriction()));
+    datasource.setDatabaseaccesstype(mapStringField(m.getDatabaseaccesstype()));
+    datasource.setDataprovider(mapBoolField(m.getDataprovider()));
+    datasource.setDatasourcetype(mapQualifier(m.getDatasourcetype()));
+    datasource.setDatauploadrestriction(mapStringField(m.getDatauploadrestriction()));
+    datasource.setCitationguidelineurl(mapStringField(m.getCitationguidelineurl()));
+    datasource.setDatauploadtype(mapStringField(m.getDatauploadtype()));
+    datasource.setDateofvalidation(mapStringField(m.getDateofvalidation()));
+    datasource.setDescription(mapStringField(m.getDescription()));
+    datasource.setEnglishname(mapStringField(m.getEnglishname()));
+    datasource.setLatitude(mapStringField(m.getLatitude()));
+    datasource.setLongitude(mapStringField(m.getLongitude()));
+    datasource.setLogourl(mapStringField(m.getLogourl()));
+    datasource.setMissionstatementurl(mapStringField(m.getMissionstatementurl()));
+    datasource.setNamespaceprefix(mapStringField(m.getNamespaceprefix()));
+    datasource.setOdcontenttypes(
+        m.getOdcontenttypesList().stream()
+            .map(ProtoConverter::mapStringField)
+            .collect(Collectors.toList()));
+    datasource.setOdlanguages(
+        m.getOdlanguagesList().stream()
+            .map(ProtoConverter::mapStringField)
+            .collect(Collectors.toList()));
+    datasource.setOdnumberofitems(mapStringField(m.getOdnumberofitems()));
+    datasource.setOdnumberofitemsdate(mapStringField(m.getOdnumberofitemsdate()));
+    datasource.setOdpolicies(mapStringField(m.getOdpolicies()));
+    datasource.setOfficialname(mapStringField(m.getOfficialname()));
+    datasource.setOpenairecompatibility(mapQualifier(m.getOpenairecompatibility()));
+    datasource.setPidsystems(mapStringField(m.getPidsystems()));
+    datasource.setPolicies(
+        m.getPoliciesList().stream().map(ProtoConverter::mapKV).collect(Collectors.toList()));
+    datasource.setQualitymanagementkind(mapStringField(m.getQualitymanagementkind()));
+    datasource.setReleaseenddate(mapStringField(m.getReleaseenddate()));
+    datasource.setServiceprovider(mapBoolField(m.getServiceprovider()));
+    datasource.setReleasestartdate(mapStringField(m.getReleasestartdate()));
+    datasource.setSubjects(
+        m.getSubjectsList().stream()
+            .map(ProtoConverter::mapStructuredProperty)
+            .collect(Collectors.toList()));
+    datasource.setVersioning(mapBoolField(m.getVersioning()));
+    datasource.setWebsiteurl(mapStringField(m.getWebsiteurl()));
+    datasource.setJournal(mapJournal(m.getJournal()));
+
+    return datasource;
+  }
+
+  private static Project convertProject(OafProtos.Oaf oaf) {
+    final ProjectProtos.Project.Metadata m = oaf.getEntity().getProject().getMetadata();
+    final Project project = setOaf(new Project(), oaf);
+    setEntity(project, oaf);
+    project.setAcronym(mapStringField(m.getAcronym()));
+    project.setCallidentifier(mapStringField(m.getCallidentifier()));
+    project.setCode(mapStringField(m.getCode()));
+    project.setContactemail(mapStringField(m.getContactemail()));
+    project.setContactfax(mapStringField(m.getContactfax()));
+    project.setContactfullname(mapStringField(m.getContactfullname()));
+    project.setContactphone(mapStringField(m.getContactphone()));
+    project.setContracttype(mapQualifier(m.getContracttype()));
+    project.setCurrency(mapStringField(m.getCurrency()));
+    project.setDuration(mapStringField(m.getDuration()));
+    project.setEcarticle29_3(mapStringField(m.getEcarticle293()));
+    project.setEcsc39(mapStringField(m.getEcsc39()));
+    project.setOamandatepublications(mapStringField(m.getOamandatepublications()));
+    project.setStartdate(mapStringField(m.getStartdate()));
+    project.setEnddate(mapStringField(m.getEnddate()));
+    project.setFundedamount(m.getFundedamount());
+    project.setTotalcost(m.getTotalcost());
+    project.setKeywords(mapStringField(m.getKeywords()));
+    project.setSubjects(
+        m.getSubjectsList().stream()
+            .map(sp -> mapStructuredProperty(sp))
+            .collect(Collectors.toList()));
+    project.setTitle(mapStringField(m.getTitle()));
+    project.setWebsiteurl(mapStringField(m.getWebsiteurl()));
+    project.setFundingtree(
+        m.getFundingtreeList().stream().map(f -> mapStringField(f)).collect(Collectors.toList()));
+    project.setJsonextrainfo(mapStringField(m.getJsonextrainfo()));
+    project.setSummary(mapStringField(m.getSummary()));
+    project.setOptional1(mapStringField(m.getOptional1()));
+    project.setOptional2(mapStringField(m.getOptional2()));
+    return project;
+  }
+
+  private static Result convertResult(OafProtos.Oaf oaf) {
+    switch (oaf.getEntity().getResult().getMetadata().getResulttype().getClassid()) {
+      case "dataset":
+        return createDataset(oaf);
+      case "publication":
+        return createPublication(oaf);
+      case "software":
+        return createSoftware(oaf);
+      case "other":
+        return createORP(oaf);
+      default:
+        Result result = setOaf(new Result(), oaf);
+        setEntity(result, oaf);
+        return setResult(result, oaf);
     }
+  }
 
-    private static Instance convertInstance(ResultProtos.Result.Instance ri) {
-        final Instance i = new Instance();
-        i.setAccessright(mapQualifier(ri.getAccessright()));
-        i.setCollectedfrom(mapKV(ri.getCollectedfrom()));
-        i.setDateofacceptance(mapStringField(ri.getDateofacceptance()));
-        i.setDistributionlocation(ri.getDistributionlocation());
-        i.setHostedby(mapKV(ri.getHostedby()));
-        i.setInstancetype(mapQualifier(ri.getInstancetype()));
-        i.setLicense(mapStringField(ri.getLicense()));
-        i.setUrl(ri.getUrlList());
-        i.setRefereed(mapStringField(ri.getRefereed()));
-        i.setProcessingchargeamount(mapStringField(ri.getProcessingchargeamount()));
-        i.setProcessingchargecurrency(mapStringField(ri.getProcessingchargecurrency()));
-        return i;
+  private static Software createSoftware(OafProtos.Oaf oaf) {
+    ResultProtos.Result.Metadata m = oaf.getEntity().getResult().getMetadata();
+    Software software = setOaf(new Software(), oaf);
+    setEntity(software, oaf);
+    setResult(software, oaf);
+
+    software.setDocumentationUrl(
+        m.getDocumentationUrlList().stream()
+            .map(ProtoConverter::mapStringField)
+            .collect(Collectors.toList()));
+    software.setLicense(
+        m.getLicenseList().stream()
+            .map(ProtoConverter::mapStructuredProperty)
+            .collect(Collectors.toList()));
+    software.setCodeRepositoryUrl(mapStringField(m.getCodeRepositoryUrl()));
+    software.setProgrammingLanguage(mapQualifier(m.getProgrammingLanguage()));
+    return software;
+  }
+
+  private static OtherResearchProduct createORP(OafProtos.Oaf oaf) {
+    ResultProtos.Result.Metadata m = oaf.getEntity().getResult().getMetadata();
+    OtherResearchProduct otherResearchProducts = setOaf(new OtherResearchProduct(), oaf);
+    setEntity(otherResearchProducts, oaf);
+    setResult(otherResearchProducts, oaf);
+    otherResearchProducts.setContactperson(
+        m.getContactpersonList().stream()
+            .map(ProtoConverter::mapStringField)
+            .collect(Collectors.toList()));
+    otherResearchProducts.setContactgroup(
+        m.getContactgroupList().stream()
+            .map(ProtoConverter::mapStringField)
+            .collect(Collectors.toList()));
+    otherResearchProducts.setTool(
+        m.getToolList().stream().map(ProtoConverter::mapStringField).collect(Collectors.toList()));
+
+    return otherResearchProducts;
+  }
+
+  private static Publication createPublication(OafProtos.Oaf oaf) {
+
+    ResultProtos.Result.Metadata m = oaf.getEntity().getResult().getMetadata();
+    Publication publication = setOaf(new Publication(), oaf);
+    setEntity(publication, oaf);
+    setResult(publication, oaf);
+    publication.setJournal(mapJournal(m.getJournal()));
+    return publication;
+  }
+
+  private static Dataset createDataset(OafProtos.Oaf oaf) {
+
+    ResultProtos.Result.Metadata m = oaf.getEntity().getResult().getMetadata();
+    Dataset dataset = setOaf(new Dataset(), oaf);
+    setEntity(dataset, oaf);
+    setResult(dataset, oaf);
+    dataset.setStoragedate(mapStringField(m.getStoragedate()));
+    dataset.setDevice(mapStringField(m.getDevice()));
+    dataset.setSize(mapStringField(m.getSize()));
+    dataset.setVersion(mapStringField(m.getVersion()));
+    dataset.setLastmetadataupdate(mapStringField(m.getLastmetadataupdate()));
+    dataset.setMetadataversionnumber(mapStringField(m.getMetadataversionnumber()));
+    dataset.setGeolocation(
+        m.getGeolocationList().stream()
+            .map(ProtoConverter::mapGeolocation)
+            .collect(Collectors.toList()));
+    return dataset;
+  }
+
+  public static <T extends Oaf> T setOaf(T oaf, OafProtos.Oaf o) {
+    oaf.setDataInfo(mapDataInfo(o.getDataInfo()));
+    oaf.setLastupdatetimestamp(o.getLastupdatetimestamp());
+    return oaf;
+  }
+
+  public static <T extends OafEntity> T setEntity(T entity, OafProtos.Oaf oaf) {
+    // setting Entity fields
+    final OafProtos.OafEntity e = oaf.getEntity();
+    entity.setId(e.getId());
+    entity.setOriginalId(e.getOriginalIdList());
+    entity.setCollectedfrom(
+        e.getCollectedfromList().stream().map(ProtoConverter::mapKV).collect(Collectors.toList()));
+    entity.setPid(
+        e.getPidList().stream()
+            .map(ProtoConverter::mapStructuredProperty)
+            .collect(Collectors.toList()));
+    entity.setDateofcollection(e.getDateofcollection());
+    entity.setDateoftransformation(e.getDateoftransformation());
+    entity.setExtraInfo(
+        e.getExtraInfoList().stream()
+            .map(ProtoConverter::mapExtraInfo)
+            .collect(Collectors.toList()));
+    return entity;
+  }
+
+  public static <T extends Result> T setResult(T entity, OafProtos.Oaf oaf) {
+    // setting Entity fields
+    final ResultProtos.Result.Metadata m = oaf.getEntity().getResult().getMetadata();
+    entity.setAuthor(
+        m.getAuthorList().stream().map(ProtoConverter::mapAuthor).collect(Collectors.toList()));
+    entity.setResulttype(mapQualifier(m.getResulttype()));
+    entity.setLanguage(mapQualifier(m.getLanguage()));
+    entity.setCountry(
+        m.getCountryList().stream()
+            .map(ProtoConverter::mapQualifierAsCountry)
+            .collect(Collectors.toList()));
+    entity.setSubject(
+        m.getSubjectList().stream()
+            .map(ProtoConverter::mapStructuredProperty)
+            .collect(Collectors.toList()));
+    entity.setTitle(
+        m.getTitleList().stream()
+            .map(ProtoConverter::mapStructuredProperty)
+            .collect(Collectors.toList()));
+    entity.setRelevantdate(
+        m.getRelevantdateList().stream()
+            .map(ProtoConverter::mapStructuredProperty)
+            .collect(Collectors.toList()));
+    entity.setDescription(
+        m.getDescriptionList().stream()
+            .map(ProtoConverter::mapStringField)
+            .collect(Collectors.toList()));
+    entity.setDateofacceptance(mapStringField(m.getDateofacceptance()));
+    entity.setPublisher(mapStringField(m.getPublisher()));
+    entity.setEmbargoenddate(mapStringField(m.getEmbargoenddate()));
+    entity.setSource(
+        m.getSourceList().stream()
+            .map(ProtoConverter::mapStringField)
+            .collect(Collectors.toList()));
+    entity.setFulltext(
+        m.getFulltextList().stream()
+            .map(ProtoConverter::mapStringField)
+            .collect(Collectors.toList()));
+    entity.setFormat(
+        m.getFormatList().stream()
+            .map(ProtoConverter::mapStringField)
+            .collect(Collectors.toList()));
+    entity.setContributor(
+        m.getContributorList().stream()
+            .map(ProtoConverter::mapStringField)
+            .collect(Collectors.toList()));
+    entity.setResourcetype(mapQualifier(m.getResourcetype()));
+    entity.setCoverage(
+        m.getCoverageList().stream()
+            .map(ProtoConverter::mapStringField)
+            .collect(Collectors.toList()));
+    entity.setContext(
+        m.getContextList().stream().map(ProtoConverter::mapContext).collect(Collectors.toList()));
+
+    entity.setBestaccessright(getBestAccessRights(oaf.getEntity().getResult().getInstanceList()));
+
+    return entity;
+  }
+
+  private static Qualifier getBestAccessRights(List<ResultProtos.Result.Instance> instanceList) {
+    if (instanceList != null) {
+      final Optional<FieldTypeProtos.Qualifier> min =
+          instanceList.stream().map(i -> i.getAccessright()).min(new LicenseComparator());
+
+      final Qualifier rights = min.isPresent() ? mapQualifier(min.get()) : new Qualifier();
+
+      if (StringUtils.isBlank(rights.getClassid())) {
+        rights.setClassid(UNKNOWN);
+      }
+      if (StringUtils.isBlank(rights.getClassname())
+          || UNKNOWN.equalsIgnoreCase(rights.getClassname())) {
+        rights.setClassname(NOT_AVAILABLE);
+      }
+      if (StringUtils.isBlank(rights.getSchemeid())) {
+        rights.setSchemeid(DNET_ACCESS_MODES);
+      }
+      if (StringUtils.isBlank(rights.getSchemename())) {
+        rights.setSchemename(DNET_ACCESS_MODES);
+      }
+
+      return rights;
     }
+    return null;
+  }
 
-    private static Organization convertOrganization(OafProtos.Oaf oaf) {
-        final OrganizationProtos.Organization.Metadata m =
-                oaf.getEntity().getOrganization().getMetadata();
-        final Organization org = setOaf(new Organization(), oaf);
-        setEntity(org, oaf);
-        org.setLegalshortname(mapStringField(m.getLegalshortname()));
-        org.setLegalname(mapStringField(m.getLegalname()));
-        org.setAlternativeNames(
-                m.getAlternativeNamesList().stream()
-                        .map(ProtoConverter::mapStringField)
-                        .collect(Collectors.toList()));
-        org.setWebsiteurl(mapStringField(m.getWebsiteurl()));
-        org.setLogourl(mapStringField(m.getLogourl()));
-        org.setEclegalbody(mapStringField(m.getEclegalbody()));
-        org.setEclegalperson(mapStringField(m.getEclegalperson()));
-        org.setEcnonprofit(mapStringField(m.getEcnonprofit()));
-        org.setEcresearchorganization(mapStringField(m.getEcresearchorganization()));
-        org.setEchighereducation(mapStringField(m.getEchighereducation()));
-        org.setEcinternationalorganizationeurinterests(
-                mapStringField(m.getEcinternationalorganizationeurinterests()));
-        org.setEcinternationalorganization(mapStringField(m.getEcinternationalorganization()));
-        org.setEcenterprise(mapStringField(m.getEcenterprise()));
-        org.setEcsmevalidated(mapStringField(m.getEcsmevalidated()));
-        org.setEcnutscode(mapStringField(m.getEcnutscode()));
-        org.setCountry(mapQualifier(m.getCountry()));
+  private static Context mapContext(ResultProtos.Result.Context context) {
 
-        return org;
-    }
+    final Context entity = new Context();
+    entity.setId(context.getId());
+    entity.setDataInfo(
+        context.getDataInfoList().stream()
+            .map(ProtoConverter::mapDataInfo)
+            .collect(Collectors.toList()));
+    return entity;
+  }
 
-    private static Datasource convertDataSource(OafProtos.Oaf oaf) {
-        final DatasourceProtos.Datasource.Metadata m =
-                oaf.getEntity().getDatasource().getMetadata();
-        final Datasource datasource = setOaf(new Datasource(), oaf);
-        setEntity(datasource, oaf);
-        datasource.setAccessinfopackage(
-                m.getAccessinfopackageList().stream()
-                        .map(ProtoConverter::mapStringField)
-                        .collect(Collectors.toList()));
-        datasource.setCertificates(mapStringField(m.getCertificates()));
-        datasource.setCitationguidelineurl(mapStringField(m.getCitationguidelineurl()));
-        datasource.setContactemail(mapStringField(m.getContactemail()));
-        datasource.setDatabaseaccessrestriction(mapStringField(m.getDatabaseaccessrestriction()));
-        datasource.setDatabaseaccesstype(mapStringField(m.getDatabaseaccesstype()));
-        datasource.setDataprovider(mapBoolField(m.getDataprovider()));
-        datasource.setDatasourcetype(mapQualifier(m.getDatasourcetype()));
-        datasource.setDatauploadrestriction(mapStringField(m.getDatauploadrestriction()));
-        datasource.setCitationguidelineurl(mapStringField(m.getCitationguidelineurl()));
-        datasource.setDatauploadtype(mapStringField(m.getDatauploadtype()));
-        datasource.setDateofvalidation(mapStringField(m.getDateofvalidation()));
-        datasource.setDescription(mapStringField(m.getDescription()));
-        datasource.setEnglishname(mapStringField(m.getEnglishname()));
-        datasource.setLatitude(mapStringField(m.getLatitude()));
-        datasource.setLongitude(mapStringField(m.getLongitude()));
-        datasource.setLogourl(mapStringField(m.getLogourl()));
-        datasource.setMissionstatementurl(mapStringField(m.getMissionstatementurl()));
-        datasource.setNamespaceprefix(mapStringField(m.getNamespaceprefix()));
-        datasource.setOdcontenttypes(
-                m.getOdcontenttypesList().stream()
-                        .map(ProtoConverter::mapStringField)
-                        .collect(Collectors.toList()));
-        datasource.setOdlanguages(
-                m.getOdlanguagesList().stream()
-                        .map(ProtoConverter::mapStringField)
-                        .collect(Collectors.toList()));
-        datasource.setOdnumberofitems(mapStringField(m.getOdnumberofitems()));
-        datasource.setOdnumberofitemsdate(mapStringField(m.getOdnumberofitemsdate()));
-        datasource.setOdpolicies(mapStringField(m.getOdpolicies()));
-        datasource.setOfficialname(mapStringField(m.getOfficialname()));
-        datasource.setOpenairecompatibility(mapQualifier(m.getOpenairecompatibility()));
-        datasource.setPidsystems(mapStringField(m.getPidsystems()));
-        datasource.setPolicies(
-                m.getPoliciesList().stream()
-                        .map(ProtoConverter::mapKV)
-                        .collect(Collectors.toList()));
-        datasource.setQualitymanagementkind(mapStringField(m.getQualitymanagementkind()));
-        datasource.setReleaseenddate(mapStringField(m.getReleaseenddate()));
-        datasource.setServiceprovider(mapBoolField(m.getServiceprovider()));
-        datasource.setReleasestartdate(mapStringField(m.getReleasestartdate()));
-        datasource.setSubjects(
-                m.getSubjectsList().stream()
-                        .map(ProtoConverter::mapStructuredProperty)
-                        .collect(Collectors.toList()));
-        datasource.setVersioning(mapBoolField(m.getVersioning()));
-        datasource.setWebsiteurl(mapStringField(m.getWebsiteurl()));
-        datasource.setJournal(mapJournal(m.getJournal()));
+  public static KeyValue mapKV(FieldTypeProtos.KeyValue kv) {
+    final KeyValue keyValue = new KeyValue();
+    keyValue.setKey(kv.getKey());
+    keyValue.setValue(kv.getValue());
+    keyValue.setDataInfo(mapDataInfo(kv.getDataInfo()));
+    return keyValue;
+  }
 
-        return datasource;
-    }
+  public static DataInfo mapDataInfo(FieldTypeProtos.DataInfo d) {
+    final DataInfo dataInfo = new DataInfo();
+    dataInfo.setDeletedbyinference(d.getDeletedbyinference());
+    dataInfo.setInferenceprovenance(d.getInferenceprovenance());
+    dataInfo.setInferred(d.getInferred());
+    dataInfo.setInvisible(d.getInvisible());
+    dataInfo.setProvenanceaction(mapQualifier(d.getProvenanceaction()));
+    dataInfo.setTrust(d.getTrust());
+    return dataInfo;
+  }
 
-    private static Project convertProject(OafProtos.Oaf oaf) {
-        final ProjectProtos.Project.Metadata m = oaf.getEntity().getProject().getMetadata();
-        final Project project = setOaf(new Project(), oaf);
-        setEntity(project, oaf);
-        project.setAcronym(mapStringField(m.getAcronym()));
-        project.setCallidentifier(mapStringField(m.getCallidentifier()));
-        project.setCode(mapStringField(m.getCode()));
-        project.setContactemail(mapStringField(m.getContactemail()));
-        project.setContactfax(mapStringField(m.getContactfax()));
-        project.setContactfullname(mapStringField(m.getContactfullname()));
-        project.setContactphone(mapStringField(m.getContactphone()));
-        project.setContracttype(mapQualifier(m.getContracttype()));
-        project.setCurrency(mapStringField(m.getCurrency()));
-        project.setDuration(mapStringField(m.getDuration()));
-        project.setEcarticle29_3(mapStringField(m.getEcarticle293()));
-        project.setEcsc39(mapStringField(m.getEcsc39()));
-        project.setOamandatepublications(mapStringField(m.getOamandatepublications()));
-        project.setStartdate(mapStringField(m.getStartdate()));
-        project.setEnddate(mapStringField(m.getEnddate()));
-        project.setFundedamount(m.getFundedamount());
-        project.setTotalcost(m.getTotalcost());
-        project.setKeywords(mapStringField(m.getKeywords()));
-        project.setSubjects(
-                m.getSubjectsList().stream()
-                        .map(sp -> mapStructuredProperty(sp))
-                        .collect(Collectors.toList()));
-        project.setTitle(mapStringField(m.getTitle()));
-        project.setWebsiteurl(mapStringField(m.getWebsiteurl()));
-        project.setFundingtree(
-                m.getFundingtreeList().stream()
-                        .map(f -> mapStringField(f))
-                        .collect(Collectors.toList()));
-        project.setJsonextrainfo(mapStringField(m.getJsonextrainfo()));
-        project.setSummary(mapStringField(m.getSummary()));
-        project.setOptional1(mapStringField(m.getOptional1()));
-        project.setOptional2(mapStringField(m.getOptional2()));
-        return project;
-    }
+  public static Qualifier mapQualifier(FieldTypeProtos.Qualifier q) {
+    final Qualifier qualifier = new Qualifier();
+    qualifier.setClassid(q.getClassid());
+    qualifier.setClassname(q.getClassname());
+    qualifier.setSchemeid(q.getSchemeid());
+    qualifier.setSchemename(q.getSchemename());
+    return qualifier;
+  }
 
-    private static Result convertResult(OafProtos.Oaf oaf) {
-        switch (oaf.getEntity().getResult().getMetadata().getResulttype().getClassid()) {
-            case "dataset":
-                return createDataset(oaf);
-            case "publication":
-                return createPublication(oaf);
-            case "software":
-                return createSoftware(oaf);
-            case "other":
-                return createORP(oaf);
-            default:
-                Result result = setOaf(new Result(), oaf);
-                setEntity(result, oaf);
-                return setResult(result, oaf);
-        }
-    }
+  public static Country mapQualifierAsCountry(FieldTypeProtos.Qualifier q) {
+    final Country c = new Country();
+    c.setClassid(q.getClassid());
+    c.setClassname(q.getClassname());
+    c.setSchemeid(q.getSchemeid());
+    c.setSchemename(q.getSchemename());
+    c.setDataInfo(mapDataInfo(q.getDataInfo()));
+    return c;
+  }
 
-    private static Software createSoftware(OafProtos.Oaf oaf) {
-        ResultProtos.Result.Metadata m = oaf.getEntity().getResult().getMetadata();
-        Software software = setOaf(new Software(), oaf);
-        setEntity(software, oaf);
-        setResult(software, oaf);
+  public static StructuredProperty mapStructuredProperty(FieldTypeProtos.StructuredProperty sp) {
+    final StructuredProperty structuredProperty = new StructuredProperty();
+    structuredProperty.setValue(sp.getValue());
+    structuredProperty.setQualifier(mapQualifier(sp.getQualifier()));
+    structuredProperty.setDataInfo(mapDataInfo(sp.getDataInfo()));
+    return structuredProperty;
+  }
 
-        software.setDocumentationUrl(
-                m.getDocumentationUrlList().stream()
-                        .map(ProtoConverter::mapStringField)
-                        .collect(Collectors.toList()));
-        software.setLicense(
-                m.getLicenseList().stream()
-                        .map(ProtoConverter::mapStructuredProperty)
-                        .collect(Collectors.toList()));
-        software.setCodeRepositoryUrl(mapStringField(m.getCodeRepositoryUrl()));
-        software.setProgrammingLanguage(mapQualifier(m.getProgrammingLanguage()));
-        return software;
-    }
+  public static ExtraInfo mapExtraInfo(FieldTypeProtos.ExtraInfo extraInfo) {
+    final ExtraInfo entity = new ExtraInfo();
+    entity.setName(extraInfo.getName());
+    entity.setTypology(extraInfo.getTypology());
+    entity.setProvenance(extraInfo.getProvenance());
+    entity.setTrust(extraInfo.getTrust());
+    entity.setValue(extraInfo.getValue());
+    return entity;
+  }
 
-    private static OtherResearchProduct createORP(OafProtos.Oaf oaf) {
-        ResultProtos.Result.Metadata m = oaf.getEntity().getResult().getMetadata();
-        OtherResearchProduct otherResearchProducts = setOaf(new OtherResearchProduct(), oaf);
-        setEntity(otherResearchProducts, oaf);
-        setResult(otherResearchProducts, oaf);
-        otherResearchProducts.setContactperson(
-                m.getContactpersonList().stream()
-                        .map(ProtoConverter::mapStringField)
-                        .collect(Collectors.toList()));
-        otherResearchProducts.setContactgroup(
-                m.getContactgroupList().stream()
-                        .map(ProtoConverter::mapStringField)
-                        .collect(Collectors.toList()));
-        otherResearchProducts.setTool(
-                m.getToolList().stream()
-                        .map(ProtoConverter::mapStringField)
-                        .collect(Collectors.toList()));
+  public static OAIProvenance mapOAIProvenance(FieldTypeProtos.OAIProvenance oaiProvenance) {
+    final OAIProvenance entity = new OAIProvenance();
+    entity.setOriginDescription(mapOriginalDescription(oaiProvenance.getOriginDescription()));
+    return entity;
+  }
 
-        return otherResearchProducts;
-    }
+  public static OriginDescription mapOriginalDescription(
+      FieldTypeProtos.OAIProvenance.OriginDescription originDescription) {
+    final OriginDescription originDescriptionResult = new OriginDescription();
+    originDescriptionResult.setHarvestDate(originDescription.getHarvestDate());
+    originDescriptionResult.setAltered(originDescription.getAltered());
+    originDescriptionResult.setBaseURL(originDescription.getBaseURL());
+    originDescriptionResult.setIdentifier(originDescription.getIdentifier());
+    originDescriptionResult.setDatestamp(originDescription.getDatestamp());
+    originDescriptionResult.setMetadataNamespace(originDescription.getMetadataNamespace());
+    return originDescriptionResult;
+  }
 
-    private static Publication createPublication(OafProtos.Oaf oaf) {
+  public static Field<String> mapStringField(FieldTypeProtos.StringField s) {
+    final Field<String> stringField = new Field<>();
+    stringField.setValue(s.getValue());
+    stringField.setDataInfo(mapDataInfo(s.getDataInfo()));
+    return stringField;
+  }
 
-        ResultProtos.Result.Metadata m = oaf.getEntity().getResult().getMetadata();
-        Publication publication = setOaf(new Publication(), oaf);
-        setEntity(publication, oaf);
-        setResult(publication, oaf);
-        publication.setJournal(mapJournal(m.getJournal()));
-        return publication;
-    }
+  public static Field<Boolean> mapBoolField(FieldTypeProtos.BoolField b) {
+    final Field<Boolean> booleanField = new Field<>();
+    booleanField.setValue(b.getValue());
+    booleanField.setDataInfo(mapDataInfo(b.getDataInfo()));
+    return booleanField;
+  }
 
-    private static Dataset createDataset(OafProtos.Oaf oaf) {
+  public static Field<Integer> mapIntField(FieldTypeProtos.IntField b) {
+    final Field<Integer> entity = new Field<>();
+    entity.setValue(b.getValue());
+    entity.setDataInfo(mapDataInfo(b.getDataInfo()));
+    return entity;
+  }
 
-        ResultProtos.Result.Metadata m = oaf.getEntity().getResult().getMetadata();
-        Dataset dataset = setOaf(new Dataset(), oaf);
-        setEntity(dataset, oaf);
-        setResult(dataset, oaf);
-        dataset.setStoragedate(mapStringField(m.getStoragedate()));
-        dataset.setDevice(mapStringField(m.getDevice()));
-        dataset.setSize(mapStringField(m.getSize()));
-        dataset.setVersion(mapStringField(m.getVersion()));
-        dataset.setLastmetadataupdate(mapStringField(m.getLastmetadataupdate()));
-        dataset.setMetadataversionnumber(mapStringField(m.getMetadataversionnumber()));
-        dataset.setGeolocation(
-                m.getGeolocationList().stream()
-                        .map(ProtoConverter::mapGeolocation)
-                        .collect(Collectors.toList()));
-        return dataset;
-    }
+  public static Journal mapJournal(FieldTypeProtos.Journal j) {
+    final Journal journal = new Journal();
+    journal.setConferencedate(j.getConferencedate());
+    journal.setConferenceplace(j.getConferenceplace());
+    journal.setEdition(j.getEdition());
+    journal.setEp(j.getEp());
+    journal.setIss(j.getIss());
+    journal.setIssnLinking(j.getIssnLinking());
+    journal.setIssnOnline(j.getIssnOnline());
+    journal.setIssnPrinted(j.getIssnPrinted());
+    journal.setName(j.getName());
+    journal.setSp(j.getSp());
+    journal.setVol(j.getVol());
+    journal.setDataInfo(mapDataInfo(j.getDataInfo()));
+    return journal;
+  }
 
-    public static <T extends Oaf> T setOaf(T oaf, OafProtos.Oaf o) {
-        oaf.setDataInfo(mapDataInfo(o.getDataInfo()));
-        oaf.setLastupdatetimestamp(o.getLastupdatetimestamp());
-        return oaf;
-    }
+  public static Author mapAuthor(FieldTypeProtos.Author author) {
+    final Author entity = new Author();
+    entity.setFullname(author.getFullname());
+    entity.setName(author.getName());
+    entity.setSurname(author.getSurname());
+    entity.setRank(author.getRank());
+    entity.setPid(
+        author.getPidList().stream()
+            .map(
+                kv -> {
+                  final StructuredProperty sp = new StructuredProperty();
+                  sp.setValue(kv.getValue());
+                  final Qualifier q = new Qualifier();
+                  q.setClassid(kv.getKey());
+                  q.setClassname(kv.getKey());
+                  sp.setQualifier(q);
+                  return sp;
+                })
+            .collect(Collectors.toList()));
+    entity.setAffiliation(
+        author.getAffiliationList().stream()
+            .map(ProtoConverter::mapStringField)
+            .collect(Collectors.toList()));
+    return entity;
+  }
 
-    public static <T extends OafEntity> T setEntity(T entity, OafProtos.Oaf oaf) {
-        // setting Entity fields
-        final OafProtos.OafEntity e = oaf.getEntity();
-        entity.setId(e.getId());
-        entity.setOriginalId(e.getOriginalIdList());
-        entity.setCollectedfrom(
-                e.getCollectedfromList().stream()
-                        .map(ProtoConverter::mapKV)
-                        .collect(Collectors.toList()));
-        entity.setPid(
-                e.getPidList().stream()
-                        .map(ProtoConverter::mapStructuredProperty)
-                        .collect(Collectors.toList()));
-        entity.setDateofcollection(e.getDateofcollection());
-        entity.setDateoftransformation(e.getDateoftransformation());
-        entity.setExtraInfo(
-                e.getExtraInfoList().stream()
-                        .map(ProtoConverter::mapExtraInfo)
-                        .collect(Collectors.toList()));
-        return entity;
-    }
-
-    public static <T extends Result> T setResult(T entity, OafProtos.Oaf oaf) {
-        // setting Entity fields
-        final ResultProtos.Result.Metadata m = oaf.getEntity().getResult().getMetadata();
-        entity.setAuthor(
-                m.getAuthorList().stream()
-                        .map(ProtoConverter::mapAuthor)
-                        .collect(Collectors.toList()));
-        entity.setResulttype(mapQualifier(m.getResulttype()));
-        entity.setLanguage(mapQualifier(m.getLanguage()));
-        entity.setCountry(
-                m.getCountryList().stream()
-                        .map(ProtoConverter::mapQualifierAsCountry)
-                        .collect(Collectors.toList()));
-        entity.setSubject(
-                m.getSubjectList().stream()
-                        .map(ProtoConverter::mapStructuredProperty)
-                        .collect(Collectors.toList()));
-        entity.setTitle(
-                m.getTitleList().stream()
-                        .map(ProtoConverter::mapStructuredProperty)
-                        .collect(Collectors.toList()));
-        entity.setRelevantdate(
-                m.getRelevantdateList().stream()
-                        .map(ProtoConverter::mapStructuredProperty)
-                        .collect(Collectors.toList()));
-        entity.setDescription(
-                m.getDescriptionList().stream()
-                        .map(ProtoConverter::mapStringField)
-                        .collect(Collectors.toList()));
-        entity.setDateofacceptance(mapStringField(m.getDateofacceptance()));
-        entity.setPublisher(mapStringField(m.getPublisher()));
-        entity.setEmbargoenddate(mapStringField(m.getEmbargoenddate()));
-        entity.setSource(
-                m.getSourceList().stream()
-                        .map(ProtoConverter::mapStringField)
-                        .collect(Collectors.toList()));
-        entity.setFulltext(
-                m.getFulltextList().stream()
-                        .map(ProtoConverter::mapStringField)
-                        .collect(Collectors.toList()));
-        entity.setFormat(
-                m.getFormatList().stream()
-                        .map(ProtoConverter::mapStringField)
-                        .collect(Collectors.toList()));
-        entity.setContributor(
-                m.getContributorList().stream()
-                        .map(ProtoConverter::mapStringField)
-                        .collect(Collectors.toList()));
-        entity.setResourcetype(mapQualifier(m.getResourcetype()));
-        entity.setCoverage(
-                m.getCoverageList().stream()
-                        .map(ProtoConverter::mapStringField)
-                        .collect(Collectors.toList()));
-        entity.setContext(
-                m.getContextList().stream()
-                        .map(ProtoConverter::mapContext)
-                        .collect(Collectors.toList()));
-
-        entity.setBestaccessright(
-                getBestAccessRights(oaf.getEntity().getResult().getInstanceList()));
-
-        return entity;
-    }
-
-    private static Qualifier getBestAccessRights(List<ResultProtos.Result.Instance> instanceList) {
-        if (instanceList != null) {
-            final Optional<FieldTypeProtos.Qualifier> min =
-                    instanceList.stream().map(i -> i.getAccessright()).min(new LicenseComparator());
-
-            final Qualifier rights = min.isPresent() ? mapQualifier(min.get()) : new Qualifier();
-
-            if (StringUtils.isBlank(rights.getClassid())) {
-                rights.setClassid(UNKNOWN);
-            }
-            if (StringUtils.isBlank(rights.getClassname())
-                    || UNKNOWN.equalsIgnoreCase(rights.getClassname())) {
-                rights.setClassname(NOT_AVAILABLE);
-            }
-            if (StringUtils.isBlank(rights.getSchemeid())) {
-                rights.setSchemeid(DNET_ACCESS_MODES);
-            }
-            if (StringUtils.isBlank(rights.getSchemename())) {
-                rights.setSchemename(DNET_ACCESS_MODES);
-            }
-
-            return rights;
-        }
-        return null;
-    }
-
-    private static Context mapContext(ResultProtos.Result.Context context) {
-
-        final Context entity = new Context();
-        entity.setId(context.getId());
-        entity.setDataInfo(
-                context.getDataInfoList().stream()
-                        .map(ProtoConverter::mapDataInfo)
-                        .collect(Collectors.toList()));
-        return entity;
-    }
-
-    public static KeyValue mapKV(FieldTypeProtos.KeyValue kv) {
-        final KeyValue keyValue = new KeyValue();
-        keyValue.setKey(kv.getKey());
-        keyValue.setValue(kv.getValue());
-        keyValue.setDataInfo(mapDataInfo(kv.getDataInfo()));
-        return keyValue;
-    }
-
-    public static DataInfo mapDataInfo(FieldTypeProtos.DataInfo d) {
-        final DataInfo dataInfo = new DataInfo();
-        dataInfo.setDeletedbyinference(d.getDeletedbyinference());
-        dataInfo.setInferenceprovenance(d.getInferenceprovenance());
-        dataInfo.setInferred(d.getInferred());
-        dataInfo.setInvisible(d.getInvisible());
-        dataInfo.setProvenanceaction(mapQualifier(d.getProvenanceaction()));
-        dataInfo.setTrust(d.getTrust());
-        return dataInfo;
-    }
-
-    public static Qualifier mapQualifier(FieldTypeProtos.Qualifier q) {
-        final Qualifier qualifier = new Qualifier();
-        qualifier.setClassid(q.getClassid());
-        qualifier.setClassname(q.getClassname());
-        qualifier.setSchemeid(q.getSchemeid());
-        qualifier.setSchemename(q.getSchemename());
-        return qualifier;
-    }
-
-    public static Country mapQualifierAsCountry(FieldTypeProtos.Qualifier q) {
-        final Country c = new Country();
-        c.setClassid(q.getClassid());
-        c.setClassname(q.getClassname());
-        c.setSchemeid(q.getSchemeid());
-        c.setSchemename(q.getSchemename());
-        c.setDataInfo(mapDataInfo(q.getDataInfo()));
-        return c;
-    }
-
-    public static StructuredProperty mapStructuredProperty(FieldTypeProtos.StructuredProperty sp) {
-        final StructuredProperty structuredProperty = new StructuredProperty();
-        structuredProperty.setValue(sp.getValue());
-        structuredProperty.setQualifier(mapQualifier(sp.getQualifier()));
-        structuredProperty.setDataInfo(mapDataInfo(sp.getDataInfo()));
-        return structuredProperty;
-    }
-
-    public static ExtraInfo mapExtraInfo(FieldTypeProtos.ExtraInfo extraInfo) {
-        final ExtraInfo entity = new ExtraInfo();
-        entity.setName(extraInfo.getName());
-        entity.setTypology(extraInfo.getTypology());
-        entity.setProvenance(extraInfo.getProvenance());
-        entity.setTrust(extraInfo.getTrust());
-        entity.setValue(extraInfo.getValue());
-        return entity;
-    }
-
-    public static OAIProvenance mapOAIProvenance(FieldTypeProtos.OAIProvenance oaiProvenance) {
-        final OAIProvenance entity = new OAIProvenance();
-        entity.setOriginDescription(mapOriginalDescription(oaiProvenance.getOriginDescription()));
-        return entity;
-    }
-
-    public static OriginDescription mapOriginalDescription(
-            FieldTypeProtos.OAIProvenance.OriginDescription originDescription) {
-        final OriginDescription originDescriptionResult = new OriginDescription();
-        originDescriptionResult.setHarvestDate(originDescription.getHarvestDate());
-        originDescriptionResult.setAltered(originDescription.getAltered());
-        originDescriptionResult.setBaseURL(originDescription.getBaseURL());
-        originDescriptionResult.setIdentifier(originDescription.getIdentifier());
-        originDescriptionResult.setDatestamp(originDescription.getDatestamp());
-        originDescriptionResult.setMetadataNamespace(originDescription.getMetadataNamespace());
-        return originDescriptionResult;
-    }
-
-    public static Field<String> mapStringField(FieldTypeProtos.StringField s) {
-        final Field<String> stringField = new Field<>();
-        stringField.setValue(s.getValue());
-        stringField.setDataInfo(mapDataInfo(s.getDataInfo()));
-        return stringField;
-    }
-
-    public static Field<Boolean> mapBoolField(FieldTypeProtos.BoolField b) {
-        final Field<Boolean> booleanField = new Field<>();
-        booleanField.setValue(b.getValue());
-        booleanField.setDataInfo(mapDataInfo(b.getDataInfo()));
-        return booleanField;
-    }
-
-    public static Field<Integer> mapIntField(FieldTypeProtos.IntField b) {
-        final Field<Integer> entity = new Field<>();
-        entity.setValue(b.getValue());
-        entity.setDataInfo(mapDataInfo(b.getDataInfo()));
-        return entity;
-    }
-
-    public static Journal mapJournal(FieldTypeProtos.Journal j) {
-        final Journal journal = new Journal();
-        journal.setConferencedate(j.getConferencedate());
-        journal.setConferenceplace(j.getConferenceplace());
-        journal.setEdition(j.getEdition());
-        journal.setEp(j.getEp());
-        journal.setIss(j.getIss());
-        journal.setIssnLinking(j.getIssnLinking());
-        journal.setIssnOnline(j.getIssnOnline());
-        journal.setIssnPrinted(j.getIssnPrinted());
-        journal.setName(j.getName());
-        journal.setSp(j.getSp());
-        journal.setVol(j.getVol());
-        journal.setDataInfo(mapDataInfo(j.getDataInfo()));
-        return journal;
-    }
-
-    public static Author mapAuthor(FieldTypeProtos.Author author) {
-        final Author entity = new Author();
-        entity.setFullname(author.getFullname());
-        entity.setName(author.getName());
-        entity.setSurname(author.getSurname());
-        entity.setRank(author.getRank());
-        entity.setPid(
-                author.getPidList().stream()
-                        .map(
-                                kv -> {
-                                    final StructuredProperty sp = new StructuredProperty();
-                                    sp.setValue(kv.getValue());
-                                    final Qualifier q = new Qualifier();
-                                    q.setClassid(kv.getKey());
-                                    q.setClassname(kv.getKey());
-                                    sp.setQualifier(q);
-                                    return sp;
-                                })
-                        .collect(Collectors.toList()));
-        entity.setAffiliation(
-                author.getAffiliationList().stream()
-                        .map(ProtoConverter::mapStringField)
-                        .collect(Collectors.toList()));
-        return entity;
-    }
-
-    public static GeoLocation mapGeolocation(ResultProtos.Result.GeoLocation geoLocation) {
-        final GeoLocation entity = new GeoLocation();
-        entity.setPoint(geoLocation.getPoint());
-        entity.setBox(geoLocation.getBox());
-        entity.setPlace(geoLocation.getPlace());
-        return entity;
-    }
+  public static GeoLocation mapGeolocation(ResultProtos.Result.GeoLocation geoLocation) {
+    final GeoLocation entity = new GeoLocation();
+    entity.setPoint(geoLocation.getPoint());
+    entity.setBox(geoLocation.getBox());
+    entity.setPlace(geoLocation.getPlace());
+    return entity;
+  }
 }
diff --git a/dhp-workflows/dhp-actionmanager/src/main/java/eu/dnetlib/dhp/actionmanager/migration/TransformActions.java b/dhp-workflows/dhp-actionmanager/src/main/java/eu/dnetlib/dhp/actionmanager/migration/TransformActions.java
index 3226361cbb..d200ac18f3 100644
--- a/dhp-workflows/dhp-actionmanager/src/main/java/eu/dnetlib/dhp/actionmanager/migration/TransformActions.java
+++ b/dhp-workflows/dhp-actionmanager/src/main/java/eu/dnetlib/dhp/actionmanager/migration/TransformActions.java
@@ -33,147 +33,132 @@ import scala.Tuple2;
 
 public class TransformActions implements Serializable {
 
-    private static final Logger log = LoggerFactory.getLogger(TransformActions.class);
+  private static final Logger log = LoggerFactory.getLogger(TransformActions.class);
 
-    private static final ObjectMapper OBJECT_MAPPER = new ObjectMapper();
+  private static final ObjectMapper OBJECT_MAPPER = new ObjectMapper();
 
-    private static final String SEPARATOR = "/";
+  private static final String SEPARATOR = "/";
 
-    public static void main(String[] args) throws Exception {
-        final ArgumentApplicationParser parser =
-                new ArgumentApplicationParser(
-                        IOUtils.toString(
-                                MigrateActionSet.class.getResourceAsStream(
-                                        "/eu/dnetlib/dhp/actionmanager/migration/transform_actionsets_parameters.json")));
-        parser.parseArgument(args);
+  public static void main(String[] args) throws Exception {
+    final ArgumentApplicationParser parser =
+        new ArgumentApplicationParser(
+            IOUtils.toString(
+                MigrateActionSet.class.getResourceAsStream(
+                    "/eu/dnetlib/dhp/actionmanager/migration/transform_actionsets_parameters.json")));
+    parser.parseArgument(args);
 
-        Boolean isSparkSessionManaged =
-                Optional.ofNullable(parser.get("isSparkSessionManaged"))
-                        .map(Boolean::valueOf)
-                        .orElse(Boolean.TRUE);
-        log.info("isSparkSessionManaged: {}", isSparkSessionManaged);
+    Boolean isSparkSessionManaged =
+        Optional.ofNullable(parser.get("isSparkSessionManaged"))
+            .map(Boolean::valueOf)
+            .orElse(Boolean.TRUE);
+    log.info("isSparkSessionManaged: {}", isSparkSessionManaged);
 
-        final String isLookupUrl = parser.get("isLookupUrl");
-        log.info("isLookupUrl: {}", isLookupUrl);
+    final String isLookupUrl = parser.get("isLookupUrl");
+    log.info("isLookupUrl: {}", isLookupUrl);
 
-        final String inputPaths = parser.get("inputPaths");
+    final String inputPaths = parser.get("inputPaths");
 
-        if (StringUtils.isBlank(inputPaths)) {
-            throw new RuntimeException("empty inputPaths");
-        }
-        log.info("inputPaths: {}", inputPaths);
-
-        final String targetBaseDir = getTargetBaseDir(isLookupUrl);
-
-        SparkConf conf = new SparkConf();
-
-        runWithSparkSession(
-                conf,
-                isSparkSessionManaged,
-                spark -> transformActions(inputPaths, targetBaseDir, spark));
+    if (StringUtils.isBlank(inputPaths)) {
+      throw new RuntimeException("empty inputPaths");
     }
+    log.info("inputPaths: {}", inputPaths);
 
-    private static void transformActions(
-            String inputPaths, String targetBaseDir, SparkSession spark) throws IOException {
-        final JavaSparkContext sc = JavaSparkContext.fromSparkContext(spark.sparkContext());
-        final FileSystem fs = FileSystem.get(spark.sparkContext().hadoopConfiguration());
+    final String targetBaseDir = getTargetBaseDir(isLookupUrl);
 
-        for (String sourcePath : Lists.newArrayList(Splitter.on(",").split(inputPaths))) {
+    SparkConf conf = new SparkConf();
 
-            LinkedList<String> pathQ =
-                    Lists.newLinkedList(Splitter.on(SEPARATOR).split(sourcePath));
+    runWithSparkSession(
+        conf, isSparkSessionManaged, spark -> transformActions(inputPaths, targetBaseDir, spark));
+  }
 
-            final String rawset = pathQ.pollLast();
-            final String actionSetDirectory = pathQ.pollLast();
+  private static void transformActions(String inputPaths, String targetBaseDir, SparkSession spark)
+      throws IOException {
+    final JavaSparkContext sc = JavaSparkContext.fromSparkContext(spark.sparkContext());
+    final FileSystem fs = FileSystem.get(spark.sparkContext().hadoopConfiguration());
 
-            final Path targetDirectory =
-                    new Path(targetBaseDir + SEPARATOR + actionSetDirectory + SEPARATOR + rawset);
+    for (String sourcePath : Lists.newArrayList(Splitter.on(",").split(inputPaths))) {
 
-            if (fs.exists(targetDirectory)) {
-                log.info("found target directory '{}", targetDirectory);
-                fs.delete(targetDirectory, true);
-                log.info("deleted target directory '{}", targetDirectory);
+      LinkedList<String> pathQ = Lists.newLinkedList(Splitter.on(SEPARATOR).split(sourcePath));
+
+      final String rawset = pathQ.pollLast();
+      final String actionSetDirectory = pathQ.pollLast();
+
+      final Path targetDirectory =
+          new Path(targetBaseDir + SEPARATOR + actionSetDirectory + SEPARATOR + rawset);
+
+      if (fs.exists(targetDirectory)) {
+        log.info("found target directory '{}", targetDirectory);
+        fs.delete(targetDirectory, true);
+        log.info("deleted target directory '{}", targetDirectory);
+      }
+
+      log.info("transforming actions from '{}' to '{}'", sourcePath, targetDirectory);
+
+      sc.sequenceFile(sourcePath, Text.class, Text.class)
+          .map(a -> eu.dnetlib.actionmanager.actions.AtomicAction.fromJSON(a._2().toString()))
+          .map(TransformActions::doTransform)
+          .filter(Objects::nonNull)
+          .mapToPair(
+              a -> new Tuple2<>(a.getClazz().toString(), OBJECT_MAPPER.writeValueAsString(a)))
+          .mapToPair(t -> new Tuple2(new Text(t._1()), new Text(t._2())))
+          .saveAsNewAPIHadoopFile(
+              targetDirectory.toString(),
+              Text.class,
+              Text.class,
+              SequenceFileOutputFormat.class,
+              sc.hadoopConfiguration());
+    }
+  }
+
+  private static AtomicAction doTransform(eu.dnetlib.actionmanager.actions.AtomicAction aa)
+      throws InvalidProtocolBufferException {
+
+    // dedup similarity relations had empty target value, don't migrate them
+    if (aa.getTargetValue().length == 0) {
+      return null;
+    }
+    final OafProtos.Oaf proto_oaf = OafProtos.Oaf.parseFrom(aa.getTargetValue());
+    final Oaf oaf = ProtoConverter.convert(proto_oaf);
+    switch (proto_oaf.getKind()) {
+      case entity:
+        switch (proto_oaf.getEntity().getType()) {
+          case datasource:
+            return new AtomicAction<>(Datasource.class, (Datasource) oaf);
+          case organization:
+            return new AtomicAction<>(Organization.class, (Organization) oaf);
+          case project:
+            return new AtomicAction<>(Project.class, (Project) oaf);
+          case result:
+            final String resulttypeid =
+                proto_oaf.getEntity().getResult().getMetadata().getResulttype().getClassid();
+            switch (resulttypeid) {
+              case "publication":
+                return new AtomicAction<>(Publication.class, (Publication) oaf);
+              case "software":
+                return new AtomicAction<>(Software.class, (Software) oaf);
+              case "other":
+                return new AtomicAction<>(OtherResearchProduct.class, (OtherResearchProduct) oaf);
+              case "dataset":
+                return new AtomicAction<>(Dataset.class, (Dataset) oaf);
+              default:
+                // can be an update, where the resulttype is not specified
+                return new AtomicAction<>(Result.class, (Result) oaf);
             }
-
-            log.info("transforming actions from '{}' to '{}'", sourcePath, targetDirectory);
-
-            sc.sequenceFile(sourcePath, Text.class, Text.class)
-                    .map(
-                            a ->
-                                    eu.dnetlib.actionmanager.actions.AtomicAction.fromJSON(
-                                            a._2().toString()))
-                    .map(TransformActions::doTransform)
-                    .filter(Objects::nonNull)
-                    .mapToPair(
-                            a ->
-                                    new Tuple2<>(
-                                            a.getClazz().toString(),
-                                            OBJECT_MAPPER.writeValueAsString(a)))
-                    .mapToPair(t -> new Tuple2(new Text(t._1()), new Text(t._2())))
-                    .saveAsNewAPIHadoopFile(
-                            targetDirectory.toString(),
-                            Text.class,
-                            Text.class,
-                            SequenceFileOutputFormat.class,
-                            sc.hadoopConfiguration());
+          default:
+            throw new IllegalArgumentException(
+                "invalid entity type: " + proto_oaf.getEntity().getType());
         }
+      case relation:
+        return new AtomicAction<>(Relation.class, (Relation) oaf);
+      default:
+        throw new IllegalArgumentException("invalid kind: " + proto_oaf.getKind());
     }
+  }
 
-    private static AtomicAction doTransform(eu.dnetlib.actionmanager.actions.AtomicAction aa)
-            throws InvalidProtocolBufferException {
-
-        // dedup similarity relations had empty target value, don't migrate them
-        if (aa.getTargetValue().length == 0) {
-            return null;
-        }
-        final OafProtos.Oaf proto_oaf = OafProtos.Oaf.parseFrom(aa.getTargetValue());
-        final Oaf oaf = ProtoConverter.convert(proto_oaf);
-        switch (proto_oaf.getKind()) {
-            case entity:
-                switch (proto_oaf.getEntity().getType()) {
-                    case datasource:
-                        return new AtomicAction<>(Datasource.class, (Datasource) oaf);
-                    case organization:
-                        return new AtomicAction<>(Organization.class, (Organization) oaf);
-                    case project:
-                        return new AtomicAction<>(Project.class, (Project) oaf);
-                    case result:
-                        final String resulttypeid =
-                                proto_oaf
-                                        .getEntity()
-                                        .getResult()
-                                        .getMetadata()
-                                        .getResulttype()
-                                        .getClassid();
-                        switch (resulttypeid) {
-                            case "publication":
-                                return new AtomicAction<>(Publication.class, (Publication) oaf);
-                            case "software":
-                                return new AtomicAction<>(Software.class, (Software) oaf);
-                            case "other":
-                                return new AtomicAction<>(
-                                        OtherResearchProduct.class, (OtherResearchProduct) oaf);
-                            case "dataset":
-                                return new AtomicAction<>(Dataset.class, (Dataset) oaf);
-                            default:
-                                // can be an update, where the resulttype is not specified
-                                return new AtomicAction<>(Result.class, (Result) oaf);
-                        }
-                    default:
-                        throw new IllegalArgumentException(
-                                "invalid entity type: " + proto_oaf.getEntity().getType());
-                }
-            case relation:
-                return new AtomicAction<>(Relation.class, (Relation) oaf);
-            default:
-                throw new IllegalArgumentException("invalid kind: " + proto_oaf.getKind());
-        }
-    }
-
-    private static String getTargetBaseDir(String isLookupUrl) throws ISLookUpException {
-        ISLookUpService isLookUp = ISLookupClientFactory.getLookUpService(isLookupUrl);
-        String XQUERY =
-                "collection('/db/DRIVER/ServiceResources/ActionManagerServiceResourceType')//SERVICE_PROPERTIES/PROPERTY[@key = 'basePath']/@value/string()";
-        return isLookUp.getResourceProfileByQuery(XQUERY);
-    }
+  private static String getTargetBaseDir(String isLookupUrl) throws ISLookUpException {
+    ISLookUpService isLookUp = ISLookupClientFactory.getLookUpService(isLookupUrl);
+    String XQUERY =
+        "collection('/db/DRIVER/ServiceResources/ActionManagerServiceResourceType')//SERVICE_PROPERTIES/PROPERTY[@key = 'basePath']/@value/string()";
+    return isLookUp.getResourceProfileByQuery(XQUERY);
+  }
 }
diff --git a/dhp-workflows/dhp-actionmanager/src/main/java/eu/dnetlib/dhp/actionmanager/partition/PartitionActionSetsByPayloadTypeJob.java b/dhp-workflows/dhp-actionmanager/src/main/java/eu/dnetlib/dhp/actionmanager/partition/PartitionActionSetsByPayloadTypeJob.java
index 9ead5411f5..6eb0bac3b0 100644
--- a/dhp-workflows/dhp-actionmanager/src/main/java/eu/dnetlib/dhp/actionmanager/partition/PartitionActionSetsByPayloadTypeJob.java
+++ b/dhp-workflows/dhp-actionmanager/src/main/java/eu/dnetlib/dhp/actionmanager/partition/PartitionActionSetsByPayloadTypeJob.java
@@ -23,120 +23,114 @@ import org.slf4j.LoggerFactory;
 /** Partitions given set of action sets by payload type. */
 public class PartitionActionSetsByPayloadTypeJob {
 
-    private static final Logger logger =
-            LoggerFactory.getLogger(PartitionActionSetsByPayloadTypeJob.class);
+  private static final Logger logger =
+      LoggerFactory.getLogger(PartitionActionSetsByPayloadTypeJob.class);
 
-    private static final StructType KV_SCHEMA =
-            StructType$.MODULE$.apply(
-                    Arrays.asList(
-                            StructField$.MODULE$.apply(
-                                    "key", DataTypes.StringType, false, Metadata.empty()),
-                            StructField$.MODULE$.apply(
-                                    "value", DataTypes.StringType, false, Metadata.empty())));
+  private static final StructType KV_SCHEMA =
+      StructType$.MODULE$.apply(
+          Arrays.asList(
+              StructField$.MODULE$.apply("key", DataTypes.StringType, false, Metadata.empty()),
+              StructField$.MODULE$.apply("value", DataTypes.StringType, false, Metadata.empty())));
 
-    private static final StructType ATOMIC_ACTION_SCHEMA =
-            StructType$.MODULE$.apply(
-                    Arrays.asList(
-                            StructField$.MODULE$.apply(
-                                    "clazz", DataTypes.StringType, false, Metadata.empty()),
-                            StructField$.MODULE$.apply(
-                                    "payload", DataTypes.StringType, false, Metadata.empty())));
+  private static final StructType ATOMIC_ACTION_SCHEMA =
+      StructType$.MODULE$.apply(
+          Arrays.asList(
+              StructField$.MODULE$.apply("clazz", DataTypes.StringType, false, Metadata.empty()),
+              StructField$.MODULE$.apply(
+                  "payload", DataTypes.StringType, false, Metadata.empty())));
 
-    private ISClient isClient;
+  private ISClient isClient;
 
-    public PartitionActionSetsByPayloadTypeJob(String isLookupUrl) {
-        this.isClient = new ISClient(isLookupUrl);
-    }
+  public PartitionActionSetsByPayloadTypeJob(String isLookupUrl) {
+    this.isClient = new ISClient(isLookupUrl);
+  }
 
-    public PartitionActionSetsByPayloadTypeJob() {}
+  public PartitionActionSetsByPayloadTypeJob() {}
 
-    public static void main(String[] args) throws Exception {
-        String jsonConfiguration =
-                IOUtils.toString(
-                        PromoteActionPayloadForGraphTableJob.class.getResourceAsStream(
-                                "/eu/dnetlib/dhp/actionmanager/partition/partition_action_sets_by_payload_type_input_parameters.json"));
-        final ArgumentApplicationParser parser = new ArgumentApplicationParser(jsonConfiguration);
-        parser.parseArgument(args);
+  public static void main(String[] args) throws Exception {
+    String jsonConfiguration =
+        IOUtils.toString(
+            PromoteActionPayloadForGraphTableJob.class.getResourceAsStream(
+                "/eu/dnetlib/dhp/actionmanager/partition/partition_action_sets_by_payload_type_input_parameters.json"));
+    final ArgumentApplicationParser parser = new ArgumentApplicationParser(jsonConfiguration);
+    parser.parseArgument(args);
 
-        Boolean isSparkSessionManaged =
-                Optional.ofNullable(parser.get("isSparkSessionManaged"))
-                        .map(Boolean::valueOf)
-                        .orElse(Boolean.TRUE);
-        logger.info("isSparkSessionManaged: {}", isSparkSessionManaged);
+    Boolean isSparkSessionManaged =
+        Optional.ofNullable(parser.get("isSparkSessionManaged"))
+            .map(Boolean::valueOf)
+            .orElse(Boolean.TRUE);
+    logger.info("isSparkSessionManaged: {}", isSparkSessionManaged);
 
-        String inputActionSetIds = parser.get("inputActionSetIds");
-        logger.info("inputActionSetIds: {}", inputActionSetIds);
+    String inputActionSetIds = parser.get("inputActionSetIds");
+    logger.info("inputActionSetIds: {}", inputActionSetIds);
 
-        String outputPath = parser.get("outputPath");
-        logger.info("outputPath: {}", outputPath);
+    String outputPath = parser.get("outputPath");
+    logger.info("outputPath: {}", outputPath);
 
-        String isLookupUrl = parser.get("isLookupUrl");
-        logger.info("isLookupUrl: {}", isLookupUrl);
+    String isLookupUrl = parser.get("isLookupUrl");
+    logger.info("isLookupUrl: {}", isLookupUrl);
 
-        new PartitionActionSetsByPayloadTypeJob(isLookupUrl)
-                .run(isSparkSessionManaged, inputActionSetIds, outputPath);
-    }
+    new PartitionActionSetsByPayloadTypeJob(isLookupUrl)
+        .run(isSparkSessionManaged, inputActionSetIds, outputPath);
+  }
 
-    protected void run(Boolean isSparkSessionManaged, String inputActionSetIds, String outputPath) {
+  protected void run(Boolean isSparkSessionManaged, String inputActionSetIds, String outputPath) {
 
-        List<String> inputActionSetPaths = getIsClient().getLatestRawsetPaths(inputActionSetIds);
-        logger.info("inputActionSetPaths: {}", String.join(",", inputActionSetPaths));
+    List<String> inputActionSetPaths = getIsClient().getLatestRawsetPaths(inputActionSetIds);
+    logger.info("inputActionSetPaths: {}", String.join(",", inputActionSetPaths));
 
-        SparkConf conf = new SparkConf();
-        conf.set("spark.serializer", "org.apache.spark.serializer.KryoSerializer");
+    SparkConf conf = new SparkConf();
+    conf.set("spark.serializer", "org.apache.spark.serializer.KryoSerializer");
 
-        runWithSparkSession(
-                conf,
-                isSparkSessionManaged,
-                spark -> {
-                    removeOutputDir(spark, outputPath);
-                    readAndWriteActionSetsFromPaths(spark, inputActionSetPaths, outputPath);
-                });
-    }
+    runWithSparkSession(
+        conf,
+        isSparkSessionManaged,
+        spark -> {
+          removeOutputDir(spark, outputPath);
+          readAndWriteActionSetsFromPaths(spark, inputActionSetPaths, outputPath);
+        });
+  }
 
-    private static void removeOutputDir(SparkSession spark, String path) {
-        HdfsSupport.remove(path, spark.sparkContext().hadoopConfiguration());
-    }
+  private static void removeOutputDir(SparkSession spark, String path) {
+    HdfsSupport.remove(path, spark.sparkContext().hadoopConfiguration());
+  }
 
-    private static void readAndWriteActionSetsFromPaths(
-            SparkSession spark, List<String> inputActionSetPaths, String outputPath) {
-        inputActionSetPaths.stream()
-                .filter(
-                        path ->
-                                HdfsSupport.exists(
-                                        path, spark.sparkContext().hadoopConfiguration()))
-                .forEach(
-                        inputActionSetPath -> {
-                            Dataset<Row> actionDS =
-                                    readActionSetFromPath(spark, inputActionSetPath);
-                            saveActions(actionDS, outputPath);
-                        });
-    }
+  private static void readAndWriteActionSetsFromPaths(
+      SparkSession spark, List<String> inputActionSetPaths, String outputPath) {
+    inputActionSetPaths.stream()
+        .filter(path -> HdfsSupport.exists(path, spark.sparkContext().hadoopConfiguration()))
+        .forEach(
+            inputActionSetPath -> {
+              Dataset<Row> actionDS = readActionSetFromPath(spark, inputActionSetPath);
+              saveActions(actionDS, outputPath);
+            });
+  }
 
-    private static Dataset<Row> readActionSetFromPath(SparkSession spark, String path) {
-        logger.info("Reading actions from path: {}", path);
+  private static Dataset<Row> readActionSetFromPath(SparkSession spark, String path) {
+    logger.info("Reading actions from path: {}", path);
 
-        JavaSparkContext sc = JavaSparkContext.fromSparkContext(spark.sparkContext());
+    JavaSparkContext sc = JavaSparkContext.fromSparkContext(spark.sparkContext());
 
-        JavaRDD<Row> rdd =
-                sc.sequenceFile(path, Text.class, Text.class)
-                        .map(x -> RowFactory.create(x._1().toString(), x._2().toString()));
+    JavaRDD<Row> rdd =
+        sc.sequenceFile(path, Text.class, Text.class)
+            .map(x -> RowFactory.create(x._1().toString(), x._2().toString()));
 
-        return spark.createDataFrame(rdd, KV_SCHEMA)
-                .withColumn("atomic_action", from_json(col("value"), ATOMIC_ACTION_SCHEMA))
-                .select(expr("atomic_action.*"));
-    }
+    return spark
+        .createDataFrame(rdd, KV_SCHEMA)
+        .withColumn("atomic_action", from_json(col("value"), ATOMIC_ACTION_SCHEMA))
+        .select(expr("atomic_action.*"));
+  }
 
-    private static void saveActions(Dataset<Row> actionDS, String path) {
-        logger.info("Saving actions to path: {}", path);
-        actionDS.write().partitionBy("clazz").mode(SaveMode.Append).parquet(path);
-    }
+  private static void saveActions(Dataset<Row> actionDS, String path) {
+    logger.info("Saving actions to path: {}", path);
+    actionDS.write().partitionBy("clazz").mode(SaveMode.Append).parquet(path);
+  }
 
-    public ISClient getIsClient() {
-        return isClient;
-    }
+  public ISClient getIsClient() {
+    return isClient;
+  }
 
-    public void setIsClient(ISClient isClient) {
-        this.isClient = isClient;
-    }
+  public void setIsClient(ISClient isClient) {
+    this.isClient = isClient;
+  }
 }
diff --git a/dhp-workflows/dhp-actionmanager/src/main/java/eu/dnetlib/dhp/actionmanager/promote/MergeAndGet.java b/dhp-workflows/dhp-actionmanager/src/main/java/eu/dnetlib/dhp/actionmanager/promote/MergeAndGet.java
index eb839245b5..ac82918429 100644
--- a/dhp-workflows/dhp-actionmanager/src/main/java/eu/dnetlib/dhp/actionmanager/promote/MergeAndGet.java
+++ b/dhp-workflows/dhp-actionmanager/src/main/java/eu/dnetlib/dhp/actionmanager/promote/MergeAndGet.java
@@ -11,72 +11,72 @@ import java.util.function.BiFunction;
 /** OAF model merging support. */
 public class MergeAndGet {
 
-    private MergeAndGet() {}
+  private MergeAndGet() {}
 
-    /**
-     * Strategy for merging OAF model objects.
-     *
-     * <p>MERGE_FROM_AND_GET: use OAF 'mergeFrom' method SELECT_NEWER_AND_GET: use last update
-     * timestamp to return newer instance
-     */
-    public enum Strategy {
-        MERGE_FROM_AND_GET,
-        SELECT_NEWER_AND_GET
-    }
+  /**
+   * Strategy for merging OAF model objects.
+   *
+   * <p>MERGE_FROM_AND_GET: use OAF 'mergeFrom' method SELECT_NEWER_AND_GET: use last update
+   * timestamp to return newer instance
+   */
+  public enum Strategy {
+    MERGE_FROM_AND_GET,
+    SELECT_NEWER_AND_GET
+  }
 
-    /**
-     * Returns a function for merging OAF model objects.
-     *
-     * @param strategy Strategy to be used to merge objects
-     * @param <G> Graph table type
-     * @param <A> Action payload type
-     * @return BiFunction to be used to merge OAF objects
-     */
-    public static <G extends Oaf, A extends Oaf>
-            SerializableSupplier<BiFunction<G, A, G>> functionFor(Strategy strategy) {
-        switch (strategy) {
-            case MERGE_FROM_AND_GET:
-                return () -> MergeAndGet::mergeFromAndGet;
-            case SELECT_NEWER_AND_GET:
-                return () -> MergeAndGet::selectNewerAndGet;
-        }
-        throw new RuntimeException();
+  /**
+   * Returns a function for merging OAF model objects.
+   *
+   * @param strategy Strategy to be used to merge objects
+   * @param <G> Graph table type
+   * @param <A> Action payload type
+   * @return BiFunction to be used to merge OAF objects
+   */
+  public static <G extends Oaf, A extends Oaf>
+      SerializableSupplier<BiFunction<G, A, G>> functionFor(Strategy strategy) {
+    switch (strategy) {
+      case MERGE_FROM_AND_GET:
+        return () -> MergeAndGet::mergeFromAndGet;
+      case SELECT_NEWER_AND_GET:
+        return () -> MergeAndGet::selectNewerAndGet;
     }
+    throw new RuntimeException();
+  }
 
-    private static <G extends Oaf, A extends Oaf> G mergeFromAndGet(G x, A y) {
-        if (isSubClass(x, Relation.class) && isSubClass(y, Relation.class)) {
-            ((Relation) x).mergeFrom((Relation) y);
-            return x;
-        } else if (isSubClass(x, OafEntity.class)
-                && isSubClass(y, OafEntity.class)
-                && isSubClass(x, y)) {
-            ((OafEntity) x).mergeFrom((OafEntity) y);
-            return x;
-        }
-        throw new RuntimeException(
-                String.format(
-                        "MERGE_FROM_AND_GET incompatible types: %s, %s",
-                        x.getClass().getCanonicalName(), y.getClass().getCanonicalName()));
+  private static <G extends Oaf, A extends Oaf> G mergeFromAndGet(G x, A y) {
+    if (isSubClass(x, Relation.class) && isSubClass(y, Relation.class)) {
+      ((Relation) x).mergeFrom((Relation) y);
+      return x;
+    } else if (isSubClass(x, OafEntity.class)
+        && isSubClass(y, OafEntity.class)
+        && isSubClass(x, y)) {
+      ((OafEntity) x).mergeFrom((OafEntity) y);
+      return x;
     }
+    throw new RuntimeException(
+        String.format(
+            "MERGE_FROM_AND_GET incompatible types: %s, %s",
+            x.getClass().getCanonicalName(), y.getClass().getCanonicalName()));
+  }
 
-    private static <G extends Oaf, A extends Oaf> G selectNewerAndGet(G x, A y) {
-        if (x.getClass().equals(y.getClass())
-                && x.getLastupdatetimestamp() > y.getLastupdatetimestamp()) {
-            return x;
-        } else if (x.getClass().equals(y.getClass())
-                && x.getLastupdatetimestamp() < y.getLastupdatetimestamp()) {
-            return (G) y;
-        } else if (isSubClass(x, y) && x.getLastupdatetimestamp() > y.getLastupdatetimestamp()) {
-            return x;
-        } else if (isSubClass(x, y) && x.getLastupdatetimestamp() < y.getLastupdatetimestamp()) {
-            throw new RuntimeException(
-                    String.format(
-                            "SELECT_NEWER_AND_GET cannot return right type when it is not the same as left type: %s, %s",
-                            x.getClass().getCanonicalName(), y.getClass().getCanonicalName()));
-        }
-        throw new RuntimeException(
-                String.format(
-                        "SELECT_NEWER_AND_GET cannot be used when left is not subtype of right: %s, %s",
-                        x.getClass().getCanonicalName(), y.getClass().getCanonicalName()));
+  private static <G extends Oaf, A extends Oaf> G selectNewerAndGet(G x, A y) {
+    if (x.getClass().equals(y.getClass())
+        && x.getLastupdatetimestamp() > y.getLastupdatetimestamp()) {
+      return x;
+    } else if (x.getClass().equals(y.getClass())
+        && x.getLastupdatetimestamp() < y.getLastupdatetimestamp()) {
+      return (G) y;
+    } else if (isSubClass(x, y) && x.getLastupdatetimestamp() > y.getLastupdatetimestamp()) {
+      return x;
+    } else if (isSubClass(x, y) && x.getLastupdatetimestamp() < y.getLastupdatetimestamp()) {
+      throw new RuntimeException(
+          String.format(
+              "SELECT_NEWER_AND_GET cannot return right type when it is not the same as left type: %s, %s",
+              x.getClass().getCanonicalName(), y.getClass().getCanonicalName()));
     }
+    throw new RuntimeException(
+        String.format(
+            "SELECT_NEWER_AND_GET cannot be used when left is not subtype of right: %s, %s",
+            x.getClass().getCanonicalName(), y.getClass().getCanonicalName()));
+  }
 }
diff --git a/dhp-workflows/dhp-actionmanager/src/main/java/eu/dnetlib/dhp/actionmanager/promote/PromoteActionPayloadForGraphTableJob.java b/dhp-workflows/dhp-actionmanager/src/main/java/eu/dnetlib/dhp/actionmanager/promote/PromoteActionPayloadForGraphTableJob.java
index 1fa173e9c9..24af1973f3 100644
--- a/dhp-workflows/dhp-actionmanager/src/main/java/eu/dnetlib/dhp/actionmanager/promote/PromoteActionPayloadForGraphTableJob.java
+++ b/dhp-workflows/dhp-actionmanager/src/main/java/eu/dnetlib/dhp/actionmanager/promote/PromoteActionPayloadForGraphTableJob.java
@@ -25,269 +25,202 @@ import org.slf4j.LoggerFactory;
 
 /** Applies a given action payload file to graph table of compatible type. */
 public class PromoteActionPayloadForGraphTableJob {
-    private static final Logger logger =
-            LoggerFactory.getLogger(PromoteActionPayloadForGraphTableJob.class);
+  private static final Logger logger =
+      LoggerFactory.getLogger(PromoteActionPayloadForGraphTableJob.class);
 
-    private static final ObjectMapper OBJECT_MAPPER = new ObjectMapper();
+  private static final ObjectMapper OBJECT_MAPPER = new ObjectMapper();
 
-    public static void main(String[] args) throws Exception {
-        String jsonConfiguration =
-                IOUtils.toString(
-                        PromoteActionPayloadForGraphTableJob.class.getResourceAsStream(
-                                "/eu/dnetlib/dhp/actionmanager/promote/promote_action_payload_for_graph_table_input_parameters.json"));
-        final ArgumentApplicationParser parser = new ArgumentApplicationParser(jsonConfiguration);
-        parser.parseArgument(args);
+  public static void main(String[] args) throws Exception {
+    String jsonConfiguration =
+        IOUtils.toString(
+            PromoteActionPayloadForGraphTableJob.class.getResourceAsStream(
+                "/eu/dnetlib/dhp/actionmanager/promote/promote_action_payload_for_graph_table_input_parameters.json"));
+    final ArgumentApplicationParser parser = new ArgumentApplicationParser(jsonConfiguration);
+    parser.parseArgument(args);
 
-        Boolean isSparkSessionManaged =
-                Optional.ofNullable(parser.get("isSparkSessionManaged"))
-                        .map(Boolean::valueOf)
-                        .orElse(Boolean.TRUE);
-        logger.info("isSparkSessionManaged: {}", isSparkSessionManaged);
+    Boolean isSparkSessionManaged =
+        Optional.ofNullable(parser.get("isSparkSessionManaged"))
+            .map(Boolean::valueOf)
+            .orElse(Boolean.TRUE);
+    logger.info("isSparkSessionManaged: {}", isSparkSessionManaged);
 
-        String inputGraphTablePath = parser.get("inputGraphTablePath");
-        logger.info("inputGraphTablePath: {}", inputGraphTablePath);
+    String inputGraphTablePath = parser.get("inputGraphTablePath");
+    logger.info("inputGraphTablePath: {}", inputGraphTablePath);
 
-        String graphTableClassName = parser.get("graphTableClassName");
-        logger.info("graphTableClassName: {}", graphTableClassName);
+    String graphTableClassName = parser.get("graphTableClassName");
+    logger.info("graphTableClassName: {}", graphTableClassName);
 
-        String inputActionPayloadPath = parser.get("inputActionPayloadPath");
-        logger.info("inputActionPayloadPath: {}", inputActionPayloadPath);
+    String inputActionPayloadPath = parser.get("inputActionPayloadPath");
+    logger.info("inputActionPayloadPath: {}", inputActionPayloadPath);
 
-        String actionPayloadClassName = parser.get("actionPayloadClassName");
-        logger.info("actionPayloadClassName: {}", actionPayloadClassName);
+    String actionPayloadClassName = parser.get("actionPayloadClassName");
+    logger.info("actionPayloadClassName: {}", actionPayloadClassName);
 
-        String outputGraphTablePath = parser.get("outputGraphTablePath");
-        logger.info("outputGraphTablePath: {}", outputGraphTablePath);
+    String outputGraphTablePath = parser.get("outputGraphTablePath");
+    logger.info("outputGraphTablePath: {}", outputGraphTablePath);
 
-        MergeAndGet.Strategy strategy =
-                MergeAndGet.Strategy.valueOf(parser.get("mergeAndGetStrategy").toUpperCase());
-        logger.info("strategy: {}", strategy);
+    MergeAndGet.Strategy strategy =
+        MergeAndGet.Strategy.valueOf(parser.get("mergeAndGetStrategy").toUpperCase());
+    logger.info("strategy: {}", strategy);
 
-        Class<? extends Oaf> rowClazz = (Class<? extends Oaf>) Class.forName(graphTableClassName);
-        Class<? extends Oaf> actionPayloadClazz =
-                (Class<? extends Oaf>) Class.forName(actionPayloadClassName);
+    Class<? extends Oaf> rowClazz = (Class<? extends Oaf>) Class.forName(graphTableClassName);
+    Class<? extends Oaf> actionPayloadClazz =
+        (Class<? extends Oaf>) Class.forName(actionPayloadClassName);
 
-        throwIfGraphTableClassIsNotSubClassOfActionPayloadClass(rowClazz, actionPayloadClazz);
+    throwIfGraphTableClassIsNotSubClassOfActionPayloadClass(rowClazz, actionPayloadClazz);
 
-        SparkConf conf = new SparkConf();
-        conf.set("spark.serializer", "org.apache.spark.serializer.KryoSerializer");
-        conf.registerKryoClasses(ModelSupport.getOafModelClasses());
+    SparkConf conf = new SparkConf();
+    conf.set("spark.serializer", "org.apache.spark.serializer.KryoSerializer");
+    conf.registerKryoClasses(ModelSupport.getOafModelClasses());
 
-        runWithSparkSession(
-                conf,
-                isSparkSessionManaged,
-                spark -> {
-                    removeOutputDir(spark, outputGraphTablePath);
-                    promoteActionPayloadForGraphTable(
-                            spark,
-                            inputGraphTablePath,
-                            inputActionPayloadPath,
-                            outputGraphTablePath,
-                            strategy,
-                            rowClazz,
-                            actionPayloadClazz);
-                });
+    runWithSparkSession(
+        conf,
+        isSparkSessionManaged,
+        spark -> {
+          removeOutputDir(spark, outputGraphTablePath);
+          promoteActionPayloadForGraphTable(
+              spark,
+              inputGraphTablePath,
+              inputActionPayloadPath,
+              outputGraphTablePath,
+              strategy,
+              rowClazz,
+              actionPayloadClazz);
+        });
+  }
+
+  private static void throwIfGraphTableClassIsNotSubClassOfActionPayloadClass(
+      Class<? extends Oaf> rowClazz, Class<? extends Oaf> actionPayloadClazz) {
+    if (!isSubClass(rowClazz, actionPayloadClazz)) {
+      String msg =
+          String.format(
+              "graph table class is not a subclass of action payload class: graph=%s, action=%s",
+              rowClazz.getCanonicalName(), actionPayloadClazz.getCanonicalName());
+      throw new RuntimeException(msg);
     }
+  }
 
-    private static void throwIfGraphTableClassIsNotSubClassOfActionPayloadClass(
-            Class<? extends Oaf> rowClazz, Class<? extends Oaf> actionPayloadClazz) {
-        if (!isSubClass(rowClazz, actionPayloadClazz)) {
-            String msg =
-                    String.format(
-                            "graph table class is not a subclass of action payload class: graph=%s, action=%s",
-                            rowClazz.getCanonicalName(), actionPayloadClazz.getCanonicalName());
-            throw new RuntimeException(msg);
-        }
+  private static void removeOutputDir(SparkSession spark, String path) {
+    HdfsSupport.remove(path, spark.sparkContext().hadoopConfiguration());
+  }
+
+  private static <G extends Oaf, A extends Oaf> void promoteActionPayloadForGraphTable(
+      SparkSession spark,
+      String inputGraphTablePath,
+      String inputActionPayloadPath,
+      String outputGraphTablePath,
+      MergeAndGet.Strategy strategy,
+      Class<G> rowClazz,
+      Class<A> actionPayloadClazz) {
+    Dataset<G> rowDS = readGraphTable(spark, inputGraphTablePath, rowClazz);
+    Dataset<A> actionPayloadDS =
+        readActionPayload(spark, inputActionPayloadPath, actionPayloadClazz);
+
+    Dataset<G> result =
+        promoteActionPayloadForGraphTable(
+                rowDS, actionPayloadDS, strategy, rowClazz, actionPayloadClazz)
+            .map((MapFunction<G, G>) value -> value, Encoders.bean(rowClazz));
+
+    saveGraphTable(result, outputGraphTablePath);
+  }
+
+  private static <G extends Oaf> Dataset<G> readGraphTable(
+      SparkSession spark, String path, Class<G> rowClazz) {
+    logger.info("Reading graph table from path: {}", path);
+
+    return spark
+        .read()
+        .textFile(path)
+        .map(
+            (MapFunction<String, G>) value -> OBJECT_MAPPER.readValue(value, rowClazz),
+            Encoders.bean(rowClazz));
+
+    /*
+     * return spark .read() .parquet(path) .as(Encoders.bean(rowClazz));
+     */
+  }
+
+  private static <A extends Oaf> Dataset<A> readActionPayload(
+      SparkSession spark, String path, Class<A> actionPayloadClazz) {
+    logger.info("Reading action payload from path: {}", path);
+    return spark
+        .read()
+        .parquet(path)
+        .map(
+            (MapFunction<Row, A>)
+                value ->
+                    OBJECT_MAPPER.readValue(value.<String>getAs("payload"), actionPayloadClazz),
+            Encoders.bean(actionPayloadClazz));
+  }
+
+  private static <G extends Oaf, A extends Oaf> Dataset<G> promoteActionPayloadForGraphTable(
+      Dataset<G> rowDS,
+      Dataset<A> actionPayloadDS,
+      MergeAndGet.Strategy strategy,
+      Class<G> rowClazz,
+      Class<A> actionPayloadClazz) {
+    logger.info(
+        "Promoting action payload for graph table: payload={}, table={}",
+        actionPayloadClazz.getSimpleName(),
+        rowClazz.getSimpleName());
+
+    SerializableSupplier<Function<G, String>> rowIdFn = ModelSupport::idFn;
+    SerializableSupplier<Function<A, String>> actionPayloadIdFn = ModelSupport::idFn;
+    SerializableSupplier<BiFunction<G, A, G>> mergeRowWithActionPayloadAndGetFn =
+        MergeAndGet.functionFor(strategy);
+    SerializableSupplier<BiFunction<G, G, G>> mergeRowsAndGetFn = MergeAndGet.functionFor(strategy);
+    SerializableSupplier<G> zeroFn = zeroFn(rowClazz);
+    SerializableSupplier<Function<G, Boolean>> isNotZeroFn =
+        PromoteActionPayloadForGraphTableJob::isNotZeroFnUsingIdOrSource;
+
+    Dataset<G> joinedAndMerged =
+        PromoteActionPayloadFunctions.joinGraphTableWithActionPayloadAndMerge(
+            rowDS,
+            actionPayloadDS,
+            rowIdFn,
+            actionPayloadIdFn,
+            mergeRowWithActionPayloadAndGetFn,
+            rowClazz,
+            actionPayloadClazz);
+
+    return PromoteActionPayloadFunctions.groupGraphTableByIdAndMerge(
+        joinedAndMerged, rowIdFn, mergeRowsAndGetFn, zeroFn, isNotZeroFn, rowClazz);
+  }
+
+  private static <T extends Oaf> SerializableSupplier<T> zeroFn(Class<T> clazz) {
+    switch (clazz.getCanonicalName()) {
+      case "eu.dnetlib.dhp.schema.oaf.Dataset":
+        return () -> clazz.cast(new eu.dnetlib.dhp.schema.oaf.Dataset());
+      case "eu.dnetlib.dhp.schema.oaf.Datasource":
+        return () -> clazz.cast(new eu.dnetlib.dhp.schema.oaf.Datasource());
+      case "eu.dnetlib.dhp.schema.oaf.Organization":
+        return () -> clazz.cast(new eu.dnetlib.dhp.schema.oaf.Organization());
+      case "eu.dnetlib.dhp.schema.oaf.OtherResearchProduct":
+        return () -> clazz.cast(new eu.dnetlib.dhp.schema.oaf.OtherResearchProduct());
+      case "eu.dnetlib.dhp.schema.oaf.Project":
+        return () -> clazz.cast(new eu.dnetlib.dhp.schema.oaf.Project());
+      case "eu.dnetlib.dhp.schema.oaf.Publication":
+        return () -> clazz.cast(new eu.dnetlib.dhp.schema.oaf.Publication());
+      case "eu.dnetlib.dhp.schema.oaf.Relation":
+        return () -> clazz.cast(new eu.dnetlib.dhp.schema.oaf.Relation());
+      case "eu.dnetlib.dhp.schema.oaf.Software":
+        return () -> clazz.cast(new eu.dnetlib.dhp.schema.oaf.Software());
+      default:
+        throw new RuntimeException("unknown class: " + clazz.getCanonicalName());
     }
+  }
 
-    private static void removeOutputDir(SparkSession spark, String path) {
-        HdfsSupport.remove(path, spark.sparkContext().hadoopConfiguration());
-    }
+  private static <T extends Oaf> Function<T, Boolean> isNotZeroFnUsingIdOrSource() {
+    return t -> {
+      if (isSubClass(t, Relation.class)) {
+        return Objects.nonNull(((Relation) t).getSource());
+      }
+      return Objects.nonNull(((OafEntity) t).getId());
+    };
+  }
 
-    private static <G extends Oaf, A extends Oaf> void promoteActionPayloadForGraphTable(
-            SparkSession spark,
-            String inputGraphTablePath,
-            String inputActionPayloadPath,
-            String outputGraphTablePath,
-            MergeAndGet.Strategy strategy,
-            Class<G> rowClazz,
-            Class<A> actionPayloadClazz) {
-        Dataset<G> rowDS = readGraphTable(spark, inputGraphTablePath, rowClazz);
-        Dataset<A> actionPayloadDS =
-                readActionPayload(spark, inputActionPayloadPath, actionPayloadClazz);
-
-        Dataset<G> result =
-                promoteActionPayloadForGraphTable(
-                                rowDS, actionPayloadDS, strategy, rowClazz, actionPayloadClazz)
-                        .map((MapFunction<G, G>) value -> value, Encoders.bean(rowClazz));
-
-        saveGraphTable(result, outputGraphTablePath);
-    }
-
-    private static <G extends Oaf> Dataset<G> readGraphTable(
-            SparkSession spark, String path, Class<G> rowClazz) {
-        logger.info("Reading graph table from path: {}", path);
-
-        return spark.read()
-                .textFile(path)
-                .map(
-                        (MapFunction<String, G>) value -> OBJECT_MAPPER.readValue(value, rowClazz),
-                        Encoders.bean(rowClazz));
-
-        /*
-        return spark
-                .read()
-                .parquet(path)
-                .as(Encoders.bean(rowClazz));
-         */
-    }
-
-    private static <A extends Oaf> Dataset<A> readActionPayload(
-            SparkSession spark, String path, Class<A> actionPayloadClazz) {
-        logger.info("Reading action payload from path: {}", path);
-        return spark.read()
-                .parquet(path)
-                .map(
-                        (MapFunction<Row, A>)
-                                value ->
-                                        OBJECT_MAPPER.readValue(
-                                                value.<String>getAs("payload"), actionPayloadClazz),
-                        Encoders.bean(actionPayloadClazz));
-    }
-
-    private static <G extends Oaf, A extends Oaf> Dataset<G> promoteActionPayloadForGraphTable(
-            Dataset<G> rowDS,
-            Dataset<A> actionPayloadDS,
-            MergeAndGet.Strategy strategy,
-            Class<G> rowClazz,
-            Class<A> actionPayloadClazz) {
-        logger.info(
-                "Promoting action payload for graph table: payload={}, table={}",
-                actionPayloadClazz.getSimpleName(),
-                rowClazz.getSimpleName());
-
-        SerializableSupplier<Function<G, String>> rowIdFn =
-                PromoteActionPayloadForGraphTableJob::idFn;
-        SerializableSupplier<Function<A, String>> actionPayloadIdFn =
-                PromoteActionPayloadForGraphTableJob::idFn;
-        SerializableSupplier<BiFunction<G, A, G>> mergeRowWithActionPayloadAndGetFn =
-                MergeAndGet.functionFor(strategy);
-        SerializableSupplier<BiFunction<G, G, G>> mergeRowsAndGetFn =
-                MergeAndGet.functionFor(strategy);
-        SerializableSupplier<G> zeroFn = zeroFn(rowClazz);
-        SerializableSupplier<Function<G, Boolean>> isNotZeroFn =
-                PromoteActionPayloadForGraphTableJob::isNotZeroFnUsingIdOrSource;
-
-        Dataset<G> joinedAndMerged =
-                PromoteActionPayloadFunctions.joinGraphTableWithActionPayloadAndMerge(
-                        rowDS,
-                        actionPayloadDS,
-                        rowIdFn,
-                        actionPayloadIdFn,
-                        mergeRowWithActionPayloadAndGetFn,
-                        rowClazz,
-                        actionPayloadClazz);
-
-        return PromoteActionPayloadFunctions.groupGraphTableByIdAndMerge(
-                joinedAndMerged, rowIdFn, mergeRowsAndGetFn, zeroFn, isNotZeroFn, rowClazz);
-    }
-
-    private static <T extends Oaf> Function<T, String> idFn() {
-        return x -> {
-            if (isSubClass(x, Relation.class)) {
-                return idFnForRelation(x);
-            }
-            return idFnForOafEntity(x);
-        };
-    }
-
-    private static <T extends Oaf> String idFnForRelation(T t) {
-        Relation r = (Relation) t;
-        return Optional.ofNullable(r.getSource())
-                .map(
-                        source ->
-                                Optional.ofNullable(r.getTarget())
-                                        .map(
-                                                target ->
-                                                        Optional.ofNullable(r.getRelType())
-                                                                .map(
-                                                                        relType ->
-                                                                                Optional.ofNullable(
-                                                                                                r
-                                                                                                        .getSubRelType())
-                                                                                        .map(
-                                                                                                subRelType ->
-                                                                                                        Optional
-                                                                                                                .ofNullable(
-                                                                                                                        r
-                                                                                                                                .getRelClass())
-                                                                                                                .map(
-                                                                                                                        relClass ->
-                                                                                                                                String
-                                                                                                                                        .join(
-                                                                                                                                                source,
-                                                                                                                                                target,
-                                                                                                                                                relType,
-                                                                                                                                                subRelType,
-                                                                                                                                                relClass))
-                                                                                                                .orElse(
-                                                                                                                        String
-                                                                                                                                .join(
-                                                                                                                                        source,
-                                                                                                                                        target,
-                                                                                                                                        relType,
-                                                                                                                                        subRelType)))
-                                                                                        .orElse(
-                                                                                                String
-                                                                                                        .join(
-                                                                                                                source,
-                                                                                                                target,
-                                                                                                                relType)))
-                                                                .orElse(
-                                                                        String.join(
-                                                                                source, target)))
-                                        .orElse(source))
-                .orElse(null);
-    }
-
-    private static <T extends Oaf> String idFnForOafEntity(T t) {
-        return ((OafEntity) t).getId();
-    }
-
-    private static <T extends Oaf> SerializableSupplier<T> zeroFn(Class<T> clazz) {
-        switch (clazz.getCanonicalName()) {
-            case "eu.dnetlib.dhp.schema.oaf.Dataset":
-                return () -> clazz.cast(new eu.dnetlib.dhp.schema.oaf.Dataset());
-            case "eu.dnetlib.dhp.schema.oaf.Datasource":
-                return () -> clazz.cast(new eu.dnetlib.dhp.schema.oaf.Datasource());
-            case "eu.dnetlib.dhp.schema.oaf.Organization":
-                return () -> clazz.cast(new eu.dnetlib.dhp.schema.oaf.Organization());
-            case "eu.dnetlib.dhp.schema.oaf.OtherResearchProduct":
-                return () -> clazz.cast(new eu.dnetlib.dhp.schema.oaf.OtherResearchProduct());
-            case "eu.dnetlib.dhp.schema.oaf.Project":
-                return () -> clazz.cast(new eu.dnetlib.dhp.schema.oaf.Project());
-            case "eu.dnetlib.dhp.schema.oaf.Publication":
-                return () -> clazz.cast(new eu.dnetlib.dhp.schema.oaf.Publication());
-            case "eu.dnetlib.dhp.schema.oaf.Relation":
-                return () -> clazz.cast(new eu.dnetlib.dhp.schema.oaf.Relation());
-            case "eu.dnetlib.dhp.schema.oaf.Software":
-                return () -> clazz.cast(new eu.dnetlib.dhp.schema.oaf.Software());
-            default:
-                throw new RuntimeException("unknown class: " + clazz.getCanonicalName());
-        }
-    }
-
-    private static <T extends Oaf> Function<T, Boolean> isNotZeroFnUsingIdOrSource() {
-        return t -> {
-            if (isSubClass(t, Relation.class)) {
-                return Objects.nonNull(((Relation) t).getSource());
-            }
-            return Objects.nonNull(((OafEntity) t).getId());
-        };
-    }
-
-    private static <G extends Oaf> void saveGraphTable(Dataset<G> result, String path) {
-        logger.info("Saving graph table to path: {}", path);
-        result.toJSON().write().option("compression", "gzip").text(path);
-    }
+  private static <G extends Oaf> void saveGraphTable(Dataset<G> result, String path) {
+    logger.info("Saving graph table to path: {}", path);
+    result.toJSON().write().option("compression", "gzip").text(path);
+  }
 }
diff --git a/dhp-workflows/dhp-actionmanager/src/main/java/eu/dnetlib/dhp/actionmanager/promote/PromoteActionPayloadFunctions.java b/dhp-workflows/dhp-actionmanager/src/main/java/eu/dnetlib/dhp/actionmanager/promote/PromoteActionPayloadFunctions.java
index c783740293..cff9640033 100644
--- a/dhp-workflows/dhp-actionmanager/src/main/java/eu/dnetlib/dhp/actionmanager/promote/PromoteActionPayloadFunctions.java
+++ b/dhp-workflows/dhp-actionmanager/src/main/java/eu/dnetlib/dhp/actionmanager/promote/PromoteActionPayloadFunctions.java
@@ -20,177 +20,166 @@ import scala.Tuple2;
 /** Promote action payload functions. */
 public class PromoteActionPayloadFunctions {
 
-    private PromoteActionPayloadFunctions() {}
+  private PromoteActionPayloadFunctions() {}
 
-    /**
-     * Joins dataset representing graph table with dataset representing action payload using
-     * supplied functions.
-     *
-     * @param rowDS Dataset representing graph table
-     * @param actionPayloadDS Dataset representing action payload
-     * @param rowIdFn Function used to get the id of graph table row
-     * @param actionPayloadIdFn Function used to get id of action payload instance
-     * @param mergeAndGetFn Function used to merge graph table row and action payload instance
-     * @param rowClazz Class of graph table
-     * @param actionPayloadClazz Class of action payload
-     * @param <G> Type of graph table row
-     * @param <A> Type of action payload instance
-     * @return Dataset of merged graph table rows and action payload instances
-     */
-    public static <G extends Oaf, A extends Oaf> Dataset<G> joinGraphTableWithActionPayloadAndMerge(
-            Dataset<G> rowDS,
-            Dataset<A> actionPayloadDS,
-            SerializableSupplier<Function<G, String>> rowIdFn,
-            SerializableSupplier<Function<A, String>> actionPayloadIdFn,
-            SerializableSupplier<BiFunction<G, A, G>> mergeAndGetFn,
-            Class<G> rowClazz,
-            Class<A> actionPayloadClazz) {
-        if (!isSubClass(rowClazz, actionPayloadClazz)) {
-            throw new RuntimeException(
-                    "action payload type must be the same or be a super type of table row type");
-        }
-
-        Dataset<Tuple2<String, G>> rowWithIdDS = mapToTupleWithId(rowDS, rowIdFn, rowClazz);
-        Dataset<Tuple2<String, A>> actionPayloadWithIdDS =
-                mapToTupleWithId(actionPayloadDS, actionPayloadIdFn, actionPayloadClazz);
-
-        return rowWithIdDS
-                .joinWith(
-                        actionPayloadWithIdDS,
-                        rowWithIdDS.col("_1").equalTo(actionPayloadWithIdDS.col("_1")),
-                        "full_outer")
-                .map(
-                        (MapFunction<Tuple2<Tuple2<String, G>, Tuple2<String, A>>, G>)
-                                value -> {
-                                    Optional<G> rowOpt =
-                                            Optional.ofNullable(value._1()).map(Tuple2::_2);
-                                    Optional<A> actionPayloadOpt =
-                                            Optional.ofNullable(value._2()).map(Tuple2::_2);
-                                    return rowOpt.map(
-                                                    row ->
-                                                            actionPayloadOpt
-                                                                    .map(
-                                                                            actionPayload ->
-                                                                                    mergeAndGetFn
-                                                                                            .get()
-                                                                                            .apply(
-                                                                                                    row,
-                                                                                                    actionPayload))
-                                                                    .orElse(row))
-                                            .orElseGet(
-                                                    () ->
-                                                            actionPayloadOpt
-                                                                    .filter(
-                                                                            actionPayload ->
-                                                                                    actionPayload
-                                                                                            .getClass()
-                                                                                            .equals(
-                                                                                                    rowClazz))
-                                                                    .map(rowClazz::cast)
-                                                                    .orElse(null));
-                                },
-                        Encoders.kryo(rowClazz))
-                .filter((FilterFunction<G>) Objects::nonNull);
+  /**
+   * Joins dataset representing graph table with dataset representing action payload using supplied
+   * functions.
+   *
+   * @param rowDS Dataset representing graph table
+   * @param actionPayloadDS Dataset representing action payload
+   * @param rowIdFn Function used to get the id of graph table row
+   * @param actionPayloadIdFn Function used to get id of action payload instance
+   * @param mergeAndGetFn Function used to merge graph table row and action payload instance
+   * @param rowClazz Class of graph table
+   * @param actionPayloadClazz Class of action payload
+   * @param <G> Type of graph table row
+   * @param <A> Type of action payload instance
+   * @return Dataset of merged graph table rows and action payload instances
+   */
+  public static <G extends Oaf, A extends Oaf> Dataset<G> joinGraphTableWithActionPayloadAndMerge(
+      Dataset<G> rowDS,
+      Dataset<A> actionPayloadDS,
+      SerializableSupplier<Function<G, String>> rowIdFn,
+      SerializableSupplier<Function<A, String>> actionPayloadIdFn,
+      SerializableSupplier<BiFunction<G, A, G>> mergeAndGetFn,
+      Class<G> rowClazz,
+      Class<A> actionPayloadClazz) {
+    if (!isSubClass(rowClazz, actionPayloadClazz)) {
+      throw new RuntimeException(
+          "action payload type must be the same or be a super type of table row type");
     }
 
-    private static <T extends Oaf> Dataset<Tuple2<String, T>> mapToTupleWithId(
-            Dataset<T> ds, SerializableSupplier<Function<T, String>> idFn, Class<T> clazz) {
-        return ds.map(
-                (MapFunction<T, Tuple2<String, T>>)
-                        value -> new Tuple2<>(idFn.get().apply(value), value),
-                Encoders.tuple(Encoders.STRING(), Encoders.kryo(clazz)));
+    Dataset<Tuple2<String, G>> rowWithIdDS = mapToTupleWithId(rowDS, rowIdFn, rowClazz);
+    Dataset<Tuple2<String, A>> actionPayloadWithIdDS =
+        mapToTupleWithId(actionPayloadDS, actionPayloadIdFn, actionPayloadClazz);
+
+    return rowWithIdDS
+        .joinWith(
+            actionPayloadWithIdDS,
+            rowWithIdDS.col("_1").equalTo(actionPayloadWithIdDS.col("_1")),
+            "full_outer")
+        .map(
+            (MapFunction<Tuple2<Tuple2<String, G>, Tuple2<String, A>>, G>)
+                value -> {
+                  Optional<G> rowOpt = Optional.ofNullable(value._1()).map(Tuple2::_2);
+                  Optional<A> actionPayloadOpt = Optional.ofNullable(value._2()).map(Tuple2::_2);
+                  return rowOpt
+                      .map(
+                          row ->
+                              actionPayloadOpt
+                                  .map(
+                                      actionPayload ->
+                                          mergeAndGetFn.get().apply(row, actionPayload))
+                                  .orElse(row))
+                      .orElseGet(
+                          () ->
+                              actionPayloadOpt
+                                  .filter(
+                                      actionPayload -> actionPayload.getClass().equals(rowClazz))
+                                  .map(rowClazz::cast)
+                                  .orElse(null));
+                },
+            Encoders.kryo(rowClazz))
+        .filter((FilterFunction<G>) Objects::nonNull);
+  }
+
+  private static <T extends Oaf> Dataset<Tuple2<String, T>> mapToTupleWithId(
+      Dataset<T> ds, SerializableSupplier<Function<T, String>> idFn, Class<T> clazz) {
+    return ds.map(
+        (MapFunction<T, Tuple2<String, T>>) value -> new Tuple2<>(idFn.get().apply(value), value),
+        Encoders.tuple(Encoders.STRING(), Encoders.kryo(clazz)));
+  }
+
+  /**
+   * Groups graph table by id and aggregates using supplied functions.
+   *
+   * @param rowDS Dataset representing graph table
+   * @param rowIdFn Function used to get the id of graph table row
+   * @param mergeAndGetFn Function used to merge graph table rows
+   * @param zeroFn Function to create a zero/empty instance of graph table row
+   * @param isNotZeroFn Function to check if graph table row is not zero/empty
+   * @param rowClazz Class of graph table
+   * @param <G> Type of graph table row
+   * @return Dataset of aggregated graph table rows
+   */
+  public static <G extends Oaf> Dataset<G> groupGraphTableByIdAndMerge(
+      Dataset<G> rowDS,
+      SerializableSupplier<Function<G, String>> rowIdFn,
+      SerializableSupplier<BiFunction<G, G, G>> mergeAndGetFn,
+      SerializableSupplier<G> zeroFn,
+      SerializableSupplier<Function<G, Boolean>> isNotZeroFn,
+      Class<G> rowClazz) {
+    TypedColumn<G, G> aggregator =
+        new TableAggregator<>(zeroFn, mergeAndGetFn, isNotZeroFn, rowClazz).toColumn();
+    return rowDS
+        .groupByKey((MapFunction<G, String>) x -> rowIdFn.get().apply(x), Encoders.STRING())
+        .agg(aggregator)
+        .map((MapFunction<Tuple2<String, G>, G>) Tuple2::_2, Encoders.kryo(rowClazz));
+  }
+
+  /**
+   * Aggregator to be used for aggregating graph table rows during grouping.
+   *
+   * @param <G> Type of graph table row
+   */
+  public static class TableAggregator<G extends Oaf> extends Aggregator<G, G, G> {
+    private SerializableSupplier<G> zeroFn;
+    private SerializableSupplier<BiFunction<G, G, G>> mergeAndGetFn;
+    private SerializableSupplier<Function<G, Boolean>> isNotZeroFn;
+    private Class<G> rowClazz;
+
+    public TableAggregator(
+        SerializableSupplier<G> zeroFn,
+        SerializableSupplier<BiFunction<G, G, G>> mergeAndGetFn,
+        SerializableSupplier<Function<G, Boolean>> isNotZeroFn,
+        Class<G> rowClazz) {
+      this.zeroFn = zeroFn;
+      this.mergeAndGetFn = mergeAndGetFn;
+      this.isNotZeroFn = isNotZeroFn;
+      this.rowClazz = rowClazz;
     }
 
-    /**
-     * Groups graph table by id and aggregates using supplied functions.
-     *
-     * @param rowDS Dataset representing graph table
-     * @param rowIdFn Function used to get the id of graph table row
-     * @param mergeAndGetFn Function used to merge graph table rows
-     * @param zeroFn Function to create a zero/empty instance of graph table row
-     * @param isNotZeroFn Function to check if graph table row is not zero/empty
-     * @param rowClazz Class of graph table
-     * @param <G> Type of graph table row
-     * @return Dataset of aggregated graph table rows
-     */
-    public static <G extends Oaf> Dataset<G> groupGraphTableByIdAndMerge(
-            Dataset<G> rowDS,
-            SerializableSupplier<Function<G, String>> rowIdFn,
-            SerializableSupplier<BiFunction<G, G, G>> mergeAndGetFn,
-            SerializableSupplier<G> zeroFn,
-            SerializableSupplier<Function<G, Boolean>> isNotZeroFn,
-            Class<G> rowClazz) {
-        TypedColumn<G, G> aggregator =
-                new TableAggregator<>(zeroFn, mergeAndGetFn, isNotZeroFn, rowClazz).toColumn();
-        return rowDS.groupByKey(
-                        (MapFunction<G, String>) x -> rowIdFn.get().apply(x), Encoders.STRING())
-                .agg(aggregator)
-                .map((MapFunction<Tuple2<String, G>, G>) Tuple2::_2, Encoders.kryo(rowClazz));
+    @Override
+    public G zero() {
+      return zeroFn.get();
     }
 
-    /**
-     * Aggregator to be used for aggregating graph table rows during grouping.
-     *
-     * @param <G> Type of graph table row
-     */
-    public static class TableAggregator<G extends Oaf> extends Aggregator<G, G, G> {
-        private SerializableSupplier<G> zeroFn;
-        private SerializableSupplier<BiFunction<G, G, G>> mergeAndGetFn;
-        private SerializableSupplier<Function<G, Boolean>> isNotZeroFn;
-        private Class<G> rowClazz;
-
-        public TableAggregator(
-                SerializableSupplier<G> zeroFn,
-                SerializableSupplier<BiFunction<G, G, G>> mergeAndGetFn,
-                SerializableSupplier<Function<G, Boolean>> isNotZeroFn,
-                Class<G> rowClazz) {
-            this.zeroFn = zeroFn;
-            this.mergeAndGetFn = mergeAndGetFn;
-            this.isNotZeroFn = isNotZeroFn;
-            this.rowClazz = rowClazz;
-        }
-
-        @Override
-        public G zero() {
-            return zeroFn.get();
-        }
-
-        @Override
-        public G reduce(G b, G a) {
-            return zeroSafeMergeAndGet(b, a);
-        }
-
-        @Override
-        public G merge(G b1, G b2) {
-            return zeroSafeMergeAndGet(b1, b2);
-        }
-
-        private G zeroSafeMergeAndGet(G left, G right) {
-            Function<G, Boolean> isNotZero = isNotZeroFn.get();
-            if (isNotZero.apply(left) && isNotZero.apply(right)) {
-                return mergeAndGetFn.get().apply(left, right);
-            } else if (isNotZero.apply(left) && !isNotZero.apply(right)) {
-                return left;
-            } else if (!isNotZero.apply(left) && isNotZero.apply(right)) {
-                return right;
-            }
-            throw new RuntimeException(
-                    "internal aggregation error: left and right objects are zero");
-        }
-
-        @Override
-        public G finish(G reduction) {
-            return reduction;
-        }
-
-        @Override
-        public Encoder<G> bufferEncoder() {
-            return Encoders.kryo(rowClazz);
-        }
-
-        @Override
-        public Encoder<G> outputEncoder() {
-            return Encoders.kryo(rowClazz);
-        }
+    @Override
+    public G reduce(G b, G a) {
+      return zeroSafeMergeAndGet(b, a);
     }
+
+    @Override
+    public G merge(G b1, G b2) {
+      return zeroSafeMergeAndGet(b1, b2);
+    }
+
+    private G zeroSafeMergeAndGet(G left, G right) {
+      Function<G, Boolean> isNotZero = isNotZeroFn.get();
+      if (isNotZero.apply(left) && isNotZero.apply(right)) {
+        return mergeAndGetFn.get().apply(left, right);
+      } else if (isNotZero.apply(left) && !isNotZero.apply(right)) {
+        return left;
+      } else if (!isNotZero.apply(left) && isNotZero.apply(right)) {
+        return right;
+      }
+      throw new RuntimeException("internal aggregation error: left and right objects are zero");
+    }
+
+    @Override
+    public G finish(G reduction) {
+      return reduction;
+    }
+
+    @Override
+    public Encoder<G> bufferEncoder() {
+      return Encoders.kryo(rowClazz);
+    }
+
+    @Override
+    public Encoder<G> outputEncoder() {
+      return Encoders.kryo(rowClazz);
+    }
+  }
 }
diff --git a/dhp-workflows/dhp-actionmanager/src/test/java/eu/dnetlib/dhp/actionmanager/partition/PartitionActionSetsByPayloadTypeJobTest.java b/dhp-workflows/dhp-actionmanager/src/test/java/eu/dnetlib/dhp/actionmanager/partition/PartitionActionSetsByPayloadTypeJobTest.java
index 7f605d92d1..3d36cef69b 100644
--- a/dhp-workflows/dhp-actionmanager/src/test/java/eu/dnetlib/dhp/actionmanager/partition/PartitionActionSetsByPayloadTypeJobTest.java
+++ b/dhp-workflows/dhp-actionmanager/src/test/java/eu/dnetlib/dhp/actionmanager/partition/PartitionActionSetsByPayloadTypeJobTest.java
@@ -37,209 +37,192 @@ import scala.collection.mutable.Seq;
 
 @ExtendWith(MockitoExtension.class)
 public class PartitionActionSetsByPayloadTypeJobTest {
-    private static final ClassLoader cl =
-            PartitionActionSetsByPayloadTypeJobTest.class.getClassLoader();
+  private static final ClassLoader cl =
+      PartitionActionSetsByPayloadTypeJobTest.class.getClassLoader();
 
-    private static Configuration configuration;
-    private static SparkSession spark;
+  private static Configuration configuration;
+  private static SparkSession spark;
 
-    private static final ObjectMapper OBJECT_MAPPER = new ObjectMapper();
+  private static final ObjectMapper OBJECT_MAPPER = new ObjectMapper();
 
-    private static final StructType ATOMIC_ACTION_SCHEMA =
-            StructType$.MODULE$.apply(
-                    Arrays.asList(
-                            StructField$.MODULE$.apply(
-                                    "clazz", DataTypes.StringType, false, Metadata.empty()),
-                            StructField$.MODULE$.apply(
-                                    "payload", DataTypes.StringType, false, Metadata.empty())));
+  private static final StructType ATOMIC_ACTION_SCHEMA =
+      StructType$.MODULE$.apply(
+          Arrays.asList(
+              StructField$.MODULE$.apply("clazz", DataTypes.StringType, false, Metadata.empty()),
+              StructField$.MODULE$.apply(
+                  "payload", DataTypes.StringType, false, Metadata.empty())));
 
-    @BeforeAll
-    public static void beforeAll() throws IOException {
-        configuration = Job.getInstance().getConfiguration();
-        SparkConf conf = new SparkConf();
-        conf.setAppName(PromoteActionPayloadForGraphTableJobTest.class.getSimpleName());
-        conf.setMaster("local");
-        conf.set("spark.serializer", "org.apache.spark.serializer.KryoSerializer");
-        spark = SparkSession.builder().config(conf).getOrCreate();
+  @BeforeAll
+  public static void beforeAll() throws IOException {
+    configuration = Job.getInstance().getConfiguration();
+    SparkConf conf = new SparkConf();
+    conf.setAppName(PromoteActionPayloadForGraphTableJobTest.class.getSimpleName());
+    conf.setMaster("local");
+    conf.set("spark.serializer", "org.apache.spark.serializer.KryoSerializer");
+    spark = SparkSession.builder().config(conf).getOrCreate();
+  }
+
+  @AfterAll
+  public static void afterAll() {
+    spark.stop();
+  }
+
+  @DisplayName("Job")
+  @Nested
+  class Main {
+
+    @Mock private ISClient isClient;
+
+    @Test
+    public void shouldPartitionActionSetsByPayloadType(@TempDir Path workingDir) throws Exception {
+      // given
+      Path inputActionSetsBaseDir = workingDir.resolve("input").resolve("action_sets");
+      Path outputDir = workingDir.resolve("output");
+
+      Map<String, List<String>> oafsByClassName = createActionSets(inputActionSetsBaseDir);
+
+      List<String> inputActionSetsPaths = resolveInputActionSetPaths(inputActionSetsBaseDir);
+
+      // when
+      Mockito.when(isClient.getLatestRawsetPaths(Mockito.anyString()))
+          .thenReturn(inputActionSetsPaths);
+
+      PartitionActionSetsByPayloadTypeJob job = new PartitionActionSetsByPayloadTypeJob();
+      job.setIsClient(isClient);
+      job.run(
+          Boolean.FALSE,
+          "", // it can be empty we're mocking the response from isClient
+          // to
+          // resolve the
+          // paths
+          outputDir.toString());
+
+      // then
+      Files.exists(outputDir);
+
+      assertForOafType(outputDir, oafsByClassName, eu.dnetlib.dhp.schema.oaf.Dataset.class);
+      assertForOafType(outputDir, oafsByClassName, Datasource.class);
+      assertForOafType(outputDir, oafsByClassName, Organization.class);
+      assertForOafType(outputDir, oafsByClassName, OtherResearchProduct.class);
+      assertForOafType(outputDir, oafsByClassName, Project.class);
+      assertForOafType(outputDir, oafsByClassName, Publication.class);
+      assertForOafType(outputDir, oafsByClassName, Result.class);
+      assertForOafType(outputDir, oafsByClassName, Relation.class);
+      assertForOafType(outputDir, oafsByClassName, Software.class);
     }
+  }
 
-    @AfterAll
-    public static void afterAll() {
-        spark.stop();
-    }
+  private List<String> resolveInputActionSetPaths(Path inputActionSetsBaseDir) throws IOException {
+    Path inputActionSetJsonDumpsDir = getInputActionSetJsonDumpsDir();
+    return Files.list(inputActionSetJsonDumpsDir)
+        .map(
+            path -> {
+              String inputActionSetId = path.getFileName().toString();
+              return inputActionSetsBaseDir.resolve(inputActionSetId).toString();
+            })
+        .collect(Collectors.toCollection(ArrayList::new));
+  }
 
-    @DisplayName("Job")
-    @Nested
-    class Main {
+  private static Map<String, List<String>> createActionSets(Path inputActionSetsDir)
+      throws IOException {
+    Path inputActionSetJsonDumpsDir = getInputActionSetJsonDumpsDir();
 
-        @Mock private ISClient isClient;
+    Map<String, List<String>> oafsByType = new HashMap<>();
+    Files.list(inputActionSetJsonDumpsDir)
+        .forEach(
+            inputActionSetJsonDumpFile -> {
+              String inputActionSetId = inputActionSetJsonDumpFile.getFileName().toString();
+              Path inputActionSetDir = inputActionSetsDir.resolve(inputActionSetId);
 
-        @Test
-        public void shouldPartitionActionSetsByPayloadType(@TempDir Path workingDir)
-                throws Exception {
-            // given
-            Path inputActionSetsBaseDir = workingDir.resolve("input").resolve("action_sets");
-            Path outputDir = workingDir.resolve("output");
+              Dataset<String> actionDS =
+                  readActionsFromJsonDump(inputActionSetJsonDumpFile.toString()).cache();
 
-            Map<String, List<String>> oafsByClassName = createActionSets(inputActionSetsBaseDir);
+              writeActionsAsJobInput(actionDS, inputActionSetId, inputActionSetDir.toString());
 
-            List<String> inputActionSetsPaths = resolveInputActionSetPaths(inputActionSetsBaseDir);
+              Map<String, List<String>> actionSetOafsByType =
+                  actionDS
+                      .withColumn("atomic_action", from_json(col("value"), ATOMIC_ACTION_SCHEMA))
+                      .select(expr("atomic_action.*")).groupBy(col("clazz"))
+                      .agg(collect_list(col("payload")).as("payload_list")).collectAsList().stream()
+                      .map(
+                          row ->
+                              new AbstractMap.SimpleEntry<>(
+                                  row.<String>getAs("clazz"),
+                                  mutableSeqAsJavaList(row.<Seq<String>>getAs("payload_list"))))
+                      .collect(
+                          Collectors.toMap(
+                              AbstractMap.SimpleEntry::getKey, AbstractMap.SimpleEntry::getValue));
 
-            // when
-            Mockito.when(isClient.getLatestRawsetPaths(Mockito.anyString()))
-                    .thenReturn(inputActionSetsPaths);
+              actionSetOafsByType
+                  .keySet()
+                  .forEach(
+                      x -> {
+                        if (oafsByType.containsKey(x)) {
+                          List<String> collected = new ArrayList<>();
+                          collected.addAll(oafsByType.get(x));
+                          collected.addAll(actionSetOafsByType.get(x));
+                          oafsByType.put(x, collected);
+                        } else {
+                          oafsByType.put(x, actionSetOafsByType.get(x));
+                        }
+                      });
+            });
 
-            PartitionActionSetsByPayloadTypeJob job = new PartitionActionSetsByPayloadTypeJob();
-            job.setIsClient(isClient);
-            job.run(
-                    Boolean.FALSE,
-                    "", // it can be empty we're mocking the response from isClient to resolve the
-                    // paths
-                    outputDir.toString());
+    return oafsByType;
+  }
 
-            // then
-            Files.exists(outputDir);
+  private static Path getInputActionSetJsonDumpsDir() {
+    return Paths.get(
+        Objects.requireNonNull(cl.getResource("eu/dnetlib/dhp/actionmanager/partition/input/"))
+            .getFile());
+  }
 
-            assertForOafType(outputDir, oafsByClassName, eu.dnetlib.dhp.schema.oaf.Dataset.class);
-            assertForOafType(outputDir, oafsByClassName, Datasource.class);
-            assertForOafType(outputDir, oafsByClassName, Organization.class);
-            assertForOafType(outputDir, oafsByClassName, OtherResearchProduct.class);
-            assertForOafType(outputDir, oafsByClassName, Project.class);
-            assertForOafType(outputDir, oafsByClassName, Publication.class);
-            assertForOafType(outputDir, oafsByClassName, Result.class);
-            assertForOafType(outputDir, oafsByClassName, Relation.class);
-            assertForOafType(outputDir, oafsByClassName, Software.class);
-        }
-    }
+  private static Dataset<String> readActionsFromJsonDump(String path) {
+    return spark.read().textFile(path);
+  }
 
-    private List<String> resolveInputActionSetPaths(Path inputActionSetsBaseDir)
-            throws IOException {
-        Path inputActionSetJsonDumpsDir = getInputActionSetJsonDumpsDir();
-        return Files.list(inputActionSetJsonDumpsDir)
-                .map(
-                        path -> {
-                            String inputActionSetId = path.getFileName().toString();
-                            return inputActionSetsBaseDir.resolve(inputActionSetId).toString();
-                        })
-                .collect(Collectors.toCollection(ArrayList::new));
-    }
+  private static void writeActionsAsJobInput(
+      Dataset<String> actionDS, String inputActionSetId, String path) {
+    actionDS
+        .javaRDD()
+        .mapToPair(json -> new Tuple2<>(new Text(inputActionSetId), new Text(json)))
+        .saveAsNewAPIHadoopFile(
+            path, Text.class, Text.class, SequenceFileOutputFormat.class, configuration);
+  }
 
-    private static Map<String, List<String>> createActionSets(Path inputActionSetsDir)
-            throws IOException {
-        Path inputActionSetJsonDumpsDir = getInputActionSetJsonDumpsDir();
+  private static <T extends Oaf> void assertForOafType(
+      Path outputDir, Map<String, List<String>> oafsByClassName, Class<T> clazz) {
+    Path outputDatasetDir = outputDir.resolve(String.format("clazz=%s", clazz.getCanonicalName()));
+    Files.exists(outputDatasetDir);
 
-        Map<String, List<String>> oafsByType = new HashMap<>();
-        Files.list(inputActionSetJsonDumpsDir)
-                .forEach(
-                        inputActionSetJsonDumpFile -> {
-                            String inputActionSetId =
-                                    inputActionSetJsonDumpFile.getFileName().toString();
-                            Path inputActionSetDir = inputActionSetsDir.resolve(inputActionSetId);
+    List<T> actuals =
+        readActionPayloadFromJobOutput(outputDatasetDir.toString(), clazz).collectAsList();
+    actuals.sort(Comparator.comparingInt(Object::hashCode));
 
-                            Dataset<String> actionDS =
-                                    readActionsFromJsonDump(inputActionSetJsonDumpFile.toString())
-                                            .cache();
+    List<T> expecteds =
+        oafsByClassName.get(clazz.getCanonicalName()).stream()
+            .map(json -> mapToOaf(json, clazz))
+            .sorted(Comparator.comparingInt(Object::hashCode))
+            .collect(Collectors.toList());
 
-                            writeActionsAsJobInput(
-                                    actionDS, inputActionSetId, inputActionSetDir.toString());
+    assertIterableEquals(expecteds, actuals);
+  }
 
-                            Map<String, List<String>> actionSetOafsByType =
-                                    actionDS
-                                            .withColumn(
-                                                    "atomic_action",
-                                                    from_json(col("value"), ATOMIC_ACTION_SCHEMA))
-                                            .select(expr("atomic_action.*")).groupBy(col("clazz"))
-                                            .agg(collect_list(col("payload")).as("payload_list"))
-                                            .collectAsList().stream()
-                                            .map(
-                                                    row ->
-                                                            new AbstractMap.SimpleEntry<>(
-                                                                    row.<String>getAs("clazz"),
-                                                                    mutableSeqAsJavaList(
-                                                                            row.<Seq<String>>getAs(
-                                                                                    "payload_list"))))
-                                            .collect(
-                                                    Collectors.toMap(
-                                                            AbstractMap.SimpleEntry::getKey,
-                                                            AbstractMap.SimpleEntry::getValue));
+  private static <T extends Oaf> Dataset<T> readActionPayloadFromJobOutput(
+      String path, Class<T> clazz) {
+    return spark
+        .read()
+        .parquet(path)
+        .map(
+            (MapFunction<Row, T>)
+                value -> OBJECT_MAPPER.readValue(value.<String>getAs("payload"), clazz),
+            Encoders.bean(clazz));
+  }
 
-                            actionSetOafsByType
-                                    .keySet()
-                                    .forEach(
-                                            x -> {
-                                                if (oafsByType.containsKey(x)) {
-                                                    List<String> collected = new ArrayList<>();
-                                                    collected.addAll(oafsByType.get(x));
-                                                    collected.addAll(actionSetOafsByType.get(x));
-                                                    oafsByType.put(x, collected);
-                                                } else {
-                                                    oafsByType.put(x, actionSetOafsByType.get(x));
-                                                }
-                                            });
-                        });
-
-        return oafsByType;
-    }
-
-    private static Path getInputActionSetJsonDumpsDir() {
-        return Paths.get(
-                Objects.requireNonNull(
-                                cl.getResource("eu/dnetlib/dhp/actionmanager/partition/input/"))
-                        .getFile());
-    }
-
-    private static Dataset<String> readActionsFromJsonDump(String path) {
-        return spark.read().textFile(path);
-    }
-
-    private static void writeActionsAsJobInput(
-            Dataset<String> actionDS, String inputActionSetId, String path) {
-        actionDS.javaRDD()
-                .mapToPair(json -> new Tuple2<>(new Text(inputActionSetId), new Text(json)))
-                .saveAsNewAPIHadoopFile(
-                        path,
-                        Text.class,
-                        Text.class,
-                        SequenceFileOutputFormat.class,
-                        configuration);
-    }
-
-    private static <T extends Oaf> void assertForOafType(
-            Path outputDir, Map<String, List<String>> oafsByClassName, Class<T> clazz) {
-        Path outputDatasetDir =
-                outputDir.resolve(String.format("clazz=%s", clazz.getCanonicalName()));
-        Files.exists(outputDatasetDir);
-
-        List<T> actuals =
-                readActionPayloadFromJobOutput(outputDatasetDir.toString(), clazz).collectAsList();
-        actuals.sort(Comparator.comparingInt(Object::hashCode));
-
-        List<T> expecteds =
-                oafsByClassName.get(clazz.getCanonicalName()).stream()
-                        .map(json -> mapToOaf(json, clazz))
-                        .sorted(Comparator.comparingInt(Object::hashCode))
-                        .collect(Collectors.toList());
-
-        assertIterableEquals(expecteds, actuals);
-    }
-
-    private static <T extends Oaf> Dataset<T> readActionPayloadFromJobOutput(
-            String path, Class<T> clazz) {
-        return spark.read()
-                .parquet(path)
-                .map(
-                        (MapFunction<Row, T>)
-                                value ->
-                                        OBJECT_MAPPER.readValue(
-                                                value.<String>getAs("payload"), clazz),
-                        Encoders.bean(clazz));
-    }
-
-    private static <T extends Oaf> T mapToOaf(String json, Class<T> clazz) {
-        return rethrowAsRuntimeException(
-                () -> OBJECT_MAPPER.readValue(json, clazz),
-                String.format(
-                        "failed to map json to class: json=%s, class=%s",
-                        json, clazz.getCanonicalName()));
-    }
+  private static <T extends Oaf> T mapToOaf(String json, Class<T> clazz) {
+    return rethrowAsRuntimeException(
+        () -> OBJECT_MAPPER.readValue(json, clazz),
+        String.format(
+            "failed to map json to class: json=%s, class=%s", json, clazz.getCanonicalName()));
+  }
 }
diff --git a/dhp-workflows/dhp-actionmanager/src/test/java/eu/dnetlib/dhp/actionmanager/promote/MergeAndGetTest.java b/dhp-workflows/dhp-actionmanager/src/test/java/eu/dnetlib/dhp/actionmanager/promote/MergeAndGetTest.java
index 6a46170c0a..0de6f6b4fb 100644
--- a/dhp-workflows/dhp-actionmanager/src/test/java/eu/dnetlib/dhp/actionmanager/promote/MergeAndGetTest.java
+++ b/dhp-workflows/dhp-actionmanager/src/test/java/eu/dnetlib/dhp/actionmanager/promote/MergeAndGetTest.java
@@ -13,256 +13,246 @@ import org.junit.jupiter.api.Test;
 
 public class MergeAndGetTest {
 
-    @Nested
-    class MergeFromAndGetStrategy {
+  @Nested
+  class MergeFromAndGetStrategy {
 
-        @Test
-        public void shouldThrowForOafAndOaf() {
-            // given
-            Oaf a = mock(Oaf.class);
-            Oaf b = mock(Oaf.class);
+    @Test
+    public void shouldThrowForOafAndOaf() {
+      // given
+      Oaf a = mock(Oaf.class);
+      Oaf b = mock(Oaf.class);
 
-            // when
-            SerializableSupplier<BiFunction<Oaf, Oaf, Oaf>> fn =
-                    functionFor(Strategy.MERGE_FROM_AND_GET);
+      // when
+      SerializableSupplier<BiFunction<Oaf, Oaf, Oaf>> fn = functionFor(Strategy.MERGE_FROM_AND_GET);
 
-            // then
-            assertThrows(RuntimeException.class, () -> fn.get().apply(a, b));
-        }
-
-        @Test
-        public void shouldThrowForOafAndRelation() {
-            // given
-            Oaf a = mock(Oaf.class);
-            Relation b = mock(Relation.class);
-
-            // when
-            SerializableSupplier<BiFunction<Oaf, Oaf, Oaf>> fn =
-                    functionFor(Strategy.MERGE_FROM_AND_GET);
-
-            // then
-            assertThrows(RuntimeException.class, () -> fn.get().apply(a, b));
-        }
-
-        @Test
-        public void shouldThrowForOafAndOafEntity() {
-            // given
-            Oaf a = mock(Oaf.class);
-            OafEntity b = mock(OafEntity.class);
-
-            // when
-            SerializableSupplier<BiFunction<Oaf, Oaf, Oaf>> fn =
-                    functionFor(Strategy.MERGE_FROM_AND_GET);
-
-            // then
-            assertThrows(RuntimeException.class, () -> fn.get().apply(a, b));
-        }
-
-        @Test
-        public void shouldThrowForRelationAndOaf() {
-            // given
-            Relation a = mock(Relation.class);
-            Oaf b = mock(Oaf.class);
-
-            // when
-            SerializableSupplier<BiFunction<Oaf, Oaf, Oaf>> fn =
-                    functionFor(Strategy.MERGE_FROM_AND_GET);
-
-            // then
-            assertThrows(RuntimeException.class, () -> fn.get().apply(a, b));
-        }
-
-        @Test
-        public void shouldThrowForRelationAndOafEntity() {
-            // given
-            Relation a = mock(Relation.class);
-            OafEntity b = mock(OafEntity.class);
-
-            // when
-            SerializableSupplier<BiFunction<Oaf, Oaf, Oaf>> fn =
-                    functionFor(Strategy.MERGE_FROM_AND_GET);
-
-            // then
-            assertThrows(RuntimeException.class, () -> fn.get().apply(a, b));
-        }
-
-        @Test
-        public void shouldBehaveProperlyForRelationAndRelation() {
-            // given
-            Relation a = mock(Relation.class);
-            Relation b = mock(Relation.class);
-
-            // when
-            SerializableSupplier<BiFunction<Oaf, Oaf, Oaf>> fn =
-                    functionFor(Strategy.MERGE_FROM_AND_GET);
-
-            // then
-            Oaf x = fn.get().apply(a, b);
-            assertTrue(Relation.class.isAssignableFrom(x.getClass()));
-            verify(a).mergeFrom(b);
-            assertEquals(a, x);
-        }
-
-        @Test
-        public void shouldThrowForOafEntityAndOaf() {
-            // given
-            OafEntity a = mock(OafEntity.class);
-            Oaf b = mock(Oaf.class);
-
-            // when
-            SerializableSupplier<BiFunction<Oaf, Oaf, Oaf>> fn =
-                    functionFor(Strategy.MERGE_FROM_AND_GET);
-
-            // then
-            assertThrows(RuntimeException.class, () -> fn.get().apply(a, b));
-        }
-
-        @Test
-        public void shouldThrowForOafEntityAndRelation() {
-            // given
-            OafEntity a = mock(OafEntity.class);
-            Relation b = mock(Relation.class);
-
-            // when
-            SerializableSupplier<BiFunction<Oaf, Oaf, Oaf>> fn =
-                    functionFor(Strategy.MERGE_FROM_AND_GET);
-
-            // then
-            assertThrows(RuntimeException.class, () -> fn.get().apply(a, b));
-        }
-
-        @Test
-        public void shouldThrowForOafEntityAndOafEntityButNotSubclasses() {
-            // given
-            class OafEntitySub1 extends OafEntity {}
-            class OafEntitySub2 extends OafEntity {}
-
-            OafEntitySub1 a = mock(OafEntitySub1.class);
-            OafEntitySub2 b = mock(OafEntitySub2.class);
-
-            // when
-            SerializableSupplier<BiFunction<Oaf, Oaf, Oaf>> fn =
-                    functionFor(Strategy.MERGE_FROM_AND_GET);
-
-            // then
-            assertThrows(RuntimeException.class, () -> fn.get().apply(a, b));
-        }
-
-        @Test
-        public void shouldBehaveProperlyForOafEntityAndOafEntity() {
-            // given
-            OafEntity a = mock(OafEntity.class);
-            OafEntity b = mock(OafEntity.class);
-
-            // when
-            SerializableSupplier<BiFunction<Oaf, Oaf, Oaf>> fn =
-                    functionFor(Strategy.MERGE_FROM_AND_GET);
-
-            // then
-            Oaf x = fn.get().apply(a, b);
-            assertTrue(OafEntity.class.isAssignableFrom(x.getClass()));
-            verify(a).mergeFrom(b);
-            assertEquals(a, x);
-        }
+      // then
+      assertThrows(RuntimeException.class, () -> fn.get().apply(a, b));
     }
 
-    @Nested
-    class SelectNewerAndGetStrategy {
+    @Test
+    public void shouldThrowForOafAndRelation() {
+      // given
+      Oaf a = mock(Oaf.class);
+      Relation b = mock(Relation.class);
 
-        @Test
-        public void shouldThrowForOafEntityAndRelation() {
-            // given
-            OafEntity a = mock(OafEntity.class);
-            Relation b = mock(Relation.class);
+      // when
+      SerializableSupplier<BiFunction<Oaf, Oaf, Oaf>> fn = functionFor(Strategy.MERGE_FROM_AND_GET);
 
-            // when
-            SerializableSupplier<BiFunction<Oaf, Oaf, Oaf>> fn =
-                    functionFor(Strategy.SELECT_NEWER_AND_GET);
-
-            // then
-            assertThrows(RuntimeException.class, () -> fn.get().apply(a, b));
-        }
-
-        @Test
-        public void shouldThrowForRelationAndOafEntity() {
-            // given
-            Relation a = mock(Relation.class);
-            OafEntity b = mock(OafEntity.class);
-
-            // when
-            SerializableSupplier<BiFunction<Oaf, Oaf, Oaf>> fn =
-                    functionFor(Strategy.SELECT_NEWER_AND_GET);
-
-            // then
-            assertThrows(RuntimeException.class, () -> fn.get().apply(a, b));
-        }
-
-        @Test
-        public void shouldThrowForOafEntityAndResult() {
-            // given
-            OafEntity a = mock(OafEntity.class);
-            Result b = mock(Result.class);
-
-            // when
-            SerializableSupplier<BiFunction<Oaf, Oaf, Oaf>> fn =
-                    functionFor(Strategy.SELECT_NEWER_AND_GET);
-
-            // then
-            assertThrows(RuntimeException.class, () -> fn.get().apply(a, b));
-        }
-
-        @Test
-        public void shouldThrowWhenSuperTypeIsNewerForResultAndOafEntity() {
-            // given
-            // real types must be used because subclass-superclass resolution does not work for
-            // mocks
-            Dataset a = new Dataset();
-            a.setLastupdatetimestamp(1L);
-            Result b = new Result();
-            b.setLastupdatetimestamp(2L);
-
-            // when
-            SerializableSupplier<BiFunction<Oaf, Oaf, Oaf>> fn =
-                    functionFor(Strategy.SELECT_NEWER_AND_GET);
-
-            // then
-            assertThrows(RuntimeException.class, () -> fn.get().apply(a, b));
-        }
-
-        @Test
-        public void shouldShouldReturnLeftForOafEntityAndOafEntity() {
-            // given
-            OafEntity a = mock(OafEntity.class);
-            when(a.getLastupdatetimestamp()).thenReturn(1L);
-            OafEntity b = mock(OafEntity.class);
-            when(b.getLastupdatetimestamp()).thenReturn(2L);
-
-            // when
-            SerializableSupplier<BiFunction<Oaf, Oaf, Oaf>> fn =
-                    functionFor(Strategy.SELECT_NEWER_AND_GET);
-
-            // then
-            Oaf x = fn.get().apply(a, b);
-            assertTrue(OafEntity.class.isAssignableFrom(x.getClass()));
-            assertEquals(b, x);
-        }
-
-        @Test
-        public void shouldShouldReturnRightForOafEntityAndOafEntity() {
-            // given
-            OafEntity a = mock(OafEntity.class);
-            when(a.getLastupdatetimestamp()).thenReturn(2L);
-            OafEntity b = mock(OafEntity.class);
-            when(b.getLastupdatetimestamp()).thenReturn(1L);
-
-            // when
-            SerializableSupplier<BiFunction<Oaf, Oaf, Oaf>> fn =
-                    functionFor(Strategy.SELECT_NEWER_AND_GET);
-
-            // then
-            Oaf x = fn.get().apply(a, b);
-            assertTrue(OafEntity.class.isAssignableFrom(x.getClass()));
-            assertEquals(a, x);
-        }
+      // then
+      assertThrows(RuntimeException.class, () -> fn.get().apply(a, b));
     }
+
+    @Test
+    public void shouldThrowForOafAndOafEntity() {
+      // given
+      Oaf a = mock(Oaf.class);
+      OafEntity b = mock(OafEntity.class);
+
+      // when
+      SerializableSupplier<BiFunction<Oaf, Oaf, Oaf>> fn = functionFor(Strategy.MERGE_FROM_AND_GET);
+
+      // then
+      assertThrows(RuntimeException.class, () -> fn.get().apply(a, b));
+    }
+
+    @Test
+    public void shouldThrowForRelationAndOaf() {
+      // given
+      Relation a = mock(Relation.class);
+      Oaf b = mock(Oaf.class);
+
+      // when
+      SerializableSupplier<BiFunction<Oaf, Oaf, Oaf>> fn = functionFor(Strategy.MERGE_FROM_AND_GET);
+
+      // then
+      assertThrows(RuntimeException.class, () -> fn.get().apply(a, b));
+    }
+
+    @Test
+    public void shouldThrowForRelationAndOafEntity() {
+      // given
+      Relation a = mock(Relation.class);
+      OafEntity b = mock(OafEntity.class);
+
+      // when
+      SerializableSupplier<BiFunction<Oaf, Oaf, Oaf>> fn = functionFor(Strategy.MERGE_FROM_AND_GET);
+
+      // then
+      assertThrows(RuntimeException.class, () -> fn.get().apply(a, b));
+    }
+
+    @Test
+    public void shouldBehaveProperlyForRelationAndRelation() {
+      // given
+      Relation a = mock(Relation.class);
+      Relation b = mock(Relation.class);
+
+      // when
+      SerializableSupplier<BiFunction<Oaf, Oaf, Oaf>> fn = functionFor(Strategy.MERGE_FROM_AND_GET);
+
+      // then
+      Oaf x = fn.get().apply(a, b);
+      assertTrue(Relation.class.isAssignableFrom(x.getClass()));
+      verify(a).mergeFrom(b);
+      assertEquals(a, x);
+    }
+
+    @Test
+    public void shouldThrowForOafEntityAndOaf() {
+      // given
+      OafEntity a = mock(OafEntity.class);
+      Oaf b = mock(Oaf.class);
+
+      // when
+      SerializableSupplier<BiFunction<Oaf, Oaf, Oaf>> fn = functionFor(Strategy.MERGE_FROM_AND_GET);
+
+      // then
+      assertThrows(RuntimeException.class, () -> fn.get().apply(a, b));
+    }
+
+    @Test
+    public void shouldThrowForOafEntityAndRelation() {
+      // given
+      OafEntity a = mock(OafEntity.class);
+      Relation b = mock(Relation.class);
+
+      // when
+      SerializableSupplier<BiFunction<Oaf, Oaf, Oaf>> fn = functionFor(Strategy.MERGE_FROM_AND_GET);
+
+      // then
+      assertThrows(RuntimeException.class, () -> fn.get().apply(a, b));
+    }
+
+    @Test
+    public void shouldThrowForOafEntityAndOafEntityButNotSubclasses() {
+      // given
+      class OafEntitySub1 extends OafEntity {}
+      class OafEntitySub2 extends OafEntity {}
+
+      OafEntitySub1 a = mock(OafEntitySub1.class);
+      OafEntitySub2 b = mock(OafEntitySub2.class);
+
+      // when
+      SerializableSupplier<BiFunction<Oaf, Oaf, Oaf>> fn = functionFor(Strategy.MERGE_FROM_AND_GET);
+
+      // then
+      assertThrows(RuntimeException.class, () -> fn.get().apply(a, b));
+    }
+
+    @Test
+    public void shouldBehaveProperlyForOafEntityAndOafEntity() {
+      // given
+      OafEntity a = mock(OafEntity.class);
+      OafEntity b = mock(OafEntity.class);
+
+      // when
+      SerializableSupplier<BiFunction<Oaf, Oaf, Oaf>> fn = functionFor(Strategy.MERGE_FROM_AND_GET);
+
+      // then
+      Oaf x = fn.get().apply(a, b);
+      assertTrue(OafEntity.class.isAssignableFrom(x.getClass()));
+      verify(a).mergeFrom(b);
+      assertEquals(a, x);
+    }
+  }
+
+  @Nested
+  class SelectNewerAndGetStrategy {
+
+    @Test
+    public void shouldThrowForOafEntityAndRelation() {
+      // given
+      OafEntity a = mock(OafEntity.class);
+      Relation b = mock(Relation.class);
+
+      // when
+      SerializableSupplier<BiFunction<Oaf, Oaf, Oaf>> fn =
+          functionFor(Strategy.SELECT_NEWER_AND_GET);
+
+      // then
+      assertThrows(RuntimeException.class, () -> fn.get().apply(a, b));
+    }
+
+    @Test
+    public void shouldThrowForRelationAndOafEntity() {
+      // given
+      Relation a = mock(Relation.class);
+      OafEntity b = mock(OafEntity.class);
+
+      // when
+      SerializableSupplier<BiFunction<Oaf, Oaf, Oaf>> fn =
+          functionFor(Strategy.SELECT_NEWER_AND_GET);
+
+      // then
+      assertThrows(RuntimeException.class, () -> fn.get().apply(a, b));
+    }
+
+    @Test
+    public void shouldThrowForOafEntityAndResult() {
+      // given
+      OafEntity a = mock(OafEntity.class);
+      Result b = mock(Result.class);
+
+      // when
+      SerializableSupplier<BiFunction<Oaf, Oaf, Oaf>> fn =
+          functionFor(Strategy.SELECT_NEWER_AND_GET);
+
+      // then
+      assertThrows(RuntimeException.class, () -> fn.get().apply(a, b));
+    }
+
+    @Test
+    public void shouldThrowWhenSuperTypeIsNewerForResultAndOafEntity() {
+      // given
+      // real types must be used because subclass-superclass resolution does not work for
+      // mocks
+      Dataset a = new Dataset();
+      a.setLastupdatetimestamp(1L);
+      Result b = new Result();
+      b.setLastupdatetimestamp(2L);
+
+      // when
+      SerializableSupplier<BiFunction<Oaf, Oaf, Oaf>> fn =
+          functionFor(Strategy.SELECT_NEWER_AND_GET);
+
+      // then
+      assertThrows(RuntimeException.class, () -> fn.get().apply(a, b));
+    }
+
+    @Test
+    public void shouldShouldReturnLeftForOafEntityAndOafEntity() {
+      // given
+      OafEntity a = mock(OafEntity.class);
+      when(a.getLastupdatetimestamp()).thenReturn(1L);
+      OafEntity b = mock(OafEntity.class);
+      when(b.getLastupdatetimestamp()).thenReturn(2L);
+
+      // when
+      SerializableSupplier<BiFunction<Oaf, Oaf, Oaf>> fn =
+          functionFor(Strategy.SELECT_NEWER_AND_GET);
+
+      // then
+      Oaf x = fn.get().apply(a, b);
+      assertTrue(OafEntity.class.isAssignableFrom(x.getClass()));
+      assertEquals(b, x);
+    }
+
+    @Test
+    public void shouldShouldReturnRightForOafEntityAndOafEntity() {
+      // given
+      OafEntity a = mock(OafEntity.class);
+      when(a.getLastupdatetimestamp()).thenReturn(2L);
+      OafEntity b = mock(OafEntity.class);
+      when(b.getLastupdatetimestamp()).thenReturn(1L);
+
+      // when
+      SerializableSupplier<BiFunction<Oaf, Oaf, Oaf>> fn =
+          functionFor(Strategy.SELECT_NEWER_AND_GET);
+
+      // then
+      Oaf x = fn.get().apply(a, b);
+      assertTrue(OafEntity.class.isAssignableFrom(x.getClass()));
+      assertEquals(a, x);
+    }
+  }
 }
diff --git a/dhp-workflows/dhp-actionmanager/src/test/java/eu/dnetlib/dhp/actionmanager/promote/PromoteActionPayloadForGraphTableJobTest.java b/dhp-workflows/dhp-actionmanager/src/test/java/eu/dnetlib/dhp/actionmanager/promote/PromoteActionPayloadForGraphTableJobTest.java
index 29592bb491..e8f8025854 100644
--- a/dhp-workflows/dhp-actionmanager/src/test/java/eu/dnetlib/dhp/actionmanager/promote/PromoteActionPayloadForGraphTableJobTest.java
+++ b/dhp-workflows/dhp-actionmanager/src/test/java/eu/dnetlib/dhp/actionmanager/promote/PromoteActionPayloadForGraphTableJobTest.java
@@ -27,261 +27,252 @@ import org.junit.jupiter.params.provider.Arguments;
 import org.junit.jupiter.params.provider.MethodSource;
 
 public class PromoteActionPayloadForGraphTableJobTest {
-    private static final ClassLoader cl =
-            PromoteActionPayloadForGraphTableJobTest.class.getClassLoader();
+  private static final ClassLoader cl =
+      PromoteActionPayloadForGraphTableJobTest.class.getClassLoader();
 
-    private static SparkSession spark;
+  private static SparkSession spark;
 
-    private Path workingDir;
-    private Path inputDir;
-    private Path inputGraphRootDir;
-    private Path inputActionPayloadRootDir;
-    private Path outputDir;
+  private Path workingDir;
+  private Path inputDir;
+  private Path inputGraphRootDir;
+  private Path inputActionPayloadRootDir;
+  private Path outputDir;
 
-    private static final ObjectMapper OBJECT_MAPPER = new ObjectMapper();
+  private static final ObjectMapper OBJECT_MAPPER = new ObjectMapper();
 
-    @BeforeAll
-    public static void beforeAll() {
-        SparkConf conf = new SparkConf();
-        conf.setAppName(PromoteActionPayloadForGraphTableJobTest.class.getSimpleName());
-        conf.setMaster("local");
-        conf.set("spark.serializer", "org.apache.spark.serializer.KryoSerializer");
-        conf.registerKryoClasses(ModelSupport.getOafModelClasses());
-        spark = SparkSession.builder().config(conf).getOrCreate();
+  @BeforeAll
+  public static void beforeAll() {
+    SparkConf conf = new SparkConf();
+    conf.setAppName(PromoteActionPayloadForGraphTableJobTest.class.getSimpleName());
+    conf.setMaster("local");
+    conf.set("spark.serializer", "org.apache.spark.serializer.KryoSerializer");
+    conf.registerKryoClasses(ModelSupport.getOafModelClasses());
+    spark = SparkSession.builder().config(conf).getOrCreate();
+  }
+
+  @BeforeEach
+  public void beforeEach() throws IOException {
+    workingDir =
+        Files.createTempDirectory(PromoteActionPayloadForGraphTableJobTest.class.getSimpleName());
+    inputDir = workingDir.resolve("input");
+    inputGraphRootDir = inputDir.resolve("graph");
+    inputActionPayloadRootDir = inputDir.resolve("action_payload");
+    outputDir = workingDir.resolve("output");
+  }
+
+  @AfterEach
+  public void afterEach() throws IOException {
+    FileUtils.deleteDirectory(workingDir.toFile());
+  }
+
+  @AfterAll
+  public static void afterAll() {
+    spark.stop();
+  }
+
+  @DisplayName("Job")
+  @Nested
+  class Main {
+
+    @Test
+    public void shouldThrowWhenGraphTableClassIsNotASubClassOfActionPayloadClass() {
+      // given
+      Class<Relation> rowClazz = Relation.class;
+      Class<OafEntity> actionPayloadClazz = OafEntity.class;
+
+      // when
+      RuntimeException exception =
+          assertThrows(
+              RuntimeException.class,
+              () ->
+                  PromoteActionPayloadForGraphTableJob.main(
+                      new String[] {
+                        "-isSparkSessionManaged",
+                        Boolean.FALSE.toString(),
+                        "-inputGraphTablePath",
+                        "",
+                        "-graphTableClassName",
+                        rowClazz.getCanonicalName(),
+                        "-inputActionPayloadPath",
+                        "",
+                        "-actionPayloadClassName",
+                        actionPayloadClazz.getCanonicalName(),
+                        "-outputGraphTablePath",
+                        "",
+                        "-mergeAndGetStrategy",
+                        MergeAndGet.Strategy.SELECT_NEWER_AND_GET.name()
+                      }));
+
+      // then
+      String msg =
+          String.format(
+              "graph table class is not a subclass of action payload class: graph=%s, action=%s",
+              rowClazz.getCanonicalName(), actionPayloadClazz.getCanonicalName());
+      assertTrue(exception.getMessage().contains(msg));
     }
 
-    @BeforeEach
-    public void beforeEach() throws IOException {
-        workingDir =
-                Files.createTempDirectory(
-                        PromoteActionPayloadForGraphTableJobTest.class.getSimpleName());
-        inputDir = workingDir.resolve("input");
-        inputGraphRootDir = inputDir.resolve("graph");
-        inputActionPayloadRootDir = inputDir.resolve("action_payload");
-        outputDir = workingDir.resolve("output");
+    @ParameterizedTest(name = "strategy: {0}, graph table: {1}, action payload: {2}")
+    @MethodSource(
+        "eu.dnetlib.dhp.actionmanager.promote.PromoteActionPayloadForGraphTableJobTest#promoteJobTestParams")
+    public void shouldPromoteActionPayloadForGraphTable(
+        MergeAndGet.Strategy strategy,
+        Class<? extends Oaf> rowClazz,
+        Class<? extends Oaf> actionPayloadClazz)
+        throws Exception {
+      // given
+      Path inputGraphTableDir = createGraphTable(inputGraphRootDir, rowClazz);
+      Path inputActionPayloadDir =
+          createActionPayload(inputActionPayloadRootDir, rowClazz, actionPayloadClazz);
+      Path outputGraphTableDir =
+          outputDir.resolve("graph").resolve(rowClazz.getSimpleName().toLowerCase());
+
+      // when
+      PromoteActionPayloadForGraphTableJob.main(
+          new String[] {
+            "-isSparkSessionManaged",
+            Boolean.FALSE.toString(),
+            "-inputGraphTablePath",
+            inputGraphTableDir.toString(),
+            "-graphTableClassName",
+            rowClazz.getCanonicalName(),
+            "-inputActionPayloadPath",
+            inputActionPayloadDir.toString(),
+            "-actionPayloadClassName",
+            actionPayloadClazz.getCanonicalName(),
+            "-outputGraphTablePath",
+            outputGraphTableDir.toString(),
+            "-mergeAndGetStrategy",
+            strategy.name()
+          });
+
+      // then
+      assertTrue(Files.exists(outputGraphTableDir));
+
+      List<? extends Oaf> actualOutputRows =
+          readGraphTableFromJobOutput(outputGraphTableDir.toString(), rowClazz).collectAsList()
+              .stream()
+              .sorted(Comparator.comparingInt(Object::hashCode))
+              .collect(Collectors.toList());
+      String expectedOutputGraphTableJsonDumpPath =
+          resultFileLocation(strategy, rowClazz, actionPayloadClazz);
+      Path expectedOutputGraphTableJsonDumpFile =
+          Paths.get(
+              Objects.requireNonNull(cl.getResource(expectedOutputGraphTableJsonDumpPath))
+                  .getFile());
+      List<? extends Oaf> expectedOutputRows =
+          readGraphTableFromJsonDump(expectedOutputGraphTableJsonDumpFile.toString(), rowClazz)
+              .collectAsList().stream()
+              .sorted(Comparator.comparingInt(Object::hashCode))
+              .collect(Collectors.toList());
+      assertIterableEquals(expectedOutputRows, actualOutputRows);
     }
+  }
 
-    @AfterEach
-    public void afterEach() throws IOException {
-        FileUtils.deleteDirectory(workingDir.toFile());
-    }
+  public static Stream<Arguments> promoteJobTestParams() {
+    return Stream.of(
+        arguments(
+            MergeAndGet.Strategy.MERGE_FROM_AND_GET,
+            eu.dnetlib.dhp.schema.oaf.Dataset.class,
+            eu.dnetlib.dhp.schema.oaf.Dataset.class),
+        arguments(
+            MergeAndGet.Strategy.MERGE_FROM_AND_GET,
+            eu.dnetlib.dhp.schema.oaf.Dataset.class,
+            eu.dnetlib.dhp.schema.oaf.Result.class),
+        arguments(MergeAndGet.Strategy.MERGE_FROM_AND_GET, Datasource.class, Datasource.class),
+        arguments(MergeAndGet.Strategy.MERGE_FROM_AND_GET, Organization.class, Organization.class),
+        arguments(
+            MergeAndGet.Strategy.MERGE_FROM_AND_GET,
+            OtherResearchProduct.class,
+            OtherResearchProduct.class),
+        arguments(
+            MergeAndGet.Strategy.MERGE_FROM_AND_GET, OtherResearchProduct.class, Result.class),
+        arguments(MergeAndGet.Strategy.MERGE_FROM_AND_GET, Project.class, Project.class),
+        arguments(MergeAndGet.Strategy.MERGE_FROM_AND_GET, Publication.class, Publication.class),
+        arguments(MergeAndGet.Strategy.MERGE_FROM_AND_GET, Publication.class, Result.class),
+        arguments(MergeAndGet.Strategy.MERGE_FROM_AND_GET, Relation.class, Relation.class),
+        arguments(MergeAndGet.Strategy.MERGE_FROM_AND_GET, Software.class, Software.class),
+        arguments(MergeAndGet.Strategy.MERGE_FROM_AND_GET, Software.class, Result.class));
+  }
 
-    @AfterAll
-    public static void afterAll() {
-        spark.stop();
-    }
+  private static <G extends Oaf> Path createGraphTable(Path inputGraphRootDir, Class<G> rowClazz) {
+    String inputGraphTableJsonDumpPath = inputGraphTableJsonDumpLocation(rowClazz);
+    Path inputGraphTableJsonDumpFile =
+        Paths.get(Objects.requireNonNull(cl.getResource(inputGraphTableJsonDumpPath)).getFile());
+    Dataset<G> rowDS = readGraphTableFromJsonDump(inputGraphTableJsonDumpFile.toString(), rowClazz);
+    String inputGraphTableName = rowClazz.getSimpleName().toLowerCase();
+    Path inputGraphTableDir = inputGraphRootDir.resolve(inputGraphTableName);
+    writeGraphTableAaJobInput(rowDS, inputGraphTableDir.toString());
+    return inputGraphTableDir;
+  }
 
-    @DisplayName("Job")
-    @Nested
-    class Main {
+  private static String inputGraphTableJsonDumpLocation(Class<? extends Oaf> rowClazz) {
+    return String.format(
+        "%s/%s.json",
+        "eu/dnetlib/dhp/actionmanager/promote/input/graph", rowClazz.getSimpleName().toLowerCase());
+  }
 
-        @Test
-        public void shouldThrowWhenGraphTableClassIsNotASubClassOfActionPayloadClass() {
-            // given
-            Class<Relation> rowClazz = Relation.class;
-            Class<OafEntity> actionPayloadClazz = OafEntity.class;
+  private static <G extends Oaf> Dataset<G> readGraphTableFromJsonDump(
+      String path, Class<G> rowClazz) {
+    return spark
+        .read()
+        .textFile(path)
+        .map(
+            (MapFunction<String, G>) json -> OBJECT_MAPPER.readValue(json, rowClazz),
+            Encoders.bean(rowClazz));
+  }
 
-            // when
-            RuntimeException exception =
-                    assertThrows(
-                            RuntimeException.class,
-                            () ->
-                                    PromoteActionPayloadForGraphTableJob.main(
-                                            new String[] {
-                                                "-isSparkSessionManaged", Boolean.FALSE.toString(),
-                                                "-inputGraphTablePath", "",
-                                                "-graphTableClassName", rowClazz.getCanonicalName(),
-                                                "-inputActionPayloadPath", "",
-                                                "-actionPayloadClassName",
-                                                        actionPayloadClazz.getCanonicalName(),
-                                                "-outputGraphTablePath", "",
-                                                "-mergeAndGetStrategy",
-                                                        MergeAndGet.Strategy.SELECT_NEWER_AND_GET
-                                                                .name()
-                                            }));
+  private static <G extends Oaf> void writeGraphTableAaJobInput(Dataset<G> rowDS, String path) {
+    rowDS.write().option("compression", "gzip").json(path);
+  }
 
-            // then
-            String msg =
-                    String.format(
-                            "graph table class is not a subclass of action payload class: graph=%s, action=%s",
-                            rowClazz.getCanonicalName(), actionPayloadClazz.getCanonicalName());
-            assertTrue(exception.getMessage().contains(msg));
-        }
+  private static <G extends Oaf, A extends Oaf> Path createActionPayload(
+      Path inputActionPayloadRootDir, Class<G> rowClazz, Class<A> actionPayloadClazz) {
+    String inputActionPayloadJsonDumpPath =
+        inputActionPayloadJsonDumpLocation(rowClazz, actionPayloadClazz);
+    Path inputActionPayloadJsonDumpFile =
+        Paths.get(Objects.requireNonNull(cl.getResource(inputActionPayloadJsonDumpPath)).getFile());
+    Dataset<String> actionPayloadDS =
+        readActionPayloadFromJsonDump(inputActionPayloadJsonDumpFile.toString());
+    Path inputActionPayloadDir =
+        inputActionPayloadRootDir.resolve(actionPayloadClazz.getSimpleName().toLowerCase());
+    writeActionPayloadAsJobInput(actionPayloadDS, inputActionPayloadDir.toString());
+    return inputActionPayloadDir;
+  }
 
-        @ParameterizedTest(name = "strategy: {0}, graph table: {1}, action payload: {2}")
-        @MethodSource(
-                "eu.dnetlib.dhp.actionmanager.promote.PromoteActionPayloadForGraphTableJobTest#promoteJobTestParams")
-        public void shouldPromoteActionPayloadForGraphTable(
-                MergeAndGet.Strategy strategy,
-                Class<? extends Oaf> rowClazz,
-                Class<? extends Oaf> actionPayloadClazz)
-                throws Exception {
-            // given
-            Path inputGraphTableDir = createGraphTable(inputGraphRootDir, rowClazz);
-            Path inputActionPayloadDir =
-                    createActionPayload(inputActionPayloadRootDir, rowClazz, actionPayloadClazz);
-            Path outputGraphTableDir =
-                    outputDir.resolve("graph").resolve(rowClazz.getSimpleName().toLowerCase());
+  private static String inputActionPayloadJsonDumpLocation(
+      Class<? extends Oaf> rowClazz, Class<? extends Oaf> actionPayloadClazz) {
 
-            // when
-            PromoteActionPayloadForGraphTableJob.main(
-                    new String[] {
-                        "-isSparkSessionManaged", Boolean.FALSE.toString(),
-                        "-inputGraphTablePath", inputGraphTableDir.toString(),
-                        "-graphTableClassName", rowClazz.getCanonicalName(),
-                        "-inputActionPayloadPath", inputActionPayloadDir.toString(),
-                        "-actionPayloadClassName", actionPayloadClazz.getCanonicalName(),
-                        "-outputGraphTablePath", outputGraphTableDir.toString(),
-                        "-mergeAndGetStrategy", strategy.name()
-                    });
+    return String.format(
+        "eu/dnetlib/dhp/actionmanager/promote/input/action_payload/%s_table/%s.json",
+        rowClazz.getSimpleName().toLowerCase(), actionPayloadClazz.getSimpleName().toLowerCase());
+  }
 
-            // then
-            assertTrue(Files.exists(outputGraphTableDir));
+  private static Dataset<String> readActionPayloadFromJsonDump(String path) {
+    return spark.read().textFile(path);
+  }
 
-            List<? extends Oaf> actualOutputRows =
-                    readGraphTableFromJobOutput(outputGraphTableDir.toString(), rowClazz)
-                            .collectAsList().stream()
-                            .sorted(Comparator.comparingInt(Object::hashCode))
-                            .collect(Collectors.toList());
-            String expectedOutputGraphTableJsonDumpPath =
-                    resultFileLocation(strategy, rowClazz, actionPayloadClazz);
-            Path expectedOutputGraphTableJsonDumpFile =
-                    Paths.get(
-                            Objects.requireNonNull(
-                                            cl.getResource(expectedOutputGraphTableJsonDumpPath))
-                                    .getFile());
-            List<? extends Oaf> expectedOutputRows =
-                    readGraphTableFromJsonDump(
-                                    expectedOutputGraphTableJsonDumpFile.toString(), rowClazz)
-                            .collectAsList().stream()
-                            .sorted(Comparator.comparingInt(Object::hashCode))
-                            .collect(Collectors.toList());
-            assertIterableEquals(expectedOutputRows, actualOutputRows);
-        }
-    }
+  private static void writeActionPayloadAsJobInput(Dataset<String> actionPayloadDS, String path) {
+    actionPayloadDS.withColumnRenamed("value", "payload").write().parquet(path);
+  }
 
-    public static Stream<Arguments> promoteJobTestParams() {
-        return Stream.of(
-                arguments(
-                        MergeAndGet.Strategy.MERGE_FROM_AND_GET,
-                        eu.dnetlib.dhp.schema.oaf.Dataset.class,
-                        eu.dnetlib.dhp.schema.oaf.Dataset.class),
-                arguments(
-                        MergeAndGet.Strategy.MERGE_FROM_AND_GET,
-                        eu.dnetlib.dhp.schema.oaf.Dataset.class,
-                        eu.dnetlib.dhp.schema.oaf.Result.class),
-                arguments(
-                        MergeAndGet.Strategy.MERGE_FROM_AND_GET,
-                        Datasource.class,
-                        Datasource.class),
-                arguments(
-                        MergeAndGet.Strategy.MERGE_FROM_AND_GET,
-                        Organization.class,
-                        Organization.class),
-                arguments(
-                        MergeAndGet.Strategy.MERGE_FROM_AND_GET,
-                        OtherResearchProduct.class,
-                        OtherResearchProduct.class),
-                arguments(
-                        MergeAndGet.Strategy.MERGE_FROM_AND_GET,
-                        OtherResearchProduct.class,
-                        Result.class),
-                arguments(MergeAndGet.Strategy.MERGE_FROM_AND_GET, Project.class, Project.class),
-                arguments(
-                        MergeAndGet.Strategy.MERGE_FROM_AND_GET,
-                        Publication.class,
-                        Publication.class),
-                arguments(MergeAndGet.Strategy.MERGE_FROM_AND_GET, Publication.class, Result.class),
-                arguments(MergeAndGet.Strategy.MERGE_FROM_AND_GET, Relation.class, Relation.class),
-                arguments(MergeAndGet.Strategy.MERGE_FROM_AND_GET, Software.class, Software.class),
-                arguments(MergeAndGet.Strategy.MERGE_FROM_AND_GET, Software.class, Result.class));
-    }
+  private static <G extends Oaf> Dataset<G> readGraphTableFromJobOutput(
+      String path, Class<G> rowClazz) {
+    return spark
+        .read()
+        .textFile(path)
+        .map(
+            (MapFunction<String, G>) json -> OBJECT_MAPPER.readValue(json, rowClazz),
+            Encoders.bean(rowClazz));
+  }
 
-    private static <G extends Oaf> Path createGraphTable(
-            Path inputGraphRootDir, Class<G> rowClazz) {
-        String inputGraphTableJsonDumpPath = inputGraphTableJsonDumpLocation(rowClazz);
-        Path inputGraphTableJsonDumpFile =
-                Paths.get(
-                        Objects.requireNonNull(cl.getResource(inputGraphTableJsonDumpPath))
-                                .getFile());
-        Dataset<G> rowDS =
-                readGraphTableFromJsonDump(inputGraphTableJsonDumpFile.toString(), rowClazz);
-        String inputGraphTableName = rowClazz.getSimpleName().toLowerCase();
-        Path inputGraphTableDir = inputGraphRootDir.resolve(inputGraphTableName);
-        writeGraphTableAaJobInput(rowDS, inputGraphTableDir.toString());
-        return inputGraphTableDir;
-    }
-
-    private static String inputGraphTableJsonDumpLocation(Class<? extends Oaf> rowClazz) {
-        return String.format(
-                "%s/%s.json",
-                "eu/dnetlib/dhp/actionmanager/promote/input/graph",
-                rowClazz.getSimpleName().toLowerCase());
-    }
-
-    private static <G extends Oaf> Dataset<G> readGraphTableFromJsonDump(
-            String path, Class<G> rowClazz) {
-        return spark.read()
-                .textFile(path)
-                .map(
-                        (MapFunction<String, G>) json -> OBJECT_MAPPER.readValue(json, rowClazz),
-                        Encoders.bean(rowClazz));
-    }
-
-    private static <G extends Oaf> void writeGraphTableAaJobInput(Dataset<G> rowDS, String path) {
-        rowDS.write().option("compression", "gzip").json(path);
-    }
-
-    private static <G extends Oaf, A extends Oaf> Path createActionPayload(
-            Path inputActionPayloadRootDir, Class<G> rowClazz, Class<A> actionPayloadClazz) {
-        String inputActionPayloadJsonDumpPath =
-                inputActionPayloadJsonDumpLocation(rowClazz, actionPayloadClazz);
-        Path inputActionPayloadJsonDumpFile =
-                Paths.get(
-                        Objects.requireNonNull(cl.getResource(inputActionPayloadJsonDumpPath))
-                                .getFile());
-        Dataset<String> actionPayloadDS =
-                readActionPayloadFromJsonDump(inputActionPayloadJsonDumpFile.toString());
-        Path inputActionPayloadDir =
-                inputActionPayloadRootDir.resolve(actionPayloadClazz.getSimpleName().toLowerCase());
-        writeActionPayloadAsJobInput(actionPayloadDS, inputActionPayloadDir.toString());
-        return inputActionPayloadDir;
-    }
-
-    private static String inputActionPayloadJsonDumpLocation(
-            Class<? extends Oaf> rowClazz, Class<? extends Oaf> actionPayloadClazz) {
-
-        return String.format(
-                "eu/dnetlib/dhp/actionmanager/promote/input/action_payload/%s_table/%s.json",
-                rowClazz.getSimpleName().toLowerCase(),
-                actionPayloadClazz.getSimpleName().toLowerCase());
-    }
-
-    private static Dataset<String> readActionPayloadFromJsonDump(String path) {
-        return spark.read().textFile(path);
-    }
-
-    private static void writeActionPayloadAsJobInput(Dataset<String> actionPayloadDS, String path) {
-        actionPayloadDS.withColumnRenamed("value", "payload").write().parquet(path);
-    }
-
-    private static <G extends Oaf> Dataset<G> readGraphTableFromJobOutput(
-            String path, Class<G> rowClazz) {
-        return spark.read()
-                .textFile(path)
-                .map(
-                        (MapFunction<String, G>) json -> OBJECT_MAPPER.readValue(json, rowClazz),
-                        Encoders.bean(rowClazz));
-    }
-
-    private static String resultFileLocation(
-            MergeAndGet.Strategy strategy,
-            Class<? extends Oaf> rowClazz,
-            Class<? extends Oaf> actionPayloadClazz) {
-        return String.format(
-                "eu/dnetlib/dhp/actionmanager/promote/output/graph/%s/%s/%s_action_payload/result.json",
-                strategy.name().toLowerCase(),
-                rowClazz.getSimpleName().toLowerCase(),
-                actionPayloadClazz.getSimpleName().toLowerCase());
-    }
+  private static String resultFileLocation(
+      MergeAndGet.Strategy strategy,
+      Class<? extends Oaf> rowClazz,
+      Class<? extends Oaf> actionPayloadClazz) {
+    return String.format(
+        "eu/dnetlib/dhp/actionmanager/promote/output/graph/%s/%s/%s_action_payload/result.json",
+        strategy.name().toLowerCase(),
+        rowClazz.getSimpleName().toLowerCase(),
+        actionPayloadClazz.getSimpleName().toLowerCase());
+  }
 }
diff --git a/dhp-workflows/dhp-actionmanager/src/test/java/eu/dnetlib/dhp/actionmanager/promote/PromoteActionPayloadFunctionsTest.java b/dhp-workflows/dhp-actionmanager/src/test/java/eu/dnetlib/dhp/actionmanager/promote/PromoteActionPayloadFunctionsTest.java
index 5c69e32e3c..9abb0858fa 100644
--- a/dhp-workflows/dhp-actionmanager/src/test/java/eu/dnetlib/dhp/actionmanager/promote/PromoteActionPayloadFunctionsTest.java
+++ b/dhp-workflows/dhp-actionmanager/src/test/java/eu/dnetlib/dhp/actionmanager/promote/PromoteActionPayloadFunctionsTest.java
@@ -21,329 +21,312 @@ import org.junit.jupiter.api.Test;
 
 public class PromoteActionPayloadFunctionsTest {
 
-    private static SparkSession spark;
+  private static SparkSession spark;
 
-    @BeforeAll
-    public static void beforeAll() {
-        SparkConf conf = new SparkConf();
-        conf.setMaster("local");
-        conf.setAppName(PromoteActionPayloadFunctionsTest.class.getSimpleName());
-        conf.set("spark.driver.host", "localhost");
-        spark = SparkSession.builder().config(conf).getOrCreate();
+  @BeforeAll
+  public static void beforeAll() {
+    SparkConf conf = new SparkConf();
+    conf.setMaster("local");
+    conf.setAppName(PromoteActionPayloadFunctionsTest.class.getSimpleName());
+    conf.set("spark.driver.host", "localhost");
+    spark = SparkSession.builder().config(conf).getOrCreate();
+  }
+
+  @AfterAll
+  public static void afterAll() {
+    spark.stop();
+  }
+
+  @Nested
+  class JoinTableWithActionPayloadAndMerge {
+
+    @Test
+    public void shouldThrowWhenTableTypeIsNotSubtypeOfActionPayloadType() {
+      // given
+      class OafImpl extends Oaf {}
+
+      // when
+      assertThrows(
+          RuntimeException.class,
+          () ->
+              PromoteActionPayloadFunctions.joinGraphTableWithActionPayloadAndMerge(
+                  null, null, null, null, null, OafImplSubSub.class, OafImpl.class));
     }
 
-    @AfterAll
-    public static void afterAll() {
-        spark.stop();
+    @Test
+    public void shouldRunProperlyWhenActionPayloadTypeAndTableTypeAreTheSame() {
+      // given
+      String id0 = "id0";
+      String id1 = "id1";
+      String id2 = "id2";
+      String id3 = "id3";
+      String id4 = "id4";
+      List<OafImplSubSub> rowData =
+          Arrays.asList(
+              createOafImplSubSub(id0),
+              createOafImplSubSub(id1),
+              createOafImplSubSub(id2),
+              createOafImplSubSub(id3));
+      Dataset<OafImplSubSub> rowDS =
+          spark.createDataset(rowData, Encoders.bean(OafImplSubSub.class));
+
+      List<OafImplSubSub> actionPayloadData =
+          Arrays.asList(
+              createOafImplSubSub(id1),
+              createOafImplSubSub(id2),
+              createOafImplSubSub(id2),
+              createOafImplSubSub(id3),
+              createOafImplSubSub(id3),
+              createOafImplSubSub(id3),
+              createOafImplSubSub(id4),
+              createOafImplSubSub(id4),
+              createOafImplSubSub(id4),
+              createOafImplSubSub(id4));
+      Dataset<OafImplSubSub> actionPayloadDS =
+          spark.createDataset(actionPayloadData, Encoders.bean(OafImplSubSub.class));
+
+      SerializableSupplier<Function<OafImplSubSub, String>> rowIdFn = () -> OafImplRoot::getId;
+      SerializableSupplier<Function<OafImplSubSub, String>> actionPayloadIdFn =
+          () -> OafImplRoot::getId;
+      SerializableSupplier<BiFunction<OafImplSubSub, OafImplSubSub, OafImplSubSub>> mergeAndGetFn =
+          () ->
+              (x, y) -> {
+                x.merge(y);
+                return x;
+              };
+
+      // when
+      List<OafImplSubSub> results =
+          PromoteActionPayloadFunctions.joinGraphTableWithActionPayloadAndMerge(
+                  rowDS,
+                  actionPayloadDS,
+                  rowIdFn,
+                  actionPayloadIdFn,
+                  mergeAndGetFn,
+                  OafImplSubSub.class,
+                  OafImplSubSub.class)
+              .collectAsList();
+
+      // then
+      assertEquals(11, results.size());
+      assertEquals(1, results.stream().filter(x -> x.getId().equals(id0)).count());
+      assertEquals(1, results.stream().filter(x -> x.getId().equals(id1)).count());
+      assertEquals(2, results.stream().filter(x -> x.getId().equals(id2)).count());
+      assertEquals(3, results.stream().filter(x -> x.getId().equals(id3)).count());
+      assertEquals(4, results.stream().filter(x -> x.getId().equals(id4)).count());
+
+      results.forEach(
+          result -> {
+            switch (result.getId()) {
+              case "id0":
+                assertEquals(1, result.getMerged());
+                break;
+              case "id1":
+              case "id2":
+              case "id3":
+                assertEquals(2, result.getMerged());
+                break;
+              case "id4":
+                assertEquals(1, result.getMerged());
+                break;
+              default:
+                throw new RuntimeException();
+            }
+          });
     }
 
-    @Nested
-    class JoinTableWithActionPayloadAndMerge {
+    @Test
+    public void shouldRunProperlyWhenActionPayloadTypeIsSuperTypeOfTableType() {
+      // given
+      String id0 = "id0";
+      String id1 = "id1";
+      String id2 = "id2";
+      String id3 = "id3";
+      String id4 = "id4";
+      List<OafImplSubSub> rowData =
+          Arrays.asList(
+              createOafImplSubSub(id0),
+              createOafImplSubSub(id1),
+              createOafImplSubSub(id2),
+              createOafImplSubSub(id3));
+      Dataset<OafImplSubSub> rowDS =
+          spark.createDataset(rowData, Encoders.bean(OafImplSubSub.class));
 
-        @Test
-        public void shouldThrowWhenTableTypeIsNotSubtypeOfActionPayloadType() {
-            // given
-            class OafImpl extends Oaf {}
+      List<OafImplSub> actionPayloadData =
+          Arrays.asList(
+              createOafImplSub(id1),
+              createOafImplSub(id2),
+              createOafImplSub(id2),
+              createOafImplSub(id3),
+              createOafImplSub(id3),
+              createOafImplSub(id3),
+              createOafImplSub(id4),
+              createOafImplSub(id4),
+              createOafImplSub(id4),
+              createOafImplSub(id4));
+      Dataset<OafImplSub> actionPayloadDS =
+          spark.createDataset(actionPayloadData, Encoders.bean(OafImplSub.class));
 
-            // when
-            assertThrows(
-                    RuntimeException.class,
-                    () ->
-                            PromoteActionPayloadFunctions.joinGraphTableWithActionPayloadAndMerge(
-                                    null,
-                                    null,
-                                    null,
-                                    null,
-                                    null,
-                                    OafImplSubSub.class,
-                                    OafImpl.class));
-        }
+      SerializableSupplier<Function<OafImplSubSub, String>> rowIdFn = () -> OafImplRoot::getId;
+      SerializableSupplier<Function<OafImplSub, String>> actionPayloadIdFn =
+          () -> OafImplRoot::getId;
+      SerializableSupplier<BiFunction<OafImplSubSub, OafImplSub, OafImplSubSub>> mergeAndGetFn =
+          () ->
+              (x, y) -> {
+                x.merge(y);
+                return x;
+              };
 
-        @Test
-        public void shouldRunProperlyWhenActionPayloadTypeAndTableTypeAreTheSame() {
-            // given
-            String id0 = "id0";
-            String id1 = "id1";
-            String id2 = "id2";
-            String id3 = "id3";
-            String id4 = "id4";
-            List<OafImplSubSub> rowData =
-                    Arrays.asList(
-                            createOafImplSubSub(id0),
-                            createOafImplSubSub(id1),
-                            createOafImplSubSub(id2),
-                            createOafImplSubSub(id3));
-            Dataset<OafImplSubSub> rowDS =
-                    spark.createDataset(rowData, Encoders.bean(OafImplSubSub.class));
+      // when
+      List<OafImplSubSub> results =
+          PromoteActionPayloadFunctions.joinGraphTableWithActionPayloadAndMerge(
+                  rowDS,
+                  actionPayloadDS,
+                  rowIdFn,
+                  actionPayloadIdFn,
+                  mergeAndGetFn,
+                  OafImplSubSub.class,
+                  OafImplSub.class)
+              .collectAsList();
 
-            List<OafImplSubSub> actionPayloadData =
-                    Arrays.asList(
-                            createOafImplSubSub(id1),
-                            createOafImplSubSub(id2),
-                            createOafImplSubSub(id2),
-                            createOafImplSubSub(id3),
-                            createOafImplSubSub(id3),
-                            createOafImplSubSub(id3),
-                            createOafImplSubSub(id4),
-                            createOafImplSubSub(id4),
-                            createOafImplSubSub(id4),
-                            createOafImplSubSub(id4));
-            Dataset<OafImplSubSub> actionPayloadDS =
-                    spark.createDataset(actionPayloadData, Encoders.bean(OafImplSubSub.class));
+      // then
+      assertEquals(7, results.size());
+      assertEquals(1, results.stream().filter(x -> x.getId().equals(id0)).count());
+      assertEquals(1, results.stream().filter(x -> x.getId().equals(id1)).count());
+      assertEquals(2, results.stream().filter(x -> x.getId().equals(id2)).count());
+      assertEquals(3, results.stream().filter(x -> x.getId().equals(id3)).count());
+      assertEquals(0, results.stream().filter(x -> x.getId().equals(id4)).count());
 
-            SerializableSupplier<Function<OafImplSubSub, String>> rowIdFn =
-                    () -> OafImplRoot::getId;
-            SerializableSupplier<Function<OafImplSubSub, String>> actionPayloadIdFn =
-                    () -> OafImplRoot::getId;
-            SerializableSupplier<BiFunction<OafImplSubSub, OafImplSubSub, OafImplSubSub>>
-                    mergeAndGetFn =
-                            () ->
-                                    (x, y) -> {
-                                        x.merge(y);
-                                        return x;
-                                    };
+      results.forEach(
+          result -> {
+            switch (result.getId()) {
+              case "id0":
+                assertEquals(1, result.getMerged());
+                break;
+              case "id1":
+              case "id2":
+              case "id3":
+                assertEquals(2, result.getMerged());
+                break;
+              default:
+                throw new RuntimeException();
+            }
+          });
+    }
+  }
 
-            // when
-            List<OafImplSubSub> results =
-                    PromoteActionPayloadFunctions.joinGraphTableWithActionPayloadAndMerge(
-                                    rowDS,
-                                    actionPayloadDS,
-                                    rowIdFn,
-                                    actionPayloadIdFn,
-                                    mergeAndGetFn,
-                                    OafImplSubSub.class,
-                                    OafImplSubSub.class)
-                            .collectAsList();
+  @Nested
+  class GroupTableByIdAndMerge {
 
-            // then
-            assertEquals(11, results.size());
-            assertEquals(1, results.stream().filter(x -> x.getId().equals(id0)).count());
-            assertEquals(1, results.stream().filter(x -> x.getId().equals(id1)).count());
-            assertEquals(2, results.stream().filter(x -> x.getId().equals(id2)).count());
-            assertEquals(3, results.stream().filter(x -> x.getId().equals(id3)).count());
-            assertEquals(4, results.stream().filter(x -> x.getId().equals(id4)).count());
+    @Test
+    public void shouldRunProperly() {
+      // given
+      String id1 = "id1";
+      String id2 = "id2";
+      String id3 = "id3";
+      List<OafImplSubSub> rowData =
+          Arrays.asList(
+              createOafImplSubSub(id1),
+              createOafImplSubSub(id2),
+              createOafImplSubSub(id2),
+              createOafImplSubSub(id3),
+              createOafImplSubSub(id3),
+              createOafImplSubSub(id3));
+      Dataset<OafImplSubSub> rowDS =
+          spark.createDataset(rowData, Encoders.bean(OafImplSubSub.class));
 
-            results.forEach(
-                    result -> {
-                        switch (result.getId()) {
-                            case "id0":
-                                assertEquals(1, result.getMerged());
-                                break;
-                            case "id1":
-                            case "id2":
-                            case "id3":
-                                assertEquals(2, result.getMerged());
-                                break;
-                            case "id4":
-                                assertEquals(1, result.getMerged());
-                                break;
-                            default:
-                                throw new RuntimeException();
-                        }
-                    });
-        }
+      SerializableSupplier<Function<OafImplSubSub, String>> rowIdFn = () -> OafImplRoot::getId;
+      SerializableSupplier<BiFunction<OafImplSubSub, OafImplSubSub, OafImplSubSub>> mergeAndGetFn =
+          () ->
+              (x, y) -> {
+                x.merge(y);
+                return x;
+              };
+      SerializableSupplier<OafImplSubSub> zeroFn = OafImplSubSub::new;
+      SerializableSupplier<Function<OafImplSubSub, Boolean>> isNotZeroFn =
+          () -> x -> Objects.nonNull(x.getId());
 
-        @Test
-        public void shouldRunProperlyWhenActionPayloadTypeIsSuperTypeOfTableType() {
-            // given
-            String id0 = "id0";
-            String id1 = "id1";
-            String id2 = "id2";
-            String id3 = "id3";
-            String id4 = "id4";
-            List<OafImplSubSub> rowData =
-                    Arrays.asList(
-                            createOafImplSubSub(id0),
-                            createOafImplSubSub(id1),
-                            createOafImplSubSub(id2),
-                            createOafImplSubSub(id3));
-            Dataset<OafImplSubSub> rowDS =
-                    spark.createDataset(rowData, Encoders.bean(OafImplSubSub.class));
+      // when
+      List<OafImplSubSub> results =
+          PromoteActionPayloadFunctions.groupGraphTableByIdAndMerge(
+                  rowDS, rowIdFn, mergeAndGetFn, zeroFn, isNotZeroFn, OafImplSubSub.class)
+              .collectAsList();
 
-            List<OafImplSub> actionPayloadData =
-                    Arrays.asList(
-                            createOafImplSub(id1),
-                            createOafImplSub(id2),
-                            createOafImplSub(id2),
-                            createOafImplSub(id3),
-                            createOafImplSub(id3),
-                            createOafImplSub(id3),
-                            createOafImplSub(id4),
-                            createOafImplSub(id4),
-                            createOafImplSub(id4),
-                            createOafImplSub(id4));
-            Dataset<OafImplSub> actionPayloadDS =
-                    spark.createDataset(actionPayloadData, Encoders.bean(OafImplSub.class));
+      // then
+      assertEquals(3, results.size());
+      assertEquals(1, results.stream().filter(x -> x.getId().equals(id1)).count());
+      assertEquals(1, results.stream().filter(x -> x.getId().equals(id2)).count());
+      assertEquals(1, results.stream().filter(x -> x.getId().equals(id3)).count());
 
-            SerializableSupplier<Function<OafImplSubSub, String>> rowIdFn =
-                    () -> OafImplRoot::getId;
-            SerializableSupplier<Function<OafImplSub, String>> actionPayloadIdFn =
-                    () -> OafImplRoot::getId;
-            SerializableSupplier<BiFunction<OafImplSubSub, OafImplSub, OafImplSubSub>>
-                    mergeAndGetFn =
-                            () ->
-                                    (x, y) -> {
-                                        x.merge(y);
-                                        return x;
-                                    };
+      results.forEach(
+          result -> {
+            switch (result.getId()) {
+              case "id1":
+                assertEquals(1, result.getMerged());
+                break;
+              case "id2":
+                assertEquals(2, result.getMerged());
+                break;
+              case "id3":
+                assertEquals(3, result.getMerged());
+                break;
+              default:
+                throw new RuntimeException();
+            }
+          });
+    }
+  }
 
-            // when
-            List<OafImplSubSub> results =
-                    PromoteActionPayloadFunctions.joinGraphTableWithActionPayloadAndMerge(
-                                    rowDS,
-                                    actionPayloadDS,
-                                    rowIdFn,
-                                    actionPayloadIdFn,
-                                    mergeAndGetFn,
-                                    OafImplSubSub.class,
-                                    OafImplSub.class)
-                            .collectAsList();
+  public static class OafImplRoot extends Oaf {
+    private String id;
+    private int merged = 1;
 
-            // then
-            assertEquals(7, results.size());
-            assertEquals(1, results.stream().filter(x -> x.getId().equals(id0)).count());
-            assertEquals(1, results.stream().filter(x -> x.getId().equals(id1)).count());
-            assertEquals(2, results.stream().filter(x -> x.getId().equals(id2)).count());
-            assertEquals(3, results.stream().filter(x -> x.getId().equals(id3)).count());
-            assertEquals(0, results.stream().filter(x -> x.getId().equals(id4)).count());
-
-            results.forEach(
-                    result -> {
-                        switch (result.getId()) {
-                            case "id0":
-                                assertEquals(1, result.getMerged());
-                                break;
-                            case "id1":
-                            case "id2":
-                            case "id3":
-                                assertEquals(2, result.getMerged());
-                                break;
-                            default:
-                                throw new RuntimeException();
-                        }
-                    });
-        }
+    public void merge(OafImplRoot e) {
+      merged += e.merged;
     }
 
-    @Nested
-    class GroupTableByIdAndMerge {
-
-        @Test
-        public void shouldRunProperly() {
-            // given
-            String id1 = "id1";
-            String id2 = "id2";
-            String id3 = "id3";
-            List<OafImplSubSub> rowData =
-                    Arrays.asList(
-                            createOafImplSubSub(id1),
-                            createOafImplSubSub(id2),
-                            createOafImplSubSub(id2),
-                            createOafImplSubSub(id3),
-                            createOafImplSubSub(id3),
-                            createOafImplSubSub(id3));
-            Dataset<OafImplSubSub> rowDS =
-                    spark.createDataset(rowData, Encoders.bean(OafImplSubSub.class));
-
-            SerializableSupplier<Function<OafImplSubSub, String>> rowIdFn =
-                    () -> OafImplRoot::getId;
-            SerializableSupplier<BiFunction<OafImplSubSub, OafImplSubSub, OafImplSubSub>>
-                    mergeAndGetFn =
-                            () ->
-                                    (x, y) -> {
-                                        x.merge(y);
-                                        return x;
-                                    };
-            SerializableSupplier<OafImplSubSub> zeroFn = OafImplSubSub::new;
-            SerializableSupplier<Function<OafImplSubSub, Boolean>> isNotZeroFn =
-                    () -> x -> Objects.nonNull(x.getId());
-
-            // when
-            List<OafImplSubSub> results =
-                    PromoteActionPayloadFunctions.groupGraphTableByIdAndMerge(
-                                    rowDS,
-                                    rowIdFn,
-                                    mergeAndGetFn,
-                                    zeroFn,
-                                    isNotZeroFn,
-                                    OafImplSubSub.class)
-                            .collectAsList();
-
-            // then
-            assertEquals(3, results.size());
-            assertEquals(1, results.stream().filter(x -> x.getId().equals(id1)).count());
-            assertEquals(1, results.stream().filter(x -> x.getId().equals(id2)).count());
-            assertEquals(1, results.stream().filter(x -> x.getId().equals(id3)).count());
-
-            results.forEach(
-                    result -> {
-                        switch (result.getId()) {
-                            case "id1":
-                                assertEquals(1, result.getMerged());
-                                break;
-                            case "id2":
-                                assertEquals(2, result.getMerged());
-                                break;
-                            case "id3":
-                                assertEquals(3, result.getMerged());
-                                break;
-                            default:
-                                throw new RuntimeException();
-                        }
-                    });
-        }
+    public String getId() {
+      return id;
     }
 
-    public static class OafImplRoot extends Oaf {
-        private String id;
-        private int merged = 1;
-
-        public void merge(OafImplRoot e) {
-            merged += e.merged;
-        }
-
-        public String getId() {
-            return id;
-        }
-
-        public void setId(String id) {
-            this.id = id;
-        }
-
-        public int getMerged() {
-            return merged;
-        }
-
-        public void setMerged(int merged) {
-            this.merged = merged;
-        }
+    public void setId(String id) {
+      this.id = id;
     }
 
-    public static class OafImplSub extends OafImplRoot {
-
-        @Override
-        public void merge(OafImplRoot e) {
-            super.merge(e);
-        }
+    public int getMerged() {
+      return merged;
     }
 
-    private static OafImplSub createOafImplSub(String id) {
-        OafImplSub x = new OafImplSub();
-        x.setId(id);
-        return x;
+    public void setMerged(int merged) {
+      this.merged = merged;
     }
+  }
 
-    public static class OafImplSubSub extends OafImplSub {
+  public static class OafImplSub extends OafImplRoot {
 
-        @Override
-        public void merge(OafImplRoot e) {
-            super.merge(e);
-        }
+    @Override
+    public void merge(OafImplRoot e) {
+      super.merge(e);
     }
+  }
 
-    private static OafImplSubSub createOafImplSubSub(String id) {
-        OafImplSubSub x = new OafImplSubSub();
-        x.setId(id);
-        return x;
+  private static OafImplSub createOafImplSub(String id) {
+    OafImplSub x = new OafImplSub();
+    x.setId(id);
+    return x;
+  }
+
+  public static class OafImplSubSub extends OafImplSub {
+
+    @Override
+    public void merge(OafImplRoot e) {
+      super.merge(e);
     }
+  }
+
+  private static OafImplSubSub createOafImplSubSub(String id) {
+    OafImplSubSub x = new OafImplSubSub();
+    x.setId(id);
+    return x;
+  }
 }
diff --git a/dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/collection/GenerateNativeStoreSparkJob.java b/dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/collection/GenerateNativeStoreSparkJob.java
index 494d3d5c1e..526bff2e1b 100644
--- a/dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/collection/GenerateNativeStoreSparkJob.java
+++ b/dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/collection/GenerateNativeStoreSparkJob.java
@@ -31,133 +31,125 @@ import org.dom4j.io.SAXReader;
 
 public class GenerateNativeStoreSparkJob {
 
-    public static MetadataRecord parseRecord(
-            final String input,
-            final String xpath,
-            final String encoding,
-            final Provenance provenance,
-            final Long dateOfCollection,
-            final LongAccumulator totalItems,
-            final LongAccumulator invalidRecords) {
+  public static MetadataRecord parseRecord(
+      final String input,
+      final String xpath,
+      final String encoding,
+      final Provenance provenance,
+      final Long dateOfCollection,
+      final LongAccumulator totalItems,
+      final LongAccumulator invalidRecords) {
 
-        if (totalItems != null) totalItems.add(1);
-        try {
-            SAXReader reader = new SAXReader();
-            Document document =
-                    reader.read(new ByteArrayInputStream(input.getBytes(StandardCharsets.UTF_8)));
-            Node node = document.selectSingleNode(xpath);
-            final String originalIdentifier = node.getText();
-            if (StringUtils.isBlank(originalIdentifier)) {
-                if (invalidRecords != null) invalidRecords.add(1);
-                return null;
-            }
-            return new MetadataRecord(
-                    originalIdentifier, encoding, provenance, input, dateOfCollection);
-        } catch (Throwable e) {
-            if (invalidRecords != null) invalidRecords.add(1);
-            e.printStackTrace();
-            return null;
-        }
+    if (totalItems != null) totalItems.add(1);
+    try {
+      SAXReader reader = new SAXReader();
+      Document document =
+          reader.read(new ByteArrayInputStream(input.getBytes(StandardCharsets.UTF_8)));
+      Node node = document.selectSingleNode(xpath);
+      final String originalIdentifier = node.getText();
+      if (StringUtils.isBlank(originalIdentifier)) {
+        if (invalidRecords != null) invalidRecords.add(1);
+        return null;
+      }
+      return new MetadataRecord(originalIdentifier, encoding, provenance, input, dateOfCollection);
+    } catch (Throwable e) {
+      if (invalidRecords != null) invalidRecords.add(1);
+      e.printStackTrace();
+      return null;
+    }
+  }
+
+  public static void main(String[] args) throws Exception {
+
+    final ArgumentApplicationParser parser =
+        new ArgumentApplicationParser(
+            IOUtils.toString(
+                GenerateNativeStoreSparkJob.class.getResourceAsStream(
+                    "/eu/dnetlib/dhp/collection/collection_input_parameters.json")));
+    parser.parseArgument(args);
+    final ObjectMapper jsonMapper = new ObjectMapper();
+    final Provenance provenance = jsonMapper.readValue(parser.get("provenance"), Provenance.class);
+    final long dateOfCollection = new Long(parser.get("dateOfCollection"));
+
+    final SparkSession spark =
+        SparkSession.builder()
+            .appName("GenerateNativeStoreSparkJob")
+            .master(parser.get("master"))
+            .getOrCreate();
+
+    final Map<String, String> ongoingMap = new HashMap<>();
+    final Map<String, String> reportMap = new HashMap<>();
+
+    final boolean test =
+        parser.get("isTest") == null ? false : Boolean.valueOf(parser.get("isTest"));
+
+    final JavaSparkContext sc = new JavaSparkContext(spark.sparkContext());
+
+    final JavaPairRDD<IntWritable, Text> inputRDD =
+        sc.sequenceFile(parser.get("input"), IntWritable.class, Text.class);
+
+    final LongAccumulator totalItems = sc.sc().longAccumulator("TotalItems");
+
+    final LongAccumulator invalidRecords = sc.sc().longAccumulator("InvalidRecords");
+
+    final MessageManager manager =
+        new MessageManager(
+            parser.get("rabbitHost"),
+            parser.get("rabbitUser"),
+            parser.get("rabbitPassword"),
+            false,
+            false,
+            null);
+
+    final JavaRDD<MetadataRecord> mappeRDD =
+        inputRDD
+            .map(
+                item ->
+                    parseRecord(
+                        item._2().toString(),
+                        parser.get("xpath"),
+                        parser.get("encoding"),
+                        provenance,
+                        dateOfCollection,
+                        totalItems,
+                        invalidRecords))
+            .filter(Objects::nonNull)
+            .distinct();
+
+    ongoingMap.put("ongoing", "0");
+    if (!test) {
+      manager.sendMessage(
+          new Message(
+              parser.get("workflowId"), "DataFrameCreation", MessageType.ONGOING, ongoingMap),
+          parser.get("rabbitOngoingQueue"),
+          true,
+          false);
     }
 
-    public static void main(String[] args) throws Exception {
-
-        final ArgumentApplicationParser parser =
-                new ArgumentApplicationParser(
-                        IOUtils.toString(
-                                GenerateNativeStoreSparkJob.class.getResourceAsStream(
-                                        "/eu/dnetlib/dhp/collection/collection_input_parameters.json")));
-        parser.parseArgument(args);
-        final ObjectMapper jsonMapper = new ObjectMapper();
-        final Provenance provenance =
-                jsonMapper.readValue(parser.get("provenance"), Provenance.class);
-        final long dateOfCollection = new Long(parser.get("dateOfCollection"));
-
-        final SparkSession spark =
-                SparkSession.builder()
-                        .appName("GenerateNativeStoreSparkJob")
-                        .master(parser.get("master"))
-                        .getOrCreate();
-
-        final Map<String, String> ongoingMap = new HashMap<>();
-        final Map<String, String> reportMap = new HashMap<>();
-
-        final boolean test =
-                parser.get("isTest") == null ? false : Boolean.valueOf(parser.get("isTest"));
-
-        final JavaSparkContext sc = new JavaSparkContext(spark.sparkContext());
-
-        final JavaPairRDD<IntWritable, Text> inputRDD =
-                sc.sequenceFile(parser.get("input"), IntWritable.class, Text.class);
-
-        final LongAccumulator totalItems = sc.sc().longAccumulator("TotalItems");
-
-        final LongAccumulator invalidRecords = sc.sc().longAccumulator("InvalidRecords");
-
-        final MessageManager manager =
-                new MessageManager(
-                        parser.get("rabbitHost"),
-                        parser.get("rabbitUser"),
-                        parser.get("rabbitPassword"),
-                        false,
-                        false,
-                        null);
-
-        final JavaRDD<MetadataRecord> mappeRDD =
-                inputRDD.map(
-                                item ->
-                                        parseRecord(
-                                                item._2().toString(),
-                                                parser.get("xpath"),
-                                                parser.get("encoding"),
-                                                provenance,
-                                                dateOfCollection,
-                                                totalItems,
-                                                invalidRecords))
-                        .filter(Objects::nonNull)
-                        .distinct();
-
-        ongoingMap.put("ongoing", "0");
-        if (!test) {
-            manager.sendMessage(
-                    new Message(
-                            parser.get("workflowId"),
-                            "DataFrameCreation",
-                            MessageType.ONGOING,
-                            ongoingMap),
-                    parser.get("rabbitOngoingQueue"),
-                    true,
-                    false);
-        }
-
-        final Encoder<MetadataRecord> encoder = Encoders.bean(MetadataRecord.class);
-        final Dataset<MetadataRecord> mdstore = spark.createDataset(mappeRDD.rdd(), encoder);
-        final LongAccumulator mdStoreRecords = sc.sc().longAccumulator("MDStoreRecords");
-        mdStoreRecords.add(mdstore.count());
-        ongoingMap.put("ongoing", "" + totalItems.value());
-        if (!test) {
-            manager.sendMessage(
-                    new Message(
-                            parser.get("workflowId"),
-                            "DataFrameCreation",
-                            MessageType.ONGOING,
-                            ongoingMap),
-                    parser.get("rabbitOngoingQueue"),
-                    true,
-                    false);
-        }
-        mdstore.write().format("parquet").save(parser.get("output"));
-        reportMap.put("inputItem", "" + totalItems.value());
-        reportMap.put("invalidRecords", "" + invalidRecords.value());
-        reportMap.put("mdStoreSize", "" + mdStoreRecords.value());
-        if (!test) {
-            manager.sendMessage(
-                    new Message(
-                            parser.get("workflowId"), "Collection", MessageType.REPORT, reportMap),
-                    parser.get("rabbitReportQueue"),
-                    true,
-                    false);
-            manager.close();
-        }
+    final Encoder<MetadataRecord> encoder = Encoders.bean(MetadataRecord.class);
+    final Dataset<MetadataRecord> mdstore = spark.createDataset(mappeRDD.rdd(), encoder);
+    final LongAccumulator mdStoreRecords = sc.sc().longAccumulator("MDStoreRecords");
+    mdStoreRecords.add(mdstore.count());
+    ongoingMap.put("ongoing", "" + totalItems.value());
+    if (!test) {
+      manager.sendMessage(
+          new Message(
+              parser.get("workflowId"), "DataFrameCreation", MessageType.ONGOING, ongoingMap),
+          parser.get("rabbitOngoingQueue"),
+          true,
+          false);
     }
+    mdstore.write().format("parquet").save(parser.get("output"));
+    reportMap.put("inputItem", "" + totalItems.value());
+    reportMap.put("invalidRecords", "" + invalidRecords.value());
+    reportMap.put("mdStoreSize", "" + mdStoreRecords.value());
+    if (!test) {
+      manager.sendMessage(
+          new Message(parser.get("workflowId"), "Collection", MessageType.REPORT, reportMap),
+          parser.get("rabbitReportQueue"),
+          true,
+          false);
+      manager.close();
+    }
+  }
 }
diff --git a/dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/collection/plugin/CollectorPlugin.java b/dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/collection/plugin/CollectorPlugin.java
index fa628ac9e1..82f28afe64 100644
--- a/dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/collection/plugin/CollectorPlugin.java
+++ b/dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/collection/plugin/CollectorPlugin.java
@@ -6,5 +6,5 @@ import java.util.stream.Stream;
 
 public interface CollectorPlugin {
 
-    Stream<String> collect(ApiDescriptor api) throws DnetCollectorException;
+  Stream<String> collect(ApiDescriptor api) throws DnetCollectorException;
 }
diff --git a/dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/collection/plugin/oai/OaiCollectorPlugin.java b/dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/collection/plugin/oai/OaiCollectorPlugin.java
index a089a57504..415102a1a8 100644
--- a/dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/collection/plugin/oai/OaiCollectorPlugin.java
+++ b/dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/collection/plugin/oai/OaiCollectorPlugin.java
@@ -16,67 +16,63 @@ import java.util.stream.StreamSupport;
 
 public class OaiCollectorPlugin implements CollectorPlugin {
 
-    private static final String FORMAT_PARAM = "format";
-    private static final String OAI_SET_PARAM = "set";
-    private static final Object OAI_FROM_DATE_PARAM = "fromDate";
-    private static final Object OAI_UNTIL_DATE_PARAM = "untilDate";
+  private static final String FORMAT_PARAM = "format";
+  private static final String OAI_SET_PARAM = "set";
+  private static final Object OAI_FROM_DATE_PARAM = "fromDate";
+  private static final Object OAI_UNTIL_DATE_PARAM = "untilDate";
 
-    private OaiIteratorFactory oaiIteratorFactory;
+  private OaiIteratorFactory oaiIteratorFactory;
 
-    @Override
-    public Stream<String> collect(final ApiDescriptor api) throws DnetCollectorException {
-        final String baseUrl = api.getBaseUrl();
-        final String mdFormat = api.getParams().get(FORMAT_PARAM);
-        final String setParam = api.getParams().get(OAI_SET_PARAM);
-        final String fromDate = api.getParams().get(OAI_FROM_DATE_PARAM);
-        final String untilDate = api.getParams().get(OAI_UNTIL_DATE_PARAM);
+  @Override
+  public Stream<String> collect(final ApiDescriptor api) throws DnetCollectorException {
+    final String baseUrl = api.getBaseUrl();
+    final String mdFormat = api.getParams().get(FORMAT_PARAM);
+    final String setParam = api.getParams().get(OAI_SET_PARAM);
+    final String fromDate = api.getParams().get(OAI_FROM_DATE_PARAM);
+    final String untilDate = api.getParams().get(OAI_UNTIL_DATE_PARAM);
 
-        final List<String> sets = new ArrayList<>();
-        if (setParam != null) {
-            sets.addAll(
-                    Lists.newArrayList(
-                            Splitter.on(",").omitEmptyStrings().trimResults().split(setParam)));
-        }
-        if (sets.isEmpty()) {
-            // If no set is defined, ALL the sets must be harvested
-            sets.add("");
-        }
-
-        if (baseUrl == null || baseUrl.isEmpty()) {
-            throw new DnetCollectorException("Param 'baseurl' is null or empty");
-        }
-
-        if (mdFormat == null || mdFormat.isEmpty()) {
-            throw new DnetCollectorException("Param 'mdFormat' is null or empty");
-        }
-
-        if (fromDate != null && !fromDate.matches("\\d{4}-\\d{2}-\\d{2}")) {
-            throw new DnetCollectorException("Invalid date (YYYY-MM-DD): " + fromDate);
-        }
-
-        if (untilDate != null && !untilDate.matches("\\d{4}-\\d{2}-\\d{2}")) {
-            throw new DnetCollectorException("Invalid date (YYYY-MM-DD): " + untilDate);
-        }
-
-        final Iterator<Iterator<String>> iters =
-                sets.stream()
-                        .map(
-                                set ->
-                                        getOaiIteratorFactory()
-                                                .newIterator(
-                                                        baseUrl, mdFormat, set, fromDate,
-                                                        untilDate))
-                        .iterator();
-
-        return StreamSupport.stream(
-                Spliterators.spliteratorUnknownSize(Iterators.concat(iters), Spliterator.ORDERED),
-                false);
+    final List<String> sets = new ArrayList<>();
+    if (setParam != null) {
+      sets.addAll(
+          Lists.newArrayList(Splitter.on(",").omitEmptyStrings().trimResults().split(setParam)));
+    }
+    if (sets.isEmpty()) {
+      // If no set is defined, ALL the sets must be harvested
+      sets.add("");
     }
 
-    public OaiIteratorFactory getOaiIteratorFactory() {
-        if (oaiIteratorFactory == null) {
-            oaiIteratorFactory = new OaiIteratorFactory();
-        }
-        return oaiIteratorFactory;
+    if (baseUrl == null || baseUrl.isEmpty()) {
+      throw new DnetCollectorException("Param 'baseurl' is null or empty");
     }
+
+    if (mdFormat == null || mdFormat.isEmpty()) {
+      throw new DnetCollectorException("Param 'mdFormat' is null or empty");
+    }
+
+    if (fromDate != null && !fromDate.matches("\\d{4}-\\d{2}-\\d{2}")) {
+      throw new DnetCollectorException("Invalid date (YYYY-MM-DD): " + fromDate);
+    }
+
+    if (untilDate != null && !untilDate.matches("\\d{4}-\\d{2}-\\d{2}")) {
+      throw new DnetCollectorException("Invalid date (YYYY-MM-DD): " + untilDate);
+    }
+
+    final Iterator<Iterator<String>> iters =
+        sets.stream()
+            .map(
+                set ->
+                    getOaiIteratorFactory()
+                        .newIterator(baseUrl, mdFormat, set, fromDate, untilDate))
+            .iterator();
+
+    return StreamSupport.stream(
+        Spliterators.spliteratorUnknownSize(Iterators.concat(iters), Spliterator.ORDERED), false);
+  }
+
+  public OaiIteratorFactory getOaiIteratorFactory() {
+    if (oaiIteratorFactory == null) {
+      oaiIteratorFactory = new OaiIteratorFactory();
+    }
+    return oaiIteratorFactory;
+  }
 }
diff --git a/dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/collection/plugin/oai/OaiIterator.java b/dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/collection/plugin/oai/OaiIterator.java
index 013e837221..13c40de06b 100644
--- a/dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/collection/plugin/oai/OaiIterator.java
+++ b/dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/collection/plugin/oai/OaiIterator.java
@@ -19,161 +19,158 @@ import org.dom4j.io.SAXReader;
 
 public class OaiIterator implements Iterator<String> {
 
-    private static final Log log =
-            LogFactory.getLog(OaiIterator.class); // NOPMD by marko on 11/24/08 5:02 PM
+  private static final Log log = LogFactory.getLog(OaiIterator.class); // NOPMD by marko on
+  // 11/24/08 5:02 PM
 
-    private final Queue<String> queue = new PriorityBlockingQueue<>();
-    private final SAXReader reader = new SAXReader();
+  private final Queue<String> queue = new PriorityBlockingQueue<>();
+  private final SAXReader reader = new SAXReader();
 
-    private final String baseUrl;
-    private final String set;
-    private final String mdFormat;
-    private final String fromDate;
-    private final String untilDate;
-    private String token;
-    private boolean started;
-    private final HttpConnector httpConnector;
+  private final String baseUrl;
+  private final String set;
+  private final String mdFormat;
+  private final String fromDate;
+  private final String untilDate;
+  private String token;
+  private boolean started;
+  private final HttpConnector httpConnector;
 
-    public OaiIterator(
-            final String baseUrl,
-            final String mdFormat,
-            final String set,
-            final String fromDate,
-            final String untilDate,
-            final HttpConnector httpConnector) {
-        this.baseUrl = baseUrl;
-        this.mdFormat = mdFormat;
-        this.set = set;
-        this.fromDate = fromDate;
-        this.untilDate = untilDate;
-        this.started = false;
-        this.httpConnector = httpConnector;
+  public OaiIterator(
+      final String baseUrl,
+      final String mdFormat,
+      final String set,
+      final String fromDate,
+      final String untilDate,
+      final HttpConnector httpConnector) {
+    this.baseUrl = baseUrl;
+    this.mdFormat = mdFormat;
+    this.set = set;
+    this.fromDate = fromDate;
+    this.untilDate = untilDate;
+    this.started = false;
+    this.httpConnector = httpConnector;
+  }
+
+  private void verifyStarted() {
+    if (!this.started) {
+      this.started = true;
+      try {
+        this.token = firstPage();
+      } catch (final DnetCollectorException e) {
+        throw new RuntimeException(e);
+      }
     }
+  }
 
-    private void verifyStarted() {
-        if (!this.started) {
-            this.started = true;
-            try {
-                this.token = firstPage();
-            } catch (final DnetCollectorException e) {
-                throw new RuntimeException(e);
-            }
-        }
+  @Override
+  public boolean hasNext() {
+    synchronized (queue) {
+      verifyStarted();
+      return !queue.isEmpty();
     }
+  }
 
-    @Override
-    public boolean hasNext() {
-        synchronized (queue) {
-            verifyStarted();
-            return !queue.isEmpty();
-        }
-    }
-
-    @Override
-    public String next() {
-        synchronized (queue) {
-            verifyStarted();
-            final String res = queue.poll();
-            while (queue.isEmpty() && token != null && !token.isEmpty()) {
-                try {
-                    token = otherPages(token);
-                } catch (final DnetCollectorException e) {
-                    throw new RuntimeException(e);
-                }
-            }
-            return res;
-        }
-    }
-
-    @Override
-    public void remove() {}
-
-    private String firstPage() throws DnetCollectorException {
+  @Override
+  public String next() {
+    synchronized (queue) {
+      verifyStarted();
+      final String res = queue.poll();
+      while (queue.isEmpty() && token != null && !token.isEmpty()) {
         try {
-            String url =
-                    baseUrl
-                            + "?verb=ListRecords&metadataPrefix="
-                            + URLEncoder.encode(mdFormat, "UTF-8");
-            if (set != null && !set.isEmpty()) {
-                url += "&set=" + URLEncoder.encode(set, "UTF-8");
-            }
-            if (fromDate != null && fromDate.matches("\\d{4}-\\d{2}-\\d{2}")) {
-                url += "&from=" + URLEncoder.encode(fromDate, "UTF-8");
-            }
-            if (untilDate != null && untilDate.matches("\\d{4}-\\d{2}-\\d{2}")) {
-                url += "&until=" + URLEncoder.encode(untilDate, "UTF-8");
-            }
-            log.info("Start harvesting using url: " + url);
-
-            return downloadPage(url);
-        } catch (final UnsupportedEncodingException e) {
-            throw new DnetCollectorException(e);
+          token = otherPages(token);
+        } catch (final DnetCollectorException e) {
+          throw new RuntimeException(e);
         }
+      }
+      return res;
+    }
+  }
+
+  @Override
+  public void remove() {}
+
+  private String firstPage() throws DnetCollectorException {
+    try {
+      String url =
+          baseUrl + "?verb=ListRecords&metadataPrefix=" + URLEncoder.encode(mdFormat, "UTF-8");
+      if (set != null && !set.isEmpty()) {
+        url += "&set=" + URLEncoder.encode(set, "UTF-8");
+      }
+      if (fromDate != null && fromDate.matches("\\d{4}-\\d{2}-\\d{2}")) {
+        url += "&from=" + URLEncoder.encode(fromDate, "UTF-8");
+      }
+      if (untilDate != null && untilDate.matches("\\d{4}-\\d{2}-\\d{2}")) {
+        url += "&until=" + URLEncoder.encode(untilDate, "UTF-8");
+      }
+      log.info("Start harvesting using url: " + url);
+
+      return downloadPage(url);
+    } catch (final UnsupportedEncodingException e) {
+      throw new DnetCollectorException(e);
+    }
+  }
+
+  private String extractResumptionToken(final String xml) {
+
+    final String s = StringUtils.substringAfter(xml, "<resumptionToken");
+    if (s == null) {
+      return null;
     }
 
-    private String extractResumptionToken(final String xml) {
+    final String result = StringUtils.substringBetween(s, ">", "</");
+    if (result == null) {
+      return null;
+    }
+    return result.trim();
+  }
 
-        final String s = StringUtils.substringAfter(xml, "<resumptionToken");
-        if (s == null) {
-            return null;
-        }
+  private String otherPages(final String resumptionToken) throws DnetCollectorException {
+    try {
+      return downloadPage(
+          baseUrl
+              + "?verb=ListRecords&resumptionToken="
+              + URLEncoder.encode(resumptionToken, "UTF-8"));
+    } catch (final UnsupportedEncodingException e) {
+      throw new DnetCollectorException(e);
+    }
+  }
 
-        final String result = StringUtils.substringBetween(s, ">", "</");
-        if (result == null) {
-            return null;
+  private String downloadPage(final String url) throws DnetCollectorException {
+
+    final String xml = httpConnector.getInputSource(url);
+    Document doc;
+    try {
+      doc = reader.read(new StringReader(xml));
+    } catch (final DocumentException e) {
+      log.warn("Error parsing xml, I try to clean it: " + xml, e);
+      final String cleaned = XmlCleaner.cleanAllEntities(xml);
+      try {
+        doc = reader.read(new StringReader(cleaned));
+      } catch (final DocumentException e1) {
+        final String resumptionToken = extractResumptionToken(xml);
+        if (resumptionToken == null) {
+          throw new DnetCollectorException("Error parsing cleaned document:" + cleaned, e1);
         }
-        return result.trim();
+        return resumptionToken;
+      }
     }
 
-    private String otherPages(final String resumptionToken) throws DnetCollectorException {
-        try {
-            return downloadPage(
-                    baseUrl
-                            + "?verb=ListRecords&resumptionToken="
-                            + URLEncoder.encode(resumptionToken, "UTF-8"));
-        } catch (final UnsupportedEncodingException e) {
-            throw new DnetCollectorException(e);
-        }
+    final Node errorNode =
+        doc.selectSingleNode("/*[local-name()='OAI-PMH']/*[local-name()='error']");
+    if (errorNode != null) {
+      final String code = errorNode.valueOf("@code");
+      if ("noRecordsMatch".equalsIgnoreCase(code.trim())) {
+        log.warn("noRecordsMatch for oai call: " + url);
+        return null;
+      } else {
+        throw new DnetCollectorException(code + " - " + errorNode.getText());
+      }
     }
 
-    private String downloadPage(final String url) throws DnetCollectorException {
-
-        final String xml = httpConnector.getInputSource(url);
-        Document doc;
-        try {
-            doc = reader.read(new StringReader(xml));
-        } catch (final DocumentException e) {
-            log.warn("Error parsing xml, I try to clean it: " + xml, e);
-            final String cleaned = XmlCleaner.cleanAllEntities(xml);
-            try {
-                doc = reader.read(new StringReader(cleaned));
-            } catch (final DocumentException e1) {
-                final String resumptionToken = extractResumptionToken(xml);
-                if (resumptionToken == null) {
-                    throw new DnetCollectorException(
-                            "Error parsing cleaned document:" + cleaned, e1);
-                }
-                return resumptionToken;
-            }
-        }
-
-        final Node errorNode =
-                doc.selectSingleNode("/*[local-name()='OAI-PMH']/*[local-name()='error']");
-        if (errorNode != null) {
-            final String code = errorNode.valueOf("@code");
-            if ("noRecordsMatch".equalsIgnoreCase(code.trim())) {
-                log.warn("noRecordsMatch for oai call: " + url);
-                return null;
-            } else {
-                throw new DnetCollectorException(code + " - " + errorNode.getText());
-            }
-        }
-
-        for (final Object o :
-                doc.selectNodes("//*[local-name()='ListRecords']/*[local-name()='record']")) {
-            queue.add(((Node) o).asXML());
-        }
-
-        return doc.valueOf("//*[local-name()='resumptionToken']");
+    for (final Object o :
+        doc.selectNodes("//*[local-name()='ListRecords']/*[local-name()='record']")) {
+      queue.add(((Node) o).asXML());
     }
+
+    return doc.valueOf("//*[local-name()='resumptionToken']");
+  }
 }
diff --git a/dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/collection/plugin/oai/OaiIteratorFactory.java b/dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/collection/plugin/oai/OaiIteratorFactory.java
index d3801a4be0..7272a888a9 100644
--- a/dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/collection/plugin/oai/OaiIteratorFactory.java
+++ b/dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/collection/plugin/oai/OaiIteratorFactory.java
@@ -5,19 +5,19 @@ import java.util.Iterator;
 
 public class OaiIteratorFactory {
 
-    private HttpConnector httpConnector;
+  private HttpConnector httpConnector;
 
-    public Iterator<String> newIterator(
-            final String baseUrl,
-            final String mdFormat,
-            final String set,
-            final String fromDate,
-            final String untilDate) {
-        return new OaiIterator(baseUrl, mdFormat, set, fromDate, untilDate, getHttpConnector());
-    }
+  public Iterator<String> newIterator(
+      final String baseUrl,
+      final String mdFormat,
+      final String set,
+      final String fromDate,
+      final String untilDate) {
+    return new OaiIterator(baseUrl, mdFormat, set, fromDate, untilDate, getHttpConnector());
+  }
 
-    private HttpConnector getHttpConnector() {
-        if (httpConnector == null) httpConnector = new HttpConnector();
-        return httpConnector;
-    }
+  private HttpConnector getHttpConnector() {
+    if (httpConnector == null) httpConnector = new HttpConnector();
+    return httpConnector;
+  }
 }
diff --git a/dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/collection/worker/DnetCollectorException.java b/dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/collection/worker/DnetCollectorException.java
index 2b9921922f..320f735b35 100644
--- a/dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/collection/worker/DnetCollectorException.java
+++ b/dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/collection/worker/DnetCollectorException.java
@@ -2,30 +2,30 @@ package eu.dnetlib.dhp.collection.worker;
 
 public class DnetCollectorException extends Exception {
 
-    /** */
-    private static final long serialVersionUID = -290723075076039757L;
+  /** */
+  private static final long serialVersionUID = -290723075076039757L;
 
-    public DnetCollectorException() {
-        super();
-    }
+  public DnetCollectorException() {
+    super();
+  }
 
-    public DnetCollectorException(
-            final String message,
-            final Throwable cause,
-            final boolean enableSuppression,
-            final boolean writableStackTrace) {
-        super(message, cause, enableSuppression, writableStackTrace);
-    }
+  public DnetCollectorException(
+      final String message,
+      final Throwable cause,
+      final boolean enableSuppression,
+      final boolean writableStackTrace) {
+    super(message, cause, enableSuppression, writableStackTrace);
+  }
 
-    public DnetCollectorException(final String message, final Throwable cause) {
-        super(message, cause);
-    }
+  public DnetCollectorException(final String message, final Throwable cause) {
+    super(message, cause);
+  }
 
-    public DnetCollectorException(final String message) {
-        super(message);
-    }
+  public DnetCollectorException(final String message) {
+    super(message);
+  }
 
-    public DnetCollectorException(final Throwable cause) {
-        super(cause);
-    }
+  public DnetCollectorException(final Throwable cause) {
+    super(cause);
+  }
 }
diff --git a/dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/collection/worker/DnetCollectorWorker.java b/dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/collection/worker/DnetCollectorWorker.java
index 5a08525017..d76ec8e378 100644
--- a/dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/collection/worker/DnetCollectorWorker.java
+++ b/dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/collection/worker/DnetCollectorWorker.java
@@ -24,117 +24,109 @@ import org.slf4j.LoggerFactory;
 
 public class DnetCollectorWorker {
 
-    private static final Logger log = LoggerFactory.getLogger(DnetCollectorWorker.class);
+  private static final Logger log = LoggerFactory.getLogger(DnetCollectorWorker.class);
 
-    private final CollectorPluginFactory collectorPluginFactory;
+  private final CollectorPluginFactory collectorPluginFactory;
 
-    private final ArgumentApplicationParser argumentParser;
+  private final ArgumentApplicationParser argumentParser;
 
-    private final MessageManager manager;
+  private final MessageManager manager;
 
-    public DnetCollectorWorker(
-            final CollectorPluginFactory collectorPluginFactory,
-            final ArgumentApplicationParser argumentParser,
-            final MessageManager manager)
-            throws DnetCollectorException {
-        this.collectorPluginFactory = collectorPluginFactory;
-        this.argumentParser = argumentParser;
-        this.manager = manager;
-    }
-
-    public void collect() throws DnetCollectorException {
-        try {
-            final ObjectMapper jsonMapper = new ObjectMapper();
-            final ApiDescriptor api =
-                    jsonMapper.readValue(argumentParser.get("apidescriptor"), ApiDescriptor.class);
-
-            final CollectorPlugin plugin =
-                    collectorPluginFactory.getPluginByProtocol(api.getProtocol());
-
-            final String hdfsuri = argumentParser.get("namenode");
-
-            // ====== Init HDFS File System Object
-            Configuration conf = new Configuration();
-            // Set FileSystem URI
-            conf.set("fs.defaultFS", hdfsuri);
-            // Because of Maven
-            conf.set("fs.hdfs.impl", org.apache.hadoop.hdfs.DistributedFileSystem.class.getName());
-            conf.set("fs.file.impl", org.apache.hadoop.fs.LocalFileSystem.class.getName());
-
-            System.setProperty("HADOOP_USER_NAME", argumentParser.get("userHDFS"));
-            System.setProperty("hadoop.home.dir", "/");
-            // Get the filesystem - HDFS
-            FileSystem.get(URI.create(hdfsuri), conf);
-            Path hdfswritepath = new Path(argumentParser.get("hdfsPath"));
-
-            log.info("Created path " + hdfswritepath.toString());
-
-            final Map<String, String> ongoingMap = new HashMap<>();
-            final Map<String, String> reportMap = new HashMap<>();
-            final AtomicInteger counter = new AtomicInteger(0);
-            try (SequenceFile.Writer writer =
-                    SequenceFile.createWriter(
-                            conf,
-                            SequenceFile.Writer.file(hdfswritepath),
-                            SequenceFile.Writer.keyClass(IntWritable.class),
-                            SequenceFile.Writer.valueClass(Text.class))) {
-                final IntWritable key = new IntWritable(counter.get());
-                final Text value = new Text();
-                plugin.collect(api)
-                        .forEach(
-                                content -> {
-                                    key.set(counter.getAndIncrement());
-                                    value.set(content);
-                                    if (counter.get() % 10 == 0) {
-                                        try {
-                                            ongoingMap.put("ongoing", "" + counter.get());
-                                            log.debug(
-                                                    "Sending message: "
-                                                            + manager.sendMessage(
-                                                                    new Message(
-                                                                            argumentParser.get(
-                                                                                    "workflowId"),
-                                                                            "Collection",
-                                                                            MessageType.ONGOING,
-                                                                            ongoingMap),
-                                                                    argumentParser.get(
-                                                                            "rabbitOngoingQueue"),
-                                                                    true,
-                                                                    false));
-                                        } catch (Exception e) {
-                                            log.error("Error on sending message ", e);
-                                        }
-                                    }
-                                    try {
-                                        writer.append(key, value);
-                                    } catch (IOException e) {
-                                        throw new RuntimeException(e);
-                                    }
-                                });
-            }
-            ongoingMap.put("ongoing", "" + counter.get());
-            manager.sendMessage(
-                    new Message(
-                            argumentParser.get("workflowId"),
-                            "Collection",
-                            MessageType.ONGOING,
-                            ongoingMap),
-                    argumentParser.get("rabbitOngoingQueue"),
-                    true,
-                    false);
-            reportMap.put("collected", "" + counter.get());
-            manager.sendMessage(
-                    new Message(
-                            argumentParser.get("workflowId"),
-                            "Collection",
-                            MessageType.REPORT,
-                            reportMap),
-                    argumentParser.get("rabbitOngoingQueue"),
-                    true,
-                    false);
-            manager.close();
-        } catch (Throwable e) {
-            throw new DnetCollectorException("Error on collecting ", e);
-        }
+  public DnetCollectorWorker(
+      final CollectorPluginFactory collectorPluginFactory,
+      final ArgumentApplicationParser argumentParser,
+      final MessageManager manager)
+      throws DnetCollectorException {
+    this.collectorPluginFactory = collectorPluginFactory;
+    this.argumentParser = argumentParser;
+    this.manager = manager;
+  }
+
+  public void collect() throws DnetCollectorException {
+    try {
+      final ObjectMapper jsonMapper = new ObjectMapper();
+      final ApiDescriptor api =
+          jsonMapper.readValue(argumentParser.get("apidescriptor"), ApiDescriptor.class);
+
+      final CollectorPlugin plugin = collectorPluginFactory.getPluginByProtocol(api.getProtocol());
+
+      final String hdfsuri = argumentParser.get("namenode");
+
+      // ====== Init HDFS File System Object
+      Configuration conf = new Configuration();
+      // Set FileSystem URI
+      conf.set("fs.defaultFS", hdfsuri);
+      // Because of Maven
+      conf.set("fs.hdfs.impl", org.apache.hadoop.hdfs.DistributedFileSystem.class.getName());
+      conf.set("fs.file.impl", org.apache.hadoop.fs.LocalFileSystem.class.getName());
+
+      System.setProperty("HADOOP_USER_NAME", argumentParser.get("userHDFS"));
+      System.setProperty("hadoop.home.dir", "/");
+      // Get the filesystem - HDFS
+      FileSystem.get(URI.create(hdfsuri), conf);
+      Path hdfswritepath = new Path(argumentParser.get("hdfsPath"));
+
+      log.info("Created path " + hdfswritepath.toString());
+
+      final Map<String, String> ongoingMap = new HashMap<>();
+      final Map<String, String> reportMap = new HashMap<>();
+      final AtomicInteger counter = new AtomicInteger(0);
+      try (SequenceFile.Writer writer =
+          SequenceFile.createWriter(
+              conf,
+              SequenceFile.Writer.file(hdfswritepath),
+              SequenceFile.Writer.keyClass(IntWritable.class),
+              SequenceFile.Writer.valueClass(Text.class))) {
+        final IntWritable key = new IntWritable(counter.get());
+        final Text value = new Text();
+        plugin
+            .collect(api)
+            .forEach(
+                content -> {
+                  key.set(counter.getAndIncrement());
+                  value.set(content);
+                  if (counter.get() % 10 == 0) {
+                    try {
+                      ongoingMap.put("ongoing", "" + counter.get());
+                      log.debug(
+                          "Sending message: "
+                              + manager.sendMessage(
+                                  new Message(
+                                      argumentParser.get("workflowId"),
+                                      "Collection",
+                                      MessageType.ONGOING,
+                                      ongoingMap),
+                                  argumentParser.get("rabbitOngoingQueue"),
+                                  true,
+                                  false));
+                    } catch (Exception e) {
+                      log.error("Error on sending message ", e);
+                    }
+                  }
+                  try {
+                    writer.append(key, value);
+                  } catch (IOException e) {
+                    throw new RuntimeException(e);
+                  }
+                });
+      }
+      ongoingMap.put("ongoing", "" + counter.get());
+      manager.sendMessage(
+          new Message(
+              argumentParser.get("workflowId"), "Collection", MessageType.ONGOING, ongoingMap),
+          argumentParser.get("rabbitOngoingQueue"),
+          true,
+          false);
+      reportMap.put("collected", "" + counter.get());
+      manager.sendMessage(
+          new Message(
+              argumentParser.get("workflowId"), "Collection", MessageType.REPORT, reportMap),
+          argumentParser.get("rabbitOngoingQueue"),
+          true,
+          false);
+      manager.close();
+    } catch (Throwable e) {
+      throw new DnetCollectorException("Error on collecting ", e);
     }
+  }
 }
diff --git a/dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/collection/worker/DnetCollectorWorkerApplication.java b/dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/collection/worker/DnetCollectorWorkerApplication.java
index 9c19383bb3..7ff61d6774 100644
--- a/dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/collection/worker/DnetCollectorWorkerApplication.java
+++ b/dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/collection/worker/DnetCollectorWorkerApplication.java
@@ -16,33 +16,33 @@ import org.slf4j.LoggerFactory;
  */
 public class DnetCollectorWorkerApplication {
 
-    private static final Logger log = LoggerFactory.getLogger(DnetCollectorWorkerApplication.class);
+  private static final Logger log = LoggerFactory.getLogger(DnetCollectorWorkerApplication.class);
 
-    private static CollectorPluginFactory collectorPluginFactory = new CollectorPluginFactory();
+  private static CollectorPluginFactory collectorPluginFactory = new CollectorPluginFactory();
 
-    private static ArgumentApplicationParser argumentParser;
+  private static ArgumentApplicationParser argumentParser;
 
-    /** @param args */
-    public static void main(final String[] args) throws Exception {
+  /** @param args */
+  public static void main(final String[] args) throws Exception {
 
-        argumentParser =
-                new ArgumentApplicationParser(
-                        IOUtils.toString(
-                                DnetCollectorWorker.class.getResourceAsStream(
-                                        "/eu/dnetlib/collector/worker/collector_parameter.json")));
-        argumentParser.parseArgument(args);
-        log.info("hdfsPath =" + argumentParser.get("hdfsPath"));
-        log.info("json = " + argumentParser.get("apidescriptor"));
-        final MessageManager manager =
-                new MessageManager(
-                        argumentParser.get("rabbitHost"),
-                        argumentParser.get("rabbitUser"),
-                        argumentParser.get("rabbitPassword"),
-                        false,
-                        false,
-                        null);
-        final DnetCollectorWorker worker =
-                new DnetCollectorWorker(collectorPluginFactory, argumentParser, manager);
-        worker.collect();
-    }
+    argumentParser =
+        new ArgumentApplicationParser(
+            IOUtils.toString(
+                DnetCollectorWorker.class.getResourceAsStream(
+                    "/eu/dnetlib/collector/worker/collector_parameter.json")));
+    argumentParser.parseArgument(args);
+    log.info("hdfsPath =" + argumentParser.get("hdfsPath"));
+    log.info("json = " + argumentParser.get("apidescriptor"));
+    final MessageManager manager =
+        new MessageManager(
+            argumentParser.get("rabbitHost"),
+            argumentParser.get("rabbitUser"),
+            argumentParser.get("rabbitPassword"),
+            false,
+            false,
+            null);
+    final DnetCollectorWorker worker =
+        new DnetCollectorWorker(collectorPluginFactory, argumentParser, manager);
+    worker.collect();
+  }
 }
diff --git a/dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/collection/worker/utils/CollectorPluginErrorLogList.java b/dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/collection/worker/utils/CollectorPluginErrorLogList.java
index 27d8fa5fb5..27d9827969 100644
--- a/dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/collection/worker/utils/CollectorPluginErrorLogList.java
+++ b/dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/collection/worker/utils/CollectorPluginErrorLogList.java
@@ -4,15 +4,15 @@ import java.util.LinkedList;
 
 public class CollectorPluginErrorLogList extends LinkedList<String> {
 
-    private static final long serialVersionUID = -6925786561303289704L;
+  private static final long serialVersionUID = -6925786561303289704L;
 
-    @Override
-    public String toString() {
-        String log = new String();
-        int index = 0;
-        for (final String errorMessage : this) {
-            log += String.format("Retry #%s: %s / ", index++, errorMessage);
-        }
-        return log;
+  @Override
+  public String toString() {
+    String log = new String();
+    int index = 0;
+    for (final String errorMessage : this) {
+      log += String.format("Retry #%s: %s / ", index++, errorMessage);
     }
+    return log;
+  }
 }
diff --git a/dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/collection/worker/utils/CollectorPluginFactory.java b/dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/collection/worker/utils/CollectorPluginFactory.java
index 2dd0f1a6f5..8572001191 100644
--- a/dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/collection/worker/utils/CollectorPluginFactory.java
+++ b/dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/collection/worker/utils/CollectorPluginFactory.java
@@ -6,14 +6,13 @@ import eu.dnetlib.dhp.collection.worker.DnetCollectorException;
 
 public class CollectorPluginFactory {
 
-    public CollectorPlugin getPluginByProtocol(final String protocol)
-            throws DnetCollectorException {
-        if (protocol == null) throw new DnetCollectorException("protocol cannot be null");
-        switch (protocol.toLowerCase().trim()) {
-            case "oai":
-                return new OaiCollectorPlugin();
-            default:
-                throw new DnetCollectorException("UNknown protocol");
-        }
+  public CollectorPlugin getPluginByProtocol(final String protocol) throws DnetCollectorException {
+    if (protocol == null) throw new DnetCollectorException("protocol cannot be null");
+    switch (protocol.toLowerCase().trim()) {
+      case "oai":
+        return new OaiCollectorPlugin();
+      default:
+        throw new DnetCollectorException("UNknown protocol");
     }
+  }
 }
diff --git a/dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/collection/worker/utils/HttpConnector.java b/dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/collection/worker/utils/HttpConnector.java
index 816ebbd806..36b08008ab 100644
--- a/dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/collection/worker/utils/HttpConnector.java
+++ b/dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/collection/worker/utils/HttpConnector.java
@@ -19,232 +19,215 @@ import org.apache.commons.logging.LogFactory;
 
 public class HttpConnector {
 
-    private static final Log log = LogFactory.getLog(HttpConnector.class);
+  private static final Log log = LogFactory.getLog(HttpConnector.class);
 
-    private int maxNumberOfRetry = 6;
-    private int defaultDelay = 120; // seconds
-    private int readTimeOut = 120; // seconds
+  private int maxNumberOfRetry = 6;
+  private int defaultDelay = 120; // seconds
+  private int readTimeOut = 120; // seconds
 
-    private String responseType = null;
+  private String responseType = null;
 
-    private final String userAgent = "Mozilla/5.0 (compatible; OAI; +http://www.openaire.eu)";
+  private final String userAgent = "Mozilla/5.0 (compatible; OAI; +http://www.openaire.eu)";
 
-    public HttpConnector() {
-        CookieHandler.setDefault(new CookieManager(null, CookiePolicy.ACCEPT_ALL));
+  public HttpConnector() {
+    CookieHandler.setDefault(new CookieManager(null, CookiePolicy.ACCEPT_ALL));
+  }
+
+  /**
+   * Given the URL returns the content via HTTP GET
+   *
+   * @param requestUrl the URL
+   * @return the content of the downloaded resource
+   * @throws DnetCollectorException when retrying more than maxNumberOfRetry times
+   */
+  public String getInputSource(final String requestUrl) throws DnetCollectorException {
+    return attemptDownlaodAsString(requestUrl, 1, new CollectorPluginErrorLogList());
+  }
+
+  /**
+   * Given the URL returns the content as a stream via HTTP GET
+   *
+   * @param requestUrl the URL
+   * @return the content of the downloaded resource as InputStream
+   * @throws DnetCollectorException when retrying more than maxNumberOfRetry times
+   */
+  public InputStream getInputSourceAsStream(final String requestUrl) throws DnetCollectorException {
+    return attemptDownload(requestUrl, 1, new CollectorPluginErrorLogList());
+  }
+
+  private String attemptDownlaodAsString(
+      final String requestUrl, final int retryNumber, final CollectorPluginErrorLogList errorList)
+      throws DnetCollectorException {
+    try {
+      final InputStream s = attemptDownload(requestUrl, 1, new CollectorPluginErrorLogList());
+      try {
+        return IOUtils.toString(s);
+      } catch (final IOException e) {
+        log.error("error while retrieving from http-connection occured: " + requestUrl, e);
+        Thread.sleep(defaultDelay * 1000);
+        errorList.add(e.getMessage());
+        return attemptDownlaodAsString(requestUrl, retryNumber + 1, errorList);
+      } finally {
+        IOUtils.closeQuietly(s);
+      }
+    } catch (final InterruptedException e) {
+      throw new DnetCollectorException(e);
+    }
+  }
+
+  private InputStream attemptDownload(
+      final String requestUrl, final int retryNumber, final CollectorPluginErrorLogList errorList)
+      throws DnetCollectorException {
+
+    if (retryNumber > maxNumberOfRetry) {
+      throw new DnetCollectorException("Max number of retries exceeded. Cause: \n " + errorList);
     }
 
-    /**
-     * Given the URL returns the content via HTTP GET
-     *
-     * @param requestUrl the URL
-     * @return the content of the downloaded resource
-     * @throws DnetCollectorException when retrying more than maxNumberOfRetry times
-     */
-    public String getInputSource(final String requestUrl) throws DnetCollectorException {
-        return attemptDownlaodAsString(requestUrl, 1, new CollectorPluginErrorLogList());
-    }
+    log.debug("Downloading " + requestUrl + " - try: " + retryNumber);
+    try {
+      InputStream input = null;
 
-    /**
-     * Given the URL returns the content as a stream via HTTP GET
-     *
-     * @param requestUrl the URL
-     * @return the content of the downloaded resource as InputStream
-     * @throws DnetCollectorException when retrying more than maxNumberOfRetry times
-     */
-    public InputStream getInputSourceAsStream(final String requestUrl)
-            throws DnetCollectorException {
-        return attemptDownload(requestUrl, 1, new CollectorPluginErrorLogList());
-    }
+      try {
+        final HttpURLConnection urlConn = (HttpURLConnection) new URL(requestUrl).openConnection();
+        urlConn.setInstanceFollowRedirects(false);
+        urlConn.setReadTimeout(readTimeOut * 1000);
+        urlConn.addRequestProperty("User-Agent", userAgent);
 
-    private String attemptDownlaodAsString(
-            final String requestUrl,
-            final int retryNumber,
-            final CollectorPluginErrorLogList errorList)
-            throws DnetCollectorException {
-        try {
-            final InputStream s = attemptDownload(requestUrl, 1, new CollectorPluginErrorLogList());
-            try {
-                return IOUtils.toString(s);
-            } catch (final IOException e) {
-                log.error("error while retrieving from http-connection occured: " + requestUrl, e);
-                Thread.sleep(defaultDelay * 1000);
-                errorList.add(e.getMessage());
-                return attemptDownlaodAsString(requestUrl, retryNumber + 1, errorList);
-            } finally {
-                IOUtils.closeQuietly(s);
-            }
-        } catch (final InterruptedException e) {
-            throw new DnetCollectorException(e);
-        }
-    }
-
-    private InputStream attemptDownload(
-            final String requestUrl,
-            final int retryNumber,
-            final CollectorPluginErrorLogList errorList)
-            throws DnetCollectorException {
-
-        if (retryNumber > maxNumberOfRetry) {
-            throw new DnetCollectorException(
-                    "Max number of retries exceeded. Cause: \n " + errorList);
+        if (log.isDebugEnabled()) {
+          logHeaderFields(urlConn);
         }
 
-        log.debug("Downloading " + requestUrl + " - try: " + retryNumber);
-        try {
-            InputStream input = null;
-
-            try {
-                final HttpURLConnection urlConn =
-                        (HttpURLConnection) new URL(requestUrl).openConnection();
-                urlConn.setInstanceFollowRedirects(false);
-                urlConn.setReadTimeout(readTimeOut * 1000);
-                urlConn.addRequestProperty("User-Agent", userAgent);
-
-                if (log.isDebugEnabled()) {
-                    logHeaderFields(urlConn);
-                }
-
-                final int retryAfter = obtainRetryAfter(urlConn.getHeaderFields());
-                if (retryAfter > 0
-                        && urlConn.getResponseCode() == HttpURLConnection.HTTP_UNAVAILABLE) {
-                    log.warn("waiting and repeating request after " + retryAfter + " sec.");
-                    Thread.sleep(retryAfter * 1000);
-                    errorList.add("503 Service Unavailable");
-                    urlConn.disconnect();
-                    return attemptDownload(requestUrl, retryNumber + 1, errorList);
-                } else if (urlConn.getResponseCode() == HttpURLConnection.HTTP_MOVED_PERM
-                        || urlConn.getResponseCode() == HttpURLConnection.HTTP_MOVED_TEMP) {
-                    final String newUrl = obtainNewLocation(urlConn.getHeaderFields());
-                    log.debug("The requested url has been moved to " + newUrl);
-                    errorList.add(
-                            String.format(
-                                    "%s %s. Moved to: %s",
-                                    urlConn.getResponseCode(),
-                                    urlConn.getResponseMessage(),
-                                    newUrl));
-                    urlConn.disconnect();
-                    return attemptDownload(newUrl, retryNumber + 1, errorList);
-                } else if (urlConn.getResponseCode() != HttpURLConnection.HTTP_OK) {
-                    log.error(
-                            String.format(
-                                    "HTTP error: %s %s",
-                                    urlConn.getResponseCode(), urlConn.getResponseMessage()));
-                    Thread.sleep(defaultDelay * 1000);
-                    errorList.add(
-                            String.format(
-                                    "%s %s",
-                                    urlConn.getResponseCode(), urlConn.getResponseMessage()));
-                    urlConn.disconnect();
-                    return attemptDownload(requestUrl, retryNumber + 1, errorList);
-                } else {
-                    input = urlConn.getInputStream();
-                    responseType = urlConn.getContentType();
-                    return input;
-                }
-            } catch (final IOException e) {
-                log.error("error while retrieving from http-connection occured: " + requestUrl, e);
-                Thread.sleep(defaultDelay * 1000);
-                errorList.add(e.getMessage());
-                return attemptDownload(requestUrl, retryNumber + 1, errorList);
-            }
-        } catch (final InterruptedException e) {
-            throw new DnetCollectorException(e);
+        final int retryAfter = obtainRetryAfter(urlConn.getHeaderFields());
+        if (retryAfter > 0 && urlConn.getResponseCode() == HttpURLConnection.HTTP_UNAVAILABLE) {
+          log.warn("waiting and repeating request after " + retryAfter + " sec.");
+          Thread.sleep(retryAfter * 1000);
+          errorList.add("503 Service Unavailable");
+          urlConn.disconnect();
+          return attemptDownload(requestUrl, retryNumber + 1, errorList);
+        } else if (urlConn.getResponseCode() == HttpURLConnection.HTTP_MOVED_PERM
+            || urlConn.getResponseCode() == HttpURLConnection.HTTP_MOVED_TEMP) {
+          final String newUrl = obtainNewLocation(urlConn.getHeaderFields());
+          log.debug("The requested url has been moved to " + newUrl);
+          errorList.add(
+              String.format(
+                  "%s %s. Moved to: %s",
+                  urlConn.getResponseCode(), urlConn.getResponseMessage(), newUrl));
+          urlConn.disconnect();
+          return attemptDownload(newUrl, retryNumber + 1, errorList);
+        } else if (urlConn.getResponseCode() != HttpURLConnection.HTTP_OK) {
+          log.error(
+              String.format(
+                  "HTTP error: %s %s", urlConn.getResponseCode(), urlConn.getResponseMessage()));
+          Thread.sleep(defaultDelay * 1000);
+          errorList.add(
+              String.format("%s %s", urlConn.getResponseCode(), urlConn.getResponseMessage()));
+          urlConn.disconnect();
+          return attemptDownload(requestUrl, retryNumber + 1, errorList);
+        } else {
+          input = urlConn.getInputStream();
+          responseType = urlConn.getContentType();
+          return input;
         }
+      } catch (final IOException e) {
+        log.error("error while retrieving from http-connection occured: " + requestUrl, e);
+        Thread.sleep(defaultDelay * 1000);
+        errorList.add(e.getMessage());
+        return attemptDownload(requestUrl, retryNumber + 1, errorList);
+      }
+    } catch (final InterruptedException e) {
+      throw new DnetCollectorException(e);
     }
+  }
 
-    private void logHeaderFields(final HttpURLConnection urlConn) throws IOException {
-        log.debug("StatusCode: " + urlConn.getResponseMessage());
+  private void logHeaderFields(final HttpURLConnection urlConn) throws IOException {
+    log.debug("StatusCode: " + urlConn.getResponseMessage());
 
-        for (final Map.Entry<String, List<String>> e : urlConn.getHeaderFields().entrySet()) {
-            if (e.getKey() != null) {
-                for (final String v : e.getValue()) {
-                    log.debug("  key: " + e.getKey() + " - value: " + v);
-                }
-            }
+    for (final Map.Entry<String, List<String>> e : urlConn.getHeaderFields().entrySet()) {
+      if (e.getKey() != null) {
+        for (final String v : e.getValue()) {
+          log.debug("  key: " + e.getKey() + " - value: " + v);
         }
+      }
     }
+  }
 
-    private int obtainRetryAfter(final Map<String, List<String>> headerMap) {
-        for (final String key : headerMap.keySet()) {
-            if (key != null
-                    && key.toLowerCase().equals("retry-after")
-                    && headerMap.get(key).size() > 0
-                    && NumberUtils.isNumber(headerMap.get(key).get(0))) {
-                return Integer.parseInt(headerMap.get(key).get(0)) + 10;
-            }
-        }
-        return -1;
+  private int obtainRetryAfter(final Map<String, List<String>> headerMap) {
+    for (final String key : headerMap.keySet()) {
+      if (key != null
+          && key.toLowerCase().equals("retry-after")
+          && headerMap.get(key).size() > 0
+          && NumberUtils.isNumber(headerMap.get(key).get(0))) {
+        return Integer.parseInt(headerMap.get(key).get(0)) + 10;
+      }
     }
+    return -1;
+  }
 
-    private String obtainNewLocation(final Map<String, List<String>> headerMap)
-            throws DnetCollectorException {
-        for (final String key : headerMap.keySet()) {
-            if (key != null
-                    && key.toLowerCase().equals("location")
-                    && headerMap.get(key).size() > 0) {
-                return headerMap.get(key).get(0);
-            }
-        }
-        throw new DnetCollectorException(
-                "The requested url has been MOVED, but 'location' param is MISSING");
+  private String obtainNewLocation(final Map<String, List<String>> headerMap)
+      throws DnetCollectorException {
+    for (final String key : headerMap.keySet()) {
+      if (key != null && key.toLowerCase().equals("location") && headerMap.get(key).size() > 0) {
+        return headerMap.get(key).get(0);
+      }
     }
+    throw new DnetCollectorException(
+        "The requested url has been MOVED, but 'location' param is MISSING");
+  }
 
-    /**
-     * register for https scheme; this is a workaround and not intended for the use in trusted
-     * environments
-     */
-    public void initTrustManager() {
-        final X509TrustManager tm =
-                new X509TrustManager() {
+  /**
+   * register for https scheme; this is a workaround and not intended for the use in trusted
+   * environments
+   */
+  public void initTrustManager() {
+    final X509TrustManager tm =
+        new X509TrustManager() {
 
-                    @Override
-                    public void checkClientTrusted(
-                            final X509Certificate[] xcs, final String string) {}
+          @Override
+          public void checkClientTrusted(final X509Certificate[] xcs, final String string) {}
 
-                    @Override
-                    public void checkServerTrusted(
-                            final X509Certificate[] xcs, final String string) {}
+          @Override
+          public void checkServerTrusted(final X509Certificate[] xcs, final String string) {}
 
-                    @Override
-                    public X509Certificate[] getAcceptedIssuers() {
-                        return null;
-                    }
-                };
-        try {
-            final SSLContext ctx = SSLContext.getInstance("TLS");
-            ctx.init(null, new TrustManager[] {tm}, null);
-            HttpsURLConnection.setDefaultSSLSocketFactory(ctx.getSocketFactory());
-        } catch (final GeneralSecurityException e) {
-            log.fatal(e);
-            throw new IllegalStateException(e);
-        }
+          @Override
+          public X509Certificate[] getAcceptedIssuers() {
+            return null;
+          }
+        };
+    try {
+      final SSLContext ctx = SSLContext.getInstance("TLS");
+      ctx.init(null, new TrustManager[] {tm}, null);
+      HttpsURLConnection.setDefaultSSLSocketFactory(ctx.getSocketFactory());
+    } catch (final GeneralSecurityException e) {
+      log.fatal(e);
+      throw new IllegalStateException(e);
     }
+  }
 
-    public int getMaxNumberOfRetry() {
-        return maxNumberOfRetry;
-    }
+  public int getMaxNumberOfRetry() {
+    return maxNumberOfRetry;
+  }
 
-    public void setMaxNumberOfRetry(final int maxNumberOfRetry) {
-        this.maxNumberOfRetry = maxNumberOfRetry;
-    }
+  public void setMaxNumberOfRetry(final int maxNumberOfRetry) {
+    this.maxNumberOfRetry = maxNumberOfRetry;
+  }
 
-    public int getDefaultDelay() {
-        return defaultDelay;
-    }
+  public int getDefaultDelay() {
+    return defaultDelay;
+  }
 
-    public void setDefaultDelay(final int defaultDelay) {
-        this.defaultDelay = defaultDelay;
-    }
+  public void setDefaultDelay(final int defaultDelay) {
+    this.defaultDelay = defaultDelay;
+  }
 
-    public int getReadTimeOut() {
-        return readTimeOut;
-    }
+  public int getReadTimeOut() {
+    return readTimeOut;
+  }
 
-    public void setReadTimeOut(final int readTimeOut) {
-        this.readTimeOut = readTimeOut;
-    }
+  public void setReadTimeOut(final int readTimeOut) {
+    this.readTimeOut = readTimeOut;
+  }
 
-    public String getResponseType() {
-        return responseType;
-    }
+  public String getResponseType() {
+    return responseType;
+  }
 }
diff --git a/dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/collection/worker/utils/XmlCleaner.java b/dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/collection/worker/utils/XmlCleaner.java
index 911b65cc05..6a9afd591b 100644
--- a/dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/collection/worker/utils/XmlCleaner.java
+++ b/dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/collection/worker/utils/XmlCleaner.java
@@ -9,389 +9,376 @@ import java.util.regex.Pattern;
 /** @author jochen, Andreas Czerniak */
 public class XmlCleaner {
 
-    /** Pattern for numeric entities. */
-    private static Pattern validCharacterEntityPattern =
-            Pattern.compile("^&#x?\\d{2,4};"); // $NON-NLS-1$
-    // private static Pattern validCharacterEntityPattern = Pattern.compile("^&#?\\d{2,4};");
-    // //$NON-NLS-1$
+  /** Pattern for numeric entities. */
+  private static Pattern validCharacterEntityPattern =
+      Pattern.compile("^&#x?\\d{2,4};"); // $NON-NLS-1$
+  // private static Pattern validCharacterEntityPattern = Pattern.compile("^&#?\\d{2,4};");
+  // //$NON-NLS-1$
 
-    // see https://www.w3.org/TR/REC-xml/#charsets , not only limited to &#11;
-    private static Pattern invalidControlCharPattern = Pattern.compile("&#x?1[0-9a-fA-F];");
+  // see https://www.w3.org/TR/REC-xml/#charsets , not only limited to &#11;
+  private static Pattern invalidControlCharPattern = Pattern.compile("&#x?1[0-9a-fA-F];");
 
-    /**
-     * Pattern that negates the allowable XML 4 byte unicode characters. Valid are: #x9 | #xA | #xD
-     * | [#x20-#xD7FF] | [#xE000-#xFFFD] | [#x10000-#x10FFFF]
-     */
-    private static Pattern invalidCharacterPattern =
-            Pattern.compile("[^\t\r\n\u0020-\uD7FF\uE000-\uFFFD]"); // $NON-NLS-1$
+  /**
+   * Pattern that negates the allowable XML 4 byte unicode characters. Valid are: #x9 | #xA | #xD |
+   * [#x20-#xD7FF] | [#xE000-#xFFFD] | [#x10000-#x10FFFF]
+   */
+  private static Pattern invalidCharacterPattern =
+      Pattern.compile("[^\t\r\n\u0020-\uD7FF\uE000-\uFFFD]"); // $NON-NLS-1$
 
-    // Map entities to their unicode equivalent
-    private static Set<String> goodEntities = new HashSet<>();
-    private static Map<String, String> badEntities = new HashMap<>();
+  // Map entities to their unicode equivalent
+  private static Set<String> goodEntities = new HashSet<>();
+  private static Map<String, String> badEntities = new HashMap<>();
 
-    static {
-        // pre-defined XML entities
-        goodEntities.add("&quot;"); // $NON-NLS-1$ // quotation mark
-        goodEntities.add("&amp;"); // $NON-NLS-1$ // ampersand
-        goodEntities.add("&lt;"); // $NON-NLS-1$ // less-than sign
-        goodEntities.add("&gt;"); // $NON-NLS-1$ // greater-than sign
-        // control entities
-        // badEntities.put("&#11;", "");
-        badEntities.put("&#127;", " "); // $NON-NLS-1$ //$NON-NLS-2$ // illegal HTML character
-        badEntities.put("&#128;", " "); // $NON-NLS-1$ //$NON-NLS-2$ // illegal HTML character
-        badEntities.put("&#129;", " "); // $NON-NLS-1$ //$NON-NLS-2$ // illegal HTML character
-        badEntities.put("&#130;", " "); // $NON-NLS-1$ //$NON-NLS-2$ // illegal HTML character
-        badEntities.put("&#131;", " "); // $NON-NLS-1$ //$NON-NLS-2$ // illegal HTML character
-        badEntities.put("&#132;", " "); // $NON-NLS-1$ //$NON-NLS-2$ // illegal HTML character
-        badEntities.put("&#133;", " "); // $NON-NLS-1$ //$NON-NLS-2$ // illegal HTML character
-        badEntities.put("&#134;", " "); // $NON-NLS-1$ //$NON-NLS-2$ // illegal HTML character
-        badEntities.put("&#135;", " "); // $NON-NLS-1$ //$NON-NLS-2$ // illegal HTML character
-        badEntities.put("&#136;", " "); // $NON-NLS-1$ //$NON-NLS-2$ // illegal HTML character
-        badEntities.put("&#137;", " "); // $NON-NLS-1$ //$NON-NLS-2$ // illegal HTML character
-        badEntities.put("&#138;", " "); // $NON-NLS-1$ //$NON-NLS-2$ // illegal HTML character
-        badEntities.put("&#139;", " "); // $NON-NLS-1$ //$NON-NLS-2$ // illegal HTML character
-        badEntities.put("&#140;", " "); // $NON-NLS-1$ //$NON-NLS-2$ // illegal HTML character
-        badEntities.put("&#141;", " "); // $NON-NLS-1$ //$NON-NLS-2$ // illegal HTML character
-        badEntities.put("&#142;", " "); // $NON-NLS-1$ //$NON-NLS-2$ // illegal HTML character
-        badEntities.put("&#143;", " "); // $NON-NLS-1$ //$NON-NLS-2$ // illegal HTML character
-        badEntities.put("&#144;", " "); // $NON-NLS-1$ //$NON-NLS-2$ // illegal HTML character
-        badEntities.put("&#145;", " "); // $NON-NLS-1$ //$NON-NLS-2$ // illegal HTML character
-        badEntities.put("&#146;", " "); // $NON-NLS-1$ //$NON-NLS-2$ // illegal HTML character
-        badEntities.put("&#147;", " "); // $NON-NLS-1$ //$NON-NLS-2$ // illegal HTML character
-        badEntities.put("&#148;", " "); // $NON-NLS-1$ //$NON-NLS-2$ // illegal HTML character
-        badEntities.put("&#149;", " "); // $NON-NLS-1$ //$NON-NLS-2$ // illegal HTML character
-        badEntities.put("&#150;", " "); // $NON-NLS-1$ //$NON-NLS-2$ // illegal HTML character
-        badEntities.put("&#151;", " "); // $NON-NLS-1$ //$NON-NLS-2$ // illegal HTML character
-        badEntities.put("&#152;", " "); // $NON-NLS-1$ //$NON-NLS-2$ // illegal HTML character
-        badEntities.put("&#153;", " "); // $NON-NLS-1$ //$NON-NLS-2$ // illegal HTML character
-        badEntities.put("&#154;", " "); // $NON-NLS-1$ //$NON-NLS-2$ // illegal HTML character
-        badEntities.put("&#155;", " "); // $NON-NLS-1$ //$NON-NLS-2$ // illegal HTML character
-        badEntities.put("&#156;", " "); // $NON-NLS-1$ //$NON-NLS-2$ // illegal HTML character
-        badEntities.put("&#157;", " "); // $NON-NLS-1$ //$NON-NLS-2$ // illegal HTML character
-        badEntities.put("&#158;", " "); // $NON-NLS-1$ //$NON-NLS-2$ // illegal HTML character
-        badEntities.put("&#159;", " "); // $NON-NLS-1$ //$NON-NLS-2$ // illegal HTML character
-        // misc entities
-        badEntities.put("&euro;", "\u20AC"); // $NON-NLS-1$ //$NON-NLS-2$ // euro
-        badEntities.put(
-                "&lsquo;", "\u2018"); // $NON-NLS-1$ //$NON-NLS-2$ // left single quotation mark
-        badEntities.put(
-                "&rsquo;", "\u2019"); // $NON-NLS-1$ //$NON-NLS-2$ // right single quotation mark
-        // Latin 1 entities
-        badEntities.put("&nbsp;", "\u00A0"); // $NON-NLS-1$ //$NON-NLS-2$ // no-break space
-        badEntities.put(
-                "&iexcl;", "\u00A1"); // $NON-NLS-1$ //$NON-NLS-2$ // inverted exclamation mark
-        badEntities.put("&cent;", "\u00A2"); // $NON-NLS-1$ //$NON-NLS-2$ // cent sign
-        badEntities.put("&pound;", "\u00A3"); // $NON-NLS-1$ //$NON-NLS-2$ // pound sign
-        badEntities.put("&curren;", "\u00A4"); // $NON-NLS-1$ //$NON-NLS-2$ // currency sign
-        badEntities.put("&yen;", "\u00A5"); // $NON-NLS-1$ //$NON-NLS-2$ // yen sign
-        badEntities.put("&brvbar;", "\u00A6"); // $NON-NLS-1$ //$NON-NLS-2$ // broken vertical bar
-        badEntities.put("&sect;", "\u00A7"); // $NON-NLS-1$ //$NON-NLS-2$ // section sign
-        badEntities.put("&uml;", "\u00A8"); // $NON-NLS-1$ //$NON-NLS-2$ // diaeresis
-        badEntities.put("&copy;", "\u00A9"); // $NON-NLS-1$ //$NON-NLS-2$ // copyright sign
-        badEntities.put(
-                "&ordf;", "\u00AA"); // $NON-NLS-1$ //$NON-NLS-2$ // feminine ordinal indicator
-        badEntities.put(
-                "&laquo;",
-                "\u00AB"); //$NON-NLS-1$ //$NON-NLS-2$ // left-pointing double angle quotation mark
-        badEntities.put("&not;", "\u00AC"); // $NON-NLS-1$ //$NON-NLS-2$ // not sign
-        badEntities.put("&shy;", "\u00AD"); // $NON-NLS-1$ //$NON-NLS-2$ // soft hyphen
-        badEntities.put("&reg;", "\u00AE"); // $NON-NLS-1$ //$NON-NLS-2$ // registered sign
-        badEntities.put("&macr;", "\u00AF"); // $NON-NLS-1$ //$NON-NLS-2$ // macron
-        badEntities.put("&deg;", "\u00B0"); // $NON-NLS-1$ //$NON-NLS-2$ // degree sign
-        badEntities.put("&plusmn;", "\u00B1"); // $NON-NLS-1$ //$NON-NLS-2$ // plus-minus sign
-        badEntities.put("&sup2;", "\u00B2"); // $NON-NLS-1$ //$NON-NLS-2$ // superscript two
-        badEntities.put("&sup3;", "\u00B3"); // $NON-NLS-1$ //$NON-NLS-2$ // superscript three
-        badEntities.put("&acute;", "\u00B4"); // $NON-NLS-1$ //$NON-NLS-2$ // acute accent
-        badEntities.put("&micro;", "\u00B5"); // $NON-NLS-1$ //$NON-NLS-2$ // micro sign
-        badEntities.put("&para;", "\u00B6"); // $NON-NLS-1$ //$NON-NLS-2$ // pilcrow sign
-        badEntities.put("&middot;", "\u00B7"); // $NON-NLS-1$ //$NON-NLS-2$ // middle dot
-        badEntities.put("&cedil;", "\u00B8"); // $NON-NLS-1$ //$NON-NLS-2$ // cedilla
-        badEntities.put("&sup1;", "\u00B9"); // $NON-NLS-1$ //$NON-NLS-2$ // superscript one
-        badEntities.put(
-                "&ordm;", "\u00BA"); // $NON-NLS-1$ //$NON-NLS-2$ // masculine ordinal indicator
-        badEntities.put(
-                "&raquo;",
-                "\u00BB"); //$NON-NLS-1$ //$NON-NLS-2$ // right-pointing double angle quotation mark
-        badEntities.put(
-                "&frac14;", "\u00BC"); // $NON-NLS-1$ //$NON-NLS-2$ // vulgar fraction one quarter
-        badEntities.put(
-                "&frac12;", "\u00BD"); // $NON-NLS-1$ //$NON-NLS-2$ // vulgar fraction one half
-        badEntities.put(
-                "&frac34;",
-                "\u00BE"); // $NON-NLS-1$ //$NON-NLS-2$ // vulgar fraction three quarters
-        badEntities.put(
-                "&iquest;", "\u00BF"); // $NON-NLS-1$ //$NON-NLS-2$ // inverted question mark
-        badEntities.put(
-                "&Agrave;",
-                "\u00C0"); // $NON-NLS-1$ //$NON-NLS-2$ // latin capital letter A with grave
-        badEntities.put(
-                "&Aacute;",
-                "\u00C1"); // $NON-NLS-1$ //$NON-NLS-2$ // latin capital letter A with acute
-        badEntities.put(
-                "&Acirc;",
-                "\u00C2"); // $NON-NLS-1$ //$NON-NLS-2$ // latin capital letter A with circumflex
-        badEntities.put(
-                "&Atilde;",
-                "\u00C3"); // $NON-NLS-1$ //$NON-NLS-2$ // latin capital letter A with tilde
-        badEntities.put(
-                "&Auml;",
-                "\u00C4"); // $NON-NLS-1$ //$NON-NLS-2$ // latin capital letter A with diaeresis
-        badEntities.put(
-                "&Aring;",
-                "\u00C5"); // $NON-NLS-1$ //$NON-NLS-2$ // latin capital letter A with ring above
-        badEntities.put(
-                "&AElig;", "\u00C6"); // $NON-NLS-1$ //$NON-NLS-2$ // latin capital letter AE
-        badEntities.put(
-                "&Ccedil;",
-                "\u00C7"); // $NON-NLS-1$ //$NON-NLS-2$ // latin capital letter C with cedilla
-        badEntities.put(
-                "&Egrave;",
-                "\u00C8"); // $NON-NLS-1$ //$NON-NLS-2$ // latin capital letter E with grave
-        badEntities.put(
-                "&Eacute;",
-                "\u00C9"); // $NON-NLS-1$ //$NON-NLS-2$ // latin capital letter E with acute
-        badEntities.put(
-                "&Ecirc;",
-                "\u00CA"); // $NON-NLS-1$ //$NON-NLS-2$ // latin capital letter E with circumflex
-        badEntities.put(
-                "&Euml;",
-                "\u00CB"); // $NON-NLS-1$ //$NON-NLS-2$ // latin capital letter E with diaeresis
-        badEntities.put(
-                "&Igrave;",
-                "\u00CC"); // $NON-NLS-1$ //$NON-NLS-2$ // latin capital letter I with grave
-        badEntities.put(
-                "&Iacute;",
-                "\u00CD"); // $NON-NLS-1$ //$NON-NLS-2$ // latin capital letter I with acute
-        badEntities.put(
-                "&Icirc;",
-                "\u00CE"); // $NON-NLS-1$ //$NON-NLS-2$ // latin capital letter I with circumflex
-        badEntities.put(
-                "&Iuml;",
-                "\u00CF"); // $NON-NLS-1$ //$NON-NLS-2$ // latin capital letter I with diaeresis
-        badEntities.put("&ETH;", "\u00D0"); // $NON-NLS-1$ //$NON-NLS-2$ // latin capital letter ETH
-        badEntities.put(
-                "&Ntilde;",
-                "\u00D1"); // $NON-NLS-1$ //$NON-NLS-2$ // latin capital letter N with tilde
-        badEntities.put(
-                "&Ograve;",
-                "\u00D2"); // $NON-NLS-1$ //$NON-NLS-2$ // latin capital letter O with grave
-        badEntities.put(
-                "&Oacute;",
-                "\u00D3"); // $NON-NLS-1$ //$NON-NLS-2$ // latin capital letter O with acute
-        badEntities.put(
-                "&Ocirc;",
-                "\u00D4"); // $NON-NLS-1$ //$NON-NLS-2$ // latin capital letter O with circumflex
-        badEntities.put(
-                "&Otilde;",
-                "\u00D5"); // $NON-NLS-1$ //$NON-NLS-2$ // latin capital letter O with tilde
-        badEntities.put(
-                "&Ouml;",
-                "\u00D6"); // $NON-NLS-1$ //$NON-NLS-2$ // latin capital letter O with diaeresis
-        badEntities.put("&times;", "\u00D7"); // $NON-NLS-1$ //$NON-NLS-2$ // multiplication sign
-        badEntities.put(
-                "&Oslash;",
-                "\u00D8"); // $NON-NLS-1$ //$NON-NLS-2$ // latin capital letter O with stroke
-        badEntities.put(
-                "&Ugrave;",
-                "\u00D9"); // $NON-NLS-1$ //$NON-NLS-2$ // latin capital letter U with grave
-        badEntities.put(
-                "&Uacute;",
-                "\u00DA"); // $NON-NLS-1$ //$NON-NLS-2$ // latin capital letter U with acute
-        badEntities.put(
-                "&Ucirc;",
-                "\u00DB"); // $NON-NLS-1$ //$NON-NLS-2$ // latin capital letter U with circumflex
-        badEntities.put(
-                "&Uuml;",
-                "\u00DC"); // $NON-NLS-1$ //$NON-NLS-2$ // latin capital letter U with diaeresis
-        badEntities.put(
-                "&Yacute;",
-                "\u00DD"); // $NON-NLS-1$ //$NON-NLS-2$ // latin capital letter Y with acute
-        badEntities.put(
-                "&THORN;", "\u00DE"); // $NON-NLS-1$ //$NON-NLS-2$ // latin capital letter THORN
-        badEntities.put(
-                "&szlig;", "\u00DF"); // $NON-NLS-1$ //$NON-NLS-2$ // latin small letter sharp s
-        badEntities.put(
-                "&agrave;",
-                "\u00E0"); // $NON-NLS-1$ //$NON-NLS-2$ // latin small letter a with grave
-        badEntities.put(
-                "&aacute;",
-                "\u00E1"); // $NON-NLS-1$ //$NON-NLS-2$ // latin small letter a with acute
-        badEntities.put(
-                "&acirc;",
-                "\u00E2"); // $NON-NLS-1$ //$NON-NLS-2$ // latin small letter a with circumflex
-        badEntities.put(
-                "&atilde;",
-                "\u00E3"); // $NON-NLS-1$ //$NON-NLS-2$ // latin small letter a with tilde
-        badEntities.put(
-                "&auml;",
-                "\u00E4"); // $NON-NLS-1$ //$NON-NLS-2$ // latin small letter a with diaeresis
-        badEntities.put(
-                "&aring;",
-                "\u00E5"); // $NON-NLS-1$ //$NON-NLS-2$ // latin small letter a with ring above
-        badEntities.put("&aelig;", "\u00E6"); // $NON-NLS-1$ //$NON-NLS-2$ // latin small letter ae
-        badEntities.put(
-                "&ccedil;",
-                "\u00E7"); // $NON-NLS-1$ //$NON-NLS-2$ // latin small letter c with cedilla
-        badEntities.put(
-                "&egrave;",
-                "\u00E8"); // $NON-NLS-1$ //$NON-NLS-2$ // latin small letter e with grave
-        badEntities.put(
-                "&eacute;",
-                "\u00E9"); // $NON-NLS-1$ //$NON-NLS-2$ // latin small letter e with acute
-        badEntities.put(
-                "&ecirc;",
-                "\u00EA"); // $NON-NLS-1$ //$NON-NLS-2$ // latin small letter e with circumflex
-        badEntities.put(
-                "&euml;",
-                "\u00EB"); // $NON-NLS-1$ //$NON-NLS-2$ // latin small letter e with diaeresis
-        badEntities.put(
-                "&igrave;",
-                "\u00EC"); // $NON-NLS-1$ //$NON-NLS-2$ // latin small letter i with grave
-        badEntities.put(
-                "&iacute;",
-                "\u00ED"); // $NON-NLS-1$ //$NON-NLS-2$ // latin small letter i with acute
-        badEntities.put(
-                "&icirc;",
-                "\u00EE"); // $NON-NLS-1$ //$NON-NLS-2$ // latin small letter i with circumflex
-        badEntities.put(
-                "&iuml;",
-                "\u00EF"); // $NON-NLS-1$ //$NON-NLS-2$ // latin small letter i with diaeresis
-        badEntities.put("&eth;", "\u00F0"); // $NON-NLS-1$ //$NON-NLS-2$ // latin small letter eth
-        badEntities.put(
-                "&ntilde;",
-                "\u00F1"); // $NON-NLS-1$ //$NON-NLS-2$ // latin small letter n with tilde
-        badEntities.put(
-                "&ograve;",
-                "\u00F2"); // $NON-NLS-1$ //$NON-NLS-2$ // latin small letter o with grave
-        badEntities.put(
-                "&oacute;",
-                "\u00F3"); // $NON-NLS-1$ //$NON-NLS-2$ // latin small letter o with acute
-        badEntities.put(
-                "&ocirc;",
-                "\u00F4"); // $NON-NLS-1$ //$NON-NLS-2$ // latin small letter o with circumflex
-        badEntities.put(
-                "&otilde;",
-                "\u00F5"); // $NON-NLS-1$ //$NON-NLS-2$ // latin small letter o with tilde
-        badEntities.put(
-                "&ouml;",
-                "\u00F6"); // $NON-NLS-1$ //$NON-NLS-2$ // latin small letter o with diaeresis
-        badEntities.put("&divide;", "\u00F7"); // $NON-NLS-1$ //$NON-NLS-2$ // division sign
-        badEntities.put(
-                "&oslash;",
-                "\u00F8"); // $NON-NLS-1$ //$NON-NLS-2$ // latin small letter o with stroke
-        badEntities.put(
-                "&ugrave;",
-                "\u00F9"); // $NON-NLS-1$ //$NON-NLS-2$ // latin small letter u with grave
-        badEntities.put(
-                "&uacute;",
-                "\u00FA"); // $NON-NLS-1$ //$NON-NLS-2$ // latin small letter u with acute
-        badEntities.put(
-                "&ucirc;",
-                "\u00FB"); // $NON-NLS-1$ //$NON-NLS-2$ // latin small letter u with circumflex
-        badEntities.put(
-                "&uuml;",
-                "\u00FC"); // $NON-NLS-1$ //$NON-NLS-2$ // latin small letter u with diaeresis
-        badEntities.put(
-                "&yacute;",
-                "\u00FD"); // $NON-NLS-1$ //$NON-NLS-2$ // latin small letter y with acute
-        badEntities.put(
-                "&thorn;", "\u00FE"); // $NON-NLS-1$ //$NON-NLS-2$ // latin small letter thorn
-        badEntities.put(
-                "&yuml;",
-                "\u00FF"); // $NON-NLS-1$ //$NON-NLS-2$ // latin small letter y with diaeresis
+  static {
+    // pre-defined XML entities
+    goodEntities.add("&quot;"); // $NON-NLS-1$ // quotation mark
+    goodEntities.add("&amp;"); // $NON-NLS-1$ // ampersand
+    goodEntities.add("&lt;"); // $NON-NLS-1$ // less-than sign
+    goodEntities.add("&gt;"); // $NON-NLS-1$ // greater-than sign
+    // control entities
+    // badEntities.put("&#11;", "");
+    badEntities.put("&#127;", " "); // $NON-NLS-1$ //$NON-NLS-2$ // illegal HTML character
+    badEntities.put("&#128;", " "); // $NON-NLS-1$ //$NON-NLS-2$ // illegal HTML character
+    badEntities.put("&#129;", " "); // $NON-NLS-1$ //$NON-NLS-2$ // illegal HTML character
+    badEntities.put("&#130;", " "); // $NON-NLS-1$ //$NON-NLS-2$ // illegal HTML character
+    badEntities.put("&#131;", " "); // $NON-NLS-1$ //$NON-NLS-2$ // illegal HTML character
+    badEntities.put("&#132;", " "); // $NON-NLS-1$ //$NON-NLS-2$ // illegal HTML character
+    badEntities.put("&#133;", " "); // $NON-NLS-1$ //$NON-NLS-2$ // illegal HTML character
+    badEntities.put("&#134;", " "); // $NON-NLS-1$ //$NON-NLS-2$ // illegal HTML character
+    badEntities.put("&#135;", " "); // $NON-NLS-1$ //$NON-NLS-2$ // illegal HTML character
+    badEntities.put("&#136;", " "); // $NON-NLS-1$ //$NON-NLS-2$ // illegal HTML character
+    badEntities.put("&#137;", " "); // $NON-NLS-1$ //$NON-NLS-2$ // illegal HTML character
+    badEntities.put("&#138;", " "); // $NON-NLS-1$ //$NON-NLS-2$ // illegal HTML character
+    badEntities.put("&#139;", " "); // $NON-NLS-1$ //$NON-NLS-2$ // illegal HTML character
+    badEntities.put("&#140;", " "); // $NON-NLS-1$ //$NON-NLS-2$ // illegal HTML character
+    badEntities.put("&#141;", " "); // $NON-NLS-1$ //$NON-NLS-2$ // illegal HTML character
+    badEntities.put("&#142;", " "); // $NON-NLS-1$ //$NON-NLS-2$ // illegal HTML character
+    badEntities.put("&#143;", " "); // $NON-NLS-1$ //$NON-NLS-2$ // illegal HTML character
+    badEntities.put("&#144;", " "); // $NON-NLS-1$ //$NON-NLS-2$ // illegal HTML character
+    badEntities.put("&#145;", " "); // $NON-NLS-1$ //$NON-NLS-2$ // illegal HTML character
+    badEntities.put("&#146;", " "); // $NON-NLS-1$ //$NON-NLS-2$ // illegal HTML character
+    badEntities.put("&#147;", " "); // $NON-NLS-1$ //$NON-NLS-2$ // illegal HTML character
+    badEntities.put("&#148;", " "); // $NON-NLS-1$ //$NON-NLS-2$ // illegal HTML character
+    badEntities.put("&#149;", " "); // $NON-NLS-1$ //$NON-NLS-2$ // illegal HTML character
+    badEntities.put("&#150;", " "); // $NON-NLS-1$ //$NON-NLS-2$ // illegal HTML character
+    badEntities.put("&#151;", " "); // $NON-NLS-1$ //$NON-NLS-2$ // illegal HTML character
+    badEntities.put("&#152;", " "); // $NON-NLS-1$ //$NON-NLS-2$ // illegal HTML character
+    badEntities.put("&#153;", " "); // $NON-NLS-1$ //$NON-NLS-2$ // illegal HTML character
+    badEntities.put("&#154;", " "); // $NON-NLS-1$ //$NON-NLS-2$ // illegal HTML character
+    badEntities.put("&#155;", " "); // $NON-NLS-1$ //$NON-NLS-2$ // illegal HTML character
+    badEntities.put("&#156;", " "); // $NON-NLS-1$ //$NON-NLS-2$ // illegal HTML character
+    badEntities.put("&#157;", " "); // $NON-NLS-1$ //$NON-NLS-2$ // illegal HTML character
+    badEntities.put("&#158;", " "); // $NON-NLS-1$ //$NON-NLS-2$ // illegal HTML character
+    badEntities.put("&#159;", " "); // $NON-NLS-1$ //$NON-NLS-2$ // illegal HTML character
+    // misc entities
+    badEntities.put("&euro;", "\u20AC"); // $NON-NLS-1$ //$NON-NLS-2$ // euro
+    badEntities.put("&lsquo;", "\u2018"); // $NON-NLS-1$ //$NON-NLS-2$ // left single quotation
+    // mark
+    badEntities.put("&rsquo;", "\u2019"); // $NON-NLS-1$ //$NON-NLS-2$ // right single quotation
+    // mark
+    // Latin 1 entities
+    badEntities.put("&nbsp;", "\u00A0"); // $NON-NLS-1$ //$NON-NLS-2$ // no-break space
+    badEntities.put("&iexcl;", "\u00A1"); // $NON-NLS-1$ //$NON-NLS-2$ // inverted exclamation
+    // mark
+    badEntities.put("&cent;", "\u00A2"); // $NON-NLS-1$ //$NON-NLS-2$ // cent sign
+    badEntities.put("&pound;", "\u00A3"); // $NON-NLS-1$ //$NON-NLS-2$ // pound sign
+    badEntities.put("&curren;", "\u00A4"); // $NON-NLS-1$ //$NON-NLS-2$ // currency sign
+    badEntities.put("&yen;", "\u00A5"); // $NON-NLS-1$ //$NON-NLS-2$ // yen sign
+    badEntities.put("&brvbar;", "\u00A6"); // $NON-NLS-1$ //$NON-NLS-2$ // broken vertical bar
+    badEntities.put("&sect;", "\u00A7"); // $NON-NLS-1$ //$NON-NLS-2$ // section sign
+    badEntities.put("&uml;", "\u00A8"); // $NON-NLS-1$ //$NON-NLS-2$ // diaeresis
+    badEntities.put("&copy;", "\u00A9"); // $NON-NLS-1$ //$NON-NLS-2$ // copyright sign
+    badEntities.put("&ordf;", "\u00AA"); // $NON-NLS-1$ //$NON-NLS-2$ // feminine ordinal
+    // indicator
+    badEntities.put("&laquo;", "\u00AB"); // $NON-NLS-2$ // left-pointing double angle
+    // quotation mark
+    badEntities.put("&not;", "\u00AC"); // $NON-NLS-1$ //$NON-NLS-2$ // not sign
+    badEntities.put("&shy;", "\u00AD"); // $NON-NLS-1$ //$NON-NLS-2$ // soft hyphen
+    badEntities.put("&reg;", "\u00AE"); // $NON-NLS-1$ //$NON-NLS-2$ // registered sign
+    badEntities.put("&macr;", "\u00AF"); // $NON-NLS-1$ //$NON-NLS-2$ // macron
+    badEntities.put("&deg;", "\u00B0"); // $NON-NLS-1$ //$NON-NLS-2$ // degree sign
+    badEntities.put("&plusmn;", "\u00B1"); // $NON-NLS-1$ //$NON-NLS-2$ // plus-minus sign
+    badEntities.put("&sup2;", "\u00B2"); // $NON-NLS-1$ //$NON-NLS-2$ // superscript two
+    badEntities.put("&sup3;", "\u00B3"); // $NON-NLS-1$ //$NON-NLS-2$ // superscript three
+    badEntities.put("&acute;", "\u00B4"); // $NON-NLS-1$ //$NON-NLS-2$ // acute accent
+    badEntities.put("&micro;", "\u00B5"); // $NON-NLS-1$ //$NON-NLS-2$ // micro sign
+    badEntities.put("&para;", "\u00B6"); // $NON-NLS-1$ //$NON-NLS-2$ // pilcrow sign
+    badEntities.put("&middot;", "\u00B7"); // $NON-NLS-1$ //$NON-NLS-2$ // middle dot
+    badEntities.put("&cedil;", "\u00B8"); // $NON-NLS-1$ //$NON-NLS-2$ // cedilla
+    badEntities.put("&sup1;", "\u00B9"); // $NON-NLS-1$ //$NON-NLS-2$ // superscript one
+    badEntities.put("&ordm;", "\u00BA"); // $NON-NLS-1$ //$NON-NLS-2$ // masculine ordinal
+    // indicator
+    badEntities.put("&raquo;", "\u00BB"); // $NON-NLS-2$ // right-pointing double
+    // angle quotation
+    // mark
+    badEntities.put("&frac14;", "\u00BC"); // $NON-NLS-1$ //$NON-NLS-2$ // vulgar fraction one
+    // quarter
+    badEntities.put("&frac12;", "\u00BD"); // $NON-NLS-1$ //$NON-NLS-2$ // vulgar fraction one
+    // half
+    badEntities.put("&frac34;", "\u00BE"); // $NON-NLS-1$ //$NON-NLS-2$ // vulgar fraction three
+    // quarters
+    badEntities.put("&iquest;", "\u00BF"); // $NON-NLS-1$ //$NON-NLS-2$ // inverted question
+    // mark
+    badEntities.put("&Agrave;", "\u00C0"); // $NON-NLS-1$ //$NON-NLS-2$ // latin capital letter
+    // A
+    // with grave
+    badEntities.put("&Aacute;", "\u00C1"); // $NON-NLS-1$ //$NON-NLS-2$ // latin capital letter
+    // A
+    // with acute
+    badEntities.put("&Acirc;", "\u00C2"); // $NON-NLS-1$ //$NON-NLS-2$ // latin capital letter A
+    // with circumflex
+    badEntities.put("&Atilde;", "\u00C3"); // $NON-NLS-1$ //$NON-NLS-2$ // latin capital letter
+    // A
+    // with tilde
+    badEntities.put("&Auml;", "\u00C4"); // $NON-NLS-1$ //$NON-NLS-2$ // latin capital letter A
+    // with
+    // diaeresis
+    badEntities.put("&Aring;", "\u00C5"); // $NON-NLS-1$ //$NON-NLS-2$ // latin capital letter A
+    // with ring above
+    badEntities.put("&AElig;", "\u00C6"); // $NON-NLS-1$ //$NON-NLS-2$ // latin capital letter
+    // AE
+    badEntities.put("&Ccedil;", "\u00C7"); // $NON-NLS-1$ //$NON-NLS-2$ // latin capital letter
+    // C
+    // with cedilla
+    badEntities.put("&Egrave;", "\u00C8"); // $NON-NLS-1$ //$NON-NLS-2$ // latin capital letter
+    // E
+    // with grave
+    badEntities.put("&Eacute;", "\u00C9"); // $NON-NLS-1$ //$NON-NLS-2$ // latin capital letter
+    // E
+    // with acute
+    badEntities.put("&Ecirc;", "\u00CA"); // $NON-NLS-1$ //$NON-NLS-2$ // latin capital letter E
+    // with circumflex
+    badEntities.put("&Euml;", "\u00CB"); // $NON-NLS-1$ //$NON-NLS-2$ // latin capital letter E
+    // with
+    // diaeresis
+    badEntities.put("&Igrave;", "\u00CC"); // $NON-NLS-1$ //$NON-NLS-2$ // latin capital letter
+    // I
+    // with grave
+    badEntities.put("&Iacute;", "\u00CD"); // $NON-NLS-1$ //$NON-NLS-2$ // latin capital letter
+    // I
+    // with acute
+    badEntities.put("&Icirc;", "\u00CE"); // $NON-NLS-1$ //$NON-NLS-2$ // latin capital letter I
+    // with circumflex
+    badEntities.put("&Iuml;", "\u00CF"); // $NON-NLS-1$ //$NON-NLS-2$ // latin capital letter I
+    // with
+    // diaeresis
+    badEntities.put("&ETH;", "\u00D0"); // $NON-NLS-1$ //$NON-NLS-2$ // latin capital letter ETH
+    badEntities.put("&Ntilde;", "\u00D1"); // $NON-NLS-1$ //$NON-NLS-2$ // latin capital letter
+    // N
+    // with tilde
+    badEntities.put("&Ograve;", "\u00D2"); // $NON-NLS-1$ //$NON-NLS-2$ // latin capital letter
+    // O
+    // with grave
+    badEntities.put("&Oacute;", "\u00D3"); // $NON-NLS-1$ //$NON-NLS-2$ // latin capital letter
+    // O
+    // with acute
+    badEntities.put("&Ocirc;", "\u00D4"); // $NON-NLS-1$ //$NON-NLS-2$ // latin capital letter O
+    // with circumflex
+    badEntities.put("&Otilde;", "\u00D5"); // $NON-NLS-1$ //$NON-NLS-2$ // latin capital letter
+    // O
+    // with tilde
+    badEntities.put("&Ouml;", "\u00D6"); // $NON-NLS-1$ //$NON-NLS-2$ // latin capital letter O
+    // with
+    // diaeresis
+    badEntities.put("&times;", "\u00D7"); // $NON-NLS-1$ //$NON-NLS-2$ // multiplication sign
+    badEntities.put("&Oslash;", "\u00D8"); // $NON-NLS-1$ //$NON-NLS-2$ // latin capital letter
+    // O
+    // with stroke
+    badEntities.put("&Ugrave;", "\u00D9"); // $NON-NLS-1$ //$NON-NLS-2$ // latin capital letter
+    // U
+    // with grave
+    badEntities.put("&Uacute;", "\u00DA"); // $NON-NLS-1$ //$NON-NLS-2$ // latin capital letter
+    // U
+    // with acute
+    badEntities.put("&Ucirc;", "\u00DB"); // $NON-NLS-1$ //$NON-NLS-2$ // latin capital letter U
+    // with circumflex
+    badEntities.put("&Uuml;", "\u00DC"); // $NON-NLS-1$ //$NON-NLS-2$ // latin capital letter U
+    // with
+    // diaeresis
+    badEntities.put("&Yacute;", "\u00DD"); // $NON-NLS-1$ //$NON-NLS-2$ // latin capital letter
+    // Y
+    // with acute
+    badEntities.put("&THORN;", "\u00DE"); // $NON-NLS-1$ //$NON-NLS-2$ // latin capital letter
+    // THORN
+    badEntities.put("&szlig;", "\u00DF"); // $NON-NLS-1$ //$NON-NLS-2$ // latin small letter
+    // sharp s
+    badEntities.put("&agrave;", "\u00E0"); // $NON-NLS-1$ //$NON-NLS-2$ // latin small letter a
+    // with
+    // grave
+    badEntities.put("&aacute;", "\u00E1"); // $NON-NLS-1$ //$NON-NLS-2$ // latin small letter a
+    // with
+    // acute
+    badEntities.put("&acirc;", "\u00E2"); // $NON-NLS-1$ //$NON-NLS-2$ // latin small letter a
+    // with
+    // circumflex
+    badEntities.put("&atilde;", "\u00E3"); // $NON-NLS-1$ //$NON-NLS-2$ // latin small letter a
+    // with
+    // tilde
+    badEntities.put("&auml;", "\u00E4"); // $NON-NLS-1$ //$NON-NLS-2$ // latin small letter a
+    // with
+    // diaeresis
+    badEntities.put("&aring;", "\u00E5"); // $NON-NLS-1$ //$NON-NLS-2$ // latin small letter a
+    // with
+    // ring above
+    badEntities.put("&aelig;", "\u00E6"); // $NON-NLS-1$ //$NON-NLS-2$ // latin small letter ae
+    badEntities.put("&ccedil;", "\u00E7"); // $NON-NLS-1$ //$NON-NLS-2$ // latin small letter c
+    // with
+    // cedilla
+    badEntities.put("&egrave;", "\u00E8"); // $NON-NLS-1$ //$NON-NLS-2$ // latin small letter e
+    // with
+    // grave
+    badEntities.put("&eacute;", "\u00E9"); // $NON-NLS-1$ //$NON-NLS-2$ // latin small letter e
+    // with
+    // acute
+    badEntities.put("&ecirc;", "\u00EA"); // $NON-NLS-1$ //$NON-NLS-2$ // latin small letter e
+    // with
+    // circumflex
+    badEntities.put("&euml;", "\u00EB"); // $NON-NLS-1$ //$NON-NLS-2$ // latin small letter e
+    // with
+    // diaeresis
+    badEntities.put("&igrave;", "\u00EC"); // $NON-NLS-1$ //$NON-NLS-2$ // latin small letter i
+    // with
+    // grave
+    badEntities.put("&iacute;", "\u00ED"); // $NON-NLS-1$ //$NON-NLS-2$ // latin small letter i
+    // with
+    // acute
+    badEntities.put("&icirc;", "\u00EE"); // $NON-NLS-1$ //$NON-NLS-2$ // latin small letter i
+    // with
+    // circumflex
+    badEntities.put("&iuml;", "\u00EF"); // $NON-NLS-1$ //$NON-NLS-2$ // latin small letter i
+    // with
+    // diaeresis
+    badEntities.put("&eth;", "\u00F0"); // $NON-NLS-1$ //$NON-NLS-2$ // latin small letter eth
+    badEntities.put("&ntilde;", "\u00F1"); // $NON-NLS-1$ //$NON-NLS-2$ // latin small letter n
+    // with
+    // tilde
+    badEntities.put("&ograve;", "\u00F2"); // $NON-NLS-1$ //$NON-NLS-2$ // latin small letter o
+    // with
+    // grave
+    badEntities.put("&oacute;", "\u00F3"); // $NON-NLS-1$ //$NON-NLS-2$ // latin small letter o
+    // with
+    // acute
+    badEntities.put("&ocirc;", "\u00F4"); // $NON-NLS-1$ //$NON-NLS-2$ // latin small letter o
+    // with
+    // circumflex
+    badEntities.put("&otilde;", "\u00F5"); // $NON-NLS-1$ //$NON-NLS-2$ // latin small letter o
+    // with
+    // tilde
+    badEntities.put("&ouml;", "\u00F6"); // $NON-NLS-1$ //$NON-NLS-2$ // latin small letter o
+    // with
+    // diaeresis
+    badEntities.put("&divide;", "\u00F7"); // $NON-NLS-1$ //$NON-NLS-2$ // division sign
+    badEntities.put("&oslash;", "\u00F8"); // $NON-NLS-1$ //$NON-NLS-2$ // latin small letter o
+    // with
+    // stroke
+    badEntities.put("&ugrave;", "\u00F9"); // $NON-NLS-1$ //$NON-NLS-2$ // latin small letter u
+    // with
+    // grave
+    badEntities.put("&uacute;", "\u00FA"); // $NON-NLS-1$ //$NON-NLS-2$ // latin small letter u
+    // with
+    // acute
+    badEntities.put("&ucirc;", "\u00FB"); // $NON-NLS-1$ //$NON-NLS-2$ // latin small letter u
+    // with
+    // circumflex
+    badEntities.put("&uuml;", "\u00FC"); // $NON-NLS-1$ //$NON-NLS-2$ // latin small letter u
+    // with
+    // diaeresis
+    badEntities.put("&yacute;", "\u00FD"); // $NON-NLS-1$ //$NON-NLS-2$ // latin small letter y
+    // with
+    // acute
+    badEntities.put("&thorn;", "\u00FE"); // $NON-NLS-1$ //$NON-NLS-2$ // latin small letter
+    // thorn
+    badEntities.put("&yuml;", "\u00FF"); // $NON-NLS-1$ //$NON-NLS-2$ // latin small letter y
+    // with
+    // diaeresis
+  }
+
+  /**
+   * For each entity in the input that is not allowed in XML, replace the entity with its unicode
+   * equivalent or remove it. For each instance of a bare {@literal &}, replace it with {@literal
+   * &amp;<br/> } XML only allows 4 entities: {@literal &amp;amp;}, {@literal &amp;quot;}, {@literal
+   * &amp;lt;} and {@literal &amp;gt;}.
+   *
+   * @param broken the string to handle entities
+   * @return the string with entities appropriately fixed up
+   */
+  public static String cleanAllEntities(final String broken) {
+    if (broken == null) {
+      return null;
     }
 
-    /**
-     * For each entity in the input that is not allowed in XML, replace the entity with its unicode
-     * equivalent or remove it. For each instance of a bare {@literal &}, replace it with {@literal
-     * &amp;<br/> } XML only allows 4 entities: {@literal &amp;amp;}, {@literal &amp;quot;},
-     * {@literal &amp;lt;} and {@literal &amp;gt;}.
-     *
-     * @param broken the string to handle entities
-     * @return the string with entities appropriately fixed up
-     */
-    public static String cleanAllEntities(final String broken) {
-        if (broken == null) {
-            return null;
+    String working = invalidControlCharPattern.matcher(broken).replaceAll("");
+    working = invalidCharacterPattern.matcher(working).replaceAll("");
+
+    int cleanfrom = 0;
+
+    while (true) {
+      int amp = working.indexOf('&', cleanfrom);
+      // If there are no more amps then we are done
+      if (amp == -1) {
+        break;
+      }
+      // Skip references of the kind &#ddd;
+      if (validCharacterEntityPattern.matcher(working.substring(amp)).find()) {
+        cleanfrom = working.indexOf(';', amp) + 1;
+        continue;
+      }
+      int i = amp + 1;
+      while (true) {
+        // if we are at the end of the string then just escape the '&';
+        if (i >= working.length()) {
+          return working.substring(0, amp) + "&amp;" + working.substring(amp + 1); // $NON-NLS-1$
         }
-
-        String working = invalidControlCharPattern.matcher(broken).replaceAll("");
-        working = invalidCharacterPattern.matcher(working).replaceAll("");
-
-        int cleanfrom = 0;
-
-        while (true) {
-            int amp = working.indexOf('&', cleanfrom);
-            // If there are no more amps then we are done
-            if (amp == -1) {
-                break;
-            }
-            // Skip references of the kind &#ddd;
-            if (validCharacterEntityPattern.matcher(working.substring(amp)).find()) {
-                cleanfrom = working.indexOf(';', amp) + 1;
-                continue;
-            }
-            int i = amp + 1;
-            while (true) {
-                // if we are at the end of the string then just escape the '&';
-                if (i >= working.length()) {
-                    return working.substring(0, amp)
-                            + "&amp;"
-                            + working.substring(amp + 1); // $NON-NLS-1$
-                }
-                // if we have come to a ; then we have an entity
-                // If it is something that xml can't handle then replace it.
-                final char c = working.charAt(i);
-                if (c == ';') {
-                    final String entity = working.substring(amp, i + 1);
-                    final String replace = handleEntity(entity);
-                    working = working.substring(0, amp) + replace + working.substring(i + 1);
-                    break;
-                }
-                // Did we end an entity without finding a closing ;
-                // Then treat it as an '&' that needs to be replaced with &amp;
-                if (!Character.isLetterOrDigit(c)) {
-                    working =
-                            working.substring(0, amp)
-                                    + "&amp;"
-                                    + working.substring(amp + 1); // $NON-NLS-1$
-                    amp = i + 4; // account for the 4 extra characters
-                    break;
-                }
-                i++;
-            }
-            cleanfrom = amp + 1;
+        // if we have come to a ; then we have an entity
+        // If it is something that xml can't handle then replace it.
+        final char c = working.charAt(i);
+        if (c == ';') {
+          final String entity = working.substring(amp, i + 1);
+          final String replace = handleEntity(entity);
+          working = working.substring(0, amp) + replace + working.substring(i + 1);
+          break;
         }
-
-        if (Pattern.compile("<<").matcher(working).find()) {
-            working = working.replaceAll("<<", "&lt;&lt;");
+        // Did we end an entity without finding a closing ;
+        // Then treat it as an '&' that needs to be replaced with &amp;
+        if (!Character.isLetterOrDigit(c)) {
+          working = working.substring(0, amp) + "&amp;" + working.substring(amp + 1); // $NON-NLS-1$
+          amp = i + 4; // account for the 4 extra characters
+          break;
         }
-
-        if (Pattern.compile(">>").matcher(working).find()) {
-            working = working.replaceAll(">>", "&gt;&gt;");
-        }
-
-        return working;
+        i++;
+      }
+      cleanfrom = amp + 1;
     }
 
-    /**
-     * Replace entity with its unicode equivalent, if it is not a valid XML entity. Otherwise strip
-     * it out. XML only allows 4 entities: &amp;amp;, &amp;quot;, &amp;lt; and &amp;gt;.
-     *
-     * @param entity the entity to be replaced
-     * @return the substitution for the entity, either itself, the unicode equivalent or an empty
-     *     string.
-     */
-    private static String handleEntity(final String entity) {
-        if (goodEntities.contains(entity)) {
-            return entity;
-        }
-
-        final String replace = badEntities.get(entity);
-        if (replace != null) {
-            return replace;
-        }
-
-        return replace != null ? replace : "";
+    if (Pattern.compile("<<").matcher(working).find()) {
+      working = working.replaceAll("<<", "&lt;&lt;");
     }
+
+    if (Pattern.compile(">>").matcher(working).find()) {
+      working = working.replaceAll(">>", "&gt;&gt;");
+    }
+
+    return working;
+  }
+
+  /**
+   * Replace entity with its unicode equivalent, if it is not a valid XML entity. Otherwise strip it
+   * out. XML only allows 4 entities: &amp;amp;, &amp;quot;, &amp;lt; and &amp;gt;.
+   *
+   * @param entity the entity to be replaced
+   * @return the substitution for the entity, either itself, the unicode equivalent or an empty
+   *     string.
+   */
+  private static String handleEntity(final String entity) {
+    if (goodEntities.contains(entity)) {
+      return entity;
+    }
+
+    final String replace = badEntities.get(entity);
+    if (replace != null) {
+      return replace;
+    }
+
+    return replace != null ? replace : "";
+  }
 }
diff --git a/dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/transformation/TransformFunction.java b/dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/transformation/TransformFunction.java
index 9e07a2d47a..c568714de7 100644
--- a/dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/transformation/TransformFunction.java
+++ b/dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/transformation/TransformFunction.java
@@ -13,63 +13,59 @@ import org.apache.spark.util.LongAccumulator;
 
 public class TransformFunction implements MapFunction<MetadataRecord, MetadataRecord> {
 
-    private final LongAccumulator totalItems;
-    private final LongAccumulator errorItems;
-    private final LongAccumulator transformedItems;
-    private final String transformationRule;
-    private final Cleaner cleanFunction;
+  private final LongAccumulator totalItems;
+  private final LongAccumulator errorItems;
+  private final LongAccumulator transformedItems;
+  private final String transformationRule;
+  private final Cleaner cleanFunction;
 
-    private final long dateOfTransformation;
+  private final long dateOfTransformation;
 
-    public TransformFunction(
-            LongAccumulator totalItems,
-            LongAccumulator errorItems,
-            LongAccumulator transformedItems,
-            final String transformationRule,
-            long dateOfTransformation,
-            final Map<String, Vocabulary> vocabularies)
-            throws Exception {
-        this.totalItems = totalItems;
-        this.errorItems = errorItems;
-        this.transformedItems = transformedItems;
-        this.transformationRule = transformationRule;
-        this.dateOfTransformation = dateOfTransformation;
-        cleanFunction = new Cleaner(vocabularies);
-    }
-
-    @Override
-    public MetadataRecord call(MetadataRecord value) {
-        totalItems.add(1);
-        try {
-            Processor processor = new Processor(false);
-            processor.registerExtensionFunction(cleanFunction);
-            final XsltCompiler comp = processor.newXsltCompiler();
-            XsltExecutable xslt =
-                    comp.compile(
-                            new StreamSource(
-                                    new ByteArrayInputStream(transformationRule.getBytes())));
-            XdmNode source =
-                    processor
-                            .newDocumentBuilder()
-                            .build(
-                                    new StreamSource(
-                                            new ByteArrayInputStream(value.getBody().getBytes())));
-            XsltTransformer trans = xslt.load();
-            trans.setInitialContextNode(source);
-            final StringWriter output = new StringWriter();
-            Serializer out = processor.newSerializer(output);
-            out.setOutputProperty(Serializer.Property.METHOD, "xml");
-            out.setOutputProperty(Serializer.Property.INDENT, "yes");
-            trans.setDestination(out);
-            trans.transform();
-            final String xml = output.toString();
-            value.setBody(xml);
-            value.setDateOfTransformation(dateOfTransformation);
-            transformedItems.add(1);
-            return value;
-        } catch (Throwable e) {
-            errorItems.add(1);
-            return null;
-        }
+  public TransformFunction(
+      LongAccumulator totalItems,
+      LongAccumulator errorItems,
+      LongAccumulator transformedItems,
+      final String transformationRule,
+      long dateOfTransformation,
+      final Map<String, Vocabulary> vocabularies)
+      throws Exception {
+    this.totalItems = totalItems;
+    this.errorItems = errorItems;
+    this.transformedItems = transformedItems;
+    this.transformationRule = transformationRule;
+    this.dateOfTransformation = dateOfTransformation;
+    cleanFunction = new Cleaner(vocabularies);
+  }
+
+  @Override
+  public MetadataRecord call(MetadataRecord value) {
+    totalItems.add(1);
+    try {
+      Processor processor = new Processor(false);
+      processor.registerExtensionFunction(cleanFunction);
+      final XsltCompiler comp = processor.newXsltCompiler();
+      XsltExecutable xslt =
+          comp.compile(new StreamSource(new ByteArrayInputStream(transformationRule.getBytes())));
+      XdmNode source =
+          processor
+              .newDocumentBuilder()
+              .build(new StreamSource(new ByteArrayInputStream(value.getBody().getBytes())));
+      XsltTransformer trans = xslt.load();
+      trans.setInitialContextNode(source);
+      final StringWriter output = new StringWriter();
+      Serializer out = processor.newSerializer(output);
+      out.setOutputProperty(Serializer.Property.METHOD, "xml");
+      out.setOutputProperty(Serializer.Property.INDENT, "yes");
+      trans.setDestination(out);
+      trans.transform();
+      final String xml = output.toString();
+      value.setBody(xml);
+      value.setDateOfTransformation(dateOfTransformation);
+      transformedItems.add(1);
+      return value;
+    } catch (Throwable e) {
+      errorItems.add(1);
+      return null;
     }
+  }
 }
diff --git a/dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/transformation/TransformSparkJobNode.java b/dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/transformation/TransformSparkJobNode.java
index f9214ddc6b..550136247c 100644
--- a/dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/transformation/TransformSparkJobNode.java
+++ b/dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/transformation/TransformSparkJobNode.java
@@ -26,81 +26,76 @@ import org.dom4j.io.SAXReader;
 
 public class TransformSparkJobNode {
 
-    public static void main(String[] args) throws Exception {
+  public static void main(String[] args) throws Exception {
 
-        final ArgumentApplicationParser parser =
-                new ArgumentApplicationParser(
-                        IOUtils.toString(
-                                TransformSparkJobNode.class.getResourceAsStream(
-                                        "/eu/dnetlib/dhp/transformation/transformation_input_parameters.json")));
+    final ArgumentApplicationParser parser =
+        new ArgumentApplicationParser(
+            IOUtils.toString(
+                TransformSparkJobNode.class.getResourceAsStream(
+                    "/eu/dnetlib/dhp/transformation/transformation_input_parameters.json")));
 
-        parser.parseArgument(args);
+    parser.parseArgument(args);
 
-        final String inputPath = parser.get("input");
-        final String outputPath = parser.get("output");
-        final String workflowId = parser.get("workflowId");
-        final String trasformationRule =
-                extractXSLTFromTR(
-                        Objects.requireNonNull(
-                                DHPUtils.decompressString(parser.get("transformationRule"))));
-        final String master = parser.get("master");
-        final String rabbitUser = parser.get("rabbitUser");
-        final String rabbitPassword = parser.get("rabbitPassword");
-        final String rabbitHost = parser.get("rabbitHost");
-        final String rabbitReportQueue = parser.get("rabbitReportQueue");
-        final long dateOfCollection = new Long(parser.get("dateOfCollection"));
-        final boolean test =
-                parser.get("isTest") == null ? false : Boolean.valueOf(parser.get("isTest"));
+    final String inputPath = parser.get("input");
+    final String outputPath = parser.get("output");
+    final String workflowId = parser.get("workflowId");
+    final String trasformationRule =
+        extractXSLTFromTR(
+            Objects.requireNonNull(DHPUtils.decompressString(parser.get("transformationRule"))));
+    final String master = parser.get("master");
+    final String rabbitUser = parser.get("rabbitUser");
+    final String rabbitPassword = parser.get("rabbitPassword");
+    final String rabbitHost = parser.get("rabbitHost");
+    final String rabbitReportQueue = parser.get("rabbitReportQueue");
+    final long dateOfCollection = new Long(parser.get("dateOfCollection"));
+    final boolean test =
+        parser.get("isTest") == null ? false : Boolean.valueOf(parser.get("isTest"));
 
-        final SparkSession spark =
-                SparkSession.builder()
-                        .appName("TransformStoreSparkJob")
-                        .master(master)
-                        .getOrCreate();
+    final SparkSession spark =
+        SparkSession.builder().appName("TransformStoreSparkJob").master(master).getOrCreate();
 
-        final Encoder<MetadataRecord> encoder = Encoders.bean(MetadataRecord.class);
-        final Dataset<MetadataRecord> mdstoreInput =
-                spark.read().format("parquet").load(inputPath).as(encoder);
-        final LongAccumulator totalItems = spark.sparkContext().longAccumulator("TotalItems");
-        final LongAccumulator errorItems = spark.sparkContext().longAccumulator("errorItems");
-        final LongAccumulator transformedItems =
-                spark.sparkContext().longAccumulator("transformedItems");
-        final Map<String, Vocabulary> vocabularies = new HashMap<>();
-        vocabularies.put("dnet:languages", VocabularyHelper.getVocabularyFromAPI("dnet:languages"));
-        final TransformFunction transformFunction =
-                new TransformFunction(
-                        totalItems,
-                        errorItems,
-                        transformedItems,
-                        trasformationRule,
-                        dateOfCollection,
-                        vocabularies);
-        mdstoreInput.map(transformFunction, encoder).write().format("parquet").save(outputPath);
-        if (rabbitHost != null) {
-            System.out.println("SEND FINAL REPORT");
-            final Map<String, String> reportMap = new HashMap<>();
-            reportMap.put("inputItem", "" + totalItems.value());
-            reportMap.put("invalidRecords", "" + errorItems.value());
-            reportMap.put("mdStoreSize", "" + transformedItems.value());
-            System.out.println(new Message(workflowId, "Transform", MessageType.REPORT, reportMap));
-            if (!test) {
-                final MessageManager manager =
-                        new MessageManager(
-                                rabbitHost, rabbitUser, rabbitPassword, false, false, null);
-                manager.sendMessage(
-                        new Message(workflowId, "Transform", MessageType.REPORT, reportMap),
-                        rabbitReportQueue,
-                        true,
-                        false);
-                manager.close();
-            }
-        }
+    final Encoder<MetadataRecord> encoder = Encoders.bean(MetadataRecord.class);
+    final Dataset<MetadataRecord> mdstoreInput =
+        spark.read().format("parquet").load(inputPath).as(encoder);
+    final LongAccumulator totalItems = spark.sparkContext().longAccumulator("TotalItems");
+    final LongAccumulator errorItems = spark.sparkContext().longAccumulator("errorItems");
+    final LongAccumulator transformedItems =
+        spark.sparkContext().longAccumulator("transformedItems");
+    final Map<String, Vocabulary> vocabularies = new HashMap<>();
+    vocabularies.put("dnet:languages", VocabularyHelper.getVocabularyFromAPI("dnet:languages"));
+    final TransformFunction transformFunction =
+        new TransformFunction(
+            totalItems,
+            errorItems,
+            transformedItems,
+            trasformationRule,
+            dateOfCollection,
+            vocabularies);
+    mdstoreInput.map(transformFunction, encoder).write().format("parquet").save(outputPath);
+    if (rabbitHost != null) {
+      System.out.println("SEND FINAL REPORT");
+      final Map<String, String> reportMap = new HashMap<>();
+      reportMap.put("inputItem", "" + totalItems.value());
+      reportMap.put("invalidRecords", "" + errorItems.value());
+      reportMap.put("mdStoreSize", "" + transformedItems.value());
+      System.out.println(new Message(workflowId, "Transform", MessageType.REPORT, reportMap));
+      if (!test) {
+        final MessageManager manager =
+            new MessageManager(rabbitHost, rabbitUser, rabbitPassword, false, false, null);
+        manager.sendMessage(
+            new Message(workflowId, "Transform", MessageType.REPORT, reportMap),
+            rabbitReportQueue,
+            true,
+            false);
+        manager.close();
+      }
     }
+  }
 
-    private static String extractXSLTFromTR(final String tr) throws DocumentException {
-        SAXReader reader = new SAXReader();
-        Document document = reader.read(new ByteArrayInputStream(tr.getBytes()));
-        Node node = document.selectSingleNode("//CODE/*[local-name()='stylesheet']");
-        return node.asXML();
-    }
+  private static String extractXSLTFromTR(final String tr) throws DocumentException {
+    SAXReader reader = new SAXReader();
+    Document document = reader.read(new ByteArrayInputStream(tr.getBytes()));
+    Node node = document.selectSingleNode("//CODE/*[local-name()='stylesheet']");
+    return node.asXML();
+  }
 }
diff --git a/dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/transformation/functions/Cleaner.java b/dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/transformation/functions/Cleaner.java
index a15e05864f..09e77613c0 100644
--- a/dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/transformation/functions/Cleaner.java
+++ b/dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/transformation/functions/Cleaner.java
@@ -9,40 +9,40 @@ import scala.Serializable;
 
 public class Cleaner implements ExtensionFunction, Serializable {
 
-    private final Map<String, Vocabulary> vocabularies;
+  private final Map<String, Vocabulary> vocabularies;
 
-    public Cleaner(Map<String, Vocabulary> vocabularies) {
-        this.vocabularies = vocabularies;
-    }
+  public Cleaner(Map<String, Vocabulary> vocabularies) {
+    this.vocabularies = vocabularies;
+  }
 
-    @Override
-    public QName getName() {
-        return new QName("http://eu/dnetlib/trasform/extension", "clean");
-    }
+  @Override
+  public QName getName() {
+    return new QName("http://eu/dnetlib/trasform/extension", "clean");
+  }
 
-    @Override
-    public SequenceType getResultType() {
-        return SequenceType.makeSequenceType(ItemType.STRING, OccurrenceIndicator.ONE_OR_MORE);
-    }
+  @Override
+  public SequenceType getResultType() {
+    return SequenceType.makeSequenceType(ItemType.STRING, OccurrenceIndicator.ONE_OR_MORE);
+  }
 
-    @Override
-    public SequenceType[] getArgumentTypes() {
-        return new SequenceType[] {
-            SequenceType.makeSequenceType(ItemType.STRING, OccurrenceIndicator.ONE),
-            SequenceType.makeSequenceType(ItemType.STRING, OccurrenceIndicator.ONE)
-        };
-    }
+  @Override
+  public SequenceType[] getArgumentTypes() {
+    return new SequenceType[] {
+      SequenceType.makeSequenceType(ItemType.STRING, OccurrenceIndicator.ONE),
+      SequenceType.makeSequenceType(ItemType.STRING, OccurrenceIndicator.ONE)
+    };
+  }
 
-    @Override
-    public XdmValue call(XdmValue[] xdmValues) throws SaxonApiException {
-        final String currentValue = xdmValues[0].itemAt(0).getStringValue();
-        final String vocabularyName = xdmValues[1].itemAt(0).getStringValue();
-        Optional<Term> cleanedValue =
-                vocabularies.get(vocabularyName).getTerms().stream()
-                        .filter(it -> it.getNativeName().equalsIgnoreCase(currentValue))
-                        .findAny();
+  @Override
+  public XdmValue call(XdmValue[] xdmValues) throws SaxonApiException {
+    final String currentValue = xdmValues[0].itemAt(0).getStringValue();
+    final String vocabularyName = xdmValues[1].itemAt(0).getStringValue();
+    Optional<Term> cleanedValue =
+        vocabularies.get(vocabularyName).getTerms().stream()
+            .filter(it -> it.getNativeName().equalsIgnoreCase(currentValue))
+            .findAny();
 
-        return new XdmAtomicValue(
-                cleanedValue.isPresent() ? cleanedValue.get().getCode() : currentValue);
-    }
+    return new XdmAtomicValue(
+        cleanedValue.isPresent() ? cleanedValue.get().getCode() : currentValue);
+  }
 }
diff --git a/dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/transformation/vocabulary/Term.java b/dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/transformation/vocabulary/Term.java
index 3f02098b19..813a779416 100644
--- a/dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/transformation/vocabulary/Term.java
+++ b/dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/transformation/vocabulary/Term.java
@@ -4,49 +4,49 @@ import java.io.Serializable;
 
 public class Term implements Serializable {
 
-    private String englishName;
-    private String nativeName;
-    private String encoding;
-    private String code;
-    private String synonyms;
+  private String englishName;
+  private String nativeName;
+  private String encoding;
+  private String code;
+  private String synonyms;
 
-    public String getEnglishName() {
-        return englishName;
-    }
+  public String getEnglishName() {
+    return englishName;
+  }
 
-    public void setEnglishName(String englishName) {
-        this.englishName = englishName;
-    }
+  public void setEnglishName(String englishName) {
+    this.englishName = englishName;
+  }
 
-    public String getNativeName() {
-        return nativeName;
-    }
+  public String getNativeName() {
+    return nativeName;
+  }
 
-    public void setNativeName(String nativeName) {
-        this.nativeName = nativeName;
-    }
+  public void setNativeName(String nativeName) {
+    this.nativeName = nativeName;
+  }
 
-    public String getEncoding() {
-        return encoding;
-    }
+  public String getEncoding() {
+    return encoding;
+  }
 
-    public void setEncoding(String encoding) {
-        this.encoding = encoding;
-    }
+  public void setEncoding(String encoding) {
+    this.encoding = encoding;
+  }
 
-    public String getCode() {
-        return code;
-    }
+  public String getCode() {
+    return code;
+  }
 
-    public void setCode(String code) {
-        this.code = code;
-    }
+  public void setCode(String code) {
+    this.code = code;
+  }
 
-    public String getSynonyms() {
-        return synonyms;
-    }
+  public String getSynonyms() {
+    return synonyms;
+  }
 
-    public void setSynonyms(String synonyms) {
-        this.synonyms = synonyms;
-    }
+  public void setSynonyms(String synonyms) {
+    this.synonyms = synonyms;
+  }
 }
diff --git a/dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/transformation/vocabulary/Vocabulary.java b/dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/transformation/vocabulary/Vocabulary.java
index 1268924efb..0579c82440 100644
--- a/dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/transformation/vocabulary/Vocabulary.java
+++ b/dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/transformation/vocabulary/Vocabulary.java
@@ -5,49 +5,49 @@ import java.util.List;
 
 public class Vocabulary implements Serializable {
 
-    private String id;
-    private String name;
-    private String description;
-    private String code;
-    private List<Term> terms;
+  private String id;
+  private String name;
+  private String description;
+  private String code;
+  private List<Term> terms;
 
-    public String getId() {
-        return id;
-    }
+  public String getId() {
+    return id;
+  }
 
-    public void setId(String id) {
-        this.id = id;
-    }
+  public void setId(String id) {
+    this.id = id;
+  }
 
-    public String getName() {
-        return name;
-    }
+  public String getName() {
+    return name;
+  }
 
-    public void setName(String name) {
-        this.name = name;
-    }
+  public void setName(String name) {
+    this.name = name;
+  }
 
-    public String getDescription() {
-        return description;
-    }
+  public String getDescription() {
+    return description;
+  }
 
-    public void setDescription(String description) {
-        this.description = description;
-    }
+  public void setDescription(String description) {
+    this.description = description;
+  }
 
-    public String getCode() {
-        return code;
-    }
+  public String getCode() {
+    return code;
+  }
 
-    public void setCode(String code) {
-        this.code = code;
-    }
+  public void setCode(String code) {
+    this.code = code;
+  }
 
-    public List<Term> getTerms() {
-        return terms;
-    }
+  public List<Term> getTerms() {
+    return terms;
+  }
 
-    public void setTerms(List<Term> terms) {
-        this.terms = terms;
-    }
+  public void setTerms(List<Term> terms) {
+    this.terms = terms;
+  }
 }
diff --git a/dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/transformation/vocabulary/VocabularyHelper.java b/dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/transformation/vocabulary/VocabularyHelper.java
index 455777b31b..349fc53de4 100644
--- a/dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/transformation/vocabulary/VocabularyHelper.java
+++ b/dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/transformation/vocabulary/VocabularyHelper.java
@@ -8,14 +8,14 @@ import org.apache.commons.io.IOUtils;
 
 public class VocabularyHelper implements Serializable {
 
-    private static final String OPENAIRE_URL = "http://api.openaire.eu/vocabularies/%s.json";
+  private static final String OPENAIRE_URL = "http://api.openaire.eu/vocabularies/%s.json";
 
-    public static Vocabulary getVocabularyFromAPI(final String vocabularyName) throws Exception {
-        final URL url = new URL(String.format(OPENAIRE_URL, vocabularyName));
+  public static Vocabulary getVocabularyFromAPI(final String vocabularyName) throws Exception {
+    final URL url = new URL(String.format(OPENAIRE_URL, vocabularyName));
 
-        final String response = IOUtils.toString(url, Charset.defaultCharset());
-        final ObjectMapper jsonMapper = new ObjectMapper();
-        final Vocabulary vocabulary = jsonMapper.readValue(response, Vocabulary.class);
-        return vocabulary;
-    }
+    final String response = IOUtils.toString(url, Charset.defaultCharset());
+    final ObjectMapper jsonMapper = new ObjectMapper();
+    final Vocabulary vocabulary = jsonMapper.readValue(response, Vocabulary.class);
+    return vocabulary;
+  }
 }
diff --git a/dhp-workflows/dhp-aggregation/src/test/java/eu/dnetlib/dhp/collection/CollectionJobTest.java b/dhp-workflows/dhp-aggregation/src/test/java/eu/dnetlib/dhp/collection/CollectionJobTest.java
index 88fdd4b9ca..cbf0cfd01d 100644
--- a/dhp-workflows/dhp-aggregation/src/test/java/eu/dnetlib/dhp/collection/CollectionJobTest.java
+++ b/dhp-workflows/dhp-aggregation/src/test/java/eu/dnetlib/dhp/collection/CollectionJobTest.java
@@ -16,91 +16,101 @@ import org.junit.jupiter.api.Test;
 
 public class CollectionJobTest {
 
-    private Path testDir;
+  private Path testDir;
 
-    @BeforeEach
-    public void setup() throws IOException {
-        testDir = Files.createTempDirectory("dhp-collection");
-    }
+  @BeforeEach
+  public void setup() throws IOException {
+    testDir = Files.createTempDirectory("dhp-collection");
+  }
 
-    @AfterEach
-    public void teadDown() throws IOException {
-        FileUtils.deleteDirectory(testDir.toFile());
-    }
+  @AfterEach
+  public void teadDown() throws IOException {
+    FileUtils.deleteDirectory(testDir.toFile());
+  }
 
-    @Test
-    public void tesCollection() throws Exception {
-        final Provenance provenance = new Provenance("pippo", "puppa", "ns_prefix");
-        GenerateNativeStoreSparkJob.main(
-                new String[] {
-                    "-mt", "local",
-                    "-w", "wid",
-                    "-e", "XML",
-                    "-d", "" + System.currentTimeMillis(),
-                    "-p", new ObjectMapper().writeValueAsString(provenance),
-                    "-x",
-                            "./*[local-name()='record']/*[local-name()='header']/*[local-name()='identifier']",
-                    "-i",
-                            this.getClass()
-                                    .getResource("/eu/dnetlib/dhp/collection/native.seq")
-                                    .toString(),
-                    "-o", testDir.toString() + "/store",
-                    "-t", "true",
-                    "-ru", "",
-                    "-rp", "",
-                    "-rh", "",
-                    "-ro", "",
-                    "-rr", ""
-                });
-        System.out.println(new ObjectMapper().writeValueAsString(provenance));
-    }
+  @Test
+  public void tesCollection() throws Exception {
+    final Provenance provenance = new Provenance("pippo", "puppa", "ns_prefix");
+    GenerateNativeStoreSparkJob.main(
+        new String[] {
+          "-mt",
+          "local",
+          "-w",
+          "wid",
+          "-e",
+          "XML",
+          "-d",
+          "" + System.currentTimeMillis(),
+          "-p",
+          new ObjectMapper().writeValueAsString(provenance),
+          "-x",
+          "./*[local-name()='record']/*[local-name()='header']/*[local-name()='identifier']",
+          "-i",
+          this.getClass().getResource("/eu/dnetlib/dhp/collection/native.seq").toString(),
+          "-o",
+          testDir.toString() + "/store",
+          "-t",
+          "true",
+          "-ru",
+          "",
+          "-rp",
+          "",
+          "-rh",
+          "",
+          "-ro",
+          "",
+          "-rr",
+          ""
+        });
+    System.out.println(new ObjectMapper().writeValueAsString(provenance));
+  }
 
-    @Test
-    public void testGenerationMetadataRecord() throws Exception {
+  @Test
+  public void testGenerationMetadataRecord() throws Exception {
 
-        final String xml = IOUtils.toString(this.getClass().getResourceAsStream("./record.xml"));
+    final String xml = IOUtils.toString(this.getClass().getResourceAsStream("./record.xml"));
 
-        final MetadataRecord record =
-                GenerateNativeStoreSparkJob.parseRecord(
-                        xml,
-                        "./*[local-name()='record']/*[local-name()='header']/*[local-name()='identifier']",
-                        "XML",
-                        new Provenance("foo", "bar", "ns_prefix"),
-                        System.currentTimeMillis(),
-                        null,
-                        null);
+    final MetadataRecord record =
+        GenerateNativeStoreSparkJob.parseRecord(
+            xml,
+            "./*[local-name()='record']/*[local-name()='header']/*[local-name()='identifier']",
+            "XML",
+            new Provenance("foo", "bar", "ns_prefix"),
+            System.currentTimeMillis(),
+            null,
+            null);
 
-        assert record != null;
-        System.out.println(record.getId());
-        System.out.println(record.getOriginalId());
-    }
+    assert record != null;
+    System.out.println(record.getId());
+    System.out.println(record.getOriginalId());
+  }
 
-    @Test
-    public void TestEquals() throws IOException {
+  @Test
+  public void TestEquals() throws IOException {
 
-        final String xml = IOUtils.toString(this.getClass().getResourceAsStream("./record.xml"));
-        final MetadataRecord record =
-                GenerateNativeStoreSparkJob.parseRecord(
-                        xml,
-                        "./*[local-name()='record']/*[local-name()='header']/*[local-name()='identifier']",
-                        "XML",
-                        new Provenance("foo", "bar", "ns_prefix"),
-                        System.currentTimeMillis(),
-                        null,
-                        null);
-        final MetadataRecord record1 =
-                GenerateNativeStoreSparkJob.parseRecord(
-                        xml,
-                        "./*[local-name()='record']/*[local-name()='header']/*[local-name()='identifier']",
-                        "XML",
-                        new Provenance("foo", "bar", "ns_prefix"),
-                        System.currentTimeMillis(),
-                        null,
-                        null);
-        assert record != null;
-        record.setBody("ciao");
-        assert record1 != null;
-        record1.setBody("mondo");
-        assertEquals(record, record1);
-    }
+    final String xml = IOUtils.toString(this.getClass().getResourceAsStream("./record.xml"));
+    final MetadataRecord record =
+        GenerateNativeStoreSparkJob.parseRecord(
+            xml,
+            "./*[local-name()='record']/*[local-name()='header']/*[local-name()='identifier']",
+            "XML",
+            new Provenance("foo", "bar", "ns_prefix"),
+            System.currentTimeMillis(),
+            null,
+            null);
+    final MetadataRecord record1 =
+        GenerateNativeStoreSparkJob.parseRecord(
+            xml,
+            "./*[local-name()='record']/*[local-name()='header']/*[local-name()='identifier']",
+            "XML",
+            new Provenance("foo", "bar", "ns_prefix"),
+            System.currentTimeMillis(),
+            null,
+            null);
+    assert record != null;
+    record.setBody("ciao");
+    assert record1 != null;
+    record1.setBody("mondo");
+    assertEquals(record, record1);
+  }
 }
diff --git a/dhp-workflows/dhp-aggregation/src/test/java/eu/dnetlib/dhp/collector/worker/DnetCollectorWorkerApplicationTests.java b/dhp-workflows/dhp-aggregation/src/test/java/eu/dnetlib/dhp/collector/worker/DnetCollectorWorkerApplicationTests.java
index 7957d90416..a524d75e7f 100644
--- a/dhp-workflows/dhp-aggregation/src/test/java/eu/dnetlib/dhp/collector/worker/DnetCollectorWorkerApplicationTests.java
+++ b/dhp-workflows/dhp-aggregation/src/test/java/eu/dnetlib/dhp/collector/worker/DnetCollectorWorkerApplicationTests.java
@@ -17,75 +17,72 @@ import org.junit.jupiter.api.Test;
 
 public class DnetCollectorWorkerApplicationTests {
 
-    private ArgumentApplicationParser argumentParser = mock(ArgumentApplicationParser.class);
-    private MessageManager messageManager = mock(MessageManager.class);
+  private ArgumentApplicationParser argumentParser = mock(ArgumentApplicationParser.class);
+  private MessageManager messageManager = mock(MessageManager.class);
 
-    private DnetCollectorWorker worker;
+  private DnetCollectorWorker worker;
 
-    @BeforeEach
-    public void setup() throws Exception {
-        ObjectMapper mapper = new ObjectMapper();
-        final String apiJson = mapper.writeValueAsString(getApi());
-        when(argumentParser.get("apidescriptor")).thenReturn(apiJson);
-        when(argumentParser.get("namenode")).thenReturn("file://tmp/test.seq");
-        when(argumentParser.get("hdfsPath")).thenReturn("/tmp/file.seq");
-        when(argumentParser.get("userHDFS")).thenReturn("sandro");
-        when(argumentParser.get("workflowId")).thenReturn("sandro");
-        when(argumentParser.get("rabbitOngoingQueue")).thenReturn("sandro");
+  @BeforeEach
+  public void setup() throws Exception {
+    ObjectMapper mapper = new ObjectMapper();
+    final String apiJson = mapper.writeValueAsString(getApi());
+    when(argumentParser.get("apidescriptor")).thenReturn(apiJson);
+    when(argumentParser.get("namenode")).thenReturn("file://tmp/test.seq");
+    when(argumentParser.get("hdfsPath")).thenReturn("/tmp/file.seq");
+    when(argumentParser.get("userHDFS")).thenReturn("sandro");
+    when(argumentParser.get("workflowId")).thenReturn("sandro");
+    when(argumentParser.get("rabbitOngoingQueue")).thenReturn("sandro");
 
-        when(messageManager.sendMessage(
-                        any(Message.class), anyString(), anyBoolean(), anyBoolean()))
-                .thenAnswer(
-                        a -> {
-                            System.out.println("sent message: " + a.getArguments()[0]);
-                            return true;
-                        });
-        when(messageManager.sendMessage(any(Message.class), anyString()))
-                .thenAnswer(
-                        a -> {
-                            System.out.println("Called");
-                            return true;
-                        });
-        worker =
-                new DnetCollectorWorker(
-                        new CollectorPluginFactory(), argumentParser, messageManager);
-    }
+    when(messageManager.sendMessage(any(Message.class), anyString(), anyBoolean(), anyBoolean()))
+        .thenAnswer(
+            a -> {
+              System.out.println("sent message: " + a.getArguments()[0]);
+              return true;
+            });
+    when(messageManager.sendMessage(any(Message.class), anyString()))
+        .thenAnswer(
+            a -> {
+              System.out.println("Called");
+              return true;
+            });
+    worker = new DnetCollectorWorker(new CollectorPluginFactory(), argumentParser, messageManager);
+  }
 
-    @AfterEach
-    public void dropDown() {
-        File f = new File("/tmp/file.seq");
-        f.delete();
-    }
+  @AfterEach
+  public void dropDown() {
+    File f = new File("/tmp/file.seq");
+    f.delete();
+  }
 
-    @Test
-    public void testFindPlugin() throws Exception {
-        final CollectorPluginFactory collectorPluginEnumerator = new CollectorPluginFactory();
-        assertNotNull(collectorPluginEnumerator.getPluginByProtocol("oai"));
-        assertNotNull(collectorPluginEnumerator.getPluginByProtocol("OAI"));
-    }
+  @Test
+  public void testFindPlugin() throws Exception {
+    final CollectorPluginFactory collectorPluginEnumerator = new CollectorPluginFactory();
+    assertNotNull(collectorPluginEnumerator.getPluginByProtocol("oai"));
+    assertNotNull(collectorPluginEnumerator.getPluginByProtocol("OAI"));
+  }
 
-    @Test
-    public void testCollectionOAI() throws Exception {
-        final ApiDescriptor api = new ApiDescriptor();
-        api.setId("oai");
-        api.setProtocol("oai");
-        api.setBaseUrl("http://www.revista.vocesdelaeducacion.com.mx/index.php/index/oai");
-        api.getParams().put("format", "oai_dc");
-        ObjectMapper mapper = new ObjectMapper();
-        assertNotNull(mapper.writeValueAsString(api));
-    }
+  @Test
+  public void testCollectionOAI() throws Exception {
+    final ApiDescriptor api = new ApiDescriptor();
+    api.setId("oai");
+    api.setProtocol("oai");
+    api.setBaseUrl("http://www.revista.vocesdelaeducacion.com.mx/index.php/index/oai");
+    api.getParams().put("format", "oai_dc");
+    ObjectMapper mapper = new ObjectMapper();
+    assertNotNull(mapper.writeValueAsString(api));
+  }
 
-    @Test
-    public void testFeeding() throws Exception {
-        worker.collect();
-    }
+  @Test
+  public void testFeeding() throws Exception {
+    worker.collect();
+  }
 
-    private ApiDescriptor getApi() {
-        final ApiDescriptor api = new ApiDescriptor();
-        api.setId("oai");
-        api.setProtocol("oai");
-        api.setBaseUrl("http://www.revista.vocesdelaeducacion.com.mx/index.php/index/oai");
-        api.getParams().put("format", "oai_dc");
-        return api;
-    }
+  private ApiDescriptor getApi() {
+    final ApiDescriptor api = new ApiDescriptor();
+    api.setId("oai");
+    api.setProtocol("oai");
+    api.setBaseUrl("http://www.revista.vocesdelaeducacion.com.mx/index.php/index/oai");
+    api.getParams().put("format", "oai_dc");
+    return api;
+  }
 }
diff --git a/dhp-workflows/dhp-aggregation/src/test/java/eu/dnetlib/dhp/transformation/TransformationJobTest.java b/dhp-workflows/dhp-aggregation/src/test/java/eu/dnetlib/dhp/transformation/TransformationJobTest.java
index 5bc9434cb1..12a89053e4 100644
--- a/dhp-workflows/dhp-aggregation/src/test/java/eu/dnetlib/dhp/transformation/TransformationJobTest.java
+++ b/dhp-workflows/dhp-aggregation/src/test/java/eu/dnetlib/dhp/transformation/TransformationJobTest.java
@@ -29,121 +29,124 @@ import org.mockito.junit.jupiter.MockitoExtension;
 @ExtendWith(MockitoExtension.class)
 public class TransformationJobTest {
 
-    @Mock private LongAccumulator accumulator;
+  @Mock private LongAccumulator accumulator;
 
-    @Test
-    public void testTransformSaxonHE() throws Exception {
+  @Test
+  public void testTransformSaxonHE() throws Exception {
 
-        Map<String, Vocabulary> vocabularies = new HashMap<>();
-        vocabularies.put("dnet:languages", VocabularyHelper.getVocabularyFromAPI("dnet:languages"));
-        Cleaner cleanFunction = new Cleaner(vocabularies);
-        Processor proc = new Processor(false);
-        proc.registerExtensionFunction(cleanFunction);
-        final XsltCompiler comp = proc.newXsltCompiler();
-        XsltExecutable exp =
-                comp.compile(
-                        new StreamSource(
-                                this.getClass()
-                                        .getResourceAsStream(
-                                                "/eu/dnetlib/dhp/transform/ext_simple.xsl")));
-        XdmNode source =
-                proc.newDocumentBuilder()
-                        .build(
-                                new StreamSource(
-                                        this.getClass()
-                                                .getResourceAsStream(
-                                                        "/eu/dnetlib/dhp/transform/input.xml")));
-        XsltTransformer trans = exp.load();
-        trans.setInitialContextNode(source);
-        final StringWriter output = new StringWriter();
-        Serializer out = proc.newSerializer(output);
-        out.setOutputProperty(Serializer.Property.METHOD, "xml");
-        out.setOutputProperty(Serializer.Property.INDENT, "yes");
-        trans.setDestination(out);
-        trans.transform();
-        System.out.println(output.toString());
-    }
+    Map<String, Vocabulary> vocabularies = new HashMap<>();
+    vocabularies.put("dnet:languages", VocabularyHelper.getVocabularyFromAPI("dnet:languages"));
+    Cleaner cleanFunction = new Cleaner(vocabularies);
+    Processor proc = new Processor(false);
+    proc.registerExtensionFunction(cleanFunction);
+    final XsltCompiler comp = proc.newXsltCompiler();
+    XsltExecutable exp =
+        comp.compile(
+            new StreamSource(
+                this.getClass().getResourceAsStream("/eu/dnetlib/dhp/transform/ext_simple.xsl")));
+    XdmNode source =
+        proc.newDocumentBuilder()
+            .build(
+                new StreamSource(
+                    this.getClass().getResourceAsStream("/eu/dnetlib/dhp/transform/input.xml")));
+    XsltTransformer trans = exp.load();
+    trans.setInitialContextNode(source);
+    final StringWriter output = new StringWriter();
+    Serializer out = proc.newSerializer(output);
+    out.setOutputProperty(Serializer.Property.METHOD, "xml");
+    out.setOutputProperty(Serializer.Property.INDENT, "yes");
+    trans.setDestination(out);
+    trans.transform();
+    System.out.println(output.toString());
+  }
 
-    @DisplayName("Test TransformSparkJobNode.main")
-    @Test
-    public void transformTest(@TempDir Path testDir) throws Exception {
-        final String mdstore_input =
-                this.getClass().getResource("/eu/dnetlib/dhp/transform/mdstorenative").getFile();
-        final String mdstore_output = testDir.toString() + "/version";
-        final String xslt =
-                DHPUtils.compressString(
-                        IOUtils.toString(
-                                this.getClass()
-                                        .getResourceAsStream("/eu/dnetlib/dhp/transform/tr.xml")));
-        TransformSparkJobNode.main(
-                new String[] {
-                    "-mt", "local",
-                    "-i", mdstore_input,
-                    "-o", mdstore_output,
-                    "-d", "1",
-                    "-w", "1",
-                    "-tr", xslt,
-                    "-t", "true",
-                    "-ru", "",
-                    "-rp", "",
-                    "-rh", "",
-                    "-ro", "",
-                    "-rr", ""
-                });
-    }
+  @DisplayName("Test TransformSparkJobNode.main")
+  @Test
+  public void transformTest(@TempDir Path testDir) throws Exception {
+    final String mdstore_input =
+        this.getClass().getResource("/eu/dnetlib/dhp/transform/mdstorenative").getFile();
+    final String mdstore_output = testDir.toString() + "/version";
+    final String xslt =
+        DHPUtils.compressString(
+            IOUtils.toString(
+                this.getClass().getResourceAsStream("/eu/dnetlib/dhp/transform/tr.xml")));
+    TransformSparkJobNode.main(
+        new String[] {
+          "-mt",
+          "local",
+          "-i",
+          mdstore_input,
+          "-o",
+          mdstore_output,
+          "-d",
+          "1",
+          "-w",
+          "1",
+          "-tr",
+          xslt,
+          "-t",
+          "true",
+          "-ru",
+          "",
+          "-rp",
+          "",
+          "-rh",
+          "",
+          "-ro",
+          "",
+          "-rr",
+          ""
+        });
+  }
 
-    @Test
-    public void tryLoadFolderOnCP() throws Exception {
-        final String path =
-                this.getClass().getResource("/eu/dnetlib/dhp/transform/mdstorenative").getFile();
-        System.out.println("path = " + path);
+  @Test
+  public void tryLoadFolderOnCP() throws Exception {
+    final String path =
+        this.getClass().getResource("/eu/dnetlib/dhp/transform/mdstorenative").getFile();
+    System.out.println("path = " + path);
 
-        Path tempDirWithPrefix = Files.createTempDirectory("mdstore_output");
+    Path tempDirWithPrefix = Files.createTempDirectory("mdstore_output");
 
-        System.out.println(tempDirWithPrefix.toFile().getAbsolutePath());
+    System.out.println(tempDirWithPrefix.toFile().getAbsolutePath());
 
-        Files.deleteIfExists(tempDirWithPrefix);
-    }
+    Files.deleteIfExists(tempDirWithPrefix);
+  }
 
-    @Test
-    public void testTransformFunction() throws Exception {
-        SAXReader reader = new SAXReader();
-        Document document =
-                reader.read(
-                        this.getClass().getResourceAsStream("/eu/dnetlib/dhp/transform/tr.xml"));
-        Node node = document.selectSingleNode("//CODE/*[local-name()='stylesheet']");
-        final String xslt = node.asXML();
-        Map<String, Vocabulary> vocabularies = new HashMap<>();
-        vocabularies.put("dnet:languages", VocabularyHelper.getVocabularyFromAPI("dnet:languages"));
+  @Test
+  public void testTransformFunction() throws Exception {
+    SAXReader reader = new SAXReader();
+    Document document =
+        reader.read(this.getClass().getResourceAsStream("/eu/dnetlib/dhp/transform/tr.xml"));
+    Node node = document.selectSingleNode("//CODE/*[local-name()='stylesheet']");
+    final String xslt = node.asXML();
+    Map<String, Vocabulary> vocabularies = new HashMap<>();
+    vocabularies.put("dnet:languages", VocabularyHelper.getVocabularyFromAPI("dnet:languages"));
 
-        TransformFunction tf =
-                new TransformFunction(accumulator, accumulator, accumulator, xslt, 1, vocabularies);
+    TransformFunction tf =
+        new TransformFunction(accumulator, accumulator, accumulator, xslt, 1, vocabularies);
 
-        MetadataRecord record = new MetadataRecord();
-        record.setBody(
-                IOUtils.toString(
-                        this.getClass()
-                                .getResourceAsStream("/eu/dnetlib/dhp/transform/input.xml")));
+    MetadataRecord record = new MetadataRecord();
+    record.setBody(
+        IOUtils.toString(
+            this.getClass().getResourceAsStream("/eu/dnetlib/dhp/transform/input.xml")));
 
-        final MetadataRecord result = tf.call(record);
-        assertNotNull(result.getBody());
+    final MetadataRecord result = tf.call(record);
+    assertNotNull(result.getBody());
 
-        System.out.println(result.getBody());
-    }
+    System.out.println(result.getBody());
+  }
 
-    @Test
-    public void extractTr() throws Exception {
+  @Test
+  public void extractTr() throws Exception {
 
-        final String xmlTr =
-                IOUtils.toString(
-                        this.getClass().getResourceAsStream("/eu/dnetlib/dhp/transform/tr.xml"));
+    final String xmlTr =
+        IOUtils.toString(this.getClass().getResourceAsStream("/eu/dnetlib/dhp/transform/tr.xml"));
 
-        SAXReader reader = new SAXReader();
-        Document document =
-                reader.read(
-                        this.getClass().getResourceAsStream("/eu/dnetlib/dhp/transform/tr.xml"));
-        Node node = document.selectSingleNode("//CODE/*[local-name()='stylesheet']");
+    SAXReader reader = new SAXReader();
+    Document document =
+        reader.read(this.getClass().getResourceAsStream("/eu/dnetlib/dhp/transform/tr.xml"));
+    Node node = document.selectSingleNode("//CODE/*[local-name()='stylesheet']");
 
-        System.out.println(node.asXML());
-    }
+    System.out.println(node.asXML());
+  }
 }
diff --git a/dhp-workflows/dhp-aggregation/src/test/java/eu/dnetlib/dhp/transformation/vocabulary/VocabularyTest.java b/dhp-workflows/dhp-aggregation/src/test/java/eu/dnetlib/dhp/transformation/vocabulary/VocabularyTest.java
index 04b933fb52..3732c5e82c 100644
--- a/dhp-workflows/dhp-aggregation/src/test/java/eu/dnetlib/dhp/transformation/vocabulary/VocabularyTest.java
+++ b/dhp-workflows/dhp-aggregation/src/test/java/eu/dnetlib/dhp/transformation/vocabulary/VocabularyTest.java
@@ -6,10 +6,10 @@ import org.junit.jupiter.api.Test;
 
 public class VocabularyTest {
 
-    @Test
-    public void testLoadVocabulary() throws Exception {
+  @Test
+  public void testLoadVocabulary() throws Exception {
 
-        final Vocabulary vocabulary = VocabularyHelper.getVocabularyFromAPI("dnet:languages");
-        assertEquals("dnet:languages", vocabulary.getName());
-    }
+    final Vocabulary vocabulary = VocabularyHelper.getVocabularyFromAPI("dnet:languages");
+    assertEquals("dnet:languages", vocabulary.getName());
+  }
 }
diff --git a/dhp-workflows/dhp-dedup-openaire/src/main/java/eu/dnetlib/dhp/oa/dedup/AbstractSparkAction.java b/dhp-workflows/dhp-dedup-openaire/src/main/java/eu/dnetlib/dhp/oa/dedup/AbstractSparkAction.java
index bb310050ce..0c4a77be9d 100644
--- a/dhp-workflows/dhp-dedup-openaire/src/main/java/eu/dnetlib/dhp/oa/dedup/AbstractSparkAction.java
+++ b/dhp-workflows/dhp-dedup-openaire/src/main/java/eu/dnetlib/dhp/oa/dedup/AbstractSparkAction.java
@@ -24,71 +24,70 @@ import org.dom4j.io.SAXReader;
 
 abstract class AbstractSparkAction implements Serializable {
 
-    protected static final ObjectMapper OBJECT_MAPPER =
-            new ObjectMapper().configure(DeserializationFeature.FAIL_ON_UNKNOWN_PROPERTIES, false);
+  protected static final ObjectMapper OBJECT_MAPPER =
+      new ObjectMapper().configure(DeserializationFeature.FAIL_ON_UNKNOWN_PROPERTIES, false);
 
-    public ArgumentApplicationParser parser; // parameters for the spark action
-    public SparkSession spark; // the spark session
+  public ArgumentApplicationParser parser; // parameters for the spark action
+  public SparkSession spark; // the spark session
 
-    public AbstractSparkAction(ArgumentApplicationParser parser, SparkSession spark) {
+  public AbstractSparkAction(ArgumentApplicationParser parser, SparkSession spark) {
 
-        this.parser = parser;
-        this.spark = spark;
+    this.parser = parser;
+    this.spark = spark;
+  }
+
+  public List<DedupConfig> getConfigurations(ISLookUpService isLookUpService, String orchestrator)
+      throws ISLookUpException, DocumentException, IOException {
+
+    final String xquery =
+        String.format("/RESOURCE_PROFILE[.//DEDUPLICATION/ACTION_SET/@id = '%s']", orchestrator);
+
+    String orchestratorProfile = isLookUpService.getResourceProfileByQuery(xquery);
+
+    final Document doc = new SAXReader().read(new StringReader(orchestratorProfile));
+
+    final String actionSetId = doc.valueOf("//DEDUPLICATION/ACTION_SET/@id");
+
+    final List<DedupConfig> configurations = new ArrayList<>();
+
+    for (final Object o : doc.selectNodes("//SCAN_SEQUENCE/SCAN")) {
+      configurations.add(loadConfig(isLookUpService, actionSetId, o));
     }
 
-    public List<DedupConfig> getConfigurations(ISLookUpService isLookUpService, String orchestrator)
-            throws ISLookUpException, DocumentException, IOException {
+    return configurations;
+  }
 
-        final String xquery =
-                String.format(
-                        "/RESOURCE_PROFILE[.//DEDUPLICATION/ACTION_SET/@id = '%s']", orchestrator);
+  private DedupConfig loadConfig(
+      final ISLookUpService isLookUpService, final String actionSetId, final Object o)
+      throws ISLookUpException, IOException {
+    final Element s = (Element) o;
+    final String configProfileId = s.attributeValue("id");
+    final String conf =
+        isLookUpService.getResourceProfileByQuery(
+            String.format(
+                "for $x in /RESOURCE_PROFILE[.//RESOURCE_IDENTIFIER/@value = '%s'] return $x//DEDUPLICATION/text()",
+                configProfileId));
 
-        String orchestratorProfile = isLookUpService.getResourceProfileByQuery(xquery);
+    DedupConfig dedupConfig = new ObjectMapper().readValue(conf, DedupConfig.class);
+    dedupConfig.getPace().initModel();
+    dedupConfig.getPace().initTranslationMap();
+    dedupConfig.getWf().setConfigurationId(actionSetId);
 
-        final Document doc = new SAXReader().read(new StringReader(orchestratorProfile));
+    return dedupConfig;
+  }
 
-        final String actionSetId = doc.valueOf("//DEDUPLICATION/ACTION_SET/@id");
+  abstract void run(ISLookUpService isLookUpService)
+      throws DocumentException, IOException, ISLookUpException;
 
-        final List<DedupConfig> configurations = new ArrayList<>();
+  protected static SparkSession getSparkSession(SparkConf conf) {
+    return SparkSession.builder().config(conf).getOrCreate();
+  }
 
-        for (final Object o : doc.selectNodes("//SCAN_SEQUENCE/SCAN")) {
-            configurations.add(loadConfig(isLookUpService, actionSetId, o));
-        }
+  protected static <T> void save(Dataset<T> dataset, String outPath, SaveMode mode) {
+    dataset.write().option("compression", "gzip").mode(mode).json(outPath);
+  }
 
-        return configurations;
-    }
-
-    private DedupConfig loadConfig(
-            final ISLookUpService isLookUpService, final String actionSetId, final Object o)
-            throws ISLookUpException, IOException {
-        final Element s = (Element) o;
-        final String configProfileId = s.attributeValue("id");
-        final String conf =
-                isLookUpService.getResourceProfileByQuery(
-                        String.format(
-                                "for $x in /RESOURCE_PROFILE[.//RESOURCE_IDENTIFIER/@value = '%s'] return $x//DEDUPLICATION/text()",
-                                configProfileId));
-
-        DedupConfig dedupConfig = new ObjectMapper().readValue(conf, DedupConfig.class);
-        dedupConfig.getPace().initModel();
-        dedupConfig.getPace().initTranslationMap();
-        dedupConfig.getWf().setConfigurationId(actionSetId);
-
-        return dedupConfig;
-    }
-
-    abstract void run(ISLookUpService isLookUpService)
-            throws DocumentException, IOException, ISLookUpException;
-
-    protected static SparkSession getSparkSession(SparkConf conf) {
-        return SparkSession.builder().config(conf).getOrCreate();
-    }
-
-    protected static <T> void save(Dataset<T> dataset, String outPath, SaveMode mode) {
-        dataset.write().option("compression", "gzip").mode(mode).json(outPath);
-    }
-
-    protected static void removeOutputDir(SparkSession spark, String path) {
-        HdfsSupport.remove(path, spark.sparkContext().hadoopConfiguration());
-    }
+  protected static void removeOutputDir(SparkSession spark, String path) {
+    HdfsSupport.remove(path, spark.sparkContext().hadoopConfiguration());
+  }
 }
diff --git a/dhp-workflows/dhp-dedup-openaire/src/main/java/eu/dnetlib/dhp/oa/dedup/DatePicker.java b/dhp-workflows/dhp-dedup-openaire/src/main/java/eu/dnetlib/dhp/oa/dedup/DatePicker.java
index 905fbace69..098d024f4b 100644
--- a/dhp-workflows/dhp-dedup-openaire/src/main/java/eu/dnetlib/dhp/oa/dedup/DatePicker.java
+++ b/dhp-workflows/dhp-dedup-openaire/src/main/java/eu/dnetlib/dhp/oa/dedup/DatePicker.java
@@ -14,110 +14,100 @@ import org.apache.commons.lang.StringUtils;
 
 public class DatePicker {
 
-    private static final String DATE_PATTERN = "\\d{4}-\\d{2}-\\d{2}";
-    private static final String DATE_DEFAULT_SUFFIX = "01-01";
-    private static final int YEAR_LB = 1300;
-    private static final int YEAR_UB = Year.now().getValue() + 5;
+  private static final String DATE_PATTERN = "\\d{4}-\\d{2}-\\d{2}";
+  private static final String DATE_DEFAULT_SUFFIX = "01-01";
+  private static final int YEAR_LB = 1300;
+  private static final int YEAR_UB = Year.now().getValue() + 5;
 
-    public static Field<String> pick(final Collection<String> dateofacceptance) {
+  public static Field<String> pick(final Collection<String> dateofacceptance) {
 
-        final Map<String, Integer> frequencies =
-                dateofacceptance
-                        .parallelStream()
-                        .filter(StringUtils::isNotBlank)
-                        .collect(Collectors.toConcurrentMap(w -> w, w -> 1, Integer::sum));
+    final Map<String, Integer> frequencies =
+        dateofacceptance
+            .parallelStream()
+            .filter(StringUtils::isNotBlank)
+            .collect(Collectors.toConcurrentMap(w -> w, w -> 1, Integer::sum));
 
-        if (frequencies.isEmpty()) {
-            return new Field<>();
-        }
-
-        final Field<String> date = new Field<>();
-        date.setValue(frequencies.keySet().iterator().next());
-
-        // let's sort this map by values first, filtering out invalid dates
-        final Map<String, Integer> sorted =
-                frequencies.entrySet().stream()
-                        .filter(d -> StringUtils.isNotBlank(d.getKey()))
-                        .filter(d -> d.getKey().matches(DATE_PATTERN))
-                        .filter(d -> inRange(d.getKey()))
-                        .sorted(reverseOrder(comparingByValue()))
-                        .collect(
-                                toMap(
-                                        Map.Entry::getKey,
-                                        Map.Entry::getValue,
-                                        (e1, e2) -> e2,
-                                        LinkedHashMap::new));
-
-        // shortcut
-        if (sorted.size() == 0) {
-            return date;
-        }
-
-        // voting method (1/3 + 1) wins
-        if (sorted.size() >= 3) {
-            final int acceptThreshold = (sorted.size() / 3) + 1;
-            final List<String> accepted =
-                    sorted.entrySet().stream()
-                            .filter(e -> e.getValue() >= acceptThreshold)
-                            .map(e -> e.getKey())
-                            .collect(Collectors.toList());
-
-            // cannot find strong majority
-            if (accepted.isEmpty()) {
-                final int max = sorted.values().iterator().next();
-                Optional<String> first =
-                        sorted.entrySet().stream()
-                                .filter(
-                                        e ->
-                                                e.getValue() == max
-                                                        && !endsWith(
-                                                                e.getKey(), DATE_DEFAULT_SUFFIX))
-                                .map(Map.Entry::getKey)
-                                .findFirst();
-                if (first.isPresent()) {
-                    date.setValue(first.get());
-                    return date;
-                }
-
-                date.setValue(sorted.keySet().iterator().next());
-                return date;
-            }
-
-            if (accepted.size() == 1) {
-                date.setValue(accepted.get(0));
-                return date;
-            } else {
-                final Optional<String> first =
-                        accepted.stream()
-                                .filter(d -> !endsWith(d, DATE_DEFAULT_SUFFIX))
-                                .findFirst();
-                if (first.isPresent()) {
-                    date.setValue(first.get());
-                    return date;
-                }
-
-                return date;
-            }
-
-            // 1st non YYYY-01-01 is returned
-        } else {
-            if (sorted.size() == 2) {
-                for (Map.Entry<String, Integer> e : sorted.entrySet()) {
-                    if (!endsWith(e.getKey(), DATE_DEFAULT_SUFFIX)) {
-                        date.setValue(e.getKey());
-                        return date;
-                    }
-                }
-            }
-
-            // none of the dates seems good enough, return the 1st one
-            date.setValue(sorted.keySet().iterator().next());
-            return date;
-        }
+    if (frequencies.isEmpty()) {
+      return new Field<>();
     }
 
-    private static boolean inRange(final String date) {
-        final int year = Integer.parseInt(substringBefore(date, "-"));
-        return year >= YEAR_LB && year <= YEAR_UB;
+    final Field<String> date = new Field<>();
+    date.setValue(frequencies.keySet().iterator().next());
+
+    // let's sort this map by values first, filtering out invalid dates
+    final Map<String, Integer> sorted =
+        frequencies.entrySet().stream()
+            .filter(d -> StringUtils.isNotBlank(d.getKey()))
+            .filter(d -> d.getKey().matches(DATE_PATTERN))
+            .filter(d -> inRange(d.getKey()))
+            .sorted(reverseOrder(comparingByValue()))
+            .collect(
+                toMap(Map.Entry::getKey, Map.Entry::getValue, (e1, e2) -> e2, LinkedHashMap::new));
+
+    // shortcut
+    if (sorted.size() == 0) {
+      return date;
     }
+
+    // voting method (1/3 + 1) wins
+    if (sorted.size() >= 3) {
+      final int acceptThreshold = (sorted.size() / 3) + 1;
+      final List<String> accepted =
+          sorted.entrySet().stream()
+              .filter(e -> e.getValue() >= acceptThreshold)
+              .map(e -> e.getKey())
+              .collect(Collectors.toList());
+
+      // cannot find strong majority
+      if (accepted.isEmpty()) {
+        final int max = sorted.values().iterator().next();
+        Optional<String> first =
+            sorted.entrySet().stream()
+                .filter(e -> e.getValue() == max && !endsWith(e.getKey(), DATE_DEFAULT_SUFFIX))
+                .map(Map.Entry::getKey)
+                .findFirst();
+        if (first.isPresent()) {
+          date.setValue(first.get());
+          return date;
+        }
+
+        date.setValue(sorted.keySet().iterator().next());
+        return date;
+      }
+
+      if (accepted.size() == 1) {
+        date.setValue(accepted.get(0));
+        return date;
+      } else {
+        final Optional<String> first =
+            accepted.stream().filter(d -> !endsWith(d, DATE_DEFAULT_SUFFIX)).findFirst();
+        if (first.isPresent()) {
+          date.setValue(first.get());
+          return date;
+        }
+
+        return date;
+      }
+
+      // 1st non YYYY-01-01 is returned
+    } else {
+      if (sorted.size() == 2) {
+        for (Map.Entry<String, Integer> e : sorted.entrySet()) {
+          if (!endsWith(e.getKey(), DATE_DEFAULT_SUFFIX)) {
+            date.setValue(e.getKey());
+            return date;
+          }
+        }
+      }
+
+      // none of the dates seems good enough, return the 1st one
+      date.setValue(sorted.keySet().iterator().next());
+      return date;
+    }
+  }
+
+  private static boolean inRange(final String date) {
+    final int year = Integer.parseInt(substringBefore(date, "-"));
+    return year >= YEAR_LB && year <= YEAR_UB;
+  }
 }
diff --git a/dhp-workflows/dhp-dedup-openaire/src/main/java/eu/dnetlib/dhp/oa/dedup/DedupRecordFactory.java b/dhp-workflows/dhp-dedup-openaire/src/main/java/eu/dnetlib/dhp/oa/dedup/DedupRecordFactory.java
index 47aab1d207..5a806c0a0d 100644
--- a/dhp-workflows/dhp-dedup-openaire/src/main/java/eu/dnetlib/dhp/oa/dedup/DedupRecordFactory.java
+++ b/dhp-workflows/dhp-dedup-openaire/src/main/java/eu/dnetlib/dhp/oa/dedup/DedupRecordFactory.java
@@ -18,89 +18,88 @@ import scala.Tuple2;
 
 public class DedupRecordFactory {
 
-    private static final Logger log = LoggerFactory.getLogger(DedupRecordFactory.class);
+  private static final Logger log = LoggerFactory.getLogger(DedupRecordFactory.class);
 
-    protected static final ObjectMapper OBJECT_MAPPER =
-            new ObjectMapper().configure(DeserializationFeature.FAIL_ON_UNKNOWN_PROPERTIES, false);
+  protected static final ObjectMapper OBJECT_MAPPER =
+      new ObjectMapper().configure(DeserializationFeature.FAIL_ON_UNKNOWN_PROPERTIES, false);
 
-    public static <T extends OafEntity> Dataset<T> createDedupRecord(
-            final SparkSession spark,
-            final DataInfo dataInfo,
-            final String mergeRelsInputPath,
-            final String entitiesInputPath,
-            final Class<T> clazz) {
+  public static <T extends OafEntity> Dataset<T> createDedupRecord(
+      final SparkSession spark,
+      final DataInfo dataInfo,
+      final String mergeRelsInputPath,
+      final String entitiesInputPath,
+      final Class<T> clazz) {
 
-        long ts = System.currentTimeMillis();
+    long ts = System.currentTimeMillis();
 
-        // <id, json_entity>
-        Dataset<Tuple2<String, T>> entities =
-                spark.read()
-                        .textFile(entitiesInputPath)
-                        .map(
-                                (MapFunction<String, Tuple2<String, T>>)
-                                        it -> {
-                                            T entity = OBJECT_MAPPER.readValue(it, clazz);
-                                            return new Tuple2<>(entity.getId(), entity);
-                                        },
-                                Encoders.tuple(Encoders.STRING(), Encoders.kryo(clazz)));
+    // <id, json_entity>
+    Dataset<Tuple2<String, T>> entities =
+        spark
+            .read()
+            .textFile(entitiesInputPath)
+            .map(
+                (MapFunction<String, Tuple2<String, T>>)
+                    it -> {
+                      T entity = OBJECT_MAPPER.readValue(it, clazz);
+                      return new Tuple2<>(entity.getId(), entity);
+                    },
+                Encoders.tuple(Encoders.STRING(), Encoders.kryo(clazz)));
 
-        // <source, target>: source is the dedup_id, target is the id of the mergedIn
-        Dataset<Tuple2<String, String>> mergeRels =
-                spark.read()
-                        .load(mergeRelsInputPath)
-                        .as(Encoders.bean(Relation.class))
-                        .where("relClass == 'merges'")
-                        .map(
-                                (MapFunction<Relation, Tuple2<String, String>>)
-                                        r -> new Tuple2<>(r.getSource(), r.getTarget()),
-                                Encoders.tuple(Encoders.STRING(), Encoders.STRING()));
+    // <source, target>: source is the dedup_id, target is the id of the mergedIn
+    Dataset<Tuple2<String, String>> mergeRels =
+        spark
+            .read()
+            .load(mergeRelsInputPath)
+            .as(Encoders.bean(Relation.class))
+            .where("relClass == 'merges'")
+            .map(
+                (MapFunction<Relation, Tuple2<String, String>>)
+                    r -> new Tuple2<>(r.getSource(), r.getTarget()),
+                Encoders.tuple(Encoders.STRING(), Encoders.STRING()));
 
-        return mergeRels
-                .joinWith(entities, mergeRels.col("_2").equalTo(entities.col("_1")), "inner")
-                .map(
-                        (MapFunction<
-                                        Tuple2<Tuple2<String, String>, Tuple2<String, T>>,
-                                        Tuple2<String, T>>)
-                                value -> new Tuple2<>(value._1()._1(), value._2()._2()),
-                        Encoders.tuple(Encoders.STRING(), Encoders.kryo(clazz)))
-                .groupByKey(
-                        (MapFunction<Tuple2<String, T>, String>) entity -> entity._1(),
-                        Encoders.STRING())
-                .mapGroups(
-                        (MapGroupsFunction<String, Tuple2<String, T>, T>)
-                                (key, values) -> entityMerger(key, values, ts, dataInfo),
-                        Encoders.bean(clazz));
+    return mergeRels
+        .joinWith(entities, mergeRels.col("_2").equalTo(entities.col("_1")), "inner")
+        .map(
+            (MapFunction<Tuple2<Tuple2<String, String>, Tuple2<String, T>>, Tuple2<String, T>>)
+                value -> new Tuple2<>(value._1()._1(), value._2()._2()),
+            Encoders.tuple(Encoders.STRING(), Encoders.kryo(clazz)))
+        .groupByKey(
+            (MapFunction<Tuple2<String, T>, String>) entity -> entity._1(), Encoders.STRING())
+        .mapGroups(
+            (MapGroupsFunction<String, Tuple2<String, T>, T>)
+                (key, values) -> entityMerger(key, values, ts, dataInfo),
+            Encoders.bean(clazz));
+  }
+
+  private static <T extends OafEntity> T entityMerger(
+      String id, Iterator<Tuple2<String, T>> entities, long ts, DataInfo dataInfo) {
+
+    T entity = entities.next()._2();
+
+    final Collection<String> dates = Lists.newArrayList();
+    entities.forEachRemaining(
+        t -> {
+          T duplicate = t._2();
+          entity.mergeFrom(duplicate);
+          if (ModelSupport.isSubClass(duplicate, Result.class)) {
+            Result r1 = (Result) duplicate;
+            Result er = (Result) entity;
+            er.setAuthor(DedupUtility.mergeAuthor(er.getAuthor(), r1.getAuthor()));
+
+            if (r1.getDateofacceptance() != null) {
+              dates.add(r1.getDateofacceptance().getValue());
+            }
+          }
+        });
+
+    if (ModelSupport.isSubClass(entity, Result.class)) {
+      ((Result) entity).setDateofacceptance(DatePicker.pick(dates));
     }
 
-    private static <T extends OafEntity> T entityMerger(
-            String id, Iterator<Tuple2<String, T>> entities, long ts, DataInfo dataInfo) {
+    entity.setId(id);
+    entity.setLastupdatetimestamp(ts);
+    entity.setDataInfo(dataInfo);
 
-        T entity = entities.next()._2();
-
-        final Collection<String> dates = Lists.newArrayList();
-        entities.forEachRemaining(
-                t -> {
-                    T duplicate = t._2();
-                    entity.mergeFrom(duplicate);
-                    if (ModelSupport.isSubClass(duplicate, Result.class)) {
-                        Result r1 = (Result) duplicate;
-                        Result er = (Result) entity;
-                        er.setAuthor(DedupUtility.mergeAuthor(er.getAuthor(), r1.getAuthor()));
-
-                        if (r1.getDateofacceptance() != null) {
-                            dates.add(r1.getDateofacceptance().getValue());
-                        }
-                    }
-                });
-
-        if (ModelSupport.isSubClass(entity, Result.class)) {
-            ((Result) entity).setDateofacceptance(DatePicker.pick(dates));
-        }
-
-        entity.setId(id);
-        entity.setLastupdatetimestamp(ts);
-        entity.setDataInfo(dataInfo);
-
-        return entity;
-    }
+    return entity;
+  }
 }
diff --git a/dhp-workflows/dhp-dedup-openaire/src/main/java/eu/dnetlib/dhp/oa/dedup/DedupUtility.java b/dhp-workflows/dhp-dedup-openaire/src/main/java/eu/dnetlib/dhp/oa/dedup/DedupUtility.java
index a832a58687..f239e072f8 100644
--- a/dhp-workflows/dhp-dedup-openaire/src/main/java/eu/dnetlib/dhp/oa/dedup/DedupUtility.java
+++ b/dhp-workflows/dhp-dedup-openaire/src/main/java/eu/dnetlib/dhp/oa/dedup/DedupUtility.java
@@ -27,227 +27,214 @@ import org.dom4j.io.SAXReader;
 import scala.Tuple2;
 
 public class DedupUtility {
-    private static final Double THRESHOLD = 0.95;
+  private static final Double THRESHOLD = 0.95;
 
-    public static Map<String, LongAccumulator> constructAccumulator(
-            final DedupConfig dedupConf, final SparkContext context) {
+  public static Map<String, LongAccumulator> constructAccumulator(
+      final DedupConfig dedupConf, final SparkContext context) {
 
-        Map<String, LongAccumulator> accumulators = new HashMap<>();
+    Map<String, LongAccumulator> accumulators = new HashMap<>();
 
-        String acc1 =
-                String.format(
-                        "%s::%s", dedupConf.getWf().getEntityType(), "records per hash key = 1");
-        accumulators.put(acc1, context.longAccumulator(acc1));
-        String acc2 =
-                String.format(
-                        "%s::%s",
-                        dedupConf.getWf().getEntityType(),
-                        "missing " + dedupConf.getWf().getOrderField());
-        accumulators.put(acc2, context.longAccumulator(acc2));
-        String acc3 =
-                String.format(
-                        "%s::%s",
-                        dedupConf.getWf().getEntityType(),
-                        String.format(
-                                "Skipped records for count(%s) >= %s",
-                                dedupConf.getWf().getOrderField(),
-                                dedupConf.getWf().getGroupMaxSize()));
-        accumulators.put(acc3, context.longAccumulator(acc3));
-        String acc4 = String.format("%s::%s", dedupConf.getWf().getEntityType(), "skip list");
-        accumulators.put(acc4, context.longAccumulator(acc4));
-        String acc5 =
-                String.format("%s::%s", dedupConf.getWf().getEntityType(), "dedupSimilarity (x2)");
-        accumulators.put(acc5, context.longAccumulator(acc5));
-        String acc6 =
-                String.format(
-                        "%s::%s",
-                        dedupConf.getWf().getEntityType(),
-                        "d < " + dedupConf.getWf().getThreshold());
-        accumulators.put(acc6, context.longAccumulator(acc6));
+    String acc1 =
+        String.format("%s::%s", dedupConf.getWf().getEntityType(), "records per hash key = 1");
+    accumulators.put(acc1, context.longAccumulator(acc1));
+    String acc2 =
+        String.format(
+            "%s::%s",
+            dedupConf.getWf().getEntityType(), "missing " + dedupConf.getWf().getOrderField());
+    accumulators.put(acc2, context.longAccumulator(acc2));
+    String acc3 =
+        String.format(
+            "%s::%s",
+            dedupConf.getWf().getEntityType(),
+            String.format(
+                "Skipped records for count(%s) >= %s",
+                dedupConf.getWf().getOrderField(), dedupConf.getWf().getGroupMaxSize()));
+    accumulators.put(acc3, context.longAccumulator(acc3));
+    String acc4 = String.format("%s::%s", dedupConf.getWf().getEntityType(), "skip list");
+    accumulators.put(acc4, context.longAccumulator(acc4));
+    String acc5 =
+        String.format("%s::%s", dedupConf.getWf().getEntityType(), "dedupSimilarity (x2)");
+    accumulators.put(acc5, context.longAccumulator(acc5));
+    String acc6 =
+        String.format(
+            "%s::%s", dedupConf.getWf().getEntityType(), "d < " + dedupConf.getWf().getThreshold());
+    accumulators.put(acc6, context.longAccumulator(acc6));
 
-        return accumulators;
+    return accumulators;
+  }
+
+  static Set<String> getGroupingKeys(DedupConfig conf, MapDocument doc) {
+    return Sets.newHashSet(BlacklistAwareClusteringCombiner.filterAndCombine(doc, conf));
+  }
+
+  public static String md5(final String s) {
+    try {
+      final MessageDigest md = MessageDigest.getInstance("MD5");
+      md.update(s.getBytes("UTF-8"));
+      return new String(Hex.encodeHex(md.digest()));
+    } catch (final Exception e) {
+      System.err.println("Error creating id");
+      return null;
+    }
+  }
+
+  public static List<Author> mergeAuthor(final List<Author> a, final List<Author> b) {
+    int pa = countAuthorsPids(a);
+    int pb = countAuthorsPids(b);
+    List<Author> base, enrich;
+    int sa = authorsSize(a);
+    int sb = authorsSize(b);
+
+    if (pa == pb) {
+      base = sa > sb ? a : b;
+      enrich = sa > sb ? b : a;
+    } else {
+      base = pa > pb ? a : b;
+      enrich = pa > pb ? b : a;
+    }
+    enrichPidFromList(base, enrich);
+    return base;
+  }
+
+  private static void enrichPidFromList(List<Author> base, List<Author> enrich) {
+    if (base == null || enrich == null) return;
+    final Map<String, Author> basePidAuthorMap =
+        base.stream()
+            .filter(a -> a.getPid() != null && a.getPid().size() > 0)
+            .flatMap(a -> a.getPid().stream().map(p -> new Tuple2<>(p.toComparableString(), a)))
+            .collect(Collectors.toMap(Tuple2::_1, Tuple2::_2, (x1, x2) -> x1));
+
+    final List<Tuple2<StructuredProperty, Author>> pidToEnrich =
+        enrich.stream()
+            .filter(a -> a.getPid() != null && a.getPid().size() > 0)
+            .flatMap(
+                a ->
+                    a.getPid().stream()
+                        .filter(p -> !basePidAuthorMap.containsKey(p.toComparableString()))
+                        .map(p -> new Tuple2<>(p, a)))
+            .collect(Collectors.toList());
+
+    pidToEnrich.forEach(
+        a -> {
+          Optional<Tuple2<Double, Author>> simAuhtor =
+              base.stream()
+                  .map(ba -> new Tuple2<>(sim(ba, a._2()), ba))
+                  .max(Comparator.comparing(Tuple2::_1));
+          if (simAuhtor.isPresent() && simAuhtor.get()._1() > THRESHOLD) {
+            Author r = simAuhtor.get()._2();
+            r.getPid().add(a._1());
+          }
+        });
+  }
+
+  public static String createDedupRecordPath(
+      final String basePath, final String actionSetId, final String entityType) {
+    return String.format("%s/%s/%s_deduprecord", basePath, actionSetId, entityType);
+  }
+
+  public static String createEntityPath(final String basePath, final String entityType) {
+    return String.format("%s/%s", basePath, entityType);
+  }
+
+  public static String createSimRelPath(
+      final String basePath, final String actionSetId, final String entityType) {
+    return String.format("%s/%s/%s_simrel", basePath, actionSetId, entityType);
+  }
+
+  public static String createMergeRelPath(
+      final String basePath, final String actionSetId, final String entityType) {
+    return String.format("%s/%s/%s_mergerel", basePath, actionSetId, entityType);
+  }
+
+  private static Double sim(Author a, Author b) {
+
+    final Person pa = parse(a);
+    final Person pb = parse(b);
+
+    if (pa.isAccurate() & pb.isAccurate()) {
+      return new JaroWinkler()
+          .score(normalize(pa.getSurnameString()), normalize(pb.getSurnameString()));
+    } else {
+      return new JaroWinkler()
+          .score(normalize(pa.getNormalisedFullname()), normalize(pb.getNormalisedFullname()));
+    }
+  }
+
+  private static String normalize(final String s) {
+    return nfd(s)
+        .toLowerCase()
+        // do not compact the regexes in a single expression, would cause StackOverflowError
+        // in case
+        // of large input strings
+        .replaceAll("(\\W)+", " ")
+        .replaceAll("(\\p{InCombiningDiacriticalMarks})+", " ")
+        .replaceAll("(\\p{Punct})+", " ")
+        .replaceAll("(\\d)+", " ")
+        .replaceAll("(\\n)+", " ")
+        .trim();
+  }
+
+  private static String nfd(final String s) {
+    return Normalizer.normalize(s, Normalizer.Form.NFD);
+  }
+
+  private static Person parse(Author author) {
+    if (StringUtils.isNotBlank(author.getSurname())) {
+      return new Person(author.getSurname() + ", " + author.getName(), false);
+    } else {
+      return new Person(author.getFullname(), false);
+    }
+  }
+
+  private static int countAuthorsPids(List<Author> authors) {
+    if (authors == null) return 0;
+
+    return (int) authors.stream().filter(DedupUtility::hasPid).count();
+  }
+
+  private static int authorsSize(List<Author> authors) {
+    if (authors == null) return 0;
+    return authors.size();
+  }
+
+  private static boolean hasPid(Author a) {
+    if (a == null || a.getPid() == null || a.getPid().size() == 0) return false;
+    return a.getPid().stream().anyMatch(p -> p != null && StringUtils.isNotBlank(p.getValue()));
+  }
+
+  public static List<DedupConfig> getConfigurations(String isLookUpUrl, String orchestrator)
+      throws ISLookUpException, DocumentException {
+    final ISLookUpService isLookUpService = ISLookupClientFactory.getLookUpService(isLookUpUrl);
+
+    final String xquery =
+        String.format("/RESOURCE_PROFILE[.//DEDUPLICATION/ACTION_SET/@id = '%s']", orchestrator);
+
+    String orchestratorProfile = isLookUpService.getResourceProfileByQuery(xquery);
+
+    final Document doc = new SAXReader().read(new StringReader(orchestratorProfile));
+
+    final String actionSetId = doc.valueOf("//DEDUPLICATION/ACTION_SET/@id");
+    final List<DedupConfig> configurations = new ArrayList<>();
+
+    for (final Object o : doc.selectNodes("//SCAN_SEQUENCE/SCAN")) {
+      configurations.add(loadConfig(isLookUpService, actionSetId, o));
     }
 
-    static Set<String> getGroupingKeys(DedupConfig conf, MapDocument doc) {
-        return Sets.newHashSet(BlacklistAwareClusteringCombiner.filterAndCombine(doc, conf));
-    }
+    return configurations;
+  }
 
-    public static String md5(final String s) {
-        try {
-            final MessageDigest md = MessageDigest.getInstance("MD5");
-            md.update(s.getBytes("UTF-8"));
-            return new String(Hex.encodeHex(md.digest()));
-        } catch (final Exception e) {
-            System.err.println("Error creating id");
-            return null;
-        }
-    }
-
-    public static List<Author> mergeAuthor(final List<Author> a, final List<Author> b) {
-        int pa = countAuthorsPids(a);
-        int pb = countAuthorsPids(b);
-        List<Author> base, enrich;
-        int sa = authorsSize(a);
-        int sb = authorsSize(b);
-
-        if (pa == pb) {
-            base = sa > sb ? a : b;
-            enrich = sa > sb ? b : a;
-        } else {
-            base = pa > pb ? a : b;
-            enrich = pa > pb ? b : a;
-        }
-        enrichPidFromList(base, enrich);
-        return base;
-    }
-
-    private static void enrichPidFromList(List<Author> base, List<Author> enrich) {
-        if (base == null || enrich == null) return;
-        final Map<String, Author> basePidAuthorMap =
-                base.stream()
-                        .filter(a -> a.getPid() != null && a.getPid().size() > 0)
-                        .flatMap(
-                                a ->
-                                        a.getPid().stream()
-                                                .map(p -> new Tuple2<>(p.toComparableString(), a)))
-                        .collect(Collectors.toMap(Tuple2::_1, Tuple2::_2, (x1, x2) -> x1));
-
-        final List<Tuple2<StructuredProperty, Author>> pidToEnrich =
-                enrich.stream()
-                        .filter(a -> a.getPid() != null && a.getPid().size() > 0)
-                        .flatMap(
-                                a ->
-                                        a.getPid().stream()
-                                                .filter(
-                                                        p ->
-                                                                !basePidAuthorMap.containsKey(
-                                                                        p.toComparableString()))
-                                                .map(p -> new Tuple2<>(p, a)))
-                        .collect(Collectors.toList());
-
-        pidToEnrich.forEach(
-                a -> {
-                    Optional<Tuple2<Double, Author>> simAuhtor =
-                            base.stream()
-                                    .map(ba -> new Tuple2<>(sim(ba, a._2()), ba))
-                                    .max(Comparator.comparing(Tuple2::_1));
-                    if (simAuhtor.isPresent() && simAuhtor.get()._1() > THRESHOLD) {
-                        Author r = simAuhtor.get()._2();
-                        r.getPid().add(a._1());
-                    }
-                });
-    }
-
-    public static String createDedupRecordPath(
-            final String basePath, final String actionSetId, final String entityType) {
-        return String.format("%s/%s/%s_deduprecord", basePath, actionSetId, entityType);
-    }
-
-    public static String createEntityPath(final String basePath, final String entityType) {
-        return String.format("%s/%s", basePath, entityType);
-    }
-
-    public static String createSimRelPath(
-            final String basePath, final String actionSetId, final String entityType) {
-        return String.format("%s/%s/%s_simrel", basePath, actionSetId, entityType);
-    }
-
-    public static String createMergeRelPath(
-            final String basePath, final String actionSetId, final String entityType) {
-        return String.format("%s/%s/%s_mergerel", basePath, actionSetId, entityType);
-    }
-
-    private static Double sim(Author a, Author b) {
-
-        final Person pa = parse(a);
-        final Person pb = parse(b);
-
-        if (pa.isAccurate() & pb.isAccurate()) {
-            return new JaroWinkler()
-                    .score(normalize(pa.getSurnameString()), normalize(pb.getSurnameString()));
-        } else {
-            return new JaroWinkler()
-                    .score(
-                            normalize(pa.getNormalisedFullname()),
-                            normalize(pb.getNormalisedFullname()));
-        }
-    }
-
-    private static String normalize(final String s) {
-        return nfd(s).toLowerCase()
-                // do not compact the regexes in a single expression, would cause StackOverflowError
-                // in case
-                // of large input strings
-                .replaceAll("(\\W)+", " ")
-                .replaceAll("(\\p{InCombiningDiacriticalMarks})+", " ")
-                .replaceAll("(\\p{Punct})+", " ")
-                .replaceAll("(\\d)+", " ")
-                .replaceAll("(\\n)+", " ")
-                .trim();
-    }
-
-    private static String nfd(final String s) {
-        return Normalizer.normalize(s, Normalizer.Form.NFD);
-    }
-
-    private static Person parse(Author author) {
-        if (StringUtils.isNotBlank(author.getSurname())) {
-            return new Person(author.getSurname() + ", " + author.getName(), false);
-        } else {
-            return new Person(author.getFullname(), false);
-        }
-    }
-
-    private static int countAuthorsPids(List<Author> authors) {
-        if (authors == null) return 0;
-
-        return (int) authors.stream().filter(DedupUtility::hasPid).count();
-    }
-
-    private static int authorsSize(List<Author> authors) {
-        if (authors == null) return 0;
-        return authors.size();
-    }
-
-    private static boolean hasPid(Author a) {
-        if (a == null || a.getPid() == null || a.getPid().size() == 0) return false;
-        return a.getPid().stream().anyMatch(p -> p != null && StringUtils.isNotBlank(p.getValue()));
-    }
-
-    public static List<DedupConfig> getConfigurations(String isLookUpUrl, String orchestrator)
-            throws ISLookUpException, DocumentException {
-        final ISLookUpService isLookUpService = ISLookupClientFactory.getLookUpService(isLookUpUrl);
-
-        final String xquery =
-                String.format(
-                        "/RESOURCE_PROFILE[.//DEDUPLICATION/ACTION_SET/@id = '%s']", orchestrator);
-
-        String orchestratorProfile = isLookUpService.getResourceProfileByQuery(xquery);
-
-        final Document doc = new SAXReader().read(new StringReader(orchestratorProfile));
-
-        final String actionSetId = doc.valueOf("//DEDUPLICATION/ACTION_SET/@id");
-        final List<DedupConfig> configurations = new ArrayList<>();
-
-        for (final Object o : doc.selectNodes("//SCAN_SEQUENCE/SCAN")) {
-            configurations.add(loadConfig(isLookUpService, actionSetId, o));
-        }
-
-        return configurations;
-    }
-
-    private static DedupConfig loadConfig(
-            final ISLookUpService isLookUpService, final String actionSetId, final Object o)
-            throws ISLookUpException {
-        final Element s = (Element) o;
-        final String configProfileId = s.attributeValue("id");
-        final String conf =
-                isLookUpService.getResourceProfileByQuery(
-                        String.format(
-                                "for $x in /RESOURCE_PROFILE[.//RESOURCE_IDENTIFIER/@value = '%s'] return $x//DEDUPLICATION/text()",
-                                configProfileId));
-        final DedupConfig dedupConfig = DedupConfig.load(conf);
-        dedupConfig.getWf().setConfigurationId(actionSetId);
-        return dedupConfig;
-    }
+  private static DedupConfig loadConfig(
+      final ISLookUpService isLookUpService, final String actionSetId, final Object o)
+      throws ISLookUpException {
+    final Element s = (Element) o;
+    final String configProfileId = s.attributeValue("id");
+    final String conf =
+        isLookUpService.getResourceProfileByQuery(
+            String.format(
+                "for $x in /RESOURCE_PROFILE[.//RESOURCE_IDENTIFIER/@value = '%s'] return $x//DEDUPLICATION/text()",
+                configProfileId));
+    final DedupConfig dedupConfig = DedupConfig.load(conf);
+    dedupConfig.getWf().setConfigurationId(actionSetId);
+    return dedupConfig;
+  }
 }
diff --git a/dhp-workflows/dhp-dedup-openaire/src/main/java/eu/dnetlib/dhp/oa/dedup/Deduper.java b/dhp-workflows/dhp-dedup-openaire/src/main/java/eu/dnetlib/dhp/oa/dedup/Deduper.java
index a7554ebe11..a7515d5757 100644
--- a/dhp-workflows/dhp-dedup-openaire/src/main/java/eu/dnetlib/dhp/oa/dedup/Deduper.java
+++ b/dhp-workflows/dhp-dedup-openaire/src/main/java/eu/dnetlib/dhp/oa/dedup/Deduper.java
@@ -14,40 +14,41 @@ import scala.Tuple2;
 
 public class Deduper implements Serializable {
 
-    public static JavaPairRDD<String, String> computeRelations(
-            JavaSparkContext context, JavaPairRDD<String, Block> blocks, DedupConfig config) {
-        Map<String, LongAccumulator> accumulators =
-                DedupUtility.constructAccumulator(config, context.sc());
+  public static JavaPairRDD<String, String> computeRelations(
+      JavaSparkContext context, JavaPairRDD<String, Block> blocks, DedupConfig config) {
+    Map<String, LongAccumulator> accumulators =
+        DedupUtility.constructAccumulator(config, context.sc());
 
-        return blocks.flatMapToPair(
-                        it -> {
-                            final SparkReporter reporter = new SparkReporter(accumulators);
-                            new BlockProcessor(config)
-                                    .processSortedBlock(it._1(), it._2().getDocuments(), reporter);
-                            return reporter.getRelations().iterator();
-                        })
-                .mapToPair(it -> new Tuple2<>(it._1() + it._2(), it))
-                .reduceByKey((a, b) -> a)
-                .mapToPair(Tuple2::_2);
-    }
+    return blocks
+        .flatMapToPair(
+            it -> {
+              final SparkReporter reporter = new SparkReporter(accumulators);
+              new BlockProcessor(config)
+                  .processSortedBlock(it._1(), it._2().getDocuments(), reporter);
+              return reporter.getRelations().iterator();
+            })
+        .mapToPair(it -> new Tuple2<>(it._1() + it._2(), it))
+        .reduceByKey((a, b) -> a)
+        .mapToPair(Tuple2::_2);
+  }
 
-    public static JavaPairRDD<String, Block> createSortedBlocks(
-            JavaPairRDD<String, MapDocument> mapDocs, DedupConfig config) {
-        final String of = config.getWf().getOrderField();
-        final int maxQueueSize = config.getWf().getGroupMaxSize();
+  public static JavaPairRDD<String, Block> createSortedBlocks(
+      JavaPairRDD<String, MapDocument> mapDocs, DedupConfig config) {
+    final String of = config.getWf().getOrderField();
+    final int maxQueueSize = config.getWf().getGroupMaxSize();
 
-        return mapDocs
-                // the reduce is just to be sure that we haven't document with same id
-                .reduceByKey((a, b) -> a)
-                .map(Tuple2::_2)
-                // Clustering: from <id, doc> to List<groupkey,doc>
-                .flatMap(
-                        a ->
-                                DedupUtility.getGroupingKeys(config, a).stream()
-                                        .map(it -> Block.from(it, a))
-                                        .collect(Collectors.toList())
-                                        .iterator())
-                .mapToPair(block -> new Tuple2<>(block.getKey(), block))
-                .reduceByKey((b1, b2) -> Block.from(b1, b2, of, maxQueueSize));
-    }
+    return mapDocs
+        // the reduce is just to be sure that we haven't document with same id
+        .reduceByKey((a, b) -> a)
+        .map(Tuple2::_2)
+        // Clustering: from <id, doc> to List<groupkey,doc>
+        .flatMap(
+            a ->
+                DedupUtility.getGroupingKeys(config, a).stream()
+                    .map(it -> Block.from(it, a))
+                    .collect(Collectors.toList())
+                    .iterator())
+        .mapToPair(block -> new Tuple2<>(block.getKey(), block))
+        .reduceByKey((b1, b2) -> Block.from(b1, b2, of, maxQueueSize));
+  }
 }
diff --git a/dhp-workflows/dhp-dedup-openaire/src/main/java/eu/dnetlib/dhp/oa/dedup/SparkCreateDedupRecord.java b/dhp-workflows/dhp-dedup-openaire/src/main/java/eu/dnetlib/dhp/oa/dedup/SparkCreateDedupRecord.java
index 42a0cff8a4..b47b880e93 100644
--- a/dhp-workflows/dhp-dedup-openaire/src/main/java/eu/dnetlib/dhp/oa/dedup/SparkCreateDedupRecord.java
+++ b/dhp-workflows/dhp-dedup-openaire/src/main/java/eu/dnetlib/dhp/oa/dedup/SparkCreateDedupRecord.java
@@ -21,82 +21,81 @@ import org.slf4j.LoggerFactory;
 
 public class SparkCreateDedupRecord extends AbstractSparkAction {
 
-    private static final Logger log = LoggerFactory.getLogger(SparkCreateDedupRecord.class);
+  private static final Logger log = LoggerFactory.getLogger(SparkCreateDedupRecord.class);
 
-    public static final String ROOT_TRUST = "0.8";
-    public static final String PROVENANCE_ACTION_CLASS = "sysimport:dedup";
-    public static final String PROVENANCE_ACTIONS = "dnet:provenanceActions";
+  public static final String ROOT_TRUST = "0.8";
+  public static final String PROVENANCE_ACTION_CLASS = "sysimport:dedup";
+  public static final String PROVENANCE_ACTIONS = "dnet:provenanceActions";
 
-    public SparkCreateDedupRecord(ArgumentApplicationParser parser, SparkSession spark) {
-        super(parser, spark);
+  public SparkCreateDedupRecord(ArgumentApplicationParser parser, SparkSession spark) {
+    super(parser, spark);
+  }
+
+  public static void main(String[] args) throws Exception {
+    ArgumentApplicationParser parser =
+        new ArgumentApplicationParser(
+            IOUtils.toString(
+                SparkCreateSimRels.class.getResourceAsStream(
+                    "/eu/dnetlib/dhp/oa/dedup/createDedupRecord_parameters.json")));
+    parser.parseArgument(args);
+
+    SparkConf conf = new SparkConf();
+    conf.set("spark.serializer", "org.apache.spark.serializer.KryoSerializer");
+    conf.registerKryoClasses(ModelSupport.getOafModelClasses());
+
+    new SparkCreateDedupRecord(parser, getSparkSession(conf))
+        .run(ISLookupClientFactory.getLookUpService(parser.get("isLookUpUrl")));
+  }
+
+  @Override
+  public void run(ISLookUpService isLookUpService)
+      throws ISLookUpException, DocumentException, IOException {
+
+    final String graphBasePath = parser.get("graphBasePath");
+    final String isLookUpUrl = parser.get("isLookUpUrl");
+    final String actionSetId = parser.get("actionSetId");
+    final String workingPath = parser.get("workingPath");
+
+    log.info("graphBasePath: '{}'", graphBasePath);
+    log.info("isLookUpUrl:   '{}'", isLookUpUrl);
+    log.info("actionSetId:   '{}'", actionSetId);
+    log.info("workingPath:   '{}'", workingPath);
+
+    for (DedupConfig dedupConf : getConfigurations(isLookUpService, actionSetId)) {
+      String subEntity = dedupConf.getWf().getSubEntityValue();
+      log.info("Creating deduprecords for: '{}'", subEntity);
+
+      final String outputPath =
+          DedupUtility.createDedupRecordPath(workingPath, actionSetId, subEntity);
+      removeOutputDir(spark, outputPath);
+
+      final String mergeRelPath =
+          DedupUtility.createMergeRelPath(workingPath, actionSetId, subEntity);
+      final String entityPath = DedupUtility.createEntityPath(graphBasePath, subEntity);
+
+      final Class<OafEntity> clazz = ModelSupport.entityTypes.get(EntityType.valueOf(subEntity));
+      final DataInfo dataInfo = getDataInfo(dedupConf);
+      DedupRecordFactory.createDedupRecord(spark, dataInfo, mergeRelPath, entityPath, clazz)
+          .write()
+          .mode(SaveMode.Overwrite)
+          .option("compression", "gzip")
+          .json(outputPath);
     }
+  }
 
-    public static void main(String[] args) throws Exception {
-        ArgumentApplicationParser parser =
-                new ArgumentApplicationParser(
-                        IOUtils.toString(
-                                SparkCreateSimRels.class.getResourceAsStream(
-                                        "/eu/dnetlib/dhp/oa/dedup/createDedupRecord_parameters.json")));
-        parser.parseArgument(args);
-
-        SparkConf conf = new SparkConf();
-        conf.set("spark.serializer", "org.apache.spark.serializer.KryoSerializer");
-        conf.registerKryoClasses(ModelSupport.getOafModelClasses());
-
-        new SparkCreateDedupRecord(parser, getSparkSession(conf))
-                .run(ISLookupClientFactory.getLookUpService(parser.get("isLookUpUrl")));
-    }
-
-    @Override
-    public void run(ISLookUpService isLookUpService)
-            throws ISLookUpException, DocumentException, IOException {
-
-        final String graphBasePath = parser.get("graphBasePath");
-        final String isLookUpUrl = parser.get("isLookUpUrl");
-        final String actionSetId = parser.get("actionSetId");
-        final String workingPath = parser.get("workingPath");
-
-        log.info("graphBasePath: '{}'", graphBasePath);
-        log.info("isLookUpUrl:   '{}'", isLookUpUrl);
-        log.info("actionSetId:   '{}'", actionSetId);
-        log.info("workingPath:   '{}'", workingPath);
-
-        for (DedupConfig dedupConf : getConfigurations(isLookUpService, actionSetId)) {
-            String subEntity = dedupConf.getWf().getSubEntityValue();
-            log.info("Creating deduprecords for: '{}'", subEntity);
-
-            final String outputPath =
-                    DedupUtility.createDedupRecordPath(workingPath, actionSetId, subEntity);
-            removeOutputDir(spark, outputPath);
-
-            final String mergeRelPath =
-                    DedupUtility.createMergeRelPath(workingPath, actionSetId, subEntity);
-            final String entityPath = DedupUtility.createEntityPath(graphBasePath, subEntity);
-
-            final Class<OafEntity> clazz =
-                    ModelSupport.entityTypes.get(EntityType.valueOf(subEntity));
-            final DataInfo dataInfo = getDataInfo(dedupConf);
-            DedupRecordFactory.createDedupRecord(spark, dataInfo, mergeRelPath, entityPath, clazz)
-                    .write()
-                    .mode(SaveMode.Overwrite)
-                    .option("compression", "gzip")
-                    .json(outputPath);
-        }
-    }
-
-    private static DataInfo getDataInfo(DedupConfig dedupConf) {
-        DataInfo info = new DataInfo();
-        info.setDeletedbyinference(false);
-        info.setInferred(true);
-        info.setInvisible(false);
-        info.setTrust(ROOT_TRUST);
-        info.setInferenceprovenance(dedupConf.getWf().getConfigurationId());
-        Qualifier provenance = new Qualifier();
-        provenance.setClassid(PROVENANCE_ACTION_CLASS);
-        provenance.setClassname(PROVENANCE_ACTION_CLASS);
-        provenance.setSchemeid(PROVENANCE_ACTIONS);
-        provenance.setSchemename(PROVENANCE_ACTIONS);
-        info.setProvenanceaction(provenance);
-        return info;
-    }
+  private static DataInfo getDataInfo(DedupConfig dedupConf) {
+    DataInfo info = new DataInfo();
+    info.setDeletedbyinference(false);
+    info.setInferred(true);
+    info.setInvisible(false);
+    info.setTrust(ROOT_TRUST);
+    info.setInferenceprovenance(dedupConf.getWf().getConfigurationId());
+    Qualifier provenance = new Qualifier();
+    provenance.setClassid(PROVENANCE_ACTION_CLASS);
+    provenance.setClassname(PROVENANCE_ACTION_CLASS);
+    provenance.setSchemeid(PROVENANCE_ACTIONS);
+    provenance.setSchemename(PROVENANCE_ACTIONS);
+    info.setProvenanceaction(provenance);
+    return info;
+  }
 }
diff --git a/dhp-workflows/dhp-dedup-openaire/src/main/java/eu/dnetlib/dhp/oa/dedup/SparkCreateMergeRels.java b/dhp-workflows/dhp-dedup-openaire/src/main/java/eu/dnetlib/dhp/oa/dedup/SparkCreateMergeRels.java
index ca6d04d496..229379a53d 100644
--- a/dhp-workflows/dhp-dedup-openaire/src/main/java/eu/dnetlib/dhp/oa/dedup/SparkCreateMergeRels.java
+++ b/dhp-workflows/dhp-dedup-openaire/src/main/java/eu/dnetlib/dhp/oa/dedup/SparkCreateMergeRels.java
@@ -35,139 +35,128 @@ import scala.Tuple2;
 
 public class SparkCreateMergeRels extends AbstractSparkAction {
 
-    public static final String PROVENANCE_ACTION_CLASS = "sysimport:dedup";
-    private static final Logger log = LoggerFactory.getLogger(SparkCreateMergeRels.class);
-    public static final String DNET_PROVENANCE_ACTIONS = "dnet:provenanceActions";
+  public static final String PROVENANCE_ACTION_CLASS = "sysimport:dedup";
+  private static final Logger log = LoggerFactory.getLogger(SparkCreateMergeRels.class);
+  public static final String DNET_PROVENANCE_ACTIONS = "dnet:provenanceActions";
 
-    public SparkCreateMergeRels(ArgumentApplicationParser parser, SparkSession spark) {
-        super(parser, spark);
+  public SparkCreateMergeRels(ArgumentApplicationParser parser, SparkSession spark) {
+    super(parser, spark);
+  }
+
+  public static void main(String[] args) throws Exception {
+    ArgumentApplicationParser parser =
+        new ArgumentApplicationParser(
+            IOUtils.toString(
+                SparkCreateSimRels.class.getResourceAsStream(
+                    "/eu/dnetlib/dhp/oa/dedup/createCC_parameters.json")));
+    parser.parseArgument(args);
+
+    final String isLookUpUrl = parser.get("isLookUpUrl");
+    log.info("isLookupUrl {}", isLookUpUrl);
+
+    SparkConf conf = new SparkConf();
+    conf.set("spark.serializer", "org.apache.spark.serializer.KryoSerializer");
+    conf.registerKryoClasses(ModelSupport.getOafModelClasses());
+
+    new SparkCreateMergeRels(parser, getSparkSession(conf))
+        .run(ISLookupClientFactory.getLookUpService(isLookUpUrl));
+  }
+
+  @Override
+  public void run(ISLookUpService isLookUpService)
+      throws ISLookUpException, DocumentException, IOException {
+
+    final String graphBasePath = parser.get("graphBasePath");
+    final String workingPath = parser.get("workingPath");
+    final String isLookUpUrl = parser.get("isLookUpUrl");
+    final String actionSetId = parser.get("actionSetId");
+
+    log.info("graphBasePath: '{}'", graphBasePath);
+    log.info("isLookUpUrl:   '{}'", isLookUpUrl);
+    log.info("actionSetId:   '{}'", actionSetId);
+    log.info("workingPath:   '{}'", workingPath);
+
+    final JavaSparkContext sc = JavaSparkContext.fromSparkContext(spark.sparkContext());
+
+    for (DedupConfig dedupConf : getConfigurations(isLookUpService, actionSetId)) {
+      final String subEntity = dedupConf.getWf().getSubEntityValue();
+
+      log.info("Creating mergerels for: '{}'", subEntity);
+
+      final int maxIterations = dedupConf.getWf().getMaxIterations();
+      log.info("Max iterations {}", maxIterations);
+
+      final String mergeRelPath =
+          DedupUtility.createMergeRelPath(workingPath, actionSetId, subEntity);
+
+      final JavaPairRDD<Object, String> vertexes =
+          sc.textFile(graphBasePath + "/" + subEntity)
+              .map(s -> MapDocumentUtil.getJPathString(dedupConf.getWf().getIdPath(), s))
+              .mapToPair((PairFunction<String, Object, String>) s -> new Tuple2<>(hash(s), s));
+
+      final RDD<Edge<String>> edgeRdd =
+          spark
+              .read()
+              .load(DedupUtility.createSimRelPath(workingPath, actionSetId, subEntity))
+              .as(Encoders.bean(Relation.class))
+              .javaRDD()
+              .map(it -> new Edge<>(hash(it.getSource()), hash(it.getTarget()), it.getRelClass()))
+              .rdd();
+
+      final Dataset<Relation> mergeRels =
+          spark.createDataset(
+              GraphProcessor.findCCs(vertexes.rdd(), edgeRdd, maxIterations)
+                  .toJavaRDD()
+                  .filter(k -> k.getDocIds().size() > 1)
+                  .flatMap(cc -> ccToMergeRel(cc, dedupConf))
+                  .rdd(),
+              Encoders.bean(Relation.class));
+
+      mergeRels.write().mode(SaveMode.Append).parquet(mergeRelPath);
     }
+  }
 
-    public static void main(String[] args) throws Exception {
-        ArgumentApplicationParser parser =
-                new ArgumentApplicationParser(
-                        IOUtils.toString(
-                                SparkCreateSimRels.class.getResourceAsStream(
-                                        "/eu/dnetlib/dhp/oa/dedup/createCC_parameters.json")));
-        parser.parseArgument(args);
+  public Iterator<Relation> ccToMergeRel(ConnectedComponent cc, DedupConfig dedupConf) {
+    return cc.getDocIds().stream()
+        .flatMap(
+            id -> {
+              List<Relation> tmp = new ArrayList<>();
 
-        final String isLookUpUrl = parser.get("isLookUpUrl");
-        log.info("isLookupUrl {}", isLookUpUrl);
+              tmp.add(rel(cc.getCcId(), id, "merges", dedupConf));
+              tmp.add(rel(id, cc.getCcId(), "isMergedIn", dedupConf));
 
-        SparkConf conf = new SparkConf();
-        conf.set("spark.serializer", "org.apache.spark.serializer.KryoSerializer");
-        conf.registerKryoClasses(ModelSupport.getOafModelClasses());
+              return tmp.stream();
+            })
+        .iterator();
+  }
 
-        new SparkCreateMergeRels(parser, getSparkSession(conf))
-                .run(ISLookupClientFactory.getLookUpService(isLookUpUrl));
-    }
+  private Relation rel(String source, String target, String relClass, DedupConfig dedupConf) {
+    Relation r = new Relation();
+    r.setSource(source);
+    r.setTarget(target);
+    r.setRelClass(relClass);
+    r.setSubRelType("dedup");
 
-    @Override
-    public void run(ISLookUpService isLookUpService)
-            throws ISLookUpException, DocumentException, IOException {
+    DataInfo info = new DataInfo();
+    info.setDeletedbyinference(false);
+    info.setInferred(true);
+    info.setInvisible(false);
+    info.setInferenceprovenance(dedupConf.getWf().getConfigurationId());
+    Qualifier provenanceAction = new Qualifier();
+    provenanceAction.setClassid(PROVENANCE_ACTION_CLASS);
+    provenanceAction.setClassname(PROVENANCE_ACTION_CLASS);
+    provenanceAction.setSchemeid(DNET_PROVENANCE_ACTIONS);
+    provenanceAction.setSchemename(DNET_PROVENANCE_ACTIONS);
+    info.setProvenanceaction(provenanceAction);
 
-        final String graphBasePath = parser.get("graphBasePath");
-        final String workingPath = parser.get("workingPath");
-        final String isLookUpUrl = parser.get("isLookUpUrl");
-        final String actionSetId = parser.get("actionSetId");
+    // TODO calculate the trust value based on the similarity score of the elements in the CC
+    // info.setTrust();
 
-        log.info("graphBasePath: '{}'", graphBasePath);
-        log.info("isLookUpUrl:   '{}'", isLookUpUrl);
-        log.info("actionSetId:   '{}'", actionSetId);
-        log.info("workingPath:   '{}'", workingPath);
+    r.setDataInfo(info);
+    return r;
+  }
 
-        final JavaSparkContext sc = JavaSparkContext.fromSparkContext(spark.sparkContext());
-
-        for (DedupConfig dedupConf : getConfigurations(isLookUpService, actionSetId)) {
-            final String subEntity = dedupConf.getWf().getSubEntityValue();
-
-            log.info("Creating mergerels for: '{}'", subEntity);
-
-            final int maxIterations = dedupConf.getWf().getMaxIterations();
-            log.info("Max iterations {}", maxIterations);
-
-            final String mergeRelPath =
-                    DedupUtility.createMergeRelPath(workingPath, actionSetId, subEntity);
-
-            final JavaPairRDD<Object, String> vertexes =
-                    sc.textFile(graphBasePath + "/" + subEntity)
-                            .map(
-                                    s ->
-                                            MapDocumentUtil.getJPathString(
-                                                    dedupConf.getWf().getIdPath(), s))
-                            .mapToPair(
-                                    (PairFunction<String, Object, String>)
-                                            s -> new Tuple2<>(hash(s), s));
-
-            final RDD<Edge<String>> edgeRdd =
-                    spark.read()
-                            .load(
-                                    DedupUtility.createSimRelPath(
-                                            workingPath, actionSetId, subEntity))
-                            .as(Encoders.bean(Relation.class))
-                            .javaRDD()
-                            .map(
-                                    it ->
-                                            new Edge<>(
-                                                    hash(it.getSource()),
-                                                    hash(it.getTarget()),
-                                                    it.getRelClass()))
-                            .rdd();
-
-            final Dataset<Relation> mergeRels =
-                    spark.createDataset(
-                            GraphProcessor.findCCs(vertexes.rdd(), edgeRdd, maxIterations)
-                                    .toJavaRDD()
-                                    .filter(k -> k.getDocIds().size() > 1)
-                                    .flatMap(cc -> ccToMergeRel(cc, dedupConf))
-                                    .rdd(),
-                            Encoders.bean(Relation.class));
-
-            mergeRels.write().mode(SaveMode.Append).parquet(mergeRelPath);
-        }
-    }
-
-    public Iterator<Relation> ccToMergeRel(ConnectedComponent cc, DedupConfig dedupConf) {
-        return cc.getDocIds().stream()
-                .flatMap(
-                        id -> {
-                            List<Relation> tmp = new ArrayList<>();
-
-                            tmp.add(rel(cc.getCcId(), id, "merges", dedupConf));
-                            tmp.add(rel(id, cc.getCcId(), "isMergedIn", dedupConf));
-
-                            return tmp.stream();
-                        })
-                .iterator();
-    }
-
-    private Relation rel(String source, String target, String relClass, DedupConfig dedupConf) {
-        Relation r = new Relation();
-        r.setSource(source);
-        r.setTarget(target);
-        r.setRelClass(relClass);
-        r.setSubRelType("dedup");
-
-        DataInfo info = new DataInfo();
-        info.setDeletedbyinference(false);
-        info.setInferred(true);
-        info.setInvisible(false);
-        info.setInferenceprovenance(dedupConf.getWf().getConfigurationId());
-        Qualifier provenanceAction = new Qualifier();
-        provenanceAction.setClassid(PROVENANCE_ACTION_CLASS);
-        provenanceAction.setClassname(PROVENANCE_ACTION_CLASS);
-        provenanceAction.setSchemeid(DNET_PROVENANCE_ACTIONS);
-        provenanceAction.setSchemename(DNET_PROVENANCE_ACTIONS);
-        info.setProvenanceaction(provenanceAction);
-
-        // TODO calculate the trust value based on the similarity score of the elements in the CC
-        // info.setTrust();
-
-        r.setDataInfo(info);
-        return r;
-    }
-
-    public static long hash(final String id) {
-        return Hashing.murmur3_128().hashString(id).asLong();
-    }
+  public static long hash(final String id) {
+    return Hashing.murmur3_128().hashString(id).asLong();
+  }
 }
diff --git a/dhp-workflows/dhp-dedup-openaire/src/main/java/eu/dnetlib/dhp/oa/dedup/SparkCreateSimRels.java b/dhp-workflows/dhp-dedup-openaire/src/main/java/eu/dnetlib/dhp/oa/dedup/SparkCreateSimRels.java
index 2fd807ccb2..c5a1d768cd 100644
--- a/dhp-workflows/dhp-dedup-openaire/src/main/java/eu/dnetlib/dhp/oa/dedup/SparkCreateSimRels.java
+++ b/dhp-workflows/dhp-dedup-openaire/src/main/java/eu/dnetlib/dhp/oa/dedup/SparkCreateSimRels.java
@@ -29,104 +29,100 @@ import scala.Tuple2;
 
 public class SparkCreateSimRels extends AbstractSparkAction {
 
-    private static final Logger log = LoggerFactory.getLogger(SparkCreateSimRels.class);
+  private static final Logger log = LoggerFactory.getLogger(SparkCreateSimRels.class);
 
-    public SparkCreateSimRels(ArgumentApplicationParser parser, SparkSession spark) {
-        super(parser, spark);
+  public SparkCreateSimRels(ArgumentApplicationParser parser, SparkSession spark) {
+    super(parser, spark);
+  }
+
+  public static void main(String[] args) throws Exception {
+    ArgumentApplicationParser parser =
+        new ArgumentApplicationParser(
+            IOUtils.toString(
+                SparkCreateSimRels.class.getResourceAsStream(
+                    "/eu/dnetlib/dhp/oa/dedup/createSimRels_parameters.json")));
+    parser.parseArgument(args);
+
+    SparkConf conf = new SparkConf();
+    conf.set("spark.serializer", "org.apache.spark.serializer.KryoSerializer");
+    conf.registerKryoClasses(
+        new Class[] {MapDocument.class, FieldListImpl.class, FieldValueImpl.class, Block.class});
+
+    new SparkCreateSimRels(parser, getSparkSession(conf))
+        .run(ISLookupClientFactory.getLookUpService(parser.get("isLookUpUrl")));
+  }
+
+  @Override
+  public void run(ISLookUpService isLookUpService)
+      throws DocumentException, IOException, ISLookUpException {
+
+    // read oozie parameters
+    final String graphBasePath = parser.get("graphBasePath");
+    final String isLookUpUrl = parser.get("isLookUpUrl");
+    final String actionSetId = parser.get("actionSetId");
+    final String workingPath = parser.get("workingPath");
+
+    log.info("graphBasePath: '{}'", graphBasePath);
+    log.info("isLookUpUrl:   '{}'", isLookUpUrl);
+    log.info("actionSetId:   '{}'", actionSetId);
+    log.info("workingPath:   '{}'", workingPath);
+
+    // for each dedup configuration
+    for (DedupConfig dedupConf : getConfigurations(isLookUpService, actionSetId)) {
+
+      final String entity = dedupConf.getWf().getEntityType();
+      final String subEntity = dedupConf.getWf().getSubEntityValue();
+      log.info("Creating simrels for: '{}'", subEntity);
+
+      final String outputPath = DedupUtility.createSimRelPath(workingPath, actionSetId, subEntity);
+      removeOutputDir(spark, outputPath);
+
+      JavaSparkContext sc = JavaSparkContext.fromSparkContext(spark.sparkContext());
+
+      JavaPairRDD<String, MapDocument> mapDocuments =
+          sc.textFile(DedupUtility.createEntityPath(graphBasePath, subEntity))
+              .mapToPair(
+                  (PairFunction<String, String, MapDocument>)
+                      s -> {
+                        MapDocument d = MapDocumentUtil.asMapDocumentWithJPath(dedupConf, s);
+                        return new Tuple2<>(d.getIdentifier(), d);
+                      });
+
+      // create blocks for deduplication
+      JavaPairRDD<String, Block> blocks = Deduper.createSortedBlocks(mapDocuments, dedupConf);
+
+      // create relations by comparing only elements in the same group
+      JavaRDD<Relation> relations =
+          Deduper.computeRelations(sc, blocks, dedupConf)
+              .map(t -> createSimRel(t._1(), t._2(), entity));
+
+      // save the simrel in the workingdir
+      spark
+          .createDataset(relations.rdd(), Encoders.bean(Relation.class))
+          .write()
+          .mode(SaveMode.Append)
+          .save(outputPath);
     }
+  }
 
-    public static void main(String[] args) throws Exception {
-        ArgumentApplicationParser parser =
-                new ArgumentApplicationParser(
-                        IOUtils.toString(
-                                SparkCreateSimRels.class.getResourceAsStream(
-                                        "/eu/dnetlib/dhp/oa/dedup/createSimRels_parameters.json")));
-        parser.parseArgument(args);
+  private Relation createSimRel(String source, String target, String entity) {
+    final Relation r = new Relation();
+    r.setSource(source);
+    r.setTarget(target);
+    r.setSubRelType("dedupSimilarity");
+    r.setRelClass("isSimilarTo");
+    r.setDataInfo(new DataInfo());
 
-        SparkConf conf = new SparkConf();
-        conf.set("spark.serializer", "org.apache.spark.serializer.KryoSerializer");
-        conf.registerKryoClasses(
-                new Class[] {
-                    MapDocument.class, FieldListImpl.class, FieldValueImpl.class, Block.class
-                });
-
-        new SparkCreateSimRels(parser, getSparkSession(conf))
-                .run(ISLookupClientFactory.getLookUpService(parser.get("isLookUpUrl")));
-    }
-
-    @Override
-    public void run(ISLookUpService isLookUpService)
-            throws DocumentException, IOException, ISLookUpException {
-
-        // read oozie parameters
-        final String graphBasePath = parser.get("graphBasePath");
-        final String isLookUpUrl = parser.get("isLookUpUrl");
-        final String actionSetId = parser.get("actionSetId");
-        final String workingPath = parser.get("workingPath");
-
-        log.info("graphBasePath: '{}'", graphBasePath);
-        log.info("isLookUpUrl:   '{}'", isLookUpUrl);
-        log.info("actionSetId:   '{}'", actionSetId);
-        log.info("workingPath:   '{}'", workingPath);
-
-        // for each dedup configuration
-        for (DedupConfig dedupConf : getConfigurations(isLookUpService, actionSetId)) {
-
-            final String entity = dedupConf.getWf().getEntityType();
-            final String subEntity = dedupConf.getWf().getSubEntityValue();
-            log.info("Creating simrels for: '{}'", subEntity);
-
-            final String outputPath =
-                    DedupUtility.createSimRelPath(workingPath, actionSetId, subEntity);
-            removeOutputDir(spark, outputPath);
-
-            JavaSparkContext sc = JavaSparkContext.fromSparkContext(spark.sparkContext());
-
-            JavaPairRDD<String, MapDocument> mapDocuments =
-                    sc.textFile(DedupUtility.createEntityPath(graphBasePath, subEntity))
-                            .mapToPair(
-                                    (PairFunction<String, String, MapDocument>)
-                                            s -> {
-                                                MapDocument d =
-                                                        MapDocumentUtil.asMapDocumentWithJPath(
-                                                                dedupConf, s);
-                                                return new Tuple2<>(d.getIdentifier(), d);
-                                            });
-
-            // create blocks for deduplication
-            JavaPairRDD<String, Block> blocks = Deduper.createSortedBlocks(mapDocuments, dedupConf);
-
-            // create relations by comparing only elements in the same group
-            JavaRDD<Relation> relations =
-                    Deduper.computeRelations(sc, blocks, dedupConf)
-                            .map(t -> createSimRel(t._1(), t._2(), entity));
-
-            // save the simrel in the workingdir
-            spark.createDataset(relations.rdd(), Encoders.bean(Relation.class))
-                    .write()
-                    .mode(SaveMode.Append)
-                    .save(outputPath);
-        }
-    }
-
-    private Relation createSimRel(String source, String target, String entity) {
-        final Relation r = new Relation();
-        r.setSource(source);
-        r.setTarget(target);
-        r.setSubRelType("dedupSimilarity");
-        r.setRelClass("isSimilarTo");
-        r.setDataInfo(new DataInfo());
-
-        switch (entity) {
-            case "result":
-                r.setRelType("resultResult");
-                break;
-            case "organization":
-                r.setRelType("organizationOrganization");
-                break;
-            default:
-                throw new IllegalArgumentException("unmanaged entity type: " + entity);
-        }
-        return r;
+    switch (entity) {
+      case "result":
+        r.setRelType("resultResult");
+        break;
+      case "organization":
+        r.setRelType("organizationOrganization");
+        break;
+      default:
+        throw new IllegalArgumentException("unmanaged entity type: " + entity);
     }
+    return r;
+  }
 }
diff --git a/dhp-workflows/dhp-dedup-openaire/src/main/java/eu/dnetlib/dhp/oa/dedup/SparkPropagateRelation.java b/dhp-workflows/dhp-dedup-openaire/src/main/java/eu/dnetlib/dhp/oa/dedup/SparkPropagateRelation.java
index 17c99c0023..d829a9a03a 100644
--- a/dhp-workflows/dhp-dedup-openaire/src/main/java/eu/dnetlib/dhp/oa/dedup/SparkPropagateRelation.java
+++ b/dhp-workflows/dhp-dedup-openaire/src/main/java/eu/dnetlib/dhp/oa/dedup/SparkPropagateRelation.java
@@ -18,172 +18,166 @@ import scala.Tuple2;
 
 public class SparkPropagateRelation extends AbstractSparkAction {
 
-    private static final Logger log = LoggerFactory.getLogger(SparkPropagateRelation.class);
+  private static final Logger log = LoggerFactory.getLogger(SparkPropagateRelation.class);
 
-    enum FieldType {
-        SOURCE,
-        TARGET
+  enum FieldType {
+    SOURCE,
+    TARGET
+  }
+
+  public SparkPropagateRelation(ArgumentApplicationParser parser, SparkSession spark)
+      throws Exception {
+    super(parser, spark);
+  }
+
+  public static void main(String[] args) throws Exception {
+    ArgumentApplicationParser parser =
+        new ArgumentApplicationParser(
+            IOUtils.toString(
+                SparkCreateSimRels.class.getResourceAsStream(
+                    "/eu/dnetlib/dhp/oa/dedup/propagateRelation_parameters.json")));
+
+    parser.parseArgument(args);
+
+    SparkConf conf = new SparkConf();
+    conf.set("spark.serializer", "org.apache.spark.serializer.KryoSerializer");
+    conf.registerKryoClasses(ModelSupport.getOafModelClasses());
+
+    new SparkPropagateRelation(parser, getSparkSession(conf))
+        .run(ISLookupClientFactory.getLookUpService(parser.get("isLookUpUrl")));
+  }
+
+  @Override
+  public void run(ISLookUpService isLookUpService) {
+
+    final String graphBasePath = parser.get("graphBasePath");
+    final String workingPath = parser.get("workingPath");
+    final String dedupGraphPath = parser.get("dedupGraphPath");
+
+    log.info("graphBasePath: '{}'", graphBasePath);
+    log.info("workingPath: '{}'", workingPath);
+    log.info("dedupGraphPath: '{}'", dedupGraphPath);
+
+    final String outputRelationPath = DedupUtility.createEntityPath(dedupGraphPath, "relation");
+    removeOutputDir(spark, outputRelationPath);
+
+    Dataset<Relation> mergeRels =
+        spark
+            .read()
+            .load(DedupUtility.createMergeRelPath(workingPath, "*", "*"))
+            .as(Encoders.bean(Relation.class));
+
+    Dataset<Tuple2<String, String>> mergedIds =
+        mergeRels
+            .where(col("relClass").equalTo("merges"))
+            .select(col("source"), col("target"))
+            .distinct()
+            .map(
+                (MapFunction<Row, Tuple2<String, String>>)
+                    r -> new Tuple2<>(r.getString(1), r.getString(0)),
+                Encoders.tuple(Encoders.STRING(), Encoders.STRING()))
+            .cache();
+
+    final String relationPath = DedupUtility.createEntityPath(graphBasePath, "relation");
+
+    Dataset<Relation> rels =
+        spark.read().textFile(relationPath).map(patchRelFn(), Encoders.bean(Relation.class));
+
+    Dataset<Relation> newRels =
+        processDataset(
+                processDataset(rels, mergedIds, FieldType.SOURCE, getFixRelFn(FieldType.SOURCE)),
+                mergedIds,
+                FieldType.TARGET,
+                getFixRelFn(FieldType.TARGET))
+            .filter(SparkPropagateRelation::containsDedup);
+
+    Dataset<Relation> updated =
+        processDataset(
+            processDataset(rels, mergedIds, FieldType.SOURCE, getDeletedFn()),
+            mergedIds,
+            FieldType.TARGET,
+            getDeletedFn());
+
+    save(newRels.union(updated), outputRelationPath, SaveMode.Overwrite);
+  }
+
+  private static Dataset<Relation> processDataset(
+      Dataset<Relation> rels,
+      Dataset<Tuple2<String, String>> mergedIds,
+      FieldType type,
+      MapFunction<Tuple2<Tuple2<String, Relation>, Tuple2<String, String>>, Relation> mapFn) {
+    final Dataset<Tuple2<String, Relation>> mapped =
+        rels.map(
+            (MapFunction<Relation, Tuple2<String, Relation>>) r -> new Tuple2<>(getId(r, type), r),
+            Encoders.tuple(Encoders.STRING(), Encoders.kryo(Relation.class)));
+    return mapped
+        .joinWith(mergedIds, mapped.col("_1").equalTo(mergedIds.col("_1")), "left_outer")
+        .map(mapFn, Encoders.bean(Relation.class));
+  }
+
+  private static MapFunction<String, Relation> patchRelFn() {
+    return value -> {
+      final Relation rel = OBJECT_MAPPER.readValue(value, Relation.class);
+      if (rel.getDataInfo() == null) {
+        rel.setDataInfo(new DataInfo());
+      }
+      return rel;
+    };
+  }
+
+  private static String getId(Relation r, FieldType type) {
+    switch (type) {
+      case SOURCE:
+        return r.getSource();
+      case TARGET:
+        return r.getTarget();
+      default:
+        throw new IllegalArgumentException("");
     }
+  }
 
-    public SparkPropagateRelation(ArgumentApplicationParser parser, SparkSession spark)
-            throws Exception {
-        super(parser, spark);
-    }
-
-    public static void main(String[] args) throws Exception {
-        ArgumentApplicationParser parser =
-                new ArgumentApplicationParser(
-                        IOUtils.toString(
-                                SparkCreateSimRels.class.getResourceAsStream(
-                                        "/eu/dnetlib/dhp/oa/dedup/propagateRelation_parameters.json")));
-
-        parser.parseArgument(args);
-
-        SparkConf conf = new SparkConf();
-        conf.set("spark.serializer", "org.apache.spark.serializer.KryoSerializer");
-        conf.registerKryoClasses(ModelSupport.getOafModelClasses());
-
-        new SparkPropagateRelation(parser, getSparkSession(conf))
-                .run(ISLookupClientFactory.getLookUpService(parser.get("isLookUpUrl")));
-    }
-
-    @Override
-    public void run(ISLookUpService isLookUpService) {
-
-        final String graphBasePath = parser.get("graphBasePath");
-        final String workingPath = parser.get("workingPath");
-        final String dedupGraphPath = parser.get("dedupGraphPath");
-
-        log.info("graphBasePath: '{}'", graphBasePath);
-        log.info("workingPath: '{}'", workingPath);
-        log.info("dedupGraphPath: '{}'", dedupGraphPath);
-
-        final String outputRelationPath = DedupUtility.createEntityPath(dedupGraphPath, "relation");
-        removeOutputDir(spark, outputRelationPath);
-
-        Dataset<Relation> mergeRels =
-                spark.read()
-                        .load(DedupUtility.createMergeRelPath(workingPath, "*", "*"))
-                        .as(Encoders.bean(Relation.class));
-
-        Dataset<Tuple2<String, String>> mergedIds =
-                mergeRels
-                        .where(col("relClass").equalTo("merges"))
-                        .select(col("source"), col("target"))
-                        .distinct()
-                        .map(
-                                (MapFunction<Row, Tuple2<String, String>>)
-                                        r -> new Tuple2<>(r.getString(1), r.getString(0)),
-                                Encoders.tuple(Encoders.STRING(), Encoders.STRING()))
-                        .cache();
-
-        final String relationPath = DedupUtility.createEntityPath(graphBasePath, "relation");
-
-        Dataset<Relation> rels =
-                spark.read()
-                        .textFile(relationPath)
-                        .map(patchRelFn(), Encoders.bean(Relation.class));
-
-        Dataset<Relation> newRels =
-                processDataset(
-                                processDataset(
-                                        rels,
-                                        mergedIds,
-                                        FieldType.SOURCE,
-                                        getFixRelFn(FieldType.SOURCE)),
-                                mergedIds,
-                                FieldType.TARGET,
-                                getFixRelFn(FieldType.TARGET))
-                        .filter(SparkPropagateRelation::containsDedup);
-
-        Dataset<Relation> updated =
-                processDataset(
-                        processDataset(rels, mergedIds, FieldType.SOURCE, getDeletedFn()),
-                        mergedIds,
-                        FieldType.TARGET,
-                        getDeletedFn());
-
-        save(newRels.union(updated), outputRelationPath, SaveMode.Overwrite);
-    }
-
-    private static Dataset<Relation> processDataset(
-            Dataset<Relation> rels,
-            Dataset<Tuple2<String, String>> mergedIds,
-            FieldType type,
-            MapFunction<Tuple2<Tuple2<String, Relation>, Tuple2<String, String>>, Relation> mapFn) {
-        final Dataset<Tuple2<String, Relation>> mapped =
-                rels.map(
-                        (MapFunction<Relation, Tuple2<String, Relation>>)
-                                r -> new Tuple2<>(getId(r, type), r),
-                        Encoders.tuple(Encoders.STRING(), Encoders.kryo(Relation.class)));
-        return mapped.joinWith(
-                        mergedIds, mapped.col("_1").equalTo(mergedIds.col("_1")), "left_outer")
-                .map(mapFn, Encoders.bean(Relation.class));
-    }
-
-    private static MapFunction<String, Relation> patchRelFn() {
-        return value -> {
-            final Relation rel = OBJECT_MAPPER.readValue(value, Relation.class);
-            if (rel.getDataInfo() == null) {
-                rel.setDataInfo(new DataInfo());
-            }
-            return rel;
-        };
-    }
-
-    private static String getId(Relation r, FieldType type) {
-        switch (type) {
-            case SOURCE:
-                return r.getSource();
-            case TARGET:
-                return r.getTarget();
-            default:
-                throw new IllegalArgumentException("");
+  private static MapFunction<Tuple2<Tuple2<String, Relation>, Tuple2<String, String>>, Relation>
+      getFixRelFn(FieldType type) {
+    return value -> {
+      if (value._2() != null) {
+        Relation r = value._1()._2();
+        String id = value._2()._2();
+        if (r.getDataInfo() == null) {
+          r.setDataInfo(new DataInfo());
         }
-    }
+        r.getDataInfo().setDeletedbyinference(false);
+        switch (type) {
+          case SOURCE:
+            r.setSource(id);
+            return r;
+          case TARGET:
+            r.setTarget(id);
+            return r;
+          default:
+            throw new IllegalArgumentException("");
+        }
+      }
+      return value._1()._2();
+    };
+  }
 
-    private static MapFunction<Tuple2<Tuple2<String, Relation>, Tuple2<String, String>>, Relation>
-            getFixRelFn(FieldType type) {
-        return value -> {
-            if (value._2() != null) {
-                Relation r = value._1()._2();
-                String id = value._2()._2();
-                if (r.getDataInfo() == null) {
-                    r.setDataInfo(new DataInfo());
-                }
-                r.getDataInfo().setDeletedbyinference(false);
-                switch (type) {
-                    case SOURCE:
-                        r.setSource(id);
-                        return r;
-                    case TARGET:
-                        r.setTarget(id);
-                        return r;
-                    default:
-                        throw new IllegalArgumentException("");
-                }
-            }
-            return value._1()._2();
-        };
-    }
+  private static MapFunction<Tuple2<Tuple2<String, Relation>, Tuple2<String, String>>, Relation>
+      getDeletedFn() {
+    return value -> {
+      if (value._2() != null) {
+        Relation r = value._1()._2();
+        if (r.getDataInfo() == null) {
+          r.setDataInfo(new DataInfo());
+        }
+        r.getDataInfo().setDeletedbyinference(true);
+        return r;
+      }
+      return value._1()._2();
+    };
+  }
 
-    private static MapFunction<Tuple2<Tuple2<String, Relation>, Tuple2<String, String>>, Relation>
-            getDeletedFn() {
-        return value -> {
-            if (value._2() != null) {
-                Relation r = value._1()._2();
-                if (r.getDataInfo() == null) {
-                    r.setDataInfo(new DataInfo());
-                }
-                r.getDataInfo().setDeletedbyinference(true);
-                return r;
-            }
-            return value._1()._2();
-        };
-    }
-
-    private static boolean containsDedup(final Relation r) {
-        return r.getSource().toLowerCase().contains("dedup")
-                || r.getTarget().toLowerCase().contains("dedup");
-    }
+  private static boolean containsDedup(final Relation r) {
+    return r.getSource().toLowerCase().contains("dedup")
+        || r.getTarget().toLowerCase().contains("dedup");
+  }
 }
diff --git a/dhp-workflows/dhp-dedup-openaire/src/main/java/eu/dnetlib/dhp/oa/dedup/SparkReporter.java b/dhp-workflows/dhp-dedup-openaire/src/main/java/eu/dnetlib/dhp/oa/dedup/SparkReporter.java
index 99c3b73f3f..2ffd982b14 100644
--- a/dhp-workflows/dhp-dedup-openaire/src/main/java/eu/dnetlib/dhp/oa/dedup/SparkReporter.java
+++ b/dhp-workflows/dhp-dedup-openaire/src/main/java/eu/dnetlib/dhp/oa/dedup/SparkReporter.java
@@ -10,38 +10,38 @@ import scala.Tuple2;
 
 public class SparkReporter implements Serializable, Reporter {
 
-    private final List<Tuple2<String, String>> relations = new ArrayList<>();
+  private final List<Tuple2<String, String>> relations = new ArrayList<>();
 
-    private Map<String, LongAccumulator> accumulators;
+  private Map<String, LongAccumulator> accumulators;
 
-    public SparkReporter(Map<String, LongAccumulator> accumulators) {
-        this.accumulators = accumulators;
+  public SparkReporter(Map<String, LongAccumulator> accumulators) {
+    this.accumulators = accumulators;
+  }
+
+  public void incrementCounter(
+      String counterGroup,
+      String counterName,
+      long delta,
+      Map<String, LongAccumulator> accumulators) {
+
+    final String accumulatorName = String.format("%s::%s", counterGroup, counterName);
+    if (accumulators.containsKey(accumulatorName)) {
+      accumulators.get(accumulatorName).add(delta);
     }
+  }
 
-    public void incrementCounter(
-            String counterGroup,
-            String counterName,
-            long delta,
-            Map<String, LongAccumulator> accumulators) {
+  @Override
+  public void incrementCounter(String counterGroup, String counterName, long delta) {
 
-        final String accumulatorName = String.format("%s::%s", counterGroup, counterName);
-        if (accumulators.containsKey(accumulatorName)) {
-            accumulators.get(accumulatorName).add(delta);
-        }
-    }
+    incrementCounter(counterGroup, counterName, delta, accumulators);
+  }
 
-    @Override
-    public void incrementCounter(String counterGroup, String counterName, long delta) {
+  @Override
+  public void emit(String type, String from, String to) {
+    relations.add(new Tuple2<>(from, to));
+  }
 
-        incrementCounter(counterGroup, counterName, delta, accumulators);
-    }
-
-    @Override
-    public void emit(String type, String from, String to) {
-        relations.add(new Tuple2<>(from, to));
-    }
-
-    public List<Tuple2<String, String>> getRelations() {
-        return relations;
-    }
+  public List<Tuple2<String, String>> getRelations() {
+    return relations;
+  }
 }
diff --git a/dhp-workflows/dhp-dedup-openaire/src/main/java/eu/dnetlib/dhp/oa/dedup/SparkUpdateEntity.java b/dhp-workflows/dhp-dedup-openaire/src/main/java/eu/dnetlib/dhp/oa/dedup/SparkUpdateEntity.java
index ee13eff6b4..56dec79cf4 100644
--- a/dhp-workflows/dhp-dedup-openaire/src/main/java/eu/dnetlib/dhp/oa/dedup/SparkUpdateEntity.java
+++ b/dhp-workflows/dhp-dedup-openaire/src/main/java/eu/dnetlib/dhp/oa/dedup/SparkUpdateEntity.java
@@ -31,129 +31,119 @@ import scala.Tuple2;
 
 public class SparkUpdateEntity extends AbstractSparkAction {
 
-    private static final Logger log = LoggerFactory.getLogger(SparkUpdateEntity.class);
+  private static final Logger log = LoggerFactory.getLogger(SparkUpdateEntity.class);
 
-    private static final String IDJSONPATH = "$.id";
+  private static final String IDJSONPATH = "$.id";
 
-    public SparkUpdateEntity(ArgumentApplicationParser parser, SparkSession spark) {
-        super(parser, spark);
+  public SparkUpdateEntity(ArgumentApplicationParser parser, SparkSession spark) {
+    super(parser, spark);
+  }
+
+  public static void main(String[] args) throws Exception {
+    ArgumentApplicationParser parser =
+        new ArgumentApplicationParser(
+            IOUtils.toString(
+                SparkUpdateEntity.class.getResourceAsStream(
+                    "/eu/dnetlib/dhp/oa/dedup/updateEntity_parameters.json")));
+    parser.parseArgument(args);
+
+    SparkConf conf = new SparkConf();
+    conf.set("spark.serializer", "org.apache.spark.serializer.KryoSerializer");
+    conf.registerKryoClasses(ModelSupport.getOafModelClasses());
+
+    new SparkUpdateEntity(parser, getSparkSession(conf))
+        .run(ISLookupClientFactory.getLookUpService(parser.get("isLookUpUrl")));
+  }
+
+  public void run(ISLookUpService isLookUpService) throws IOException {
+
+    final String graphBasePath = parser.get("graphBasePath");
+    final String workingPath = parser.get("workingPath");
+    final String dedupGraphPath = parser.get("dedupGraphPath");
+
+    log.info("graphBasePath:  '{}'", graphBasePath);
+    log.info("workingPath:    '{}'", workingPath);
+    log.info("dedupGraphPath: '{}'", dedupGraphPath);
+
+    final JavaSparkContext sc = JavaSparkContext.fromSparkContext(spark.sparkContext());
+
+    // for each entity
+    ModelSupport.entityTypes.forEach(
+        (type, clazz) -> {
+          final String outputPath = dedupGraphPath + "/" + type;
+          removeOutputDir(spark, outputPath);
+
+          JavaRDD<String> sourceEntity =
+              sc.textFile(DedupUtility.createEntityPath(graphBasePath, type.toString()));
+
+          if (mergeRelExists(workingPath, type.toString())) {
+
+            final String mergeRelPath =
+                DedupUtility.createMergeRelPath(workingPath, "*", type.toString());
+            final String dedupRecordPath =
+                DedupUtility.createDedupRecordPath(workingPath, "*", type.toString());
+
+            final Dataset<Relation> rel =
+                spark.read().load(mergeRelPath).as(Encoders.bean(Relation.class));
+
+            final JavaPairRDD<String, String> mergedIds =
+                rel.where("relClass == 'merges'")
+                    .select(rel.col("target"))
+                    .distinct()
+                    .toJavaRDD()
+                    .mapToPair(
+                        (PairFunction<Row, String, String>) r -> new Tuple2<>(r.getString(0), "d"));
+
+            JavaPairRDD<String, String> entitiesWithId =
+                sourceEntity.mapToPair(
+                    (PairFunction<String, String, String>)
+                        s -> new Tuple2<>(MapDocumentUtil.getJPathString(IDJSONPATH, s), s));
+            JavaRDD<String> map =
+                entitiesWithId
+                    .leftOuterJoin(mergedIds)
+                    .map(
+                        k ->
+                            k._2()._2().isPresent()
+                                ? updateDeletedByInference(k._2()._1(), clazz)
+                                : k._2()._1());
+
+            sourceEntity = map.union(sc.textFile(dedupRecordPath));
+          }
+
+          sourceEntity.saveAsTextFile(outputPath, GzipCodec.class);
+        });
+  }
+
+  public boolean mergeRelExists(String basePath, String entity) {
+
+    boolean result = false;
+    try {
+      FileSystem fileSystem = FileSystem.get(new Configuration());
+
+      FileStatus[] fileStatuses = fileSystem.listStatus(new Path(basePath));
+
+      for (FileStatus fs : fileStatuses) {
+        if (fs.isDirectory())
+          if (fileSystem.exists(
+              new Path(DedupUtility.createMergeRelPath(basePath, fs.getPath().getName(), entity))))
+            result = true;
+      }
+
+      return result;
+    } catch (IOException e) {
+      throw new RuntimeException(e);
     }
+  }
 
-    public static void main(String[] args) throws Exception {
-        ArgumentApplicationParser parser =
-                new ArgumentApplicationParser(
-                        IOUtils.toString(
-                                SparkUpdateEntity.class.getResourceAsStream(
-                                        "/eu/dnetlib/dhp/oa/dedup/updateEntity_parameters.json")));
-        parser.parseArgument(args);
-
-        SparkConf conf = new SparkConf();
-        conf.set("spark.serializer", "org.apache.spark.serializer.KryoSerializer");
-        conf.registerKryoClasses(ModelSupport.getOafModelClasses());
-
-        new SparkUpdateEntity(parser, getSparkSession(conf))
-                .run(ISLookupClientFactory.getLookUpService(parser.get("isLookUpUrl")));
-    }
-
-    public void run(ISLookUpService isLookUpService) throws IOException {
-
-        final String graphBasePath = parser.get("graphBasePath");
-        final String workingPath = parser.get("workingPath");
-        final String dedupGraphPath = parser.get("dedupGraphPath");
-
-        log.info("graphBasePath:  '{}'", graphBasePath);
-        log.info("workingPath:    '{}'", workingPath);
-        log.info("dedupGraphPath: '{}'", dedupGraphPath);
-
-        final JavaSparkContext sc = JavaSparkContext.fromSparkContext(spark.sparkContext());
-
-        // for each entity
-        ModelSupport.entityTypes.forEach(
-                (type, clazz) -> {
-                    final String outputPath = dedupGraphPath + "/" + type;
-                    removeOutputDir(spark, outputPath);
-
-                    JavaRDD<String> sourceEntity =
-                            sc.textFile(
-                                    DedupUtility.createEntityPath(graphBasePath, type.toString()));
-
-                    if (mergeRelExists(workingPath, type.toString())) {
-
-                        final String mergeRelPath =
-                                DedupUtility.createMergeRelPath(workingPath, "*", type.toString());
-                        final String dedupRecordPath =
-                                DedupUtility.createDedupRecordPath(
-                                        workingPath, "*", type.toString());
-
-                        final Dataset<Relation> rel =
-                                spark.read().load(mergeRelPath).as(Encoders.bean(Relation.class));
-
-                        final JavaPairRDD<String, String> mergedIds =
-                                rel.where("relClass == 'merges'")
-                                        .select(rel.col("target"))
-                                        .distinct()
-                                        .toJavaRDD()
-                                        .mapToPair(
-                                                (PairFunction<Row, String, String>)
-                                                        r -> new Tuple2<>(r.getString(0), "d"));
-
-                        JavaPairRDD<String, String> entitiesWithId =
-                                sourceEntity.mapToPair(
-                                        (PairFunction<String, String, String>)
-                                                s ->
-                                                        new Tuple2<>(
-                                                                MapDocumentUtil.getJPathString(
-                                                                        IDJSONPATH, s),
-                                                                s));
-                        JavaRDD<String> map =
-                                entitiesWithId
-                                        .leftOuterJoin(mergedIds)
-                                        .map(
-                                                k ->
-                                                        k._2()._2().isPresent()
-                                                                ? updateDeletedByInference(
-                                                                        k._2()._1(), clazz)
-                                                                : k._2()._1());
-
-                        sourceEntity = map.union(sc.textFile(dedupRecordPath));
-                    }
-
-                    sourceEntity.saveAsTextFile(outputPath, GzipCodec.class);
-                });
-    }
-
-    public boolean mergeRelExists(String basePath, String entity) {
-
-        boolean result = false;
-        try {
-            FileSystem fileSystem = FileSystem.get(new Configuration());
-
-            FileStatus[] fileStatuses = fileSystem.listStatus(new Path(basePath));
-
-            for (FileStatus fs : fileStatuses) {
-                if (fs.isDirectory())
-                    if (fileSystem.exists(
-                            new Path(
-                                    DedupUtility.createMergeRelPath(
-                                            basePath, fs.getPath().getName(), entity))))
-                        result = true;
-            }
-
-            return result;
-        } catch (IOException e) {
-            throw new RuntimeException(e);
-        }
-    }
-
-    private static <T extends OafEntity> String updateDeletedByInference(
-            final String json, final Class<T> clazz) {
-        try {
-            Oaf entity = OBJECT_MAPPER.readValue(json, clazz);
-            if (entity.getDataInfo() == null) entity.setDataInfo(new DataInfo());
-            entity.getDataInfo().setDeletedbyinference(true);
-            return OBJECT_MAPPER.writeValueAsString(entity);
-        } catch (IOException e) {
-            throw new RuntimeException("Unable to convert json", e);
-        }
+  private static <T extends OafEntity> String updateDeletedByInference(
+      final String json, final Class<T> clazz) {
+    try {
+      Oaf entity = OBJECT_MAPPER.readValue(json, clazz);
+      if (entity.getDataInfo() == null) entity.setDataInfo(new DataInfo());
+      entity.getDataInfo().setDeletedbyinference(true);
+      return OBJECT_MAPPER.writeValueAsString(entity);
+    } catch (IOException e) {
+      throw new RuntimeException("Unable to convert json", e);
     }
+  }
 }
diff --git a/dhp-workflows/dhp-dedup-openaire/src/main/java/eu/dnetlib/dhp/oa/dedup/graph/ConnectedComponent.java b/dhp-workflows/dhp-dedup-openaire/src/main/java/eu/dnetlib/dhp/oa/dedup/graph/ConnectedComponent.java
index b89a0e7e24..f4370a79c3 100644
--- a/dhp-workflows/dhp-dedup-openaire/src/main/java/eu/dnetlib/dhp/oa/dedup/graph/ConnectedComponent.java
+++ b/dhp-workflows/dhp-dedup-openaire/src/main/java/eu/dnetlib/dhp/oa/dedup/graph/ConnectedComponent.java
@@ -11,68 +11,68 @@ import org.codehaus.jackson.annotate.JsonIgnore;
 
 public class ConnectedComponent implements Serializable {
 
-    private Set<String> docIds;
-    private String ccId;
+  private Set<String> docIds;
+  private String ccId;
 
-    public ConnectedComponent() {}
+  public ConnectedComponent() {}
 
-    public ConnectedComponent(Set<String> docIds) {
-        this.docIds = docIds;
-        createID();
+  public ConnectedComponent(Set<String> docIds) {
+    this.docIds = docIds;
+    createID();
+  }
+
+  public String createID() {
+    if (docIds.size() > 1) {
+      final String s = getMin();
+      String prefix = s.split("\\|")[0];
+      ccId = prefix + "|dedup_wf_001::" + DedupUtility.md5(s);
+      return ccId;
+    } else {
+      return docIds.iterator().next();
     }
+  }
 
-    public String createID() {
-        if (docIds.size() > 1) {
-            final String s = getMin();
-            String prefix = s.split("\\|")[0];
-            ccId = prefix + "|dedup_wf_001::" + DedupUtility.md5(s);
-            return ccId;
-        } else {
-            return docIds.iterator().next();
-        }
+  @JsonIgnore
+  public String getMin() {
+
+    final StringBuilder min = new StringBuilder();
+    docIds.forEach(
+        i -> {
+          if (StringUtils.isBlank(min.toString())) {
+            min.append(i);
+          } else {
+            if (min.toString().compareTo(i) > 0) {
+              min.setLength(0);
+              min.append(i);
+            }
+          }
+        });
+    return min.toString();
+  }
+
+  @Override
+  public String toString() {
+    ObjectMapper mapper = new ObjectMapper();
+    try {
+      return mapper.writeValueAsString(this);
+    } catch (IOException e) {
+      throw new PaceException("Failed to create Json: ", e);
     }
+  }
 
-    @JsonIgnore
-    public String getMin() {
+  public Set<String> getDocIds() {
+    return docIds;
+  }
 
-        final StringBuilder min = new StringBuilder();
-        docIds.forEach(
-                i -> {
-                    if (StringUtils.isBlank(min.toString())) {
-                        min.append(i);
-                    } else {
-                        if (min.toString().compareTo(i) > 0) {
-                            min.setLength(0);
-                            min.append(i);
-                        }
-                    }
-                });
-        return min.toString();
-    }
+  public void setDocIds(Set<String> docIds) {
+    this.docIds = docIds;
+  }
 
-    @Override
-    public String toString() {
-        ObjectMapper mapper = new ObjectMapper();
-        try {
-            return mapper.writeValueAsString(this);
-        } catch (IOException e) {
-            throw new PaceException("Failed to create Json: ", e);
-        }
-    }
+  public String getCcId() {
+    return ccId;
+  }
 
-    public Set<String> getDocIds() {
-        return docIds;
-    }
-
-    public void setDocIds(Set<String> docIds) {
-        this.docIds = docIds;
-    }
-
-    public String getCcId() {
-        return ccId;
-    }
-
-    public void setCcId(String ccId) {
-        this.ccId = ccId;
-    }
+  public void setCcId(String ccId) {
+    this.ccId = ccId;
+  }
 }
diff --git a/dhp-workflows/dhp-dedup-openaire/src/main/java/eu/dnetlib/dhp/oa/dedup/model/Block.java b/dhp-workflows/dhp-dedup-openaire/src/main/java/eu/dnetlib/dhp/oa/dedup/model/Block.java
index 8f3d3ffa4e..10b622497e 100644
--- a/dhp-workflows/dhp-dedup-openaire/src/main/java/eu/dnetlib/dhp/oa/dedup/model/Block.java
+++ b/dhp-workflows/dhp-dedup-openaire/src/main/java/eu/dnetlib/dhp/oa/dedup/model/Block.java
@@ -13,65 +13,61 @@ import java.util.stream.StreamSupport;
 
 public class Block implements Serializable {
 
-    private String key;
+  private String key;
 
-    private List<MapDocument> documents;
+  private List<MapDocument> documents;
 
-    public Block() {
-        super();
-    }
+  public Block() {
+    super();
+  }
 
-    public static Block from(String key, MapDocument doc) {
-        Block block = new Block();
-        block.setKey(key);
-        block.setDocuments(Lists.newArrayList(doc));
-        return block;
-    }
+  public static Block from(String key, MapDocument doc) {
+    Block block = new Block();
+    block.setKey(key);
+    block.setDocuments(Lists.newArrayList(doc));
+    return block;
+  }
 
-    public static Block from(String key, Iterator<Block> blocks, String orderField, int maxSize) {
-        Block block = new Block();
-        block.setKey(key);
+  public static Block from(String key, Iterator<Block> blocks, String orderField, int maxSize) {
+    Block block = new Block();
+    block.setKey(key);
 
-        Iterable<Block> it = () -> blocks;
+    Iterable<Block> it = () -> blocks;
 
-        block.setDocuments(
-                StreamSupport.stream(it.spliterator(), false)
-                        .flatMap(b -> b.getDocuments().stream())
-                        .sorted(
-                                Comparator.comparing(
-                                        a -> a.getFieldMap().get(orderField).stringValue()))
-                        .limit(maxSize)
-                        .collect(Collectors.toCollection(ArrayList::new)));
-        return block;
-    }
+    block.setDocuments(
+        StreamSupport.stream(it.spliterator(), false)
+            .flatMap(b -> b.getDocuments().stream())
+            .sorted(Comparator.comparing(a -> a.getFieldMap().get(orderField).stringValue()))
+            .limit(maxSize)
+            .collect(Collectors.toCollection(ArrayList::new)));
+    return block;
+  }
 
-    public static Block from(Block b1, Block b2, String orderField, int maxSize) {
-        Block block = new Block();
-        block.setKey(b1.getKey());
-        block.setDocuments(
-                Stream.concat(b1.getDocuments().stream(), b2.getDocuments().stream())
-                        .sorted(
-                                Comparator.comparing(
-                                        a -> a.getFieldMap().get(orderField).stringValue()))
-                        .limit(maxSize)
-                        .collect(Collectors.toCollection(ArrayList::new)));
+  public static Block from(Block b1, Block b2, String orderField, int maxSize) {
+    Block block = new Block();
+    block.setKey(b1.getKey());
+    block.setDocuments(
+        Stream.concat(b1.getDocuments().stream(), b2.getDocuments().stream())
+            .sorted(Comparator.comparing(a -> a.getFieldMap().get(orderField).stringValue()))
+            .limit(maxSize)
+            .collect(Collectors.toCollection(ArrayList::new)));
 
-        return block;
-    }
+    return block;
+  }
 
-    public String getKey() {
-        return key;
-    }
+  public String getKey() {
+    return key;
+  }
 
-    public void setKey(String key) {
-        this.key = key;
-    }
+  public void setKey(String key) {
+    this.key = key;
+  }
 
-    public List<MapDocument> getDocuments() {
-        return documents;
-    }
+  public List<MapDocument> getDocuments() {
+    return documents;
+  }
 
-    public void setDocuments(List<MapDocument> documents) {
-        this.documents = documents;
-    }
+  public void setDocuments(List<MapDocument> documents) {
+    this.documents = documents;
+  }
 }
diff --git a/dhp-workflows/dhp-dedup-openaire/src/test/java/eu/dnetlib/dhp/oa/dedup/MergeAuthorTest.java b/dhp-workflows/dhp-dedup-openaire/src/test/java/eu/dnetlib/dhp/oa/dedup/MergeAuthorTest.java
index 29e010cbd0..4236f32e3b 100644
--- a/dhp-workflows/dhp-dedup-openaire/src/test/java/eu/dnetlib/dhp/oa/dedup/MergeAuthorTest.java
+++ b/dhp-workflows/dhp-dedup-openaire/src/test/java/eu/dnetlib/dhp/oa/dedup/MergeAuthorTest.java
@@ -11,41 +11,39 @@ import org.junit.jupiter.api.BeforeEach;
 
 public class MergeAuthorTest {
 
-    private List<Publication> publicationsToMerge;
-    private final ObjectMapper mapper = new ObjectMapper();
+  private List<Publication> publicationsToMerge;
+  private final ObjectMapper mapper = new ObjectMapper();
 
-    @BeforeEach
-    public void setUp() throws Exception {
-        final String json =
-                IOUtils.toString(
-                        this.getClass()
-                                .getResourceAsStream(
-                                        "/eu/dnetlib/dhp/dedup/json/authors_merge.json"));
+  @BeforeEach
+  public void setUp() throws Exception {
+    final String json =
+        IOUtils.toString(
+            this.getClass().getResourceAsStream("/eu/dnetlib/dhp/dedup/json/authors_merge.json"));
 
-        publicationsToMerge =
-                Arrays.asList(json.split("\n")).stream()
-                        .map(
-                                s -> {
-                                    try {
-                                        return mapper.readValue(s, Publication.class);
-                                    } catch (IOException e) {
-                                        throw new RuntimeException(e);
-                                    }
-                                })
-                        .collect(Collectors.toList());
-    }
+    publicationsToMerge =
+        Arrays.asList(json.split("\n")).stream()
+            .map(
+                s -> {
+                  try {
+                    return mapper.readValue(s, Publication.class);
+                  } catch (IOException e) {
+                    throw new RuntimeException(e);
+                  }
+                })
+            .collect(Collectors.toList());
+  }
 
-    // FIX ME Michele DB this tests doesn't work
-    // @Test
-    public void test() throws Exception {
-        Publication dedup = new Publication();
+  // FIX ME Michele DB this tests doesn't work
+  // @Test
+  public void test() throws Exception {
+    Publication dedup = new Publication();
 
-        publicationsToMerge.forEach(
-                p -> {
-                    dedup.mergeFrom(p);
-                    dedup.setAuthor(DedupUtility.mergeAuthor(dedup.getAuthor(), p.getAuthor()));
-                });
+    publicationsToMerge.forEach(
+        p -> {
+          dedup.mergeFrom(p);
+          dedup.setAuthor(DedupUtility.mergeAuthor(dedup.getAuthor(), p.getAuthor()));
+        });
 
-        System.out.println(mapper.writeValueAsString(dedup));
-    }
+    System.out.println(mapper.writeValueAsString(dedup));
+  }
 }
diff --git a/dhp-workflows/dhp-dedup-openaire/src/test/java/eu/dnetlib/dhp/oa/dedup/SparkDedupTest.java b/dhp-workflows/dhp-dedup-openaire/src/test/java/eu/dnetlib/dhp/oa/dedup/SparkDedupTest.java
index 5979fc9b70..838e7188d5 100644
--- a/dhp-workflows/dhp-dedup-openaire/src/test/java/eu/dnetlib/dhp/oa/dedup/SparkDedupTest.java
+++ b/dhp-workflows/dhp-dedup-openaire/src/test/java/eu/dnetlib/dhp/oa/dedup/SparkDedupTest.java
@@ -36,345 +36,418 @@ import scala.Tuple2;
 @TestMethodOrder(MethodOrderer.OrderAnnotation.class)
 public class SparkDedupTest implements Serializable {
 
-    @Mock(serializable = true)
-    ISLookUpService isLookUpService;
+  @Mock(serializable = true)
+  ISLookUpService isLookUpService;
 
-    private static SparkSession spark;
-    private static JavaSparkContext jsc;
+  private static SparkSession spark;
+  private static JavaSparkContext jsc;
 
-    private static String testGraphBasePath;
-    private static String testOutputBasePath;
-    private static String testDedupGraphBasePath;
-    private static final String testActionSetId = "test-orchestrator";
+  private static String testGraphBasePath;
+  private static String testOutputBasePath;
+  private static String testDedupGraphBasePath;
+  private static final String testActionSetId = "test-orchestrator";
 
-    @BeforeAll
-    public static void cleanUp() throws IOException, URISyntaxException {
+  @BeforeAll
+  public static void cleanUp() throws IOException, URISyntaxException {
 
-        testGraphBasePath =
-                Paths.get(
-                                SparkDedupTest.class
-                                        .getResource("/eu/dnetlib/dhp/dedup/entities")
-                                        .toURI())
-                        .toFile()
-                        .getAbsolutePath();
+    testGraphBasePath =
+        Paths.get(SparkDedupTest.class.getResource("/eu/dnetlib/dhp/dedup/entities").toURI())
+            .toFile()
+            .getAbsolutePath();
+    testOutputBasePath =
+        createTempDirectory(SparkDedupTest.class.getSimpleName() + "-").toAbsolutePath().toString();
+    testDedupGraphBasePath =
+        createTempDirectory(SparkDedupTest.class.getSimpleName() + "-").toAbsolutePath().toString();
 
-        testOutputBasePath =
-                createTempDirectory(SparkDedupTest.class.getSimpleName() + "-")
-                        .toAbsolutePath()
-                        .toString();
-        testDedupGraphBasePath =
-                createTempDirectory(SparkDedupTest.class.getSimpleName() + "-")
-                        .toAbsolutePath()
-                        .toString();
+    FileUtils.deleteDirectory(new File(testOutputBasePath));
+    FileUtils.deleteDirectory(new File(testDedupGraphBasePath));
 
-        FileUtils.deleteDirectory(new File(testOutputBasePath));
-        FileUtils.deleteDirectory(new File(testDedupGraphBasePath));
+    spark =
+        SparkSession.builder()
+            .appName(SparkDedupTest.class.getSimpleName())
+            .master("local[*]")
+            .config(new SparkConf())
+            .getOrCreate();
 
-        spark =
-                SparkSession.builder()
-                        .appName(SparkDedupTest.class.getSimpleName())
-                        .master("local[*]")
-                        .config(new SparkConf())
-                        .getOrCreate();
+    jsc = JavaSparkContext.fromSparkContext(spark.sparkContext());
+  }
 
-        jsc = JavaSparkContext.fromSparkContext(spark.sparkContext());
-    }
+  @BeforeEach
+  public void setUp() throws IOException, ISLookUpException {
 
-    @BeforeEach
-    public void setUp() throws IOException, ISLookUpException {
+    lenient()
+        .when(isLookUpService.getResourceProfileByQuery(Mockito.contains(testActionSetId)))
+        .thenReturn(
+            IOUtils.toString(
+                SparkDedupTest.class.getResourceAsStream(
+                    "/eu/dnetlib/dhp/dedup/profiles/mock_orchestrator.xml")));
 
-        lenient()
-                .when(isLookUpService.getResourceProfileByQuery(Mockito.contains(testActionSetId)))
-                .thenReturn(
-                        IOUtils.toString(
-                                SparkDedupTest.class.getResourceAsStream(
-                                        "/eu/dnetlib/dhp/dedup/profiles/mock_orchestrator.xml")));
+    lenient()
+        .when(isLookUpService.getResourceProfileByQuery(Mockito.contains("organization")))
+        .thenReturn(
+            IOUtils.toString(
+                SparkDedupTest.class.getResourceAsStream(
+                    "/eu/dnetlib/dhp/dedup/conf/org.curr.conf.json")));
 
-        lenient()
-                .when(isLookUpService.getResourceProfileByQuery(Mockito.contains("organization")))
-                .thenReturn(
-                        IOUtils.toString(
-                                SparkDedupTest.class.getResourceAsStream(
-                                        "/eu/dnetlib/dhp/dedup/conf/org.curr.conf.json")));
+    lenient()
+        .when(isLookUpService.getResourceProfileByQuery(Mockito.contains("publication")))
+        .thenReturn(
+            IOUtils.toString(
+                SparkDedupTest.class.getResourceAsStream(
+                    "/eu/dnetlib/dhp/dedup/conf/pub.curr.conf.json")));
 
-        lenient()
-                .when(isLookUpService.getResourceProfileByQuery(Mockito.contains("publication")))
-                .thenReturn(
-                        IOUtils.toString(
-                                SparkDedupTest.class.getResourceAsStream(
-                                        "/eu/dnetlib/dhp/dedup/conf/pub.curr.conf.json")));
+    lenient()
+        .when(isLookUpService.getResourceProfileByQuery(Mockito.contains("software")))
+        .thenReturn(
+            IOUtils.toString(
+                SparkDedupTest.class.getResourceAsStream(
+                    "/eu/dnetlib/dhp/dedup/conf/sw.curr.conf.json")));
 
-        lenient()
-                .when(isLookUpService.getResourceProfileByQuery(Mockito.contains("software")))
-                .thenReturn(
-                        IOUtils.toString(
-                                SparkDedupTest.class.getResourceAsStream(
-                                        "/eu/dnetlib/dhp/dedup/conf/sw.curr.conf.json")));
-    }
+    lenient()
+        .when(isLookUpService.getResourceProfileByQuery(Mockito.contains("dataset")))
+        .thenReturn(
+            IOUtils.toString(
+                SparkDedupTest.class.getResourceAsStream(
+                    "/eu/dnetlib/dhp/dedup/conf/ds.curr.conf.json")));
 
-    @Test
-    @Order(1)
-    public void createSimRelsTest() throws Exception {
+    lenient()
+        .when(isLookUpService.getResourceProfileByQuery(Mockito.contains("otherresearchproduct")))
+        .thenReturn(
+            IOUtils.toString(
+                SparkDedupTest.class.getResourceAsStream(
+                    "/eu/dnetlib/dhp/dedup/conf/orp.curr.conf.json")));
+  }
 
-        ArgumentApplicationParser parser =
-                new ArgumentApplicationParser(
-                        IOUtils.toString(
-                                SparkCreateSimRels.class.getResourceAsStream(
-                                        "/eu/dnetlib/dhp/oa/dedup/createSimRels_parameters.json")));
-        parser.parseArgument(
-                new String[] {
-                    "-i", testGraphBasePath,
-                    "-asi", testActionSetId,
-                    "-la", "lookupurl",
-                    "-w", testOutputBasePath
-                });
+  @Test
+  @Order(1)
+  public void createSimRelsTest() throws Exception {
 
-        new SparkCreateSimRels(parser, spark).run(isLookUpService);
+    ArgumentApplicationParser parser =
+        new ArgumentApplicationParser(
+            IOUtils.toString(
+                SparkCreateSimRels.class.getResourceAsStream(
+                    "/eu/dnetlib/dhp/oa/dedup/createSimRels_parameters.json")));
+    parser.parseArgument(
+        new String[] {
+          "-i",
+          testGraphBasePath,
+          "-asi",
+          testActionSetId,
+          "-la",
+          "lookupurl",
+          "-w",
+          testOutputBasePath
+        });
 
-        long orgs_simrel =
-                spark.read()
-                        .load(testOutputBasePath + "/" + testActionSetId + "/organization_simrel")
-                        .count();
-        long pubs_simrel =
-                spark.read()
-                        .load(testOutputBasePath + "/" + testActionSetId + "/publication_simrel")
-                        .count();
-        long sw_simrel =
-                spark.read()
-                        .load(testOutputBasePath + "/" + testActionSetId + "/software_simrel")
-                        .count();
+    new SparkCreateSimRels(parser, spark).run(isLookUpService);
 
-        assertEquals(3432, orgs_simrel);
-        assertEquals(7260, pubs_simrel);
-        assertEquals(344, sw_simrel);
-    }
+    long orgs_simrel =
+        spark
+            .read()
+            .load(testOutputBasePath + "/" + testActionSetId + "/organization_simrel")
+            .count();
+    long pubs_simrel =
+        spark
+            .read()
+            .load(testOutputBasePath + "/" + testActionSetId + "/publication_simrel")
+            .count();
+    long sw_simrel =
+        spark.read().load(testOutputBasePath + "/" + testActionSetId + "/software_simrel").count();
 
-    @Test
-    @Order(2)
-    public void createMergeRelsTest() throws Exception {
+    long ds_simrel =
+        spark.read().load(testOutputBasePath + "/" + testActionSetId + "/dataset_simrel").count();
 
-        ArgumentApplicationParser parser =
-                new ArgumentApplicationParser(
-                        IOUtils.toString(
-                                SparkCreateMergeRels.class.getResourceAsStream(
-                                        "/eu/dnetlib/dhp/oa/dedup/createCC_parameters.json")));
-        parser.parseArgument(
-                new String[] {
-                    "-i", testGraphBasePath,
-                    "-asi", testActionSetId,
-                    "-la", "lookupurl",
-                    "-w", testOutputBasePath
-                });
+    long orp_simrel =
+        spark
+            .read()
+            .load(testOutputBasePath + "/" + testActionSetId + "/otherresearchproduct_simrel")
+            .count();
 
-        new SparkCreateMergeRels(parser, spark).run(isLookUpService);
+    assertEquals(3432, orgs_simrel);
+    assertEquals(7152, pubs_simrel);
+    assertEquals(344, sw_simrel);
+    assertEquals(458, ds_simrel);
+    assertEquals(6750, orp_simrel);
+  }
 
-        long orgs_mergerel =
-                spark.read()
-                        .load(testOutputBasePath + "/" + testActionSetId + "/organization_mergerel")
-                        .count();
-        long pubs_mergerel =
-                spark.read()
-                        .load(testOutputBasePath + "/" + testActionSetId + "/publication_mergerel")
-                        .count();
-        long sw_mergerel =
-                spark.read()
-                        .load(testOutputBasePath + "/" + testActionSetId + "/software_mergerel")
-                        .count();
+  @Test
+  @Order(2)
+  public void createMergeRelsTest() throws Exception {
 
-        assertEquals(1276, orgs_mergerel);
-        assertEquals(1460, pubs_mergerel);
-        assertEquals(288, sw_mergerel);
-    }
+    ArgumentApplicationParser parser =
+        new ArgumentApplicationParser(
+            IOUtils.toString(
+                SparkCreateMergeRels.class.getResourceAsStream(
+                    "/eu/dnetlib/dhp/oa/dedup/createCC_parameters.json")));
+    parser.parseArgument(
+        new String[] {
+          "-i",
+          testGraphBasePath,
+          "-asi",
+          testActionSetId,
+          "-la",
+          "lookupurl",
+          "-w",
+          testOutputBasePath
+        });
 
-    @Test
-    @Order(3)
-    public void createDedupRecordTest() throws Exception {
+    new SparkCreateMergeRels(parser, spark).run(isLookUpService);
 
-        ArgumentApplicationParser parser =
-                new ArgumentApplicationParser(
-                        IOUtils.toString(
-                                SparkCreateDedupRecord.class.getResourceAsStream(
-                                        "/eu/dnetlib/dhp/oa/dedup/createDedupRecord_parameters.json")));
-        parser.parseArgument(
-                new String[] {
-                    "-i", testGraphBasePath,
-                    "-asi", testActionSetId,
-                    "-la", "lookupurl",
-                    "-w", testOutputBasePath
-                });
+    long orgs_mergerel =
+        spark
+            .read()
+            .load(testOutputBasePath + "/" + testActionSetId + "/organization_mergerel")
+            .count();
+    long pubs_mergerel =
+        spark
+            .read()
+            .load(testOutputBasePath + "/" + testActionSetId + "/publication_mergerel")
+            .count();
+    long sw_mergerel =
+        spark
+            .read()
+            .load(testOutputBasePath + "/" + testActionSetId + "/software_mergerel")
+            .count();
 
-        new SparkCreateDedupRecord(parser, spark).run(isLookUpService);
+    long ds_mergerel =
+        spark.read().load(testOutputBasePath + "/" + testActionSetId + "/dataset_mergerel").count();
 
-        long orgs_deduprecord =
-                jsc.textFile(
-                                testOutputBasePath
-                                        + "/"
-                                        + testActionSetId
-                                        + "/organization_deduprecord")
-                        .count();
-        long pubs_deduprecord =
-                jsc.textFile(
-                                testOutputBasePath
-                                        + "/"
-                                        + testActionSetId
-                                        + "/publication_deduprecord")
-                        .count();
-        long sw_deduprecord =
-                jsc.textFile(testOutputBasePath + "/" + testActionSetId + "/software_deduprecord")
-                        .count();
+    long orp_mergerel =
+        spark
+            .read()
+            .load(testOutputBasePath + "/" + testActionSetId + "/otherresearchproduct_mergerel")
+            .count();
 
-        assertEquals(82, orgs_deduprecord);
-        assertEquals(66, pubs_deduprecord);
-        assertEquals(51, sw_deduprecord);
-    }
+    assertEquals(1276, orgs_mergerel);
+    assertEquals(1442, pubs_mergerel);
+    assertEquals(288, sw_mergerel);
+    assertEquals(472, ds_mergerel);
+    assertEquals(718, orp_mergerel);
+  }
 
-    @Test
-    @Order(4)
-    public void updateEntityTest() throws Exception {
+  @Test
+  @Order(3)
+  public void createDedupRecordTest() throws Exception {
 
-        ArgumentApplicationParser parser =
-                new ArgumentApplicationParser(
-                        IOUtils.toString(
-                                SparkUpdateEntity.class.getResourceAsStream(
-                                        "/eu/dnetlib/dhp/oa/dedup/updateEntity_parameters.json")));
-        parser.parseArgument(
-                new String[] {
-                    "-i", testGraphBasePath,
-                    "-w", testOutputBasePath,
-                    "-o", testDedupGraphBasePath
-                });
+    ArgumentApplicationParser parser =
+        new ArgumentApplicationParser(
+            IOUtils.toString(
+                SparkCreateDedupRecord.class.getResourceAsStream(
+                    "/eu/dnetlib/dhp/oa/dedup/createDedupRecord_parameters.json")));
+    parser.parseArgument(
+        new String[] {
+          "-i",
+          testGraphBasePath,
+          "-asi",
+          testActionSetId,
+          "-la",
+          "lookupurl",
+          "-w",
+          testOutputBasePath
+        });
 
-        new SparkUpdateEntity(parser, spark).run(isLookUpService);
+    new SparkCreateDedupRecord(parser, spark).run(isLookUpService);
 
-        long organizations = jsc.textFile(testDedupGraphBasePath + "/organization").count();
-        long publications = jsc.textFile(testDedupGraphBasePath + "/publication").count();
-        long projects = jsc.textFile(testDedupGraphBasePath + "/project").count();
-        long datasource = jsc.textFile(testDedupGraphBasePath + "/datasource").count();
-        long softwares = jsc.textFile(testDedupGraphBasePath + "/software").count();
+    long orgs_deduprecord =
+        jsc.textFile(testOutputBasePath + "/" + testActionSetId + "/organization_deduprecord")
+            .count();
+    long pubs_deduprecord =
+        jsc.textFile(testOutputBasePath + "/" + testActionSetId + "/publication_deduprecord")
+            .count();
+    long sw_deduprecord =
+        jsc.textFile(testOutputBasePath + "/" + testActionSetId + "/software_deduprecord").count();
+    long ds_deduprecord =
+        jsc.textFile(testOutputBasePath + "/" + testActionSetId + "/dataset_deduprecord").count();
+    long orp_deduprecord =
+        jsc.textFile(
+                testOutputBasePath + "/" + testActionSetId + "/otherresearchproduct_deduprecord")
+            .count();
 
-        long mergedOrgs =
-                spark.read()
-                        .load(testOutputBasePath + "/" + testActionSetId + "/organization_mergerel")
-                        .as(Encoders.bean(Relation.class))
-                        .where("relClass=='merges'")
-                        .javaRDD()
-                        .map(Relation::getTarget)
-                        .distinct()
-                        .count();
+    assertEquals(82, orgs_deduprecord);
+    assertEquals(66, pubs_deduprecord);
+    assertEquals(51, sw_deduprecord);
+    assertEquals(96, ds_deduprecord);
+    assertEquals(89, orp_deduprecord);
+  }
 
-        long mergedPubs =
-                spark.read()
-                        .load(testOutputBasePath + "/" + testActionSetId + "/publication_mergerel")
-                        .as(Encoders.bean(Relation.class))
-                        .where("relClass=='merges'")
-                        .javaRDD()
-                        .map(Relation::getTarget)
-                        .distinct()
-                        .count();
+  @Test
+  @Order(4)
+  public void updateEntityTest() throws Exception {
 
-        long mergedSw =
-                spark.read()
-                        .load(testOutputBasePath + "/" + testActionSetId + "/software_mergerel")
-                        .as(Encoders.bean(Relation.class))
-                        .where("relClass=='merges'")
-                        .javaRDD()
-                        .map(Relation::getTarget)
-                        .distinct()
-                        .count();
+    ArgumentApplicationParser parser =
+        new ArgumentApplicationParser(
+            IOUtils.toString(
+                SparkUpdateEntity.class.getResourceAsStream(
+                    "/eu/dnetlib/dhp/oa/dedup/updateEntity_parameters.json")));
+    parser.parseArgument(
+        new String[] {
+          "-i", testGraphBasePath, "-w", testOutputBasePath, "-o", testDedupGraphBasePath
+        });
 
-        assertEquals(897, publications);
-        assertEquals(835, organizations);
-        assertEquals(100, projects);
-        assertEquals(100, datasource);
-        assertEquals(200, softwares);
+    new SparkUpdateEntity(parser, spark).run(isLookUpService);
 
-        long deletedOrgs =
-                jsc.textFile(testDedupGraphBasePath + "/organization")
-                        .filter(this::isDeletedByInference)
-                        .count();
+    long organizations = jsc.textFile(testDedupGraphBasePath + "/organization").count();
+    long publications = jsc.textFile(testDedupGraphBasePath + "/publication").count();
+    long projects = jsc.textFile(testDedupGraphBasePath + "/project").count();
+    long datasource = jsc.textFile(testDedupGraphBasePath + "/datasource").count();
+    long softwares = jsc.textFile(testDedupGraphBasePath + "/software").count();
+    long dataset = jsc.textFile(testDedupGraphBasePath + "/dataset").count();
+    long otherresearchproduct =
+        jsc.textFile(testDedupGraphBasePath + "/otherresearchproduct").count();
 
-        long deletedPubs =
-                jsc.textFile(testDedupGraphBasePath + "/publication")
-                        .filter(this::isDeletedByInference)
-                        .count();
+    long mergedOrgs =
+        spark
+            .read()
+            .load(testOutputBasePath + "/" + testActionSetId + "/organization_mergerel")
+            .as(Encoders.bean(Relation.class))
+            .where("relClass=='merges'")
+            .javaRDD()
+            .map(Relation::getTarget)
+            .distinct()
+            .count();
 
-        long deletedSw =
-                jsc.textFile(testDedupGraphBasePath + "/software")
-                        .filter(this::isDeletedByInference)
-                        .count();
+    long mergedPubs =
+        spark
+            .read()
+            .load(testOutputBasePath + "/" + testActionSetId + "/publication_mergerel")
+            .as(Encoders.bean(Relation.class))
+            .where("relClass=='merges'")
+            .javaRDD()
+            .map(Relation::getTarget)
+            .distinct()
+            .count();
 
-        assertEquals(mergedOrgs, deletedOrgs);
-        assertEquals(mergedPubs, deletedPubs);
-        assertEquals(mergedSw, deletedSw);
-    }
+    long mergedSw =
+        spark
+            .read()
+            .load(testOutputBasePath + "/" + testActionSetId + "/software_mergerel")
+            .as(Encoders.bean(Relation.class))
+            .where("relClass=='merges'")
+            .javaRDD()
+            .map(Relation::getTarget)
+            .distinct()
+            .count();
 
-    @Test
-    @Order(5)
-    public void propagateRelationTest() throws Exception {
+    long mergedDs =
+        spark
+            .read()
+            .load(testOutputBasePath + "/" + testActionSetId + "/dataset_mergerel")
+            .as(Encoders.bean(Relation.class))
+            .where("relClass=='merges'")
+            .javaRDD()
+            .map(Relation::getTarget)
+            .distinct()
+            .count();
 
-        ArgumentApplicationParser parser =
-                new ArgumentApplicationParser(
-                        IOUtils.toString(
-                                SparkPropagateRelation.class.getResourceAsStream(
-                                        "/eu/dnetlib/dhp/oa/dedup/propagateRelation_parameters.json")));
-        parser.parseArgument(
-                new String[] {
-                    "-i", testGraphBasePath,
-                    "-w", testOutputBasePath,
-                    "-o", testDedupGraphBasePath
-                });
+    long mergedOrp =
+        spark
+            .read()
+            .load(testOutputBasePath + "/" + testActionSetId + "/otherresearchproduct_mergerel")
+            .as(Encoders.bean(Relation.class))
+            .where("relClass=='merges'")
+            .javaRDD()
+            .map(Relation::getTarget)
+            .distinct()
+            .count();
 
-        new SparkPropagateRelation(parser, spark).run(isLookUpService);
+    assertEquals(897, publications);
+    assertEquals(835, organizations);
+    assertEquals(100, projects);
+    assertEquals(100, datasource);
+    assertEquals(200, softwares);
+    assertEquals(388, dataset);
+    assertEquals(517, otherresearchproduct);
 
-        long relations = jsc.textFile(testDedupGraphBasePath + "/relation").count();
+    long deletedOrgs =
+        jsc.textFile(testDedupGraphBasePath + "/organization")
+            .filter(this::isDeletedByInference)
+            .count();
 
-        assertEquals(826, relations);
+    long deletedPubs =
+        jsc.textFile(testDedupGraphBasePath + "/publication")
+            .filter(this::isDeletedByInference)
+            .count();
 
-        // check deletedbyinference
-        final Dataset<Relation> mergeRels =
-                spark.read()
-                        .load(DedupUtility.createMergeRelPath(testOutputBasePath, "*", "*"))
-                        .as(Encoders.bean(Relation.class));
-        final JavaPairRDD<String, String> mergedIds =
-                mergeRels
-                        .where("relClass == 'merges'")
-                        .select(mergeRels.col("target"))
-                        .distinct()
-                        .toJavaRDD()
-                        .mapToPair(
-                                (PairFunction<Row, String, String>)
-                                        r -> new Tuple2<String, String>(r.getString(0), "d"));
+    long deletedSw =
+        jsc.textFile(testDedupGraphBasePath + "/software")
+            .filter(this::isDeletedByInference)
+            .count();
 
-        JavaRDD<String> toCheck =
-                jsc.textFile(testDedupGraphBasePath + "/relation")
-                        .mapToPair(
-                                json ->
-                                        new Tuple2<>(
-                                                MapDocumentUtil.getJPathString("$.source", json),
-                                                json))
-                        .join(mergedIds)
-                        .map(t -> t._2()._1())
-                        .mapToPair(
-                                json ->
-                                        new Tuple2<>(
-                                                MapDocumentUtil.getJPathString("$.target", json),
-                                                json))
-                        .join(mergedIds)
-                        .map(t -> t._2()._1());
+    long deletedDs =
+        jsc.textFile(testDedupGraphBasePath + "/dataset")
+            .filter(this::isDeletedByInference)
+            .count();
 
-        long deletedbyinference = toCheck.filter(this::isDeletedByInference).count();
-        long updated = toCheck.count();
+    long deletedOrp =
+        jsc.textFile(testDedupGraphBasePath + "/otherresearchproduct")
+            .filter(this::isDeletedByInference)
+            .count();
 
-        assertEquals(updated, deletedbyinference);
-    }
+    assertEquals(mergedOrgs, deletedOrgs);
+    assertEquals(mergedPubs, deletedPubs);
+    assertEquals(mergedSw, deletedSw);
+    assertEquals(mergedDs, deletedDs);
+    assertEquals(mergedOrp, deletedOrp);
+  }
 
-    @AfterAll
-    public static void finalCleanUp() throws IOException {
-        FileUtils.deleteDirectory(new File(testOutputBasePath));
-        FileUtils.deleteDirectory(new File(testDedupGraphBasePath));
-    }
+  @Test
+  @Order(5)
+  public void propagateRelationTest() throws Exception {
 
-    public boolean isDeletedByInference(String s) {
-        return s.contains("\"deletedbyinference\":true");
-    }
+    ArgumentApplicationParser parser =
+        new ArgumentApplicationParser(
+            IOUtils.toString(
+                SparkPropagateRelation.class.getResourceAsStream(
+                    "/eu/dnetlib/dhp/oa/dedup/propagateRelation_parameters.json")));
+    parser.parseArgument(
+        new String[] {
+          "-i", testGraphBasePath, "-w", testOutputBasePath, "-o", testDedupGraphBasePath
+        });
+
+    new SparkPropagateRelation(parser, spark).run(isLookUpService);
+
+    long relations = jsc.textFile(testDedupGraphBasePath + "/relation").count();
+
+    assertEquals(826, relations);
+
+    // check deletedbyinference
+    final Dataset<Relation> mergeRels =
+        spark
+            .read()
+            .load(DedupUtility.createMergeRelPath(testOutputBasePath, "*", "*"))
+            .as(Encoders.bean(Relation.class));
+    final JavaPairRDD<String, String> mergedIds =
+        mergeRels
+            .where("relClass == 'merges'")
+            .select(mergeRels.col("target"))
+            .distinct()
+            .toJavaRDD()
+            .mapToPair(
+                (PairFunction<Row, String, String>)
+                    r -> new Tuple2<String, String>(r.getString(0), "d"));
+
+    JavaRDD<String> toCheck =
+        jsc.textFile(testDedupGraphBasePath + "/relation")
+            .mapToPair(json -> new Tuple2<>(MapDocumentUtil.getJPathString("$.source", json), json))
+            .join(mergedIds)
+            .map(t -> t._2()._1())
+            .mapToPair(json -> new Tuple2<>(MapDocumentUtil.getJPathString("$.target", json), json))
+            .join(mergedIds)
+            .map(t -> t._2()._1());
+
+    long deletedbyinference = toCheck.filter(this::isDeletedByInference).count();
+    long updated = toCheck.count();
+
+    assertEquals(updated, deletedbyinference);
+  }
+
+  @AfterAll
+  public static void finalCleanUp() throws IOException {
+    FileUtils.deleteDirectory(new File(testOutputBasePath));
+    FileUtils.deleteDirectory(new File(testDedupGraphBasePath));
+  }
+
+  public boolean isDeletedByInference(String s) {
+    return s.contains("\"deletedbyinference\":true");
+  }
 }
diff --git a/dhp-workflows/dhp-dedup-openaire/src/test/java/eu/dnetlib/dhp/oa/dedup/jpath/JsonPathTest.java b/dhp-workflows/dhp-dedup-openaire/src/test/java/eu/dnetlib/dhp/oa/dedup/jpath/JsonPathTest.java
index b8b83b7580..7c8d937ce3 100644
--- a/dhp-workflows/dhp-dedup-openaire/src/test/java/eu/dnetlib/dhp/oa/dedup/jpath/JsonPathTest.java
+++ b/dhp-workflows/dhp-dedup-openaire/src/test/java/eu/dnetlib/dhp/oa/dedup/jpath/JsonPathTest.java
@@ -7,285 +7,285 @@ import org.junit.jupiter.api.Test;
 
 public class JsonPathTest {
 
-    String json =
-            "{\t\"dataInfo\":{\t\t\"invisible\":false,\t\t\"inferred\":false,\t\t\"deletedbyinference\":false,\t\t\"trust\":\"0.810000002384185791\",\t\t\"inferenceprovenance\":\"\",\t\t\"provenanceaction\":{\t\t\t\"classid\":\"sysimport:crosswalk:entityregistry\",\t\t\t\"classname\":\"sysimport:crosswalk:entityregistry\",\t\t\t\"schemeid\":\"dnet:provenance_actions\",\t\t\t\"schemename\":\"dnet:provenance_actions\"\t\t}\t},\t\"lastupdatetimestamp\":1584960968152,\t\"id\":\"20|corda__h2020::9faf23721249f26ac2c16eb857ea1fb9\",\t\"originalId\":[\t\t\"corda__h2020::927957582\"\t],\t\"collectedfrom\":[\t\t{\t\t\t\"key\":\"openaire____::corda_h2020\",\t\t\t\"value\":\"CORDA - COmmon Research DAta Warehouse - Horizon 2020\",\t\t\t\"dataInfo\":null\t\t}\t],\t\"pid\":[\t],\t\"dateofcollection\":\"2016-06-05\",\t\"dateoftransformation\":\"2019-11-19\",\t\"extraInfo\":[\t],\t\"oaiprovenance\":null,\t\"legalshortname\":{\t\t\"value\":\"Comentor AB\",\t\t\"dataInfo\":{\t\t\t\"invisible\":false,\t\t\t\"inferred\":false,\t\t\t\"deletedbyinference\":false,\t\t\t\"trust\":\"0.810000002384185791\",\t\t\t\"inferenceprovenance\":\"\",\t\t\t\"provenanceaction\":{\t\t\t\t\"classid\":\"sysimport:crosswalk:entityregistry\",\t\t\t\t\"classname\":\"sysimport:crosswalk:entityregistry\",\t\t\t\t\"schemeid\":\"dnet:provenance_actions\",\t\t\t\t\"schemename\":\"dnet:provenance_actions\"\t\t\t}\t\t}\t},\t\"legalname\":{\t\t\"value\":\"Comentor AB\",\t\t\"dataInfo\":{\t\t\t\"invisible\":false,\t\t\t\"inferred\":false,\t\t\t\"deletedbyinference\":false,\t\t\t\"trust\":\"0.810000002384185791\",\t\t\t\"inferenceprovenance\":\"\",\t\t\t\"provenanceaction\":{\t\t\t\t\"classid\":\"sysimport:crosswalk:entityregistry\",\t\t\t\t\"classname\":\"sysimport:crosswalk:entityregistry\",\t\t\t\t\"schemeid\":\"dnet:provenance_actions\",\t\t\t\t\"schemename\":\"dnet:provenance_actions\"\t\t\t}\t\t}\t},\t\"alternativeNames\":[\t],\t\"websiteurl\":{\t\t\"value\":\"http://www.comentor.se\",\t\t\"dataInfo\":{\t\t\t\"invisible\":false,\t\t\t\"inferred\":false,\t\t\t\"deletedbyinference\":false,\t\t\t\"trust\":\"0.810000002384185791\",\t\t\t\"inferenceprovenance\":\"\",\t\t\t\"provenanceaction\":{\t\t\t\t\"classid\":\"sysimport:crosswalk:entityregistry\",\t\t\t\t\"classname\":\"sysimport:crosswalk:entityregistry\",\t\t\t\t\"schemeid\":\"dnet:provenance_actions\",\t\t\t\t\"schemename\":\"dnet:provenance_actions\"\t\t\t}\t\t}\t},\t\"logourl\":null,\t\"eclegalbody\":{\t\t\"value\":\"false\",\t\t\"dataInfo\":{\t\t\t\"invisible\":false,\t\t\t\"inferred\":false,\t\t\t\"deletedbyinference\":false,\t\t\t\"trust\":\"0.810000002384185791\",\t\t\t\"inferenceprovenance\":\"\",\t\t\t\"provenanceaction\":{\t\t\t\t\"classid\":\"sysimport:crosswalk:entityregistry\",\t\t\t\t\"classname\":\"sysimport:crosswalk:entityregistry\",\t\t\t\t\"schemeid\":\"dnet:provenance_actions\",\t\t\t\t\"schemename\":\"dnet:provenance_actions\"\t\t\t}\t\t}\t},\t\"eclegalperson\":{\t\t\"value\":\"true\",\t\t\"dataInfo\":{\t\t\t\"invisible\":false,\t\t\t\"inferred\":false,\t\t\t\"deletedbyinference\":false,\t\t\t\"trust\":\"0.810000002384185791\",\t\t\t\"inferenceprovenance\":\"\",\t\t\t\"provenanceaction\":{\t\t\t\t\"classid\":\"sysimport:crosswalk:entityregistry\",\t\t\t\t\"classname\":\"sysimport:crosswalk:entityregistry\",\t\t\t\t\"schemeid\":\"dnet:provenance_actions\",\t\t\t\t\"schemename\":\"dnet:provenance_actions\"\t\t\t}\t\t}\t},\t\"ecnonprofit\":{\t\t\"value\":\"false\",\t\t\"dataInfo\":{\t\t\t\"invisible\":false,\t\t\t\"inferred\":false,\t\t\t\"deletedbyinference\":false,\t\t\t\"trust\":\"0.810000002384185791\",\t\t\t\"inferenceprovenance\":\"\",\t\t\t\"provenanceaction\":{\t\t\t\t\"classid\":\"sysimport:crosswalk:entityregistry\",\t\t\t\t\"classname\":\"sysimport:crosswalk:entityregistry\",\t\t\t\t\"schemeid\":\"dnet:provenance_actions\",\t\t\t\t\"schemename\":\"dnet:provenance_actions\"\t\t\t}\t\t}\t},\t\"ecresearchorganization\":{\t\t\"value\":\"false\",\t\t\"dataInfo\":{\t\t\t\"invisible\":false,\t\t\t\"inferred\":false,\t\t\t\"deletedbyinference\":false,\t\t\t\"trust\":\"0.810000002384185791\",\t\t\t\"inferenceprovenance\":\"\",\t\t\t\"provenanceaction\":{\t\t\t\t\"classid\":\"sysimport:crosswalk:entityregistry\",\t\t\t\t\"classname\":\"sysimport:crosswalk:entityregistry\",\t\t\t\t\"schemeid\":\"dnet:provenance_actions\",\t\t\t\t\"schemename\":\"dnet:provenance_actions\"\t\t\t}\t\t}\t},\t\"echighereducation\":{\t\t\"value\":\"false\",\t\t\"dataInfo\":{\t\t\t\"invisible\":false,\t\t\t\"inferred\":false,\t\t\t\"deletedbyinference\":false,\t\t\t\"trust\":\"0.810000002384185791\",\t\t\t\"inferenceprovenance\":\"\",\t\t\t\"provenanceaction\":{\t\t\t\t\"classid\":\"sysimport:crosswalk:entityregistry\",\t\t\t\t\"classname\":\"sysimport:crosswalk:entityregistry\",\t\t\t\t\"schemeid\":\"dnet:provenance_actions\",\t\t\t\t\"schemename\":\"dnet:provenance_actions\"\t\t\t}\t\t}\t},\t\"ecinternationalorganizationeurinterests\":{\t\t\"value\":\"false\",\t\t\"dataInfo\":{\t\t\t\"invisible\":false,\t\t\t\"inferred\":false,\t\t\t\"deletedbyinference\":false,\t\t\t\"trust\":\"0.810000002384185791\",\t\t\t\"inferenceprovenance\":\"\",\t\t\t\"provenanceaction\":{\t\t\t\t\"classid\":\"sysimport:crosswalk:entityregistry\",\t\t\t\t\"classname\":\"sysimport:crosswalk:entityregistry\",\t\t\t\t\"schemeid\":\"dnet:provenance_actions\",\t\t\t\t\"schemename\":\"dnet:provenance_actions\"\t\t\t}\t\t}\t},\t\"ecinternationalorganization\":{\t\t\"value\":\"false\",\t\t\"dataInfo\":{\t\t\t\"invisible\":false,\t\t\t\"inferred\":false,\t\t\t\"deletedbyinference\":false,\t\t\t\"trust\":\"0.810000002384185791\",\t\t\t\"inferenceprovenance\":\"\",\t\t\t\"provenanceaction\":{\t\t\t\t\"classid\":\"sysimport:crosswalk:entityregistry\",\t\t\t\t\"classname\":\"sysimport:crosswalk:entityregistry\",\t\t\t\t\"schemeid\":\"dnet:provenance_actions\",\t\t\t\t\"schemename\":\"dnet:provenance_actions\"\t\t\t}\t\t}\t},\t\"ecenterprise\":{\t\t\"value\":\"false\",\t\t\"dataInfo\":{\t\t\t\"invisible\":false,\t\t\t\"inferred\":false,\t\t\t\"deletedbyinference\":false,\t\t\t\"trust\":\"0.810000002384185791\",\t\t\t\"inferenceprovenance\":\"\",\t\t\t\"provenanceaction\":{\t\t\t\t\"classid\":\"sysimport:crosswalk:entityregistry\",\t\t\t\t\"classname\":\"sysimport:crosswalk:entityregistry\",\t\t\t\t\"schemeid\":\"dnet:provenance_actions\",\t\t\t\t\"schemename\":\"dnet:provenance_actions\"\t\t\t}\t\t}\t},\t\"ecsmevalidated\":{\t\t\"value\":\"true\",\t\t\"dataInfo\":{\t\t\t\"invisible\":false,\t\t\t\"inferred\":false,\t\t\t\"deletedbyinference\":false,\t\t\t\"trust\":\"0.810000002384185791\",\t\t\t\"inferenceprovenance\":\"\",\t\t\t\"provenanceaction\":{\t\t\t\t\"classid\":\"sysimport:crosswalk:entityregistry\",\t\t\t\t\"classname\":\"sysimport:crosswalk:entityregistry\",\t\t\t\t\"schemeid\":\"dnet:provenance_actions\",\t\t\t\t\"schemename\":\"dnet:provenance_actions\"\t\t\t}\t\t}\t},\t\"ecnutscode\":{\t\t\"value\":\"false\",\t\t\"dataInfo\":{\t\t\t\"invisible\":false,\t\t\t\"inferred\":false,\t\t\t\"deletedbyinference\":false,\t\t\t\"trust\":\"0.810000002384185791\",\t\t\t\"inferenceprovenance\":\"\",\t\t\t\"provenanceaction\":{\t\t\t\t\"classid\":\"sysimport:crosswalk:entityregistry\",\t\t\t\t\"classname\":\"sysimport:crosswalk:entityregistry\",\t\t\t\t\"schemeid\":\"dnet:provenance_actions\",\t\t\t\t\"schemename\":\"dnet:provenance_actions\"\t\t\t}\t\t}\t},\t\"country\":null}";
-    DedupConfig conf =
-            DedupConfig.load(
-                    "{\n"
-                            + "  \"wf\" : {\n"
-                            + "    \"threshold\" : \"0.99\",\n"
-                            + "    \"dedupRun\" : \"001\",\n"
-                            + "    \"entityType\" : \"organization\",\n"
-                            + "    \"subEntityValue\": \"organization\",\n"
-                            + "    \"orderField\" : \"legalname\",\n"
-                            + "    \"queueMaxSize\" : \"2000\",\n"
-                            + "    \"groupMaxSize\" : \"50\",\n"
-                            + "    \"slidingWindowSize\" : \"200\",\n"
-                            + "    \"idPath\":\"$.id\",\n"
-                            + "    \"rootBuilder\" : [ \"organization\", \"projectOrganization_participation_isParticipant\", \"datasourceOrganization_provision_isProvidedBy\" ],\n"
-                            + "    \"includeChildren\" : \"true\",\n"
-                            + "    \"maxIterations\": \"20\"\n"
-                            + "  },\n"
-                            + "  \"pace\" : {\n"
-                            + "    \"clustering\" : [\n"
-                            + "      { \"name\" : \"sortedngrampairs\", \"fields\" : [ \"legalname\" ], \"params\" : { \"max\" : 2, \"ngramLen\" : \"3\"} },\n"
-                            + "      { \"name\" : \"suffixprefix\", \"fields\" : [ \"legalname\" ], \"params\" : { \"max\" : 1, \"len\" : \"3\" } },\n"
-                            + "      { \"name\" : \"urlclustering\", \"fields\" : [ \"websiteurl\" ], \"params\" : { } },\n"
-                            + "      { \"name\" : \"keywordsclustering\", \"fields\" : [ \"legalname\" ], \"params\" : { \"max\": 2, \"windowSize\": 4} }\n"
-                            + "    ],\n"
-                            + "    \"decisionTree\" : {\n"
-                            + "      \"start\": {\n"
-                            + "        \"fields\": [\n"
-                            + "          {\n"
-                            + "            \"field\": \"gridid\",\n"
-                            + "            \"comparator\": \"exactMatch\",\n"
-                            + "            \"weight\": 1,\n"
-                            + "            \"countIfUndefined\": \"false\",\n"
-                            + "            \"params\": {}\n"
-                            + "          }\n"
-                            + "        ],\n"
-                            + "        \"threshold\": 1,\n"
-                            + "        \"aggregation\": \"AVG\",\n"
-                            + "        \"positive\": \"MATCH\",\n"
-                            + "        \"negative\": \"NO_MATCH\",\n"
-                            + "        \"undefined\": \"layer2\",\n"
-                            + "        \"ignoreUndefined\": \"false\"\n"
-                            + "      },\n"
-                            + "      \"layer2\": {\n"
-                            + "        \"fields\": [\n"
-                            + "          {\n"
-                            + "            \"field\": \"websiteurl\",\n"
-                            + "            \"comparator\": \"domainExactMatch\",\n"
-                            + "            \"weight\": 1,\n"
-                            + "            \"countIfUndefined\": \"false\",\n"
-                            + "            \"params\": {}\n"
-                            + "          },\n"
-                            + "          {\n"
-                            + "            \"field\": \"country\",\n"
-                            + "            \"comparator\": \"exactMatch\",\n"
-                            + "            \"weight\": 1,\n"
-                            + "            \"countIfUndefined\": \"true\",\n"
-                            + "            \"params\": {}\n"
-                            + "          },\n"
-                            + "          {\n"
-                            + "            \"field\": \"legalname\",\n"
-                            + "            \"comparator\": \"numbersMatch\",\n"
-                            + "            \"weight\": 1,\n"
-                            + "            \"countIfUndefined\": \"true\",\n"
-                            + "            \"params\": {}\n"
-                            + "          },\n"
-                            + "          {\n"
-                            + "            \"field\": \"legalname\",\n"
-                            + "            \"comparator\": \"romansMatch\",\n"
-                            + "            \"weight\": 1,\n"
-                            + "            \"countIfUndefined\": \"true\",\n"
-                            + "            \"params\": {}\n"
-                            + "          }\n"
-                            + "        ],\n"
-                            + "        \"threshold\": 1,\n"
-                            + "        \"aggregation\": \"AND\",\n"
-                            + "        \"positive\": \"layer3\",\n"
-                            + "        \"negative\": \"NO_MATCH\",\n"
-                            + "        \"undefined\": \"layer3\",\n"
-                            + "        \"ignoreUndefined\": \"true\"\n"
-                            + "      },\n"
-                            + "      \"layer3\": {\n"
-                            + "        \"fields\": [\n"
-                            + "          {\n"
-                            + "            \"field\": \"legalname\",\n"
-                            + "            \"comparator\": \"cityMatch\",\n"
-                            + "            \"weight\": 1.0,\n"
-                            + "            \"countIfUndefined\": \"true\",\n"
-                            + "            \"params\": {\n"
-                            + "              \"windowSize\": \"4\"\n"
-                            + "            }\n"
-                            + "          }\n"
-                            + "        ],\n"
-                            + "        \"threshold\": 0.1,\n"
-                            + "        \"aggregation\": \"AVG\",\n"
-                            + "        \"positive\": \"layer4\",\n"
-                            + "        \"negative\": \"NO_MATCH\",\n"
-                            + "        \"undefined\": \"NO_MATCH\",\n"
-                            + "        \"ignoreUndefined\": \"true\"\n"
-                            + "      },\n"
-                            + "      \"layer4\": {\n"
-                            + "        \"fields\": [\n"
-                            + "          {\n"
-                            + "            \"field\": \"legalname\",\n"
-                            + "            \"comparator\": \"keywordMatch\",\n"
-                            + "            \"weight\": 1.0,\n"
-                            + "            \"countIfUndefined\": \"true\",\n"
-                            + "            \"params\": {\n"
-                            + "              \"windowSize\": \"4\"\n"
-                            + "            }\n"
-                            + "          }\n"
-                            + "        ],\n"
-                            + "        \"threshold\": 0.7,\n"
-                            + "        \"aggregation\": \"AVG\",\n"
-                            + "        \"positive\": \"layer5\",\n"
-                            + "        \"negative\": \"NO_MATCH\",\n"
-                            + "        \"undefined\": \"layer5\",\n"
-                            + "        \"ignoreUndefined\": \"true\"\n"
-                            + "      },\n"
-                            + "      \"layer5\": {\n"
-                            + "        \"fields\": [\n"
-                            + "          {\n"
-                            + "            \"field\": \"legalname\",\n"
-                            + "            \"comparator\": \"jaroWinklerNormalizedName\",\n"
-                            + "            \"weight\": 0.9,\n"
-                            + "            \"countIfUndefined\": \"true\",\n"
-                            + "            \"params\": {\n"
-                            + "              \"windowSize\": \"4\"\n"
-                            + "            }\n"
-                            + "          },\n"
-                            + "          {\n"
-                            + "            \"field\": \"legalshortname\",\n"
-                            + "            \"comparator\": \"jaroWinklerNormalizedName\",\n"
-                            + "            \"weight\": 0.1,\n"
-                            + "            \"countIfUndefined\": \"false\",\n"
-                            + "            \"params\": {\n"
-                            + "              \"windowSize\": 4\n"
-                            + "            }\n"
-                            + "          }\n"
-                            + "        ],\n"
-                            + "        \"threshold\": 0.9,\n"
-                            + "        \"aggregation\": \"W_MEAN\",\n"
-                            + "        \"positive\": \"MATCH\",\n"
-                            + "        \"negative\": \"NO_MATCH\",\n"
-                            + "        \"undefined\": \"NO_MATCH\",\n"
-                            + "        \"ignoreUndefined\": \"true\"\n"
-                            + "      }\n"
-                            + "    },\n"
-                            + "    \"model\" : [\n"
-                            + "      { \"name\" : \"country\", \"type\" : \"String\", \"path\" : \"$.country.classid\"},\n"
-                            + "      { \"name\" : \"legalshortname\", \"type\" : \"String\", \"path\" : \"$.legalshortname.value\"},\n"
-                            + "      { \"name\" : \"legalname\", \"type\" : \"String\", \"path\" : \"$.legalname.value\" },\n"
-                            + "      { \"name\" : \"websiteurl\", \"type\" : \"URL\", \"path\" : \"$.websiteurl.value\" },\n"
-                            + "      { \"name\" : \"gridid\", \"type\" : \"String\", \"path\" : \"$.pid[?(@.qualifier.classid =='grid')].value\"},\n"
-                            + "      { \"name\" : \"originalId\", \"type\" : \"String\", \"path\" : \"$.id\" }\n"
-                            + "    ],\n"
-                            + "    \"blacklists\" : {\n"
-                            + "      \"legalname\" : []\n"
-                            + "    },\n"
-                            + "    \"synonyms\": {\n"
-                            + "      \"key::1\": [\"university\",\"università\", \"universitas\", \"università studi\",\"universitario\",\"universitaria\",\"université\", \"universite\", \"universitaire\",\"universitaires\",\"universidad\",\"universitade\",\"Universität\",\"universitaet\",\"Uniwersytet\",\"университет\",\"universiteit\",\"πανεπιστήμιο\",\"universitesi\",\"universiteti\", \"universiti\"],\n"
-                            + "      \"key::2\": [\"studies\",\"studi\",\"études\",\"estudios\",\"estudos\",\"Studien\",\"studia\",\"исследования\",\"studies\",\"σπουδές\"],\n"
-                            + "      \"key::3\": [\"advanced\",\"superiore\",\"supérieur\",\"supérieure\",\"supérieurs\",\"supérieures\",\"avancado\",\"avancados\",\"fortgeschrittene\",\"fortgeschritten\",\"zaawansowany\",\"передовой\",\"gevorderd\",\"gevorderde\",\"προχωρημένος\",\"προχωρημένη\",\"προχωρημένο\",\"προχωρημένες\",\"προχωρημένα\",\"wyzsza\"],\n"
-                            + "      \"key::4\": [\"institute\",\"istituto\",\"institut\",\"instituto\",\"instituto\",\"Institut\",\"instytut\",\"институт\",\"instituut\",\"ινστιτούτο\"],\n"
-                            + "      \"key::5\": [\"hospital\",\"ospedale\",\"hôpital\",\"hospital\",\"hospital\",\"Krankenhaus\",\"szpital\",\"больница\",\"ziekenhuis\",\"νοσοκομείο\"],\n"
-                            + "      \"key::6\": [\"research\",\"ricerca\",\"recherche\",\"investigacion\",\"pesquisa\",\"Forschung\",\"badania\",\"исследования\",\"onderzoek\",\"έρευνα\",\"erevna\",\"erevnas\"],\n"
-                            + "      \"key::7\": [\"college\",\"collegio\",\"colegio\",\"faculdade\",\"Hochschule\",\"Szkoła Wyższa\",\"Высшая школа\",\"κολλέγιο\"],\n"
-                            + "      \"key::8\": [\"foundation\",\"fondazione\",\"fondation\",\"fundación\",\"fundação\",\"Stiftung\",\"Fundacja\",\"фонд\",\"stichting\",\"ίδρυμα\",\"idryma\"],\n"
-                            + "      \"key::9\": [\"center\",\"centro\",\"centre\",\"centro\",\"centro\",\"zentrum\",\"centrum\",\"центр\",\"centrum\",\"κέντρο\"],\n"
-                            + "      \"key::10\": [\"national\",\"nazionale\",\"national\",\"nationale\",\"nationaux\",\"nationales\",\"nacional\",\"nacional\",\"national\",\"krajowy\",\"национальный\",\"nationaal\",\"nationale\",\"εθνικό\"],\n"
-                            + "      \"key::11\": [\"association\",\"associazione\",\"association\",\"asociación\",\"associação\",\"Verein\",\"verband\",\"stowarzyszenie\",\"ассоциация\",\"associatie\"],\n"
-                            + "      \"key::12\": [\"society\",\"societa\",\"société\",\"sociedad\",\"sociedade\",\"gesellschaft\",\"społeczeństwo\",\"общество\",\"maatschappij\",\"κοινωνία\"],\n"
-                            + "      \"key::13\": [\"international\",\"internazionale\",\"international\",\"internacional\",\"internacional\",\"international\",\"międzynarodowy\",\"Международный\",\"internationaal\",\"internationale\",\"διεθνής\",\"διεθνή\",\"διεθνές\"],\n"
-                            + "      \"key::14\": [\"community\",\"comunita\",\"communauté\",\"comunidad\",\"comunidade\",\"Gemeinschaft\",\"społeczność\",\"сообщество\",\"gemeenschap\",\"κοινότητα\"],\n"
-                            + "      \"key::15\": [\"school\",\"scuola\",\"école\",\"escuela\",\"escola\",\"schule\",\"Szkoła\",\"школа\",\"school\",\"σχολείο\"],\n"
-                            + "      \"key::16\": [\"education\",\"educazione\",\"éducation\",\"educacion\",\"Educação\",\"Bildung\",\"Edukacja\",\"образование\",\"opleiding\",\"εκπαίδευση\"],\n"
-                            + "      \"key::17\": [\"academy\",\"accademia\",\"académie\",\"academia\",\"academia\",\"Akademie\",\"akademie\",\"академия\",\"academie\",\"ακαδημία\"],\n"
-                            + "      \"key::18\": [\"public\",\"pubblico\",\"public\",\"publique\",\"publics\",\"publiques\",\"publico\",\"publico\",\"Öffentlichkeit\",\"publiczny\",\"публичный\",\"publiek\",\"publieke\",\"δημόσιος\",\"δημόσια\",\"δημόσιο\"],\n"
-                            + "      \"key::19\": [\"museum\",\"museo\",\"musée\",\"mueso\",\"museu\",\"museum\",\"muzeum\",\"музей\",\"museum\",\"μουσείο\"],\n"
-                            + "      \"key::20\": [\"group\",\"gruppo\",\"groupe\",\"grupo\",\"grupo\",\"gruppe\",\"grupa\",\"группа\",\"groep\",\"ομάδα\",\"όμιλος\"],\n"
-                            + "      \"key::21\": [\"department\",\"dipartimento\",\"département\",\"departamento\",\"departamento\",\"abteilung\",\"departament\",\"отдел\",\"afdeling\",\"τμήμα\"],\n"
-                            + "      \"key::22\": [\"council\",\"consiglio\",\"conseil\",\"Consejo\",\"conselho\",\"gesellschaft\",\"rada\",\"совет\",\"raad\",\"συμβούλιο\"],\n"
-                            + "      \"key::23\": [\"library\",\"biblioteca\",\"bibliothèque\",\"biblioteca\",\"biblioteca\",\"Bibliothek\",\"biblioteka\",\"библиотека\",\"bibliotheek\",\"βιβλιοθήκη\"],\n"
-                            + "      \"key::24\": [\"ministry\",\"ministero\",\"ministère\",\"ministerio\",\"ministério\",\"Ministerium\",\"ministerstwo\",\"министерство\",\"ministerie\",\"υπουργείο\"],\n"
-                            + "      \"key::25\": [\"services\",\"servizi\",\"services\",\"servicios\",\"Serviços\",\"Dienstleistungen\",\"usługi\",\"услуги\",\"diensten\",\"υπηρεσίες\"],\n"
-                            + "      \"key::26\": [\"central\",\"centrale\",\"central\",\"centrale\",\"centrales\",\"central\",\"central\",\"zentral\",\"centralny\",\"цетральный\",\"centraal\",\"κεντρικός\",\"κεντρική\",\"κεντρικό\",\"κεντρικά\"],\n"
-                            + "      \"key::27\": [\"general\",\"generale\",\"général\",\"générale\",\"généraux\",\"générales\",\"general\",\"geral\",\"general\",\"Allgemeines\",\"general\",\"общий\",\"algemeen\",\"algemene\",\"γενικός\",\"γενική\",\"γενικό\",\"γενικά\"],\n"
-                            + "      \"key::28\": [\"applied\",\"applicati\",\"appliqué\",\"appliquée\",\"appliqués\",\"appliquées\",\"aplicado\",\"aplicada\",\"angewendet\",\"stosowany\",\"прикладной\",\"toegepast\",\"toegepaste\",\"εφαρμοσμένος\",\"εφαρμοσμένη\",\"εφαρμοσμένο\",\"εφαρμοσμένα\"],\n"
-                            + "      \"key::29\": [\"european\",\"europee\",\"europea\",\"européen\",\"européenne\",\"européens\",\"européennes\",\"europeo\",\"europeu\",\"europäisch\",\"europejski\",\"европейский\",\"Europees\",\"Europese\",\"ευρωπαϊκός\",\"ευρωπαϊκή\",\"ευρωπαϊκό\",\"ευρωπαϊκά\"],\n"
-                            + "      \"key::30\": [\"agency\",\"agenzia\",\"agence\",\"agencia\",\"agencia\",\"agentur\",\"agencja\",\"агенция\",\"agentschap\",\"πρακτορείο\"],\n"
-                            + "      \"key::31\": [\"laboratory\",\"laboratorio\",\"laboratoire\",\"laboratorio\",\"laboratorio\",\"labor\",\"laboratorium\",\"лаборатория\",\"laboratorium\",\"εργαστήριο\"],\n"
-                            + "      \"key::32\": [\"industry\",\"industria\",\"industrie\",\"индустрия\",\"industrie\",\"βιομηχανία\"],\n"
-                            + "      \"key::33\": [\"industrial\",\"industriale\",\"industriel\",\"industrielle\",\"industriels\",\"industrielles\",\"индустриальный\",\"industrieel\",\"βιομηχανικός\",\"βιομηχανική\",\"βιομηχανικό\",\"βιομηχανικά\",\"βιομηχανικές\"],\n"
-                            + "      \"key::34\": [\"consortium\",\"consorzio\",\"consortium\",\"консорциум\",\"consortium\",\"κοινοπραξία\"],\n"
-                            + "      \"key::35\": [\"organization\",\"organizzazione\",\"organisation\",\"organización\",\"organização\",\"organizacja\",\"организация\",\"organisatie\",\"οργανισμός\"],\n"
-                            + "      \"key::36\": [\"authority\",\"autorità\",\"autorité\",\"авторитет\",\"autoriteit\"],\n"
-                            + "      \"key::37\": [\"federation\",\"federazione\",\"fédération\",\"федерация\",\"federatie\",\"ομοσπονδία\"],\n"
-                            + "      \"key::38\": [\"observatory\",\"osservatorio\",\"observatoire\",\"обсерватория\",\"observatorium\",\"αστεροσκοπείο\"],\n"
-                            + "      \"key::39\": [\"bureau\",\"ufficio\",\"bureau\",\"офис\",\"bureau\",\"γραφείο\"],\n"
-                            + "      \"key::40\": [\"company\",\"impresa\",\"compagnie\",\"société\",\"компания\",\"bedrijf\",\"εταιρία\"],\n"
-                            + "      \"key::41\": [\"polytechnic\",\"politecnico\",\"polytechnique\",\"политехника\",\"polytechnisch\",\"πολυτεχνείο\",\"universita politecnica\",\"polytechnic university\",\"universidad politecnica\",\"universitat politecnica\",\"politechnika\",\"politechniki\",\"university technology\",\"university science technology\"],\n"
-                            + "      \"key::42\": [\"coalition\",\"coalizione\",\"coalition\",\"коалиция\",\"coalitie\",\"συνασπισμός\"],\n"
-                            + "      \"key::43\": [\"initiative\",\"iniziativa\",\"initiative\",\"инициатива\",\"initiatief\",\"πρωτοβουλία\"],\n"
-                            + "      \"key::44\": [\"academic\",\"accademico\",\"académique\",\"universitaire\",\"акадеческий academisch\",\"ακαδημαϊκός\",\"ακαδημαϊκή\",\"ακαδημαϊκό\",\"ακαδημαϊκές\",\"ακαδημαϊκοί\"],\n"
-                            + "      \"key::45\": [\"institution\",\"istituzione\",\"institution\",\"институциональный\",\"instelling\",\"ινστιτούτο\"],\n"
-                            + "      \"key::46\": [\"division\",\"divisione\",\"division\",\"отделение\",\"divisie\",\"τμήμα\"],\n"
-                            + "      \"key::47\": [\"committee\",\"comitato\",\"comité\",\"комитет\",\"commissie\",\"επιτροπή\"],\n"
-                            + "      \"key::48\": [\"promotion\",\"promozione\",\"продвижение\",\"proothisis\",\"forderung\"],\n"
-                            + "      \"key::49\": [\"medical\",\"medicine\",\"clinical\",\"medicina\",\"clinici\",\"médico\",\"medicina\",\"clínica\",\"médico\",\"medicina\",\"clínica\",\"medizinisch\",\"Medizin\",\"klinisch\",\"medisch\",\"geneeskunde\",\"klinisch\",\"ιατρικός\",\"ιατρική\",\"ιατρικό\",\"ιατρικά\",\"κλινικός\",\"κλινική\",\"κλινικό\",\"κλινικά\",\"tıbbi\",\"tıp\",\"klinik\",\"orvosi\",\"orvostudomány\",\"klinikai\",\"zdravniški\",\"medicinski\",\"klinični\",\"meditsiini\",\"kliinik\",\"kliiniline\"],\n"
-                            + "      \"key::50\": [\"technology\",\"technological\",\"tecnologia\",\"tecnologie\",\"tecnología\",\"tecnológico\",\"tecnologia\",\"tecnológico\",\"Technologie\",\"technologisch\",\"technologie\",\"technologisch\",\"τεχνολογία\",\"τεχνολογικός\",\"τεχνολογική\",\"τεχνολογικό\",\"teknoloji\",\"teknolojik\",\"technológia\",\"technológiai\",\"tehnologija\",\"tehnološki\",\"tehnoloogia\",\"tehnoloogiline\",\"technologii\",\"technical\",\"texniki\",\"teknik\"],\n"
-                            + "      \"key::51\": [\"science\",\"scientific\",\"scienza\",\"scientifiche\",\"scienze\",\"ciencia\",\"científico\",\"ciência\",\"científico\",\"Wissenschaft\",\"wissenschaftlich\",\"wetenschap\",\"wetenschappelijk\",\"επιστήμη\",\"επιστημονικός\",\"επιστημονική\",\"επιστημονικό\",\"επιστημονικά\",\"bilim\",\"bilimsel\",\"tudomány\",\"tudományos\",\"znanost\",\"znanstveni\",\"teadus\",\"teaduslik\",\"\"],\n"
-                            + "      \"key::52\": [\"engineering\",\"ingegneria\",\"ingeniería\",\"engenharia\",\"Ingenieurwissenschaft\",\"ingenieurswetenschappen\",\"bouwkunde\",\"μηχανικός\",\"μηχανική\",\"μηχανικό\",\"mühendislik\",\"mérnöki\",\"Inženirstvo\",\"inseneeria\",\"inseneri\",\"\"],\n"
-                            + "      \"key::53\": [\"management\",\"gestione\",\"gestionale\",\"gestionali\",\"gestión\",\"administración\",\"gestão\",\"administração\",\"Verwaltung\",\"management\",\"διαχείριση\",\"yönetim\",\"menedzsment\",\"vodstvo\",\"upravljanje\",\"management\",\"juhtkond\",\"juhtimine\",\"haldus\",\"\"],\n"
-                            + "      \"key::54\": [\"energy\",\"energia\",\"energía\",\"energia\",\"Energie\",\"energie\",\"ενέργεια\",\"enerji\",\"energia\",\"energija\",\"energia\",\"\"],\n"
-                            + "      \"key::55\": [\"agricultural\",\"agriculture\",\"agricoltura\",\"agricole\",\"agrícola\",\"agricultura\",\"agrícola\",\"agricultura\",\"landwirtschaftlich\",\"Landwirtschaft\",\"landbouwkundig\",\"landbouw\",\"αγροτικός\",\"αγροτική\",\"αγροτικό\",\"γεωργικός\",\"γεωργική\",\"γεωργικό\",\"γεωργία\",\"tarımsal\",\"tarım\",\"mezőgazdasági\",\"mezőgazdaság\",\"poljedelski\",\"poljedelstvo\",\"põllumajandus\",\"põllumajanduslik\",\"\"],\n"
-                            + "      \"key::56\": [\"information\",\"informazione\",\"información\",\"informação\",\"Information\",\"informatie\",\"πληροφορία\",\"bilgi\",\"információ\",\"informacija\",\"informatsioon\",\"informatycznych\",\"\"],\n"
-                            + "      \"key::57\": [\"social\",\"sociali\",\"social\",\"social\",\"Sozial\",\"sociaal\",\"maatschappelijk\",\"κοινωνικός\",\"κοινωνική\",\"κοινωνικό\",\"κοινωνικά\",\"sosyal\",\"szociális\",\"družbeni\",\"sotsiaal\",\"sotsiaalne\",\"\"],\n"
-                            + "      \"key::58\": [\"environmental\",\"ambiente\",\"medioambiental\",\"ambiente\",\"medioambiente\",\"meioambiente\",\"Umwelt\",\"milieu\",\"milieuwetenschap\",\"milieukunde\",\"περιβαλλοντικός\",\"περιβαλλοντική\",\"περιβαλλοντικό\",\"περιβαλλοντικά\",\"çevre\",\"környezeti\",\"okoliški\",\"keskonna\",\"\"],\n"
-                            + "      \"key::59\": [\"business\",\"economia\",\"economiche\",\"economica\",\"negocio\",\"empresa\",\"negócio\",\"Unternehmen\",\"bedrijf\",\"bedrijfskunde\",\"επιχείρηση\",\"iş\",\"üzleti\",\"posel\",\"ettevõte/äri\",\"\"],\n"
-                            + "      \"key::60\": [\"pharmaceuticals\",\"pharmacy\",\"farmacia\",\"farmaceutica\",\"farmacéutica\",\"farmacia\",\"farmacêutica\",\"farmácia\",\"Pharmazeutika\",\"Arzneimittelkunde\",\"farmaceutica\",\"geneesmiddelen\",\"apotheek\",\"φαρμακευτικός\",\"φαρμακευτική\",\"φαρμακευτικό\",\"φαρμακευτικά\",\"φαρμακείο\",\"ilaç\",\"eczane\",\"gyógyszerészeti\",\"gyógyszertár\",\"farmacevtika\",\"lekarništvo\",\"farmaatsia\",\"farmatseutiline\",\"\"],\n"
-                            + "      \"key::61\": [\"healthcare\",\"health services\",\"salute\",\"atenciónmédica\",\"cuidadodelasalud\",\"cuidadoscomasaúde\",\"Gesundheitswesen\",\"gezondheidszorg\",\"ιατροφαρμακευτικήπερίθαλψη\",\"sağlıkhizmeti\",\"egészségügy\",\"zdravstvo\",\"tervishoid\",\"tervishoiu\",\"\"],\n"
-                            + "      \"key::62\": [\"history\",\"storia\",\"historia\",\"história\",\"Geschichte\",\"geschiedenis\",\"geschiedkunde\",\"ιστορία\",\"tarih\",\"történelem\",\"zgodovina\",\"ajalugu\",\"\"],\n"
-                            + "      \"key::63\": [\"materials\",\"materiali\",\"materia\",\"materiales\",\"materiais\",\"materialen\",\"υλικά\",\"τεκμήρια\",\"malzemeler\",\"anyagok\",\"materiali\",\"materjalid\",\"vahendid\",\"\"],\n"
-                            + "      \"key::64\": [\"economics\",\"economia\",\"economiche\",\"economica\",\"economía\",\"economia\",\"Wirtschaft\",\"economie\",\"οικονομικά\",\"οικονομικέςεπιστήμες\",\"ekonomi\",\"közgazdaságtan\",\"gospodarstvo\",\"ekonomija\",\"majanduslik\",\"majandus\",\"\"],\n"
-                            + "      \"key::65\": [\"therapeutics\",\"terapeutica\",\"terapéutica\",\"terapêutica\",\"therapie\",\"θεραπευτική\",\"tedavibilimi\",\"gyógykezelés\",\"terapevtika\",\"terapeutiline\",\"ravi\",\"\"],\n"
-                            + "      \"key::66\": [\"oncology\",\"oncologia\",\"oncologico\",\"oncología\",\"oncologia\",\"Onkologie\",\"oncologie\",\"ογκολογία\",\"onkoloji\",\"onkológia\",\"onkologija\",\"onkoloogia\",\"\"],\n"
-                            + "      \"key::67\": [\"natural\",\"naturali\",\"naturale\",\"natural\",\"natural\",\"natürlich\",\"natuurlijk\",\"φυσικός\",\"φυσική\",\"φυσικό\",\"φυσικά\",\"doğal\",\"természetes\",\"naraven\",\"loodus\",\"\"],\n"
-                            + "      \"key::68\": [\"educational\",\"educazione\",\"pedagogia\",\"educacional\",\"educativo\",\"educacional\",\"pädagogisch\",\"educatief\",\"εκπαιδευτικός\",\"εκπαιδευτική\",\"εκπαιδευτικό\",\"εκπαιδευτικά\",\"eğitimsel\",\"oktatási\",\"izobraževalen\",\"haridus\",\"hariduslik\",\"\"],\n"
-                            + "      \"key::69\": [\"biomedical\",\"biomedica\",\"biomédico\",\"biomédico\",\"biomedizinisch\",\"biomedisch\",\"βιοιατρικός\",\"βιοιατρική\",\"βιοιατρικό\",\"βιοιατρικά\",\"biyomedikal\",\"orvosbiológiai\",\"biomedicinski\",\"biomeditsiiniline\",\"\"],\n"
-                            + "      \"key::70\": [\"veterinary\",\"veterinaria\",\"veterinarie\",\"veterinaria\",\"veterinária\",\"tierärtzlich\",\"veterinair\",\"veeartsenijlkunde\",\"κτηνιατρικός\",\"κτηνιατρική\",\"κτηνιατρικό\",\"κτηνιατρικά\",\"veteriner\",\"állatorvosi\",\"veterinar\",\"veterinarski\",\"veterinaaria\",\"\"],\n"
-                            + "      \"key::71\": [\"chemistry\",\"chimica\",\"química\",\"química\",\"Chemie\",\"chemie\",\"scheikunde\",\"χημεία\",\"kimya\",\"kémia\",\"kemija\",\"keemia\",\"\"],\n"
-                            + "      \"key::72\": [\"security\",\"sicurezza\",\"seguridad\",\"segurança\",\"Sicherheit\",\"veiligheid\",\"ασφάλεια\",\"güvenlik\",\"biztonsági\",\"varnost\",\"turvalisus\",\"julgeolek\",\"\"],\n"
-                            + "      \"key::73\": [\"biotechnology\",\"biotecnologia\",\"biotecnologie\",\"biotecnología\",\"biotecnologia\",\"Biotechnologie\",\"biotechnologie\",\"βιοτεχνολογία\",\"biyoteknoloji\",\"biotechnológia\",\"biotehnologija\",\"biotehnoloogia\",\"\"],\n"
-                            + "      \"key::74\": [\"military\",\"militare\",\"militari\",\"militar\",\"militar\",\"Militär\",\"militair\",\"leger\",\"στρατιωτικός\",\"στρατιωτική\",\"στρατιωτικό\",\"στρατιωτικά\",\"askeri\",\"katonai\",\"vojaški\",\"vojni\",\"militaar\",\"wojskowa\",\"\"],\n"
-                            + "      \"key::75\": [\"theological\",\"teologia\",\"teologico\",\"teológico\",\"tecnológica\",\"theologisch\",\"theologisch\",\"θεολογικός\",\"θεολογική\",\"θεολογικό\",\"θεολογικά\",\"teolojik\",\"technológiai\",\"teološki\",\"teoloogia\",\"usuteadus\",\"teoloogiline\",\"\"],\n"
-                            + "      \"key::76\": [\"electronics\",\"elettronica\",\"electrónica\",\"eletrônicos\",\"Elektronik\",\"elektronica\",\"ηλεκτρονική\",\"elektronik\",\"elektronika\",\"elektronika\",\"elektroonika\",\"\"],\n"
-                            + "      \"key::77\": [\"forestry\",\"forestale\",\"forestali\",\"silvicultura\",\"forestal\",\"floresta\",\"Forstwirtschaft\",\"bosbouw\",\"δασοκομία\",\"δασολογία\",\"ormancılık\",\"erdészet\",\"gozdarstvo\",\"metsandus\",\"\"],\n"
-                            + "      \"key::78\": [\"maritime\",\"marittima\",\"marittime\",\"marittimo\",\"marítimo\",\"marítimo\",\"maritiem\",\"ναυτικός\",\"ναυτική\",\"ναυτικό\",\"ναυτικά\",\"ναυτιλιακός\",\"ναυτιλιακή\",\"ναυτιλιακό\",\"ναυτιλιακά\",\"θαλάσσιος\",\"θαλάσσια\",\"θαλάσσιο\",\"denizcilik\",\"tengeri\",\"morski\",\"mere\",\"merendus\",\"\"],\n"
-                            + "      \"key::79\": [\"sports\",\"sport\",\"deportes\",\"esportes\",\"Sport\",\"sport\",\"sportwetenschappen\",\"άθληση\",\"γυμναστικήδραστηριότητα\",\"spor\",\"sport\",\"šport\",\"sport\",\"spordi\",\"\"],\n"
-                            + "      \"key::80\": [\"surgery\",\"chirurgia\",\"chirurgiche\",\"cirugía\",\"cirurgia\",\"Chirurgie\",\"chirurgie\",\"heelkunde\",\"εγχείρηση\",\"επέμβαση\",\"χειρουργικήεπέμβαση\",\"cerrahi\",\"sebészet\",\"kirurgija\",\"kirurgia\",\"\"],\n"
-                            + "      \"key::81\": [\"cultural\",\"culturale\",\"culturali\",\"cultura\",\"cultural\",\"cultural\",\"kulturell\",\"cultureel\",\"πολιτιστικός\",\"πολιτιστική\",\"πολιτιστικό\",\"πολιτισμικός\",\"πολιτισμική\",\"πολιτισμικό\",\"kültürel\",\"kultúrális\",\"kulturni\",\"kultuuri\",\"kultuuriline\",\"\"],\n"
-                            + "      \"key::82\": [\"computerscience\",\"informatica\",\"ordenador\",\"computadora\",\"informática\",\"computación\",\"cienciasdelacomputación\",\"ciênciadacomputação\",\"Computer\",\"computer\",\"υπολογιστής\",\"ηλεκτρονικόςυπολογιστής\",\"bilgisayar\",\"számítógép\",\"računalnik\",\"arvuti\",\"\"],\n"
-                            + "      \"key::83\": [\"finance\",\"financial\",\"finanza\",\"finanziarie\",\"finanza\",\"financiero\",\"finanças\",\"financeiro\",\"Finanzen\",\"finanziell\",\"financiën\",\"financieel\",\"χρηματοοικονομικά\",\"χρηματοδότηση\",\"finanse\",\"finansal\",\"pénzügy\",\"pénzügyi\",\"finance\",\"finančni\",\"finants\",\"finantsiline\",\"\"],\n"
-                            + "      \"key::84\": [\"communication\",\"comunicazione\",\"comuniciación\",\"comunicação\",\"Kommunikation\",\"communication\",\"επικοινωνία\",\"iletişim\",\"kommunikáció\",\"komuniciranje\",\"kommunikatsioon\",\"\"],\n"
-                            + "      \"key::85\": [\"justice\",\"giustizia\",\"justicia\",\"justiça\",\"Recht\",\"Justiz\",\"justitie\",\"gerechtigheid\",\"δικαιοσύνη\",\"υπουργείοδικαιοσύνης\",\"δίκαιο\",\"adalet\",\"igazságügy\",\"pravo\",\"õigus\",\"\"],\n"
-                            + "      \"key::86\": [\"aerospace\",\"aerospaziale\",\"aerospaziali\",\"aeroespacio\",\"aeroespaço\",\"Luftfahrt\",\"luchtvaart\",\"ruimtevaart\",\"αεροπορικός\",\"αεροπορική\",\"αεροπορικό\",\"αεροναυπηγικός\",\"αεροναυπηγική\",\"αεροναυπηγικό\",\"αεροναυπηγικά\",\"havacılıkveuzay\",\"légtér\",\"zrakoplovstvo\",\"atmosfäär\",\"kosmos\",\"\"],\n"
-                            + "      \"key::87\": [\"dermatology\",\"dermatologia\",\"dermatología\",\"dermatologia\",\"Dermatologie\",\"dermatologie\",\"δρματολογία\",\"dermatoloji\",\"bőrgyógyászat\",\"dermatológia\",\"dermatologija\",\"dermatoloogia\",\"\"],\n"
-                            + "      \"key::88\": [\"architecture\",\"architettura\",\"arquitectura\",\"arquitetura\",\"Architektur\",\"architectuur\",\"αρχιτεκτονική\",\"mimarlık\",\"építészet\",\"arhitektura\",\"arhitektuur\",\"\"],\n"
-                            + "      \"key::89\": [\"mathematics\",\"matematica\",\"matematiche\",\"matemáticas\",\"matemáticas\",\"Mathematik\",\"wiskunde\",\"mathematica\",\"μαθηματικά\",\"matematik\",\"matematika\",\"matematika\",\"matemaatika\",\"\"],\n"
-                            + "      \"key::90\": [\"language\",\"lingue\",\"linguistica\",\"linguistiche\",\"lenguaje\",\"idioma\",\"língua\",\"idioma\",\"Sprache\",\"taal\",\"taalkunde\",\"γλώσσα\",\"dil\",\"nyelv\",\"jezik\",\"keel\",\"\"],\n"
-                            + "      \"key::91\": [\"neuroscience\",\"neuroscienza\",\"neurociencia\",\"neurociência\",\"Neurowissenschaft\",\"neurowetenschappen\",\"νευροεπιστήμη\",\"nörobilim\",\"idegtudomány\",\"nevroznanost\",\"neuroteadused\",\"\"],\n"
-                            + "      \"key::92\": [\"automation\",\"automazione\",\"automatización\",\"automação\",\"Automatisierung\",\"automatisering\",\"αυτοματοποίηση\",\"otomasyon\",\"automatizálás\",\"avtomatizacija\",\"automatiseeritud\",\"\"],\n"
-                            + "      \"key::93\": [\"pediatric\",\"pediatria\",\"pediatriche\",\"pediatrico\",\"pediátrico\",\"pediatría\",\"pediátrico\",\"pediatria\",\"pädiatrisch\",\"pediatrische\",\"παιδιατρική\",\"pediatrik\",\"gyermekgyógyászat\",\"pediatrija\",\"pediaatria\",\"\"],\n"
-                            + "      \"key::94\": [\"photonics\",\"fotonica\",\"fotoniche\",\"fotónica\",\"fotônica\",\"Photonik\",\"fotonica\",\"φωτονική\",\"fotonik\",\"fotonika\",\"fotonika\",\"fotoonika\",\"\"],\n"
-                            + "      \"key::95\": [\"mechanics\", \"mechanical\", \"meccanica\",\"meccaniche\",\"mecánica\",\"mecânica\",\"Mechanik\",\"Maschinenbau\",\"mechanica\",\"werktuigkunde\",\"μηχανικής\",\"mekanik\",\"gépészet\",\"mehanika\",\"mehaanika\",\"\"],\n"
-                            + "      \"key::96\": [\"psychiatrics\",\"psichiatria\",\"psichiatrica\",\"psichiatriche\",\"psiquiatría\",\"psiquiatria\",\"Psychiatrie\",\"psychiatrie\",\"ψυχιατρική\",\"psikiyatrik\",\"pszihiátria\",\"psihiatrija\",\"psühhaatria\",\"\"],\n"
-                            + "      \"key::97\": [\"psychology\",\"fisiologia\",\"psicología\",\"psicologia\",\"Psychologie\",\"psychologie\",\"ψυχολογία\",\"psikoloji\",\"pszihológia\",\"psihologija\",\"psühholoogia\",\"\"],\n"
-                            + "      \"key::98\": [\"automotive\",\"industriaautomobilistica\",\"industriadelautomóvil\",\"automotriz\",\"industriaautomotriz\",\"automotivo\",\"Automobilindustrie\",\"autoindustrie\",\"αυτοκίνητος\",\"αυτοκίνητη\",\"αυτοκίνητο\",\"αυτοκινούμενος\",\"αυτοκινούμενη\",\"αυτοκινούμενο\",\"αυτοκινητιστικός\",\"αυτοκινητιστική\",\"αυτοκινητιστικό\",\"otomotiv\",\"autóipari\",\"samogiben\",\"avtomobilskaindustrija\",\"auto-\",\"\"],\n"
-                            + "      \"key::99\": [\"neurology\",\"neurologia\",\"neurologiche\",\"neurología\",\"neurologia\",\"Neurologie\",\"neurologie\",\"zenuwleer\",\"νευρολογία\",\"nöroloji\",\"neurológia\",\"ideggyógyászat\",\"nevrologija\",\"neuroloogia\",\"\"],\n"
-                            + "      \"key::100\": [\"geology\",\"geologia\",\"geologiche\",\"geología\",\"geologia\",\"Geologie\",\"geologie\",\"aardkunde\",\"γεωλογία\",\"jeoloji\",\"geológia\",\"földtudomány\",\"geologija\",\"geoloogia\",\"\"],\n"
-                            + "      \"key::101\": [\"microbiology\",\"microbiologia\",\"micro-biologia\",\"microbiologiche\",\"microbiología\",\"microbiologia\",\"Mikrobiologie\",\"microbiologie\",\"μικροβιολογία\",\"mikrobiyoloji\",\"mikrobiológia\",\"mikrobiologija\",\"mikrobioloogia\",\"\"],\n"
-                            + "      \"key::102\": [\"informatics\",\"informatica\",\"informática\",\"informática\",\"informatica\",\"\"],\n"
-                            + "      \"key::103\": [\"forschungsgemeinschaft\",\"comunita ricerca\",\"research community\",\"research foundation\",\"research association\"],\n"
-                            + "      \"key::104\": [\"commerce\",\"ticaret\",\"ticarət\",\"commercio\",\"trade\",\"handel\",\"comercio\"],\n"
-                            + "      \"key::105\" : [\"state\", \"stato\", \"etade\", \"estado\", \"statale\", \"etat\", \"zustand\", \"estado\"],\n"
-                            + "      \"key::106\" : [\"seminary\", \"seminario\", \"seminaire\", \"seminar\"],\n"
-                            + "      \"key::107\" : [\"agricultural forestry\", \"af\", \"a f\"],\n"
-                            + "      \"key::108\" : [\"agricultural mechanical\", \"am\", \"a m\"],\n"
-                            + "      \"key::109\" : [\"catholic\", \"catholique\", \"katholische\", \"catolica\", \"cattolica\", \"catolico\"]\n"
-                            + "    }\n"
-                            + "  }\n"
-                            + "}");
+  String json =
+      "{\t\"dataInfo\":{\t\t\"invisible\":false,\t\t\"inferred\":false,\t\t\"deletedbyinference\":false,\t\t\"trust\":\"0.810000002384185791\",\t\t\"inferenceprovenance\":\"\",\t\t\"provenanceaction\":{\t\t\t\"classid\":\"sysimport:crosswalk:entityregistry\",\t\t\t\"classname\":\"sysimport:crosswalk:entityregistry\",\t\t\t\"schemeid\":\"dnet:provenance_actions\",\t\t\t\"schemename\":\"dnet:provenance_actions\"\t\t}\t},\t\"lastupdatetimestamp\":1584960968152,\t\"id\":\"20|corda__h2020::9faf23721249f26ac2c16eb857ea1fb9\",\t\"originalId\":[\t\t\"corda__h2020::927957582\"\t],\t\"collectedfrom\":[\t\t{\t\t\t\"key\":\"openaire____::corda_h2020\",\t\t\t\"value\":\"CORDA - COmmon Research DAta Warehouse - Horizon 2020\",\t\t\t\"dataInfo\":null\t\t}\t],\t\"pid\":[\t],\t\"dateofcollection\":\"2016-06-05\",\t\"dateoftransformation\":\"2019-11-19\",\t\"extraInfo\":[\t],\t\"oaiprovenance\":null,\t\"legalshortname\":{\t\t\"value\":\"Comentor AB\",\t\t\"dataInfo\":{\t\t\t\"invisible\":false,\t\t\t\"inferred\":false,\t\t\t\"deletedbyinference\":false,\t\t\t\"trust\":\"0.810000002384185791\",\t\t\t\"inferenceprovenance\":\"\",\t\t\t\"provenanceaction\":{\t\t\t\t\"classid\":\"sysimport:crosswalk:entityregistry\",\t\t\t\t\"classname\":\"sysimport:crosswalk:entityregistry\",\t\t\t\t\"schemeid\":\"dnet:provenance_actions\",\t\t\t\t\"schemename\":\"dnet:provenance_actions\"\t\t\t}\t\t}\t},\t\"legalname\":{\t\t\"value\":\"Comentor AB\",\t\t\"dataInfo\":{\t\t\t\"invisible\":false,\t\t\t\"inferred\":false,\t\t\t\"deletedbyinference\":false,\t\t\t\"trust\":\"0.810000002384185791\",\t\t\t\"inferenceprovenance\":\"\",\t\t\t\"provenanceaction\":{\t\t\t\t\"classid\":\"sysimport:crosswalk:entityregistry\",\t\t\t\t\"classname\":\"sysimport:crosswalk:entityregistry\",\t\t\t\t\"schemeid\":\"dnet:provenance_actions\",\t\t\t\t\"schemename\":\"dnet:provenance_actions\"\t\t\t}\t\t}\t},\t\"alternativeNames\":[\t],\t\"websiteurl\":{\t\t\"value\":\"http://www.comentor.se\",\t\t\"dataInfo\":{\t\t\t\"invisible\":false,\t\t\t\"inferred\":false,\t\t\t\"deletedbyinference\":false,\t\t\t\"trust\":\"0.810000002384185791\",\t\t\t\"inferenceprovenance\":\"\",\t\t\t\"provenanceaction\":{\t\t\t\t\"classid\":\"sysimport:crosswalk:entityregistry\",\t\t\t\t\"classname\":\"sysimport:crosswalk:entityregistry\",\t\t\t\t\"schemeid\":\"dnet:provenance_actions\",\t\t\t\t\"schemename\":\"dnet:provenance_actions\"\t\t\t}\t\t}\t},\t\"logourl\":null,\t\"eclegalbody\":{\t\t\"value\":\"false\",\t\t\"dataInfo\":{\t\t\t\"invisible\":false,\t\t\t\"inferred\":false,\t\t\t\"deletedbyinference\":false,\t\t\t\"trust\":\"0.810000002384185791\",\t\t\t\"inferenceprovenance\":\"\",\t\t\t\"provenanceaction\":{\t\t\t\t\"classid\":\"sysimport:crosswalk:entityregistry\",\t\t\t\t\"classname\":\"sysimport:crosswalk:entityregistry\",\t\t\t\t\"schemeid\":\"dnet:provenance_actions\",\t\t\t\t\"schemename\":\"dnet:provenance_actions\"\t\t\t}\t\t}\t},\t\"eclegalperson\":{\t\t\"value\":\"true\",\t\t\"dataInfo\":{\t\t\t\"invisible\":false,\t\t\t\"inferred\":false,\t\t\t\"deletedbyinference\":false,\t\t\t\"trust\":\"0.810000002384185791\",\t\t\t\"inferenceprovenance\":\"\",\t\t\t\"provenanceaction\":{\t\t\t\t\"classid\":\"sysimport:crosswalk:entityregistry\",\t\t\t\t\"classname\":\"sysimport:crosswalk:entityregistry\",\t\t\t\t\"schemeid\":\"dnet:provenance_actions\",\t\t\t\t\"schemename\":\"dnet:provenance_actions\"\t\t\t}\t\t}\t},\t\"ecnonprofit\":{\t\t\"value\":\"false\",\t\t\"dataInfo\":{\t\t\t\"invisible\":false,\t\t\t\"inferred\":false,\t\t\t\"deletedbyinference\":false,\t\t\t\"trust\":\"0.810000002384185791\",\t\t\t\"inferenceprovenance\":\"\",\t\t\t\"provenanceaction\":{\t\t\t\t\"classid\":\"sysimport:crosswalk:entityregistry\",\t\t\t\t\"classname\":\"sysimport:crosswalk:entityregistry\",\t\t\t\t\"schemeid\":\"dnet:provenance_actions\",\t\t\t\t\"schemename\":\"dnet:provenance_actions\"\t\t\t}\t\t}\t},\t\"ecresearchorganization\":{\t\t\"value\":\"false\",\t\t\"dataInfo\":{\t\t\t\"invisible\":false,\t\t\t\"inferred\":false,\t\t\t\"deletedbyinference\":false,\t\t\t\"trust\":\"0.810000002384185791\",\t\t\t\"inferenceprovenance\":\"\",\t\t\t\"provenanceaction\":{\t\t\t\t\"classid\":\"sysimport:crosswalk:entityregistry\",\t\t\t\t\"classname\":\"sysimport:crosswalk:entityregistry\",\t\t\t\t\"schemeid\":\"dnet:provenance_actions\",\t\t\t\t\"schemename\":\"dnet:provenance_actions\"\t\t\t}\t\t}\t},\t\"echighereducation\":{\t\t\"value\":\"false\",\t\t\"dataInfo\":{\t\t\t\"invisible\":false,\t\t\t\"inferred\":false,\t\t\t\"deletedbyinference\":false,\t\t\t\"trust\":\"0.810000002384185791\",\t\t\t\"inferenceprovenance\":\"\",\t\t\t\"provenanceaction\":{\t\t\t\t\"classid\":\"sysimport:crosswalk:entityregistry\",\t\t\t\t\"classname\":\"sysimport:crosswalk:entityregistry\",\t\t\t\t\"schemeid\":\"dnet:provenance_actions\",\t\t\t\t\"schemename\":\"dnet:provenance_actions\"\t\t\t}\t\t}\t},\t\"ecinternationalorganizationeurinterests\":{\t\t\"value\":\"false\",\t\t\"dataInfo\":{\t\t\t\"invisible\":false,\t\t\t\"inferred\":false,\t\t\t\"deletedbyinference\":false,\t\t\t\"trust\":\"0.810000002384185791\",\t\t\t\"inferenceprovenance\":\"\",\t\t\t\"provenanceaction\":{\t\t\t\t\"classid\":\"sysimport:crosswalk:entityregistry\",\t\t\t\t\"classname\":\"sysimport:crosswalk:entityregistry\",\t\t\t\t\"schemeid\":\"dnet:provenance_actions\",\t\t\t\t\"schemename\":\"dnet:provenance_actions\"\t\t\t}\t\t}\t},\t\"ecinternationalorganization\":{\t\t\"value\":\"false\",\t\t\"dataInfo\":{\t\t\t\"invisible\":false,\t\t\t\"inferred\":false,\t\t\t\"deletedbyinference\":false,\t\t\t\"trust\":\"0.810000002384185791\",\t\t\t\"inferenceprovenance\":\"\",\t\t\t\"provenanceaction\":{\t\t\t\t\"classid\":\"sysimport:crosswalk:entityregistry\",\t\t\t\t\"classname\":\"sysimport:crosswalk:entityregistry\",\t\t\t\t\"schemeid\":\"dnet:provenance_actions\",\t\t\t\t\"schemename\":\"dnet:provenance_actions\"\t\t\t}\t\t}\t},\t\"ecenterprise\":{\t\t\"value\":\"false\",\t\t\"dataInfo\":{\t\t\t\"invisible\":false,\t\t\t\"inferred\":false,\t\t\t\"deletedbyinference\":false,\t\t\t\"trust\":\"0.810000002384185791\",\t\t\t\"inferenceprovenance\":\"\",\t\t\t\"provenanceaction\":{\t\t\t\t\"classid\":\"sysimport:crosswalk:entityregistry\",\t\t\t\t\"classname\":\"sysimport:crosswalk:entityregistry\",\t\t\t\t\"schemeid\":\"dnet:provenance_actions\",\t\t\t\t\"schemename\":\"dnet:provenance_actions\"\t\t\t}\t\t}\t},\t\"ecsmevalidated\":{\t\t\"value\":\"true\",\t\t\"dataInfo\":{\t\t\t\"invisible\":false,\t\t\t\"inferred\":false,\t\t\t\"deletedbyinference\":false,\t\t\t\"trust\":\"0.810000002384185791\",\t\t\t\"inferenceprovenance\":\"\",\t\t\t\"provenanceaction\":{\t\t\t\t\"classid\":\"sysimport:crosswalk:entityregistry\",\t\t\t\t\"classname\":\"sysimport:crosswalk:entityregistry\",\t\t\t\t\"schemeid\":\"dnet:provenance_actions\",\t\t\t\t\"schemename\":\"dnet:provenance_actions\"\t\t\t}\t\t}\t},\t\"ecnutscode\":{\t\t\"value\":\"false\",\t\t\"dataInfo\":{\t\t\t\"invisible\":false,\t\t\t\"inferred\":false,\t\t\t\"deletedbyinference\":false,\t\t\t\"trust\":\"0.810000002384185791\",\t\t\t\"inferenceprovenance\":\"\",\t\t\t\"provenanceaction\":{\t\t\t\t\"classid\":\"sysimport:crosswalk:entityregistry\",\t\t\t\t\"classname\":\"sysimport:crosswalk:entityregistry\",\t\t\t\t\"schemeid\":\"dnet:provenance_actions\",\t\t\t\t\"schemename\":\"dnet:provenance_actions\"\t\t\t}\t\t}\t},\t\"country\":null}";
+  DedupConfig conf =
+      DedupConfig.load(
+          "{\n"
+              + "  \"wf\" : {\n"
+              + "    \"threshold\" : \"0.99\",\n"
+              + "    \"dedupRun\" : \"001\",\n"
+              + "    \"entityType\" : \"organization\",\n"
+              + "    \"subEntityValue\": \"organization\",\n"
+              + "    \"orderField\" : \"legalname\",\n"
+              + "    \"queueMaxSize\" : \"2000\",\n"
+              + "    \"groupMaxSize\" : \"50\",\n"
+              + "    \"slidingWindowSize\" : \"200\",\n"
+              + "    \"idPath\":\"$.id\",\n"
+              + "    \"rootBuilder\" : [ \"organization\", \"projectOrganization_participation_isParticipant\", \"datasourceOrganization_provision_isProvidedBy\" ],\n"
+              + "    \"includeChildren\" : \"true\",\n"
+              + "    \"maxIterations\": \"20\"\n"
+              + "  },\n"
+              + "  \"pace\" : {\n"
+              + "    \"clustering\" : [\n"
+              + "      { \"name\" : \"sortedngrampairs\", \"fields\" : [ \"legalname\" ], \"params\" : { \"max\" : 2, \"ngramLen\" : \"3\"} },\n"
+              + "      { \"name\" : \"suffixprefix\", \"fields\" : [ \"legalname\" ], \"params\" : { \"max\" : 1, \"len\" : \"3\" } },\n"
+              + "      { \"name\" : \"urlclustering\", \"fields\" : [ \"websiteurl\" ], \"params\" : { } },\n"
+              + "      { \"name\" : \"keywordsclustering\", \"fields\" : [ \"legalname\" ], \"params\" : { \"max\": 2, \"windowSize\": 4} }\n"
+              + "    ],\n"
+              + "    \"decisionTree\" : {\n"
+              + "      \"start\": {\n"
+              + "        \"fields\": [\n"
+              + "          {\n"
+              + "            \"field\": \"gridid\",\n"
+              + "            \"comparator\": \"exactMatch\",\n"
+              + "            \"weight\": 1,\n"
+              + "            \"countIfUndefined\": \"false\",\n"
+              + "            \"params\": {}\n"
+              + "          }\n"
+              + "        ],\n"
+              + "        \"threshold\": 1,\n"
+              + "        \"aggregation\": \"AVG\",\n"
+              + "        \"positive\": \"MATCH\",\n"
+              + "        \"negative\": \"NO_MATCH\",\n"
+              + "        \"undefined\": \"layer2\",\n"
+              + "        \"ignoreUndefined\": \"false\"\n"
+              + "      },\n"
+              + "      \"layer2\": {\n"
+              + "        \"fields\": [\n"
+              + "          {\n"
+              + "            \"field\": \"websiteurl\",\n"
+              + "            \"comparator\": \"domainExactMatch\",\n"
+              + "            \"weight\": 1,\n"
+              + "            \"countIfUndefined\": \"false\",\n"
+              + "            \"params\": {}\n"
+              + "          },\n"
+              + "          {\n"
+              + "            \"field\": \"country\",\n"
+              + "            \"comparator\": \"exactMatch\",\n"
+              + "            \"weight\": 1,\n"
+              + "            \"countIfUndefined\": \"true\",\n"
+              + "            \"params\": {}\n"
+              + "          },\n"
+              + "          {\n"
+              + "            \"field\": \"legalname\",\n"
+              + "            \"comparator\": \"numbersMatch\",\n"
+              + "            \"weight\": 1,\n"
+              + "            \"countIfUndefined\": \"true\",\n"
+              + "            \"params\": {}\n"
+              + "          },\n"
+              + "          {\n"
+              + "            \"field\": \"legalname\",\n"
+              + "            \"comparator\": \"romansMatch\",\n"
+              + "            \"weight\": 1,\n"
+              + "            \"countIfUndefined\": \"true\",\n"
+              + "            \"params\": {}\n"
+              + "          }\n"
+              + "        ],\n"
+              + "        \"threshold\": 1,\n"
+              + "        \"aggregation\": \"AND\",\n"
+              + "        \"positive\": \"layer3\",\n"
+              + "        \"negative\": \"NO_MATCH\",\n"
+              + "        \"undefined\": \"layer3\",\n"
+              + "        \"ignoreUndefined\": \"true\"\n"
+              + "      },\n"
+              + "      \"layer3\": {\n"
+              + "        \"fields\": [\n"
+              + "          {\n"
+              + "            \"field\": \"legalname\",\n"
+              + "            \"comparator\": \"cityMatch\",\n"
+              + "            \"weight\": 1.0,\n"
+              + "            \"countIfUndefined\": \"true\",\n"
+              + "            \"params\": {\n"
+              + "              \"windowSize\": \"4\"\n"
+              + "            }\n"
+              + "          }\n"
+              + "        ],\n"
+              + "        \"threshold\": 0.1,\n"
+              + "        \"aggregation\": \"AVG\",\n"
+              + "        \"positive\": \"layer4\",\n"
+              + "        \"negative\": \"NO_MATCH\",\n"
+              + "        \"undefined\": \"NO_MATCH\",\n"
+              + "        \"ignoreUndefined\": \"true\"\n"
+              + "      },\n"
+              + "      \"layer4\": {\n"
+              + "        \"fields\": [\n"
+              + "          {\n"
+              + "            \"field\": \"legalname\",\n"
+              + "            \"comparator\": \"keywordMatch\",\n"
+              + "            \"weight\": 1.0,\n"
+              + "            \"countIfUndefined\": \"true\",\n"
+              + "            \"params\": {\n"
+              + "              \"windowSize\": \"4\"\n"
+              + "            }\n"
+              + "          }\n"
+              + "        ],\n"
+              + "        \"threshold\": 0.7,\n"
+              + "        \"aggregation\": \"AVG\",\n"
+              + "        \"positive\": \"layer5\",\n"
+              + "        \"negative\": \"NO_MATCH\",\n"
+              + "        \"undefined\": \"layer5\",\n"
+              + "        \"ignoreUndefined\": \"true\"\n"
+              + "      },\n"
+              + "      \"layer5\": {\n"
+              + "        \"fields\": [\n"
+              + "          {\n"
+              + "            \"field\": \"legalname\",\n"
+              + "            \"comparator\": \"jaroWinklerNormalizedName\",\n"
+              + "            \"weight\": 0.9,\n"
+              + "            \"countIfUndefined\": \"true\",\n"
+              + "            \"params\": {\n"
+              + "              \"windowSize\": \"4\"\n"
+              + "            }\n"
+              + "          },\n"
+              + "          {\n"
+              + "            \"field\": \"legalshortname\",\n"
+              + "            \"comparator\": \"jaroWinklerNormalizedName\",\n"
+              + "            \"weight\": 0.1,\n"
+              + "            \"countIfUndefined\": \"false\",\n"
+              + "            \"params\": {\n"
+              + "              \"windowSize\": 4\n"
+              + "            }\n"
+              + "          }\n"
+              + "        ],\n"
+              + "        \"threshold\": 0.9,\n"
+              + "        \"aggregation\": \"W_MEAN\",\n"
+              + "        \"positive\": \"MATCH\",\n"
+              + "        \"negative\": \"NO_MATCH\",\n"
+              + "        \"undefined\": \"NO_MATCH\",\n"
+              + "        \"ignoreUndefined\": \"true\"\n"
+              + "      }\n"
+              + "    },\n"
+              + "    \"model\" : [\n"
+              + "      { \"name\" : \"country\", \"type\" : \"String\", \"path\" : \"$.country.classid\"},\n"
+              + "      { \"name\" : \"legalshortname\", \"type\" : \"String\", \"path\" : \"$.legalshortname.value\"},\n"
+              + "      { \"name\" : \"legalname\", \"type\" : \"String\", \"path\" : \"$.legalname.value\" },\n"
+              + "      { \"name\" : \"websiteurl\", \"type\" : \"URL\", \"path\" : \"$.websiteurl.value\" },\n"
+              + "      { \"name\" : \"gridid\", \"type\" : \"String\", \"path\" : \"$.pid[?(@.qualifier.classid =='grid')].value\"},\n"
+              + "      { \"name\" : \"originalId\", \"type\" : \"String\", \"path\" : \"$.id\" }\n"
+              + "    ],\n"
+              + "    \"blacklists\" : {\n"
+              + "      \"legalname\" : []\n"
+              + "    },\n"
+              + "    \"synonyms\": {\n"
+              + "      \"key::1\": [\"university\",\"università\", \"universitas\", \"università studi\",\"universitario\",\"universitaria\",\"université\", \"universite\", \"universitaire\",\"universitaires\",\"universidad\",\"universitade\",\"Universität\",\"universitaet\",\"Uniwersytet\",\"университет\",\"universiteit\",\"πανεπιστήμιο\",\"universitesi\",\"universiteti\", \"universiti\"],\n"
+              + "      \"key::2\": [\"studies\",\"studi\",\"études\",\"estudios\",\"estudos\",\"Studien\",\"studia\",\"исследования\",\"studies\",\"σπουδές\"],\n"
+              + "      \"key::3\": [\"advanced\",\"superiore\",\"supérieur\",\"supérieure\",\"supérieurs\",\"supérieures\",\"avancado\",\"avancados\",\"fortgeschrittene\",\"fortgeschritten\",\"zaawansowany\",\"передовой\",\"gevorderd\",\"gevorderde\",\"προχωρημένος\",\"προχωρημένη\",\"προχωρημένο\",\"προχωρημένες\",\"προχωρημένα\",\"wyzsza\"],\n"
+              + "      \"key::4\": [\"institute\",\"istituto\",\"institut\",\"instituto\",\"instituto\",\"Institut\",\"instytut\",\"институт\",\"instituut\",\"ινστιτούτο\"],\n"
+              + "      \"key::5\": [\"hospital\",\"ospedale\",\"hôpital\",\"hospital\",\"hospital\",\"Krankenhaus\",\"szpital\",\"больница\",\"ziekenhuis\",\"νοσοκομείο\"],\n"
+              + "      \"key::6\": [\"research\",\"ricerca\",\"recherche\",\"investigacion\",\"pesquisa\",\"Forschung\",\"badania\",\"исследования\",\"onderzoek\",\"έρευνα\",\"erevna\",\"erevnas\"],\n"
+              + "      \"key::7\": [\"college\",\"collegio\",\"colegio\",\"faculdade\",\"Hochschule\",\"Szkoła Wyższa\",\"Высшая школа\",\"κολλέγιο\"],\n"
+              + "      \"key::8\": [\"foundation\",\"fondazione\",\"fondation\",\"fundación\",\"fundação\",\"Stiftung\",\"Fundacja\",\"фонд\",\"stichting\",\"ίδρυμα\",\"idryma\"],\n"
+              + "      \"key::9\": [\"center\",\"centro\",\"centre\",\"centro\",\"centro\",\"zentrum\",\"centrum\",\"центр\",\"centrum\",\"κέντρο\"],\n"
+              + "      \"key::10\": [\"national\",\"nazionale\",\"national\",\"nationale\",\"nationaux\",\"nationales\",\"nacional\",\"nacional\",\"national\",\"krajowy\",\"национальный\",\"nationaal\",\"nationale\",\"εθνικό\"],\n"
+              + "      \"key::11\": [\"association\",\"associazione\",\"association\",\"asociación\",\"associação\",\"Verein\",\"verband\",\"stowarzyszenie\",\"ассоциация\",\"associatie\"],\n"
+              + "      \"key::12\": [\"society\",\"societa\",\"société\",\"sociedad\",\"sociedade\",\"gesellschaft\",\"społeczeństwo\",\"общество\",\"maatschappij\",\"κοινωνία\"],\n"
+              + "      \"key::13\": [\"international\",\"internazionale\",\"international\",\"internacional\",\"internacional\",\"international\",\"międzynarodowy\",\"Международный\",\"internationaal\",\"internationale\",\"διεθνής\",\"διεθνή\",\"διεθνές\"],\n"
+              + "      \"key::14\": [\"community\",\"comunita\",\"communauté\",\"comunidad\",\"comunidade\",\"Gemeinschaft\",\"społeczność\",\"сообщество\",\"gemeenschap\",\"κοινότητα\"],\n"
+              + "      \"key::15\": [\"school\",\"scuola\",\"école\",\"escuela\",\"escola\",\"schule\",\"Szkoła\",\"школа\",\"school\",\"σχολείο\"],\n"
+              + "      \"key::16\": [\"education\",\"educazione\",\"éducation\",\"educacion\",\"Educação\",\"Bildung\",\"Edukacja\",\"образование\",\"opleiding\",\"εκπαίδευση\"],\n"
+              + "      \"key::17\": [\"academy\",\"accademia\",\"académie\",\"academia\",\"academia\",\"Akademie\",\"akademie\",\"академия\",\"academie\",\"ακαδημία\"],\n"
+              + "      \"key::18\": [\"public\",\"pubblico\",\"public\",\"publique\",\"publics\",\"publiques\",\"publico\",\"publico\",\"Öffentlichkeit\",\"publiczny\",\"публичный\",\"publiek\",\"publieke\",\"δημόσιος\",\"δημόσια\",\"δημόσιο\"],\n"
+              + "      \"key::19\": [\"museum\",\"museo\",\"musée\",\"mueso\",\"museu\",\"museum\",\"muzeum\",\"музей\",\"museum\",\"μουσείο\"],\n"
+              + "      \"key::20\": [\"group\",\"gruppo\",\"groupe\",\"grupo\",\"grupo\",\"gruppe\",\"grupa\",\"группа\",\"groep\",\"ομάδα\",\"όμιλος\"],\n"
+              + "      \"key::21\": [\"department\",\"dipartimento\",\"département\",\"departamento\",\"departamento\",\"abteilung\",\"departament\",\"отдел\",\"afdeling\",\"τμήμα\"],\n"
+              + "      \"key::22\": [\"council\",\"consiglio\",\"conseil\",\"Consejo\",\"conselho\",\"gesellschaft\",\"rada\",\"совет\",\"raad\",\"συμβούλιο\"],\n"
+              + "      \"key::23\": [\"library\",\"biblioteca\",\"bibliothèque\",\"biblioteca\",\"biblioteca\",\"Bibliothek\",\"biblioteka\",\"библиотека\",\"bibliotheek\",\"βιβλιοθήκη\"],\n"
+              + "      \"key::24\": [\"ministry\",\"ministero\",\"ministère\",\"ministerio\",\"ministério\",\"Ministerium\",\"ministerstwo\",\"министерство\",\"ministerie\",\"υπουργείο\"],\n"
+              + "      \"key::25\": [\"services\",\"servizi\",\"services\",\"servicios\",\"Serviços\",\"Dienstleistungen\",\"usługi\",\"услуги\",\"diensten\",\"υπηρεσίες\"],\n"
+              + "      \"key::26\": [\"central\",\"centrale\",\"central\",\"centrale\",\"centrales\",\"central\",\"central\",\"zentral\",\"centralny\",\"цетральный\",\"centraal\",\"κεντρικός\",\"κεντρική\",\"κεντρικό\",\"κεντρικά\"],\n"
+              + "      \"key::27\": [\"general\",\"generale\",\"général\",\"générale\",\"généraux\",\"générales\",\"general\",\"geral\",\"general\",\"Allgemeines\",\"general\",\"общий\",\"algemeen\",\"algemene\",\"γενικός\",\"γενική\",\"γενικό\",\"γενικά\"],\n"
+              + "      \"key::28\": [\"applied\",\"applicati\",\"appliqué\",\"appliquée\",\"appliqués\",\"appliquées\",\"aplicado\",\"aplicada\",\"angewendet\",\"stosowany\",\"прикладной\",\"toegepast\",\"toegepaste\",\"εφαρμοσμένος\",\"εφαρμοσμένη\",\"εφαρμοσμένο\",\"εφαρμοσμένα\"],\n"
+              + "      \"key::29\": [\"european\",\"europee\",\"europea\",\"européen\",\"européenne\",\"européens\",\"européennes\",\"europeo\",\"europeu\",\"europäisch\",\"europejski\",\"европейский\",\"Europees\",\"Europese\",\"ευρωπαϊκός\",\"ευρωπαϊκή\",\"ευρωπαϊκό\",\"ευρωπαϊκά\"],\n"
+              + "      \"key::30\": [\"agency\",\"agenzia\",\"agence\",\"agencia\",\"agencia\",\"agentur\",\"agencja\",\"агенция\",\"agentschap\",\"πρακτορείο\"],\n"
+              + "      \"key::31\": [\"laboratory\",\"laboratorio\",\"laboratoire\",\"laboratorio\",\"laboratorio\",\"labor\",\"laboratorium\",\"лаборатория\",\"laboratorium\",\"εργαστήριο\"],\n"
+              + "      \"key::32\": [\"industry\",\"industria\",\"industrie\",\"индустрия\",\"industrie\",\"βιομηχανία\"],\n"
+              + "      \"key::33\": [\"industrial\",\"industriale\",\"industriel\",\"industrielle\",\"industriels\",\"industrielles\",\"индустриальный\",\"industrieel\",\"βιομηχανικός\",\"βιομηχανική\",\"βιομηχανικό\",\"βιομηχανικά\",\"βιομηχανικές\"],\n"
+              + "      \"key::34\": [\"consortium\",\"consorzio\",\"consortium\",\"консорциум\",\"consortium\",\"κοινοπραξία\"],\n"
+              + "      \"key::35\": [\"organization\",\"organizzazione\",\"organisation\",\"organización\",\"organização\",\"organizacja\",\"организация\",\"organisatie\",\"οργανισμός\"],\n"
+              + "      \"key::36\": [\"authority\",\"autorità\",\"autorité\",\"авторитет\",\"autoriteit\"],\n"
+              + "      \"key::37\": [\"federation\",\"federazione\",\"fédération\",\"федерация\",\"federatie\",\"ομοσπονδία\"],\n"
+              + "      \"key::38\": [\"observatory\",\"osservatorio\",\"observatoire\",\"обсерватория\",\"observatorium\",\"αστεροσκοπείο\"],\n"
+              + "      \"key::39\": [\"bureau\",\"ufficio\",\"bureau\",\"офис\",\"bureau\",\"γραφείο\"],\n"
+              + "      \"key::40\": [\"company\",\"impresa\",\"compagnie\",\"société\",\"компания\",\"bedrijf\",\"εταιρία\"],\n"
+              + "      \"key::41\": [\"polytechnic\",\"politecnico\",\"polytechnique\",\"политехника\",\"polytechnisch\",\"πολυτεχνείο\",\"universita politecnica\",\"polytechnic university\",\"universidad politecnica\",\"universitat politecnica\",\"politechnika\",\"politechniki\",\"university technology\",\"university science technology\"],\n"
+              + "      \"key::42\": [\"coalition\",\"coalizione\",\"coalition\",\"коалиция\",\"coalitie\",\"συνασπισμός\"],\n"
+              + "      \"key::43\": [\"initiative\",\"iniziativa\",\"initiative\",\"инициатива\",\"initiatief\",\"πρωτοβουλία\"],\n"
+              + "      \"key::44\": [\"academic\",\"accademico\",\"académique\",\"universitaire\",\"акадеческий academisch\",\"ακαδημαϊκός\",\"ακαδημαϊκή\",\"ακαδημαϊκό\",\"ακαδημαϊκές\",\"ακαδημαϊκοί\"],\n"
+              + "      \"key::45\": [\"institution\",\"istituzione\",\"institution\",\"институциональный\",\"instelling\",\"ινστιτούτο\"],\n"
+              + "      \"key::46\": [\"division\",\"divisione\",\"division\",\"отделение\",\"divisie\",\"τμήμα\"],\n"
+              + "      \"key::47\": [\"committee\",\"comitato\",\"comité\",\"комитет\",\"commissie\",\"επιτροπή\"],\n"
+              + "      \"key::48\": [\"promotion\",\"promozione\",\"продвижение\",\"proothisis\",\"forderung\"],\n"
+              + "      \"key::49\": [\"medical\",\"medicine\",\"clinical\",\"medicina\",\"clinici\",\"médico\",\"medicina\",\"clínica\",\"médico\",\"medicina\",\"clínica\",\"medizinisch\",\"Medizin\",\"klinisch\",\"medisch\",\"geneeskunde\",\"klinisch\",\"ιατρικός\",\"ιατρική\",\"ιατρικό\",\"ιατρικά\",\"κλινικός\",\"κλινική\",\"κλινικό\",\"κλινικά\",\"tıbbi\",\"tıp\",\"klinik\",\"orvosi\",\"orvostudomány\",\"klinikai\",\"zdravniški\",\"medicinski\",\"klinični\",\"meditsiini\",\"kliinik\",\"kliiniline\"],\n"
+              + "      \"key::50\": [\"technology\",\"technological\",\"tecnologia\",\"tecnologie\",\"tecnología\",\"tecnológico\",\"tecnologia\",\"tecnológico\",\"Technologie\",\"technologisch\",\"technologie\",\"technologisch\",\"τεχνολογία\",\"τεχνολογικός\",\"τεχνολογική\",\"τεχνολογικό\",\"teknoloji\",\"teknolojik\",\"technológia\",\"technológiai\",\"tehnologija\",\"tehnološki\",\"tehnoloogia\",\"tehnoloogiline\",\"technologii\",\"technical\",\"texniki\",\"teknik\"],\n"
+              + "      \"key::51\": [\"science\",\"scientific\",\"scienza\",\"scientifiche\",\"scienze\",\"ciencia\",\"científico\",\"ciência\",\"científico\",\"Wissenschaft\",\"wissenschaftlich\",\"wetenschap\",\"wetenschappelijk\",\"επιστήμη\",\"επιστημονικός\",\"επιστημονική\",\"επιστημονικό\",\"επιστημονικά\",\"bilim\",\"bilimsel\",\"tudomány\",\"tudományos\",\"znanost\",\"znanstveni\",\"teadus\",\"teaduslik\",\"\"],\n"
+              + "      \"key::52\": [\"engineering\",\"ingegneria\",\"ingeniería\",\"engenharia\",\"Ingenieurwissenschaft\",\"ingenieurswetenschappen\",\"bouwkunde\",\"μηχανικός\",\"μηχανική\",\"μηχανικό\",\"mühendislik\",\"mérnöki\",\"Inženirstvo\",\"inseneeria\",\"inseneri\",\"\"],\n"
+              + "      \"key::53\": [\"management\",\"gestione\",\"gestionale\",\"gestionali\",\"gestión\",\"administración\",\"gestão\",\"administração\",\"Verwaltung\",\"management\",\"διαχείριση\",\"yönetim\",\"menedzsment\",\"vodstvo\",\"upravljanje\",\"management\",\"juhtkond\",\"juhtimine\",\"haldus\",\"\"],\n"
+              + "      \"key::54\": [\"energy\",\"energia\",\"energía\",\"energia\",\"Energie\",\"energie\",\"ενέργεια\",\"enerji\",\"energia\",\"energija\",\"energia\",\"\"],\n"
+              + "      \"key::55\": [\"agricultural\",\"agriculture\",\"agricoltura\",\"agricole\",\"agrícola\",\"agricultura\",\"agrícola\",\"agricultura\",\"landwirtschaftlich\",\"Landwirtschaft\",\"landbouwkundig\",\"landbouw\",\"αγροτικός\",\"αγροτική\",\"αγροτικό\",\"γεωργικός\",\"γεωργική\",\"γεωργικό\",\"γεωργία\",\"tarımsal\",\"tarım\",\"mezőgazdasági\",\"mezőgazdaság\",\"poljedelski\",\"poljedelstvo\",\"põllumajandus\",\"põllumajanduslik\",\"\"],\n"
+              + "      \"key::56\": [\"information\",\"informazione\",\"información\",\"informação\",\"Information\",\"informatie\",\"πληροφορία\",\"bilgi\",\"információ\",\"informacija\",\"informatsioon\",\"informatycznych\",\"\"],\n"
+              + "      \"key::57\": [\"social\",\"sociali\",\"social\",\"social\",\"Sozial\",\"sociaal\",\"maatschappelijk\",\"κοινωνικός\",\"κοινωνική\",\"κοινωνικό\",\"κοινωνικά\",\"sosyal\",\"szociális\",\"družbeni\",\"sotsiaal\",\"sotsiaalne\",\"\"],\n"
+              + "      \"key::58\": [\"environmental\",\"ambiente\",\"medioambiental\",\"ambiente\",\"medioambiente\",\"meioambiente\",\"Umwelt\",\"milieu\",\"milieuwetenschap\",\"milieukunde\",\"περιβαλλοντικός\",\"περιβαλλοντική\",\"περιβαλλοντικό\",\"περιβαλλοντικά\",\"çevre\",\"környezeti\",\"okoliški\",\"keskonna\",\"\"],\n"
+              + "      \"key::59\": [\"business\",\"economia\",\"economiche\",\"economica\",\"negocio\",\"empresa\",\"negócio\",\"Unternehmen\",\"bedrijf\",\"bedrijfskunde\",\"επιχείρηση\",\"iş\",\"üzleti\",\"posel\",\"ettevõte/äri\",\"\"],\n"
+              + "      \"key::60\": [\"pharmaceuticals\",\"pharmacy\",\"farmacia\",\"farmaceutica\",\"farmacéutica\",\"farmacia\",\"farmacêutica\",\"farmácia\",\"Pharmazeutika\",\"Arzneimittelkunde\",\"farmaceutica\",\"geneesmiddelen\",\"apotheek\",\"φαρμακευτικός\",\"φαρμακευτική\",\"φαρμακευτικό\",\"φαρμακευτικά\",\"φαρμακείο\",\"ilaç\",\"eczane\",\"gyógyszerészeti\",\"gyógyszertár\",\"farmacevtika\",\"lekarništvo\",\"farmaatsia\",\"farmatseutiline\",\"\"],\n"
+              + "      \"key::61\": [\"healthcare\",\"health services\",\"salute\",\"atenciónmédica\",\"cuidadodelasalud\",\"cuidadoscomasaúde\",\"Gesundheitswesen\",\"gezondheidszorg\",\"ιατροφαρμακευτικήπερίθαλψη\",\"sağlıkhizmeti\",\"egészségügy\",\"zdravstvo\",\"tervishoid\",\"tervishoiu\",\"\"],\n"
+              + "      \"key::62\": [\"history\",\"storia\",\"historia\",\"história\",\"Geschichte\",\"geschiedenis\",\"geschiedkunde\",\"ιστορία\",\"tarih\",\"történelem\",\"zgodovina\",\"ajalugu\",\"\"],\n"
+              + "      \"key::63\": [\"materials\",\"materiali\",\"materia\",\"materiales\",\"materiais\",\"materialen\",\"υλικά\",\"τεκμήρια\",\"malzemeler\",\"anyagok\",\"materiali\",\"materjalid\",\"vahendid\",\"\"],\n"
+              + "      \"key::64\": [\"economics\",\"economia\",\"economiche\",\"economica\",\"economía\",\"economia\",\"Wirtschaft\",\"economie\",\"οικονομικά\",\"οικονομικέςεπιστήμες\",\"ekonomi\",\"közgazdaságtan\",\"gospodarstvo\",\"ekonomija\",\"majanduslik\",\"majandus\",\"\"],\n"
+              + "      \"key::65\": [\"therapeutics\",\"terapeutica\",\"terapéutica\",\"terapêutica\",\"therapie\",\"θεραπευτική\",\"tedavibilimi\",\"gyógykezelés\",\"terapevtika\",\"terapeutiline\",\"ravi\",\"\"],\n"
+              + "      \"key::66\": [\"oncology\",\"oncologia\",\"oncologico\",\"oncología\",\"oncologia\",\"Onkologie\",\"oncologie\",\"ογκολογία\",\"onkoloji\",\"onkológia\",\"onkologija\",\"onkoloogia\",\"\"],\n"
+              + "      \"key::67\": [\"natural\",\"naturali\",\"naturale\",\"natural\",\"natural\",\"natürlich\",\"natuurlijk\",\"φυσικός\",\"φυσική\",\"φυσικό\",\"φυσικά\",\"doğal\",\"természetes\",\"naraven\",\"loodus\",\"\"],\n"
+              + "      \"key::68\": [\"educational\",\"educazione\",\"pedagogia\",\"educacional\",\"educativo\",\"educacional\",\"pädagogisch\",\"educatief\",\"εκπαιδευτικός\",\"εκπαιδευτική\",\"εκπαιδευτικό\",\"εκπαιδευτικά\",\"eğitimsel\",\"oktatási\",\"izobraževalen\",\"haridus\",\"hariduslik\",\"\"],\n"
+              + "      \"key::69\": [\"biomedical\",\"biomedica\",\"biomédico\",\"biomédico\",\"biomedizinisch\",\"biomedisch\",\"βιοιατρικός\",\"βιοιατρική\",\"βιοιατρικό\",\"βιοιατρικά\",\"biyomedikal\",\"orvosbiológiai\",\"biomedicinski\",\"biomeditsiiniline\",\"\"],\n"
+              + "      \"key::70\": [\"veterinary\",\"veterinaria\",\"veterinarie\",\"veterinaria\",\"veterinária\",\"tierärtzlich\",\"veterinair\",\"veeartsenijlkunde\",\"κτηνιατρικός\",\"κτηνιατρική\",\"κτηνιατρικό\",\"κτηνιατρικά\",\"veteriner\",\"állatorvosi\",\"veterinar\",\"veterinarski\",\"veterinaaria\",\"\"],\n"
+              + "      \"key::71\": [\"chemistry\",\"chimica\",\"química\",\"química\",\"Chemie\",\"chemie\",\"scheikunde\",\"χημεία\",\"kimya\",\"kémia\",\"kemija\",\"keemia\",\"\"],\n"
+              + "      \"key::72\": [\"security\",\"sicurezza\",\"seguridad\",\"segurança\",\"Sicherheit\",\"veiligheid\",\"ασφάλεια\",\"güvenlik\",\"biztonsági\",\"varnost\",\"turvalisus\",\"julgeolek\",\"\"],\n"
+              + "      \"key::73\": [\"biotechnology\",\"biotecnologia\",\"biotecnologie\",\"biotecnología\",\"biotecnologia\",\"Biotechnologie\",\"biotechnologie\",\"βιοτεχνολογία\",\"biyoteknoloji\",\"biotechnológia\",\"biotehnologija\",\"biotehnoloogia\",\"\"],\n"
+              + "      \"key::74\": [\"military\",\"militare\",\"militari\",\"militar\",\"militar\",\"Militär\",\"militair\",\"leger\",\"στρατιωτικός\",\"στρατιωτική\",\"στρατιωτικό\",\"στρατιωτικά\",\"askeri\",\"katonai\",\"vojaški\",\"vojni\",\"militaar\",\"wojskowa\",\"\"],\n"
+              + "      \"key::75\": [\"theological\",\"teologia\",\"teologico\",\"teológico\",\"tecnológica\",\"theologisch\",\"theologisch\",\"θεολογικός\",\"θεολογική\",\"θεολογικό\",\"θεολογικά\",\"teolojik\",\"technológiai\",\"teološki\",\"teoloogia\",\"usuteadus\",\"teoloogiline\",\"\"],\n"
+              + "      \"key::76\": [\"electronics\",\"elettronica\",\"electrónica\",\"eletrônicos\",\"Elektronik\",\"elektronica\",\"ηλεκτρονική\",\"elektronik\",\"elektronika\",\"elektronika\",\"elektroonika\",\"\"],\n"
+              + "      \"key::77\": [\"forestry\",\"forestale\",\"forestali\",\"silvicultura\",\"forestal\",\"floresta\",\"Forstwirtschaft\",\"bosbouw\",\"δασοκομία\",\"δασολογία\",\"ormancılık\",\"erdészet\",\"gozdarstvo\",\"metsandus\",\"\"],\n"
+              + "      \"key::78\": [\"maritime\",\"marittima\",\"marittime\",\"marittimo\",\"marítimo\",\"marítimo\",\"maritiem\",\"ναυτικός\",\"ναυτική\",\"ναυτικό\",\"ναυτικά\",\"ναυτιλιακός\",\"ναυτιλιακή\",\"ναυτιλιακό\",\"ναυτιλιακά\",\"θαλάσσιος\",\"θαλάσσια\",\"θαλάσσιο\",\"denizcilik\",\"tengeri\",\"morski\",\"mere\",\"merendus\",\"\"],\n"
+              + "      \"key::79\": [\"sports\",\"sport\",\"deportes\",\"esportes\",\"Sport\",\"sport\",\"sportwetenschappen\",\"άθληση\",\"γυμναστικήδραστηριότητα\",\"spor\",\"sport\",\"šport\",\"sport\",\"spordi\",\"\"],\n"
+              + "      \"key::80\": [\"surgery\",\"chirurgia\",\"chirurgiche\",\"cirugía\",\"cirurgia\",\"Chirurgie\",\"chirurgie\",\"heelkunde\",\"εγχείρηση\",\"επέμβαση\",\"χειρουργικήεπέμβαση\",\"cerrahi\",\"sebészet\",\"kirurgija\",\"kirurgia\",\"\"],\n"
+              + "      \"key::81\": [\"cultural\",\"culturale\",\"culturali\",\"cultura\",\"cultural\",\"cultural\",\"kulturell\",\"cultureel\",\"πολιτιστικός\",\"πολιτιστική\",\"πολιτιστικό\",\"πολιτισμικός\",\"πολιτισμική\",\"πολιτισμικό\",\"kültürel\",\"kultúrális\",\"kulturni\",\"kultuuri\",\"kultuuriline\",\"\"],\n"
+              + "      \"key::82\": [\"computerscience\",\"informatica\",\"ordenador\",\"computadora\",\"informática\",\"computación\",\"cienciasdelacomputación\",\"ciênciadacomputação\",\"Computer\",\"computer\",\"υπολογιστής\",\"ηλεκτρονικόςυπολογιστής\",\"bilgisayar\",\"számítógép\",\"računalnik\",\"arvuti\",\"\"],\n"
+              + "      \"key::83\": [\"finance\",\"financial\",\"finanza\",\"finanziarie\",\"finanza\",\"financiero\",\"finanças\",\"financeiro\",\"Finanzen\",\"finanziell\",\"financiën\",\"financieel\",\"χρηματοοικονομικά\",\"χρηματοδότηση\",\"finanse\",\"finansal\",\"pénzügy\",\"pénzügyi\",\"finance\",\"finančni\",\"finants\",\"finantsiline\",\"\"],\n"
+              + "      \"key::84\": [\"communication\",\"comunicazione\",\"comuniciación\",\"comunicação\",\"Kommunikation\",\"communication\",\"επικοινωνία\",\"iletişim\",\"kommunikáció\",\"komuniciranje\",\"kommunikatsioon\",\"\"],\n"
+              + "      \"key::85\": [\"justice\",\"giustizia\",\"justicia\",\"justiça\",\"Recht\",\"Justiz\",\"justitie\",\"gerechtigheid\",\"δικαιοσύνη\",\"υπουργείοδικαιοσύνης\",\"δίκαιο\",\"adalet\",\"igazságügy\",\"pravo\",\"õigus\",\"\"],\n"
+              + "      \"key::86\": [\"aerospace\",\"aerospaziale\",\"aerospaziali\",\"aeroespacio\",\"aeroespaço\",\"Luftfahrt\",\"luchtvaart\",\"ruimtevaart\",\"αεροπορικός\",\"αεροπορική\",\"αεροπορικό\",\"αεροναυπηγικός\",\"αεροναυπηγική\",\"αεροναυπηγικό\",\"αεροναυπηγικά\",\"havacılıkveuzay\",\"légtér\",\"zrakoplovstvo\",\"atmosfäär\",\"kosmos\",\"\"],\n"
+              + "      \"key::87\": [\"dermatology\",\"dermatologia\",\"dermatología\",\"dermatologia\",\"Dermatologie\",\"dermatologie\",\"δρματολογία\",\"dermatoloji\",\"bőrgyógyászat\",\"dermatológia\",\"dermatologija\",\"dermatoloogia\",\"\"],\n"
+              + "      \"key::88\": [\"architecture\",\"architettura\",\"arquitectura\",\"arquitetura\",\"Architektur\",\"architectuur\",\"αρχιτεκτονική\",\"mimarlık\",\"építészet\",\"arhitektura\",\"arhitektuur\",\"\"],\n"
+              + "      \"key::89\": [\"mathematics\",\"matematica\",\"matematiche\",\"matemáticas\",\"matemáticas\",\"Mathematik\",\"wiskunde\",\"mathematica\",\"μαθηματικά\",\"matematik\",\"matematika\",\"matematika\",\"matemaatika\",\"\"],\n"
+              + "      \"key::90\": [\"language\",\"lingue\",\"linguistica\",\"linguistiche\",\"lenguaje\",\"idioma\",\"língua\",\"idioma\",\"Sprache\",\"taal\",\"taalkunde\",\"γλώσσα\",\"dil\",\"nyelv\",\"jezik\",\"keel\",\"\"],\n"
+              + "      \"key::91\": [\"neuroscience\",\"neuroscienza\",\"neurociencia\",\"neurociência\",\"Neurowissenschaft\",\"neurowetenschappen\",\"νευροεπιστήμη\",\"nörobilim\",\"idegtudomány\",\"nevroznanost\",\"neuroteadused\",\"\"],\n"
+              + "      \"key::92\": [\"automation\",\"automazione\",\"automatización\",\"automação\",\"Automatisierung\",\"automatisering\",\"αυτοματοποίηση\",\"otomasyon\",\"automatizálás\",\"avtomatizacija\",\"automatiseeritud\",\"\"],\n"
+              + "      \"key::93\": [\"pediatric\",\"pediatria\",\"pediatriche\",\"pediatrico\",\"pediátrico\",\"pediatría\",\"pediátrico\",\"pediatria\",\"pädiatrisch\",\"pediatrische\",\"παιδιατρική\",\"pediatrik\",\"gyermekgyógyászat\",\"pediatrija\",\"pediaatria\",\"\"],\n"
+              + "      \"key::94\": [\"photonics\",\"fotonica\",\"fotoniche\",\"fotónica\",\"fotônica\",\"Photonik\",\"fotonica\",\"φωτονική\",\"fotonik\",\"fotonika\",\"fotonika\",\"fotoonika\",\"\"],\n"
+              + "      \"key::95\": [\"mechanics\", \"mechanical\", \"meccanica\",\"meccaniche\",\"mecánica\",\"mecânica\",\"Mechanik\",\"Maschinenbau\",\"mechanica\",\"werktuigkunde\",\"μηχανικής\",\"mekanik\",\"gépészet\",\"mehanika\",\"mehaanika\",\"\"],\n"
+              + "      \"key::96\": [\"psychiatrics\",\"psichiatria\",\"psichiatrica\",\"psichiatriche\",\"psiquiatría\",\"psiquiatria\",\"Psychiatrie\",\"psychiatrie\",\"ψυχιατρική\",\"psikiyatrik\",\"pszihiátria\",\"psihiatrija\",\"psühhaatria\",\"\"],\n"
+              + "      \"key::97\": [\"psychology\",\"fisiologia\",\"psicología\",\"psicologia\",\"Psychologie\",\"psychologie\",\"ψυχολογία\",\"psikoloji\",\"pszihológia\",\"psihologija\",\"psühholoogia\",\"\"],\n"
+              + "      \"key::98\": [\"automotive\",\"industriaautomobilistica\",\"industriadelautomóvil\",\"automotriz\",\"industriaautomotriz\",\"automotivo\",\"Automobilindustrie\",\"autoindustrie\",\"αυτοκίνητος\",\"αυτοκίνητη\",\"αυτοκίνητο\",\"αυτοκινούμενος\",\"αυτοκινούμενη\",\"αυτοκινούμενο\",\"αυτοκινητιστικός\",\"αυτοκινητιστική\",\"αυτοκινητιστικό\",\"otomotiv\",\"autóipari\",\"samogiben\",\"avtomobilskaindustrija\",\"auto-\",\"\"],\n"
+              + "      \"key::99\": [\"neurology\",\"neurologia\",\"neurologiche\",\"neurología\",\"neurologia\",\"Neurologie\",\"neurologie\",\"zenuwleer\",\"νευρολογία\",\"nöroloji\",\"neurológia\",\"ideggyógyászat\",\"nevrologija\",\"neuroloogia\",\"\"],\n"
+              + "      \"key::100\": [\"geology\",\"geologia\",\"geologiche\",\"geología\",\"geologia\",\"Geologie\",\"geologie\",\"aardkunde\",\"γεωλογία\",\"jeoloji\",\"geológia\",\"földtudomány\",\"geologija\",\"geoloogia\",\"\"],\n"
+              + "      \"key::101\": [\"microbiology\",\"microbiologia\",\"micro-biologia\",\"microbiologiche\",\"microbiología\",\"microbiologia\",\"Mikrobiologie\",\"microbiologie\",\"μικροβιολογία\",\"mikrobiyoloji\",\"mikrobiológia\",\"mikrobiologija\",\"mikrobioloogia\",\"\"],\n"
+              + "      \"key::102\": [\"informatics\",\"informatica\",\"informática\",\"informática\",\"informatica\",\"\"],\n"
+              + "      \"key::103\": [\"forschungsgemeinschaft\",\"comunita ricerca\",\"research community\",\"research foundation\",\"research association\"],\n"
+              + "      \"key::104\": [\"commerce\",\"ticaret\",\"ticarət\",\"commercio\",\"trade\",\"handel\",\"comercio\"],\n"
+              + "      \"key::105\" : [\"state\", \"stato\", \"etade\", \"estado\", \"statale\", \"etat\", \"zustand\", \"estado\"],\n"
+              + "      \"key::106\" : [\"seminary\", \"seminario\", \"seminaire\", \"seminar\"],\n"
+              + "      \"key::107\" : [\"agricultural forestry\", \"af\", \"a f\"],\n"
+              + "      \"key::108\" : [\"agricultural mechanical\", \"am\", \"a m\"],\n"
+              + "      \"key::109\" : [\"catholic\", \"catholique\", \"katholische\", \"catolica\", \"cattolica\", \"catolico\"]\n"
+              + "    }\n"
+              + "  }\n"
+              + "}");
 
-    @Test
-    public void testJPath() throws Exception {
+  @Test
+  public void testJPath() throws Exception {
 
-        MapDocument d = MapDocumentUtil.asMapDocumentWithJPath(conf, json);
+    MapDocument d = MapDocumentUtil.asMapDocumentWithJPath(conf, json);
 
-        System.out.println("d = " + d);
-    }
+    System.out.println("d = " + d);
+  }
 }
diff --git a/dhp-workflows/dhp-dedup-openaire/src/test/resources/eu/dnetlib/dhp/dedup/conf/ds.curr.conf.json b/dhp-workflows/dhp-dedup-openaire/src/test/resources/eu/dnetlib/dhp/dedup/conf/ds.curr.conf.json
index 5329005067..13b18e1c35 100644
--- a/dhp-workflows/dhp-dedup-openaire/src/test/resources/eu/dnetlib/dhp/dedup/conf/ds.curr.conf.json
+++ b/dhp-workflows/dhp-dedup-openaire/src/test/resources/eu/dnetlib/dhp/dedup/conf/ds.curr.conf.json
@@ -11,7 +11,9 @@
     "maxChildren" : "100",
     "slidingWindowSize" : "200",
     "rootBuilder" : ["result", "resultProject_outcome_isProducedBy", "resultResult_publicationDataset_isRelatedTo", "resultResult_similarity_isAmongTopNSimilarDocuments", "resultResult_similarity_hasAmongTopNSimilarDocuments", "resultOrganization_affiliation_hasAuthorInstitution", "resultResult_part_hasPart", "resultResult_part_isPartOf", "resultResult_supplement_isSupplementTo", "resultResult_supplement_isSupplementedBy", "resultResult_version_isVersionOf" ],
-    "includeChildren" : "true"
+    "includeChildren" : "true",
+    "idPath" : "$.id",
+    "maxIterations" : 20
   },
   "pace" : {
     "clustering" : [
@@ -70,7 +72,8 @@
             "field": "title",
             "comparator": "levensteinTitle",
             "weight": 1.0,
-            "countIfUndefined": "true"
+            "countIfUndefined": "true",
+            "params": {}
           }
         ],
         "threshold": 0.99,
@@ -85,7 +88,7 @@
       {
         "name" : "doi",
         "type" : "String",
-        "path" : "$.pid[@.qualifier.classid = 'doi'].value"
+        "path" : "$.pid[?(@.qualifier.classid == 'doi')].value"
       },
       {
         "name" : "pid",
@@ -96,7 +99,7 @@
       {
         "name" : "title",
         "type" : "String",
-        "path" : "$.title[@.qualifier.classid = 'main title'].value",
+        "path" : "$.title[?(@.qualifier.classid == 'main title')].value",
         "length" : 250,
         "size" : 5
       },
diff --git a/dhp-workflows/dhp-dedup-openaire/src/test/resources/eu/dnetlib/dhp/dedup/conf/orp.curr.conf.json b/dhp-workflows/dhp-dedup-openaire/src/test/resources/eu/dnetlib/dhp/dedup/conf/orp.curr.conf.json
index 76e656743f..5fb2a171ac 100644
--- a/dhp-workflows/dhp-dedup-openaire/src/test/resources/eu/dnetlib/dhp/dedup/conf/orp.curr.conf.json
+++ b/dhp-workflows/dhp-dedup-openaire/src/test/resources/eu/dnetlib/dhp/dedup/conf/orp.curr.conf.json
@@ -11,7 +11,9 @@
     "maxChildren" : "100",
     "slidingWindowSize" : "200",
     "rootBuilder" : [ "result", "resultProject_outcome_isProducedBy", "resultResult_publicationDataset_isRelatedTo", "resultResult_similarity_isAmongTopNSimilarDocuments", "resultResult_similarity_hasAmongTopNSimilarDocuments", "resultOrganization_affiliation_hasAuthorInstitution", "resultResult_part_hasPart", "resultResult_part_isPartOf", "resultResult_supplement_isSupplementTo", "resultResult_supplement_isSupplementedBy", "resultResult_version_isVersionOf" ],
-    "includeChildren" : "true"
+    "includeChildren" : "true",
+    "idPath" : "$.id",
+    "maxIterations" : 20
   },
   "pace" : {
     "clustering" : [
@@ -70,7 +72,8 @@
             "field": "title",
             "comparator": "levensteinTitle",
             "weight": 1.0,
-            "countIfUndefined": "true"
+            "countIfUndefined": "true",
+            "params": {}
           }
         ],
         "threshold": 0.99,
@@ -85,7 +88,7 @@
       {
         "name" : "doi",
         "type" : "String",
-        "path" : "$.pid[@.qualifier.classid = 'doi'}].value"
+        "path" : "$.pid[?(@.qualifier.classid == 'doi')].value"
       },
       {
         "name" : "pid",
@@ -96,7 +99,7 @@
       {
         "name" : "title",
         "type" : "String",
-        "path" : "$.title[@.qualifier.classid = 'main title'].value",
+        "path" : "$.title[?(@.qualifier.classid == 'main title')].value",
         "length" : 250,
         "size" : 5
       },
diff --git a/dhp-workflows/dhp-dedup-openaire/src/test/resources/eu/dnetlib/dhp/dedup/conf/sw.curr.conf.json b/dhp-workflows/dhp-dedup-openaire/src/test/resources/eu/dnetlib/dhp/dedup/conf/sw.curr.conf.json
index 815dd7a572..f4a107c745 100644
--- a/dhp-workflows/dhp-dedup-openaire/src/test/resources/eu/dnetlib/dhp/dedup/conf/sw.curr.conf.json
+++ b/dhp-workflows/dhp-dedup-openaire/src/test/resources/eu/dnetlib/dhp/dedup/conf/sw.curr.conf.json
@@ -11,7 +11,9 @@
       "maxChildren" : "100",
       "slidingWindowSize" : "200",
       "rootBuilder" : [ "result", "resultProject_outcome_isProducedBy", "resultResult_publicationDataset_isRelatedTo", "resultResult_similarity_isAmongTopNSimilarDocuments", "resultResult_similarity_hasAmongTopNSimilarDocuments", "resultOrganization_affiliation_hasAuthorInstitution", "resultResult_part_hasPart", "resultResult_part_isPartOf", "resultResult_supplement_isSupplementTo", "resultResult_supplement_isSupplementedBy", "resultResult_version_isVersionOf" ],
-      "includeChildren" : "true"
+      "includeChildren" : "true",
+      "idPath" : "$.id",
+      "maxIterations" : 20
     },
     "pace" : {
       "clustering" : [
diff --git a/dhp-workflows/dhp-dedup-openaire/src/test/resources/eu/dnetlib/dhp/dedup/entities/dataset b/dhp-workflows/dhp-dedup-openaire/src/test/resources/eu/dnetlib/dhp/dedup/entities/dataset
deleted file mode 100644
index e69de29bb2..0000000000
diff --git a/dhp-workflows/dhp-dedup-openaire/src/test/resources/eu/dnetlib/dhp/dedup/entities/dataset/dataset.gz b/dhp-workflows/dhp-dedup-openaire/src/test/resources/eu/dnetlib/dhp/dedup/entities/dataset/dataset.gz
new file mode 100644
index 0000000000..65df69a93e
Binary files /dev/null and b/dhp-workflows/dhp-dedup-openaire/src/test/resources/eu/dnetlib/dhp/dedup/entities/dataset/dataset.gz differ
diff --git a/dhp-workflows/dhp-dedup-openaire/src/test/resources/eu/dnetlib/dhp/dedup/entities/datasource b/dhp-workflows/dhp-dedup-openaire/src/test/resources/eu/dnetlib/dhp/dedup/entities/datasource
deleted file mode 100644
index 1230623650..0000000000
--- a/dhp-workflows/dhp-dedup-openaire/src/test/resources/eu/dnetlib/dhp/dedup/entities/datasource
+++ /dev/null
@@ -1,100 +0,0 @@
-{"dataInfo": {"deletedbyinference": false, "provenanceaction": {"classid": "sysimport:crosswalk:entityregistry", "classname": "sysimport:crosswalk:entityregistry", "schemename": "dnet:provenance_actions', "schemeid": "dnet:provenance_actions'}, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": "0.9'}, "datauploadtype": {"dataInfo": {"deletedbyinference": false, "provenanceaction": {"classid": "", "classname": "", "schemename": "", "schemeid": ""}, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "accessinfopackage": [{"dataInfo": {"deletedbyinference": false, "provenanceaction": {"classid": "", "classname": "", "schemename": "", "schemeid": ""}, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "https://dspace-cris.4science.cloud/oai/openairecris'}], "pid": [], "websiteurl": {"dataInfo": {"deletedbyinference": false, "provenanceaction": {"classid": "", "classname": "", "schemename": "", "schemeid": ""}, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "https://www.4science.it'}, "dateofvalidation": {"dataInfo": {"deletedbyinference": false, "provenanceaction": {"classid": "", "classname": "", "schemename": "", "schemeid": ""}, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "logourl": {"dataInfo": {"deletedbyinference": false, "provenanceaction": {"classid": "", "classname": "", "schemename": "", "schemeid": ""}, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "collectedfrom": [{"dataInfo": {"deletedbyinference": false, "provenanceaction": {"classid": "", "classname": "", "schemename": "", "schemeid": ""}, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "", "key": ""}], "qualitymanagementkind": {"dataInfo": {"deletedbyinference": false, "provenanceaction": {"classid": "", 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diff --git a/dhp-workflows/dhp-dedup-openaire/src/test/resources/eu/dnetlib/dhp/dedup/entities/organization b/dhp-workflows/dhp-dedup-openaire/src/test/resources/eu/dnetlib/dhp/dedup/entities/organization
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diff --git a/dhp-workflows/dhp-dedup-openaire/src/test/resources/eu/dnetlib/dhp/dedup/entities/otherresearchproduct b/dhp-workflows/dhp-dedup-openaire/src/test/resources/eu/dnetlib/dhp/dedup/entities/otherresearchproduct
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diff --git a/dhp-workflows/dhp-dedup-openaire/src/test/resources/eu/dnetlib/dhp/dedup/entities/project b/dhp-workflows/dhp-dedup-openaire/src/test/resources/eu/dnetlib/dhp/dedup/entities/project
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diff --git a/dhp-workflows/dhp-dedup-openaire/src/test/resources/eu/dnetlib/dhp/dedup/entities/publication b/dhp-workflows/dhp-dedup-openaire/src/test/resources/eu/dnetlib/dhp/dedup/entities/publication
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In this paper, the relations between the mobilisation and use of internal and external resources in innovation processes, and the innovative performance of firms, are explored empirically, using an adapted version of H\\xe5kansson's (1987) economic network model. The main research question was: to what extent do network variables contribute to the innovative performance of firms? To answer this question, we assessed the explanatory power of economic network theory within the empirical study of innovation. Firms were found to engage in various configurations of internal and external resource bases, enabling them to innovate with better results. The relations in the estimated models are strongly influenced by moderating variables such as sector, and type and level of innovations produced. Our main conclusion is that models that include both internal and external resources explain the innovative performance better than models in which only internal resources are used."}], "format": [], "journal": {"issnPrinted": "0040-747X", "conferencedate": "", "vol": "89", "conferenceplace": "", "name": "Tijdschrift voor Economische en Sociale Geografie = Journal of Economic and Social Geography", "iss": "3", "sp": "298", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "", "ep": "309", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "1998-01-01"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "language": {"classid": "en", "classname": "en", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "CLOSED", "classname": "Closed Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["10.1111/1467-9663.00029", "0032417647", "urn:nbn:nl:ui:25-96aeb621-c05c-4fec-87f0-af197fb62b3a", "https://www.narcis.nl/publication/RecordID/oai%3Apure.tue.nl%3Apublications%2F96aeb621-c05c-4fec-87f0-af197fb62b3a", "tue:oai:pure.tue.nl:publications/96aeb621-c05c-4fec-87f0-af197fb62b3a"], "source": [], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "Do networks matter for innovation? : the usefulness of the economic network approach in analyzing innovation"}]}
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The decays of entangled neutral B mesons into definite flavor states (B-0 or (B) over bar (0)), and J/psi K-L(0) or c (c) over barK(S)(0) final states (referred to as B+ or B-), allow comparisons between the probabilities of four pairs of T-conjugated transitions, for example, (B) over bar (0) -> B- and B- -> (B) over bar (0), as a function of the time difference between the two B decays. Using 468 X 10(6) B (B) over bar pairs produced in Y(4S) decays collected by the BABAR detector at SLAC, we measure T-violating parameters in the time evolution of neutral B mesons, yielding Delta S-T(+) = -137 +/- 0.14(stat) +/- 0.06(syst) and Delta S-T(-) = 1.17 +/- 0.18(stat) +/- 0.11(syst). These nonzero results represent the first direct observation of T violation through the exchange of initial and final states in transitions that can only be connected by a T-symmetry transformation."}], "format": [], "journal": {"issnPrinted": "0031-9007", "conferencedate": "", "vol": "109", "conferenceplace": "", "name": "Physical Review Letters", "iss": "21", "sp": "", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "", "ep": "", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2012-01-01"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "language": {"classid": "en", "classname": "en", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["1871/40527", "urn:nbn:nl:ui:31-1871/40527", "10.1103/physrevlett.109.211801", "84870225667", "vu:oai:research.vu.nl:publications/71d186c0-a13e-477d-93d9-042792d3f60d", "https://www.narcis.nl/publication/RecordID/oai%3Aresearch.vu.nl%3Apublications%2F71d186c0-a13e-477d-93d9-042792d3f60d"], "source": [], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "Observation of Time-Reversal Violation in the B-0 Meson System"}]}
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Animal Breeding & Genomics"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "keyword", "classname": "keyword", "schemeid": "dnet:subject_classification_typologies", "schemename": "dnet:subject_classification_typologies"}, "value": "Animal Breeding and Genetics"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "keyword", "classname": "keyword", "schemeid": "dnet:subject_classification_typologies", "schemename": "dnet:subject_classification_typologies"}, "value": "Animal Breeding & Genomics"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "keyword", "classname": "keyword", "schemeid": "dnet:subject_classification_typologies", "schemename": "dnet:subject_classification_typologies"}, "value": "WIAS"}], "embargoenddate": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "lastupdatetimestamp": 0, "author": [{"surname": "Calus", "name": "Mario P. L.", "pid": [], "rank": 1, "affiliation": [], "fullname": "Calus, Mario P.L."}, {"surname": "Bouwman", "name": "Aniek C.", "pid": [], "rank": 2, "affiliation": [], "fullname": "Bouwman, Aniek C."}, {"surname": "Schrooten", "name": "Chris", "pid": [], "rank": 3, "affiliation": [], "fullname": "Schrooten, Chris"}, {"surname": "Veerkamp", "name": "Roel F.", "pid": [], "rank": 4, "affiliation": [], "fullname": "Veerkamp, Roel F."}], "instance": [{"refereed": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "hostedby": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "key": "10|openaire____::c6df70599aa984f16ee52b4b86d2e89f", "value": "DANS (Data Archiving and Networked Services)"}, "accessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "license": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "url": ["https://www.narcis.nl/publication/RecordID/oai%3Alibrary.wur.nl%3Awurpubs%2F506654"], "distributionlocation": "", "processingchargecurrency": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2016-01-01"}, "collectedfrom": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "key": "10|openaire____::c6df70599aa984f16ee52b4b86d2e89f", "value": "DANS (Data Archiving and Networked Services)"}, "processingchargeamount": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "instancetype": {"classid": "0001", "classname": "Article", "schemeid": "dnet:dataCite_resource", "schemename": "dnet:dataCite_resource"}}], "dateofcollection": "2020-03-14T12:10:13.615Z", "fulltext": [], "dateoftransformation": "2020-03-14T14:24:58.074Z", "description": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "<p>Background: Use of whole-genome sequence data is expected to increase persistency of genomic prediction across generations and breeds but affects model performance and requires increased computing time. In this study, we investigated whether the split-and-merge Bayesian stochastic search variable selection (BSSVS) model could overcome these issues. BSSVS is performed first on subsets of sequence-based variants and then on a merged dataset containing variants selected in the first step. Results: We used a dataset that included 4,154,064 variants after editing and de-regressed proofs for 3415 reference and 2138 validation bulls for somatic cell score, protein yield and interval first to last insemination. In the first step, BSSVS was performed on 106 subsets each containing ~39,189 variants. In the second step, 1060 up to 472,492 variants, selected from the first step, were included to estimate the accuracy of genomic prediction. Accuracies were at best equal to those achieved with the commonly used Bovine 50k-SNP chip, although the number of variants within a few well-known quantitative trait loci regions was considerably enriched. When variant selection and the final genomic prediction were performed on the same data, predictions were biased. Predictions computed as the average of the predictions computed for each subset achieved the highest accuracies, i.e. 0.5 to 1.1 % higher than the accuracies obtained with the 50k-SNP chip, and yielded the least biased predictions. Finally, the accuracy of genomic predictions obtained when all sequence-based variants were included was similar or up to 1.4 % lower compared to that based on the average predictions across the subsets. By applying parallelization, the split-and-merge procedure was completed in 5 days, while the standard analysis including all sequence-based variants took more than three months. Conclusions: The split-and-merge approach splits one large computational task into many much smaller ones, which allows the use of parallel processing and thus efficient genomic prediction based on whole-genome sequence data. The split-and-merge approach did not improve prediction accuracy, probably because we used data on a single breed for which relationships between individuals were high. Nevertheless, the split-and-merge approach may have potential for applications on data from multiple breeds.</p>"}], "format": [], "journal": {"issnPrinted": "0999-193X", "conferencedate": "", "vol": "48", "conferenceplace": "", "name": "Genetics, Selection, Evolution", "iss": "1", "sp": "", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "", "ep": "", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2016-01-01"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "language": {"classid": "en", "classname": "en", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["urn:nbn:nl:ui:32-506654", "https://www.narcis.nl/publication/RecordID/oai%3Alibrary.wur.nl%3Awurpubs%2F506654", "wur:oai:library.wur.nl:wurpubs/506654"], "source": [], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "Efficient genomic prediction based on whole-genome sequence data using split-and-merge Bayesian variable selection"}]}
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Here, we synthesized a new series of piperazine-containing benzothiazinones (PBTZ) and show that, like BTZ043, the preclinical candidate PBTZ169 binds covalently to DprE1. The crystal structure of the DprE1-PBTZ169 complex reveals formation of a semimercaptal adduct with Cys387 in the active site and explains the irreversible inactivation of the enzyme. Compared to BTZ043, PBTZ169 has improved potency, safety and efficacy in zebrafish and mouse models of tuberculosis (TB). When combined with other TB drugs, PBTZ169 showed additive activity against M. tuberculosis in vitro except with bedaquiline (BDQ) where synergy was observed. A new regimen comprising PBTZ169, BDQ and pyrazinamide was found to be more efficacious than the standard three drug treatment in a murine model of chronic disease. 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The increase of private health care plans and the implementation of the \"Smiling Brazil\" Program, the largest public oral health care program in the world, could have influenced this increase in access. However, we do not yet know if inequalities in the use of dental health services persist after the improvement in access. The aims of this study are to analyze socioeconomic differences for dental health service use between 2003 and 2008 in S\\xe3o Paulo and to examine changes in these associations since the implementation of the Smiling Brazil program in 2003.  \\n__Method:__ Data was obtained via two household health surveys (ISA-Capital 2003 and ISA-Capital 2008) which investigated living conditions, lifestyle, health status and use of health care services. Logistic regression was used to analyze associations between socioeconomic factors and dental services use. Additionally, trends from 2003 to 2008 regarding socioeconomic characteristics and dental health service use"}], "format": [], "journal": {"issnPrinted": "", "conferencedate": "", "vol": "", "conferenceplace": "", "name": "", "iss": "", "sp": "", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "", "ep": "", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2016-12-07"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "language": {"classid": "en", "classname": "en", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["https://www.narcis.nl/publication/RecordID/oai%3Arepub.eur.nl%3A94722", "urn:NBN:nl:ui:15-1765/94722", "10.1186/s12913-016-1928-y", "http://repub.eur.nl/pub/94722/REPUB_94722_OA.pdf", "1765/94722", "eur:oai:repub.eur.nl:94722"], "source": [], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "Socioeconomic inequalities in dental health services in Sao Paulo, Brazil, 2003-2008"}]}
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A large variety of studies suggest that biofilm formation by NTHi may be an important step in the pathogenesis of this bacterium. However, the underlying mechanisms involved in this process are poorly elucidated. In this study, we used a transposon mutant library to identify bacterial genes involved in biofilm formation. The growth and biofilm formation of 4,172 transposon mutants were determined, and the involvement of the identified genes in biofilm formation was validated in in vitro experiments. Here, we present experimental data showing that increased bacterial lysis, through interference with peptidoglycan synthesis, results in elevated levels of extracellular DNA, which increased biofilm formation. Interestingly, similar results were obtained with subinhibitory concentrations of beta-lactam antibiotics, known to interfere with peptidoglycan synthesis, but such an effect does not appear with other classes of antibiotics. These results indicate that treatment with beta-lactam antibiotics, especially for beta-lactam-resistant NTHi isolates, might increase resistance to antibiotics by increasing biofilm formation. IMPORTANCE Most, if not all, bacteria form a biofilm, a multicellular structure that protects them from antimicrobial actions of the host immune system and affords resistance to antibiotics. The latter is especially disturbing with the increase in multiresistant bacterial clones worldwide. Bacterial biofilm formation is a multistep process that starts with surface adhesion, after which attached bacteria divide and give rise to biomass. The actual steps required for Haemophilus influenzae biofilm formation are largely not known. We show that interference with peptidoglycan biosynthesis increases biofilm formation because of the release of bacterial genomic DNA. Subinhibitory concentrations of beta-lactam antibiotics, which are often prescribed to treat H. influenzae infections, increase biofilm formation through a similar mechanism. Therefore, when beta-lactam antibiotics do not reach their MIC in vivo, they might not only drive selection for beta-lactam-resistant clones but also increase biofilm formation and resistance to other antimicrobial compounds."}], "format": [], "journal": {"issnPrinted": "2379-5042", "conferencedate": "", "vol": "2", "conferenceplace": "", "name": "Msphere", "iss": "", "sp": "", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "", "ep": "", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2017-01-01"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "language": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["https://www.narcis.nl/publication/RecordID/oai%3Arepository.ubn.ru.nl%3A2066%2F170112", "2066/170112", "10.1128/msphere.00329-16", "ru:oai:repository.ubn.ru.nl:2066/170112", "urn:nbn:nl:ui:22-2066/170112"], "source": [], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "Bacterial Lysis through Interference with Peptidoglycan Synthesis Increases Biofilm Formation by Nontypeable Haemophilus influenzae"}]}
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In this study we not only aim to investigate if children's advertising exposure indeed affects their materialism, but also how it affects their materialism (i.e., by studying the mediating effects of advertised product desire and perceived reality of advertising). The study investigates 8- to 11-year-olds, because these children are in the midst of consumer development. Unlike previous studies, it focuses on the longitudinal rather than the cross-sectional relations. A sample of 466 children (ages 8-11 years; 55% girls) participated in a two-wave online survey with a one-year interval. We asked children questions about advertising and material possessions. We used structural equation modeling to study the relationship between these variables. Results indicated that children's advertising exposure increases materialism. 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In this study we not only aim to investigate if children's advertising exposure indeed affects their materialism, but also how it affects their materialism (i.e., by studying the mediating effects of advertised product desire and perceived reality of advertising). The study investigates 8- to 11-year-olds, because these children are in the midst of consumer development. Unlike previous studies, it focuses on the longitudinal rather than the cross-sectional relations. A sample of 466 children (ages 8-11 years; 55% girls) participated in a two-wave online survey with a one-year interval. We asked children questions about advertising and material possessions. We used structural equation modeling to study the relationship between these variables. Results indicated that children's advertising exposure increases materialism. 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"value": "In this paper, we present the results from a high horizontal\\nresolution numerical simulation of the northwestern Mediterranean\\nusing a z-level, non-hydrostatic, primitive equation ocean model\\n(DieCAST). 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Warmer\\nand relatively arid conditions prevailed during the Medieval Climate Anomaly\\n(MCA, ca. 900\\u20131300 AD), with a significant development of xerophytes and\\nMediterranean vegetation and limited deciduous tree formations (mesophytes).\\nThe Little Ice Age (LIA, 1300\\u20131800 AD) was generally colder and moister,\\nwith an expansion of deciduous taxa and cold-adapted montane conifers. Two\\nmajor phases occurred within this period: (i) a transition MCA\\u2013LIA,\\ncharacterized by fluctuating, moist conditions and relatively cold\\ntemperatures (ca. 1300 and 1600 AD); and (ii) a second period, characterized\\nby the coldest and most humid conditions, coinciding with maximum (recent)\\nglacier advances (ca. 1600\\u20131800 AD). Glaciers retreated after the LIA when\\nwarmer and more arid conditions dominated, interrupted by a short-living\\ncooling episode during the late 19th to early 20th centuries. 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"schemeid": "dnet:publication_resource", "schemename": "dnet:publication_resource"}}], "dateofcollection": "2020-03-03T13:18:28.072Z", "fulltext": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "https://researchonline.lshtm.ac.uk/id/eprint/11161/1/Buprenorphine%20maintenance%20versus%20placebo%20or%20methadone%20maintenance%20for%20opioid%20dependence_GREEN%20VoR.pdf"}], "dateoftransformation": "2020-03-05T20:28:44.964Z", "description": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value":"BACKGROUND: Buprenorphine has recently been reported to be an alternative to methadone and LAAM for maintenance treatment of opioid dependent individuals, differing results are reported concerning its relative effectiveness indicating the need for an integrative review. OBJECTIVES: To evaluate the effects of buprenorphine maintenance against placebo and methadone maintenance in retaining patients in treatment and in suppressing illicit drug use. SEARCH STRATEGY: We searched the following databases up to 2001, inclusive: Cochrane Drugs and Alcohol Review Group Register, the Cochrane Controlled Trials Register, MEDLINE, EMBASE, Current Contents, Psychlit, CORK [www. state.vt.su/adap/cork], Alcohol and Drug Council of Australia (ADCA) [www.adca.org.au], Australian Drug Foundation (ADF -VIC) [www.adf.org.au], Centre for Education and Information on Drugs and Alcohol (CEIDA) [www.ceida.net.au], Australian Bibliographic Network (ABN), and Library of Congress databases, available NIDA monographs and the College on Problems of Drug Dependence Inc. proceedings, the reference lists of all identified studies and published reviews and authors of identified RCT's were asked about any other published or unpublished relevant RCT. SELECTION CRITERIA: Randomised clinical trials of buprenorphine maintenance compared with either placebo or methadone maintenance for opioid dependence. DATA COLLECTION AND ANALYSIS: Reviewers evaluated the papers separately and independently, rating methodological quality of concealment of allocation; data were extracted independently for meta-analysis and double-entered. MAIN RESULTS: Thirteen studies met the inclusion criteria, all were randomised clinical trials, all but one were double-blind. The method of concealment of allocation was not clearly described in 11 of the studies, otherwise methodological quality was good. Buprenorphine given in flexible doses appeared statistically significantly less effective than methadone in retaining patient in treatment (RR= 0.82; 95% CI: 0.69-0.96). Low dose buprenorphine is not superior to low dose methadone. High dose buprenorphine does not retain more patients than low dose methadone, but may suppress heroin use better. There was no advantage for high dose buprenorphine over high dose methadone in retention (RR=0.79; 95% CI:0.62-1.01), and high dose buprenorphine was inferior in suppression of heroin use. Buprenorphine was statistically significantly superior to placebo medication in retention of patients in treatment at low doses (RR=1.24; 95% CI: 1.06-1.45), high doses (RR=1.21; 95% CI: 1.02-1.44), and very high doses (RR=1.52; 95% CI: 1.23-1.88). However, only high and very high dose buprenorphine suppressed heroin use significantly above placebo. 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Here, we tested whether deletion of PARP-2, an alternative NAD+-consuming enzyme, impacts on NAD+ bioavailability and SIRT1 activity. Our results indicate that PARP-2 deficiency increases SIRT1 activity in cultured myotubes. However, this increase was not due to changes in NAD+ levels, but to an increase in SIRT1 expression, as PARP-2 acts as a direct negative regulator of the SIRT1 promoter. PARP-2 deletion in mice increases SIRT1 levels, promotes energy expenditure, and increases mitochondrial content. Furthermore, PARP-2\\u2212/\\u2212 mice were protected against diet-induced obesity. Despite being insulin sensitized, PARP-2\\u2212/\\u2212 mice were glucose intolerant due to a defective pancreatic function. Hence, while inhibition of PARP activity promotes oxidative metabolism through SIRT1 activation, the use of PARP inhibitors for metabolic purposes will require further understanding of the specific functions of different PARP family members."}], "format": [], "journal": {"issnPrinted": "15504131", "conferencedate": "", "vol": "", "conferenceplace": "", "name": "Cell Metabolism", "iss": "4", "sp": "450", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "", "ep": "460", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Elsevier Inc."}, "language": {"classid": "eng", "classname": "English", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["https://dev-openaire.d4science.org/RS/Elsevier/data/elsevier/pdf/df2/aHR0cDovL2FwaS5lbHNldmllci5jb20vY29udGVudC9hcnRpY2xlL3BpaS9zMTU1MDQxMzExMTAwMTAwOA%253D%253D.pdf"], "source": [], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "PARP-2 Regulates SIRT1 Expression and Whole-Body Energy Expenditure"}]}
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{"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "key": "10|opendoar____::269d837afada308dd4aeab28ca2d57e4", "value": "LSHTM Research Online"}, "accessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "license": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "url": ["https://researchonline.lshtm.ac.uk/id/eprint/11158/1/Buprenorphine%20maintenance%20versus%20placebo%20or%20methadone%20maintenance%20for%20opioid%20dependence_GREEN%20VoR.pdf"], "distributionlocation": "", "processingchargecurrency": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2003-01-01"}, "collectedfrom": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "key": "10|openaire____::437f4b072b1aa198adcbc35910ff3b98", "value": "CORE"}, "processingchargeamount": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "instancetype": {"classid": "0001", "classname": "Article", "schemeid": "dnet:publication_resource", "schemename": "dnet:publication_resource"}}], "dateofcollection": "2020-03-03T13:18:28.071Z", "fulltext": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "https://researchonline.lshtm.ac.uk/id/eprint/11158/1/Buprenorphine%20maintenance%20versus%20placebo%20or%20methadone%20maintenance%20for%20opioid%20dependence_GREEN%20VoR.pdf"}], "dateoftransformation": "2020-03-05T21:34:18.96Z", "description": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value":"BACKGROUND: Buprenorphine has recently been reported to be an alternative to methadone and LAAM for maintenance treatment of opioid dependent individuals, differing results are reported concerning its relative effectiveness indicating the need for an integrative review. OBJECTIVES: To evaluate the effects of buprenorphine maintenance against placebo and methadone maintenance in retaining patients in treatment and in suppressing illicit drug use. SEARCH STRATEGY: We searched the following databases up to 2001, inclusive: Cochrane Drugs and Alcohol Review Group Register, the Cochrane Controlled Trials Register, MEDLINE, EMBASE, Current Contents, Psychlit, CORK [www. state.vt.su/adap/cork], Alcohol and Drug Council of Australia (ADCA) [www.adca.org.au], Australian Drug Foundation (ADF -VIC) [www.adf.org.au], Centre for Education and Information on Drugs and Alcohol (CEIDA) [www.ceida.net.au], Australian Bibliographic Network (ABN), and Library of Congress databases, available NIDA monographs and the College on Problems of Drug Dependence Inc. proceedings, the reference lists of all identified studies and published reviews and authors of identified RCT's were asked about any other published or unpublished relevant RCT. SELECTION CRITERIA: Randomised clinical trials of buprenorphine maintenance compared with either placebo or methadone maintenance for opioid dependence. DATA COLLECTION AND ANALYSIS: Reviewers evaluated the papers separately and independently, rating methodological quality of concealment of allocation; data were extracted independently for meta-analysis and double-entered. MAIN RESULTS: Thirteen studies met the inclusion criteria, all were randomised clinical trials, all but one were double-blind. The method of concealment of allocation was not clearly described in 11 of the studies, otherwise methodological quality was good. Buprenorphine given in flexible doses appeared statistically significantly less effective than methadone in retaining patient in treatment (RR= 0.82; 95% CI: 0.69-0.96). Low dose buprenorphine is not superior to low dose methadone. High dose buprenorphine does not retain more patients than low dose methadone, but may suppress heroin use better. There was no advantage for high dose buprenorphine over high dose methadone in retention (RR=0.79; 95% CI:0.62-1.01), and high dose buprenorphine was inferior in suppression of heroin use. Buprenorphine was statistically significantly superior to placebo medication in retention of patients in treatment at low doses (RR=1.24; 95% CI: 1.06-1.45), high doses (RR=1.21; 95% CI: 1.02-1.44), and very high doses (RR=1.52; 95% CI: 1.23-1.88). However, only high and very high dose buprenorphine suppressed heroin use significantly above placebo. REVIEWER'S CONCLUSIONS: Buprenorphine is an effective intervention for use in the maintenance treatment of heroin dependence, but it is not more effective than methadone at adequate dosages."}], "format": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "application/pdf"}], "journal": {"issnPrinted": "", "conferencedate": "", "vol": "", "conferenceplace": "", "name": "", "iss": "", "sp": "", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "", "ep": "", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2003-01-01"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Cochrane Collaboration"}, "language": {"classid": "eng", "classname": "English", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["oai:researchonline.lshtm.ac.uk:11158"], "source": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "1469-493X"}], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "Buprenorphine maintenance versus placebo or methadone maintenance for opioid dependence."}]}
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The resulting QDs have been successfully used to probe multivalent interactions of HIV/Ebola receptors DC-SIGN and DC-SIGNR (collectively termed as DC-SIGN/R) using a sensitive, ratiometric F\\xf6rster resonance energy transfer (FRET) assay. The QD probes specifically bind DC-SIGN, but not its closely related receptor DC-SIGNR, which is further confirmed by its specific blocking of DC-SIGN engagement with the Ebola virus glycoprotein. Tuning the QD surface mannose valency reveals that DC-SIGN binds more efficiently to densely packed mannosides. A FRET-based thermodynamic study reveals that the binding is enthalpy-driven. 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"schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "collectedfrom": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "key": "10|openaire____::437f4b072b1aa198adcbc35910ff3b98", "value": "CORE"}, "processingchargeamount": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "instancetype": {"classid": "0001", "classname": "Article", "schemeid": "dnet:publication_resource", "schemename": "dnet:publication_resource"}}], "dateofcollection": "2018-11-09T09:48:56.28Z", "fulltext": [], "dateoftransformation": "2020-02-27T19:44:40.709Z", "description": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "AbstractMacrocyclic lactones (ML) are important anthelmintics used in animals and humans against parasite nematodes, but their therapeutic success is compromised by the spread of ML resistance. Some ABC transporters, such as p-glycoproteins (Pgps), are selected and overexpressed in ML-resistant nematodes, supporting a role for some drug efflux proteins in ML resistance. However, the role of such proteins in ML transport remains to be clarified at the molecular level. Recently, Caenorhabditis elegans Pgp-1 (Cel-Pgp-1) has been crystallized, and its drug-modulated ATPase function characterized in\\xa0vitro revealed Cel-Pgp-1 as a multidrug transporter. Using this crystal structure, we have developed an in silico drug docking model in order to study the binding of ML and other anthelmintic drugs to Cel-Pgp-1. All tested ML bound with high affinity in a unique site, within the inner chamber of the protein, supporting that ML may be transported by Cel-Pgp-1. Interestingly, interacting residues delineate a ML specific fingerprint involving H-bonds, including T1028. In particular, benzofurane and spiroketal moieties bound to specific sub-sites. When compared with the aglycone ML, such as moxidectin and ivermectin aglycone, avermectin anthelmintics have significant higher affinity for Cel-Pgp-1, likely due to the sugar substituent(s) that bind to a specific area involving H-bonds at Y771. Triclabendazole, closantel and emodepside bound with good affinities to different sub-sites in the inner chamber, partially overlapping with the ML binding site, suggesting that they could compete for Cel-Pgp-1-mediated ML transport. In conclusion, this work provides novel information on the role of nematode Pgps in transporting anthelmintics, and a valuable tool to predict drug-drug interactions and to rationally design new competitive inhibitors of clinically-relevant nematode Pgps, to improve anthelmintic therapeutics."}], "format": [], "journal": {"issnPrinted": "22113207", "conferencedate": "", "vol": "", "conferenceplace": "", "name": "International Journal for Parasitology: Drugs and Drug Resistance", "iss": "3", "sp": "299", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "", "ep": "313", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Published by Elsevier Ltd on behalf of Australian Society for Parasitology."}, "language": {"classid": "eng", "classname": "English", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["https://dev-openaire.d4science.org/RS/Elsevier/data/elsevier/pdf/086/aHR0cDovL2FwaS5lbHNldmllci5jb20vY29udGVudC9hcnRpY2xlL3BpaS9zMjIxMTMyMDcxNjMwMDMyeA%253D%253D.pdf"], "source": [], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "In silico analysis of the binding of anthelmintics to Caenorhabditis elegans P-glycoprotein 1"}]}
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Published by Elsevier Inc."}, "language": {"classid": "eng", "classname": "English", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["https://dev-openaire.d4science.org/RS/Elsevier/data/elsevier/pdf/9f8/aHR0cDovL2FwaS5lbHNldmllci5jb20vY29udGVudC9hcnRpY2xlL3BpaS9zMDAwMjkyOTcxMTAwMzA3Nw%253D%253D.pdf"], "source": [], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "Mutations in PRDM5 in Brittle Cornea Syndrome Identify a Pathway Regulating Extracellular Matrix Development and Maintenance"}]}
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corneal fragility and thinning, which have a high risk of catastrophic spontaneous rupture, are the cardinal features of brittle cornea syndrome (BCS), an autosomal-recessive generalized connective tissue disorder. Enucleation is frequently the only management option for this condition, resulting in blindness and psychosocial distress. Even when the cornea remains grossly intact, visual function could also be impaired by a high degree of myopia and keratoconus. Deafness is another common feature and results in combined sensory deprivation. Using autozygosity mapping, we identified mutations in PRDM5 in families with BCS. We demonstrate that regulation of expression of extracellular matrix components, particularly fibrillar collagens, by PRDM5 is a key molecular mechanism that underlies corneal fragility in BCS and controls normal corneal development and maintenance. ZNF469, encoding a zinc finger protein of hitherto undefined function, has been identified as a quantitative trait locus for central corneal thickness, and mutations in this gene have been demonstrated in Tunisian Jewish and Palestinian kindreds with BCS. 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The resulting QDs have been successfully used to probe multivalent interactions of HIV/Ebola receptors DC-SIGN and DC-SIGNR (collectively termed as DC-SIGN/R) via a sensitive, ratiometric F\\xf6rster resonance energy transfer (FRET) assay. The QD probes specifically bind DC-SIGN, but not its closely related receptor DC-SIGNR, which is further confirmed by its specific blocking of DC-SIGN engagement with the Ebola virus glycoprotein. Tuning the QD surface mannose valency reveals that DC-SIGN binds more efficiently to densely packed mannosides and a FRET-based thermodynamic study reveals the binding is enthalpy driven. 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results are reported concerning its relative effectiveness indicating the need for an integrative review. OBJECTIVES: To evaluate the effects of buprenorphine maintenance against placebo and methadone maintenance in retaining patients in treatment and in suppressing illicit drug use. SEARCH STRATEGY: We searched the following databases up to 2001, inclusive: Cochrane Drugs and Alcohol Review Group Register, the Cochrane Controlled Trials Register, MEDLINE, EMBASE, Current Contents, Psychlit, CORK [www. state.vt.su/adap/cork], Alcohol and Drug Council of Australia (ADCA) [www.adca.org.au], Australian Drug Foundation (ADF -VIC) [www.adf.org.au], Centre for Education and Information on Drugs and Alcohol (CEIDA) [www.ceida.net.au], Australian Bibliographic Network (ABN), and Library of Congress databases, available NIDA monographs and the College on Problems of Drug Dependence Inc. proceedings, the reference lists of all identified studies and published reviews and authors of identified RCT's were asked about any other published or unpublished relevant RCT. SELECTION CRITERIA: Randomised clinical trials of buprenorphine maintenance compared with either placebo or methadone maintenance for opioid dependence. DATA COLLECTION AND ANALYSIS: Reviewers evaluated the papers separately and independently, rating methodological quality of concealment of allocation; data were extracted independently for meta-analysis and double-entered. MAIN RESULTS: Thirteen studies met the inclusion criteria, all were randomised clinical trials, all but one were double-blind. The method of concealment of allocation was not clearly described in 11 of the studies, otherwise methodological quality was good. Buprenorphine given in flexible doses appeared statistically significantly less effective than methadone in retaining patient in treatment (RR= 0.82; 95% CI: 0.69-0.96). Low dose buprenorphine is not superior to low dose methadone. High dose buprenorphine does not retain more patients than low dose methadone, but may suppress heroin use better. There was no advantage for high dose buprenorphine over high dose methadone in retention (RR=0.79; 95% CI:0.62-1.01), and high dose buprenorphine was inferior in suppression of heroin use. Buprenorphine was statistically significantly superior to placebo medication in retention of patients in treatment at low doses (RR=1.24; 95% CI: 1.06-1.45), high doses (RR=1.21; 95% CI: 1.02-1.44), and very high doses (RR=1.52; 95% CI: 1.23-1.88). However, only high and very high dose buprenorphine suppressed heroin use significantly above placebo. REVIEWER'S CONCLUSIONS: Buprenorphine is an effective intervention for use in the maintenance treatment of heroin dependence, but it is not more effective than methadone at adequate dosages."}], "format": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "application/pdf"}], "journal": {"issnPrinted": "", "conferencedate": "", "vol": "", "conferenceplace": "", "name": "", "iss": "", "sp": "", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "", "ep": "", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2002-01-01"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Cochrane Collaboration"}, "language": {"classid": "eng", "classname": "English", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["oai:researchonline.lshtm.ac.uk:39465"], "source": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "1469-493X"}], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "Buprenorphine maintenance versus placebo or methadone maintenance for opioid dependence."}]}
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They are usually maintained with 10% fetal bovine serum (FBS) in vitro. Modified platelet-rich plasma (mPRP) would be a safe alternative to 10% FBS during SHEDs culture. Therefore, our study aimed to compare the proliferation and differentiation of SHEDs cultured in mPRP and FBS medium to explore an optimal concentration of mPRP for SHEDs maintenance. Platelets were harvested by automatic blood cell analyzer and activated by repeated liquid nitrogen freezing and thawing. The platelet-related cytokines were examined and analyzed by ELISA. SHEDs were extracted and cultured with different concentrations of mPRP or 10% FBS medium. Alkaline phosphatase (ALP) activity was measured. Mineralization factors, RUNX2 and OCN, were measured by real-time PCR. SHEDs were characterized with mesenchymal stem cells (MSCs) markers including vimentin, CD44, and CD105. mPRP at different concentrations (2, 5, 10, and 20%) enhanced the growth of SHEDs. Moreover, mPRP significantly stimulated ALP activity and promoted expression of RUNX2 and OCN compared with 10% FBS. mPRP could efficiently facilitate proliferation and differentiation of SHEDs, and 2% mPRP would be an optimal substitute for 10% FBS during SHEDs expansion and differentiation in clinical scale manufacturing."}], "format": [], "journal": {"issnPrinted": "1414-431X", "conferencedate": "", "vol": "", "conferenceplace": "", "name": "Brazilian Journal of Medical and Biological Research", "iss": "", "sp": "", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "", "ep": "", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2016-01-01"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Associa\\xe7\\xe3o Brasileira de Divulga\\xe7\\xe3o Cient\\xedfica"}, "language": {"classid": "eng", "classname": "English", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["oai:doaj.org/article:54d36eeb31924363bab8cc20f09cd057"], "source": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Brazilian Journal of Medical and Biological Research, Vol 49, Iss 10 (2016)"}], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "Investigation of modified platelet-rich plasma (mPRP) in promoting the proliferation and differentiation of dental pulp stem cells from deciduous teeth"}]}
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The performance of both methods was analyzed based on two datasets: 1) a complete site x species matrix compiled from two studies in different land uses in the Amazon using direct analysis of field samples and trap cultures. 2) Total number of AMF morphotypes detected by both methods in published manuscripts across several ecosystems. From dataset 1, direct analysis of field samples revealed 57 morphotypes, whereas only 21 of these were detected by trap culture. Community variation (beta diversity) analysis revealed that field samples are far more sensitive in detecting shifts in AMF community composition among land uses than trap cultures in the Amazon region, with the combined results of both methods being not better than that obtained only by direct analysis of field samples. Analysis of dataset 2 showed that the relative performance of trap cultures, using direct analysis of field sample as reference, was inversely related to the total observed AMF species richness."}], "format": [], "journal": {"issnPrinted": "1678-2690", "conferencedate": "", "vol": "", "conferenceplace": "", "name": "Anais da Academia Brasileira de Ci\\xeancias", "iss": "", "sp": "", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "", "ep": "", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Academia Brasileira de Ci\\xeancias"}, "language": {"classid": "eng", "classname": "English", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["oai:doaj.org/article:4e69294abc8845c189df961448ef9cbe"], "source": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Anais da Academia Brasileira de Ci\\xeancias, Iss 0"}], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "Assessment of the occurrence and richness of arbuscular mycorrhizal fungal spores by direct analysis of field samples and trap culture - a comparative study"}]}
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"inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2018-05-01"}, "collectedfrom": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "key": "10|driver______::bee53aa31dc2cbb538c10c2b65fa5824", "value": "DOAJ-Articles"}, "processingchargeamount": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "instancetype": {"classid": "0001", "classname": "Article", "schemeid": "dnet:publication_resource", "schemename": "dnet:publication_resource"}}], "dateofcollection": "2020-03-15T08:56:22.261Z", "fulltext": [], "dateoftransformation": "2020-03-15T12:41:38.508Z", "description": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Abstract  Objective This study analyzed the maintenance of lateral incisors in the dental rehabilitation of individuals with cleft lip and palate.  Material and Methods The study was conducted on a tertiary craniofacial center and comprised retrospective analysis of panoramic and periapical radiographs of Caucasoid individuals with non-syndromic complete unilateral cleft lip and palate, analyzing all radiographs available on the records of each individual, from the first to the last up to 12 years of age. Overall, 2,826 records were reviewed to achieve a sample of 1,000 individuals. Among these, 487 individuals presented the permanent lateral incisors on both cleft and non-cleft sides, which were included in this study.  Results The results were evaluated in percentages and by descriptive statistics. The association between maintenance of the lateral incisor and timing of alveolar bone graft were analyzed by the t test. Among the 487 individuals, 265 had not completed treatment, 62 presented insufficient information, and 44 concluded the treatment elsewhere. Among the remaining 116 individuals, the lateral incisor was extracted from 88 (75.86%) of them on the cleft side (CS) and from 23 (19.83%) people on the non-cleft side (NCS). The age at accomplishment of alveolar bone graft was significantly associated with maintenance of the lateral incisor on the cleft side (p<0.01). Most extractions were indicated because of the inadequate positioning on the CS and for midline correction on the NCS. Rehabilitation was primarily completed by orthodontic movement (53 individuals on the CS and 13 individuals on the NCS).  Conclusion In conclusion, the lateral incisor on the cleft side was not maintained in most individuals. Positive relationship was observed between extraction of the lateral incisor and age at accomplishment of the alveolar bone graft, suggesting the need to anticipate the initial radiographic evaluation to enhance its maintenance and reduce the procedures required for rehabilitation."}], "format": [], "journal": {"issnPrinted": "1678-7765", "conferencedate": "", "vol": "", "conferenceplace": "", "name": "Journal of Applied Oral Science", "iss": "", "sp": "", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "", "ep": "", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2018-05-01"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "University of S\\xe3o Paulo"}, "language": {"classid": "eng", "classname": "English", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["oai:doaj.org/article:58d9f6dabd7c461f9225d87bd041170c"], "source": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Journal of Applied Oral Science, Vol 26, Iss 0 (2018)"}], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "The maxillary lateral incisor in the rehabilitation of cleft lip and palate"}]}
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["http://www.scielo.br/scielo.php?script=sci_arttext&pid=S1678-77572012000400005", "https://doaj.org/toc/1678-7757", "https://doaj.org/toc/1678-7765"], "distributionlocation": "", "processingchargecurrency": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2012-08-01"}, "collectedfrom": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "key": "10|driver______::bee53aa31dc2cbb538c10c2b65fa5824", "value": "DOAJ-Articles"}, "processingchargeamount": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "instancetype": {"classid": "0001", "classname": "Article", "schemeid": "dnet:publication_resource", "schemename": "dnet:publication_resource"}}], "dateofcollection": "2020-03-15T10:45:17.338Z", "fulltext": [], "dateoftransformation": "2020-03-15T14:07:40.174Z", "description": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value":"OBJECTIVES: This study evaluated subcutaneous tissue response to Aroeira (Myracrodruon urundeuva) extract employing edemogenic and histological analyses. MATERIAL AND METHODS: Test groups consisted of aqueous and ethanolic Aroeira extracts and saline (control). For edema quantification, 18 rats received an intravenous injection of Evan's Blue. After 30 min, the extracts and saline were injected on the dorsum of the rats, which were then sacrificed after 3 and 6 h. Readings were performed in a spectrophotometer. For subcutaneous implantation, 30 rats received a polyethylene tube containing the extracts on their dorsum and then they were killed after 7 and 28 days. The samples were processed for histological analysis and evaluated with a light microscope. The inflammatory infiltrate was quantified. RESULTS: There were no statistically significant differences between aqueous extract and saline groups in relation to edema quantification in the different periods (p>0.05). Ethanolic solution resulted in more edema independently of the experimental period (p<0.05). Histological analysis showed similar results on the 7-day period for the 3 groups. There was a notable reduction on inflammatory cell number for saline and aqueous extract groups at 28 days. CONCLUSION: The aqueous extract showed biocompatible properties similar to those of saline."}], "format": [], "journal": {"issnPrinted": "1678-7757", "conferencedate": "", "vol": "", "conferenceplace": "", "name": "Journal of Applied Oral Science", "iss": "", "sp": "", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "1678-7765", "ep": "", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2012-08-01"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "University of S\\xe3o Paulo"}, "language": {"classid": "eng", "classname": "English", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["oai:doaj.org/article:a20bab71cc3745f0bea1e7d7a66b37b5"], "source": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Journal of Applied Oral Science, Vol 20, Iss 4, Pp 414-418 (2012)"}], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "Evaluation of tissue reaction to Aroeira (Myracrodruon urundeuva) extracts: a histologic and edemogenic study"}]}
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Some ABC transporters, such as p-glycoproteins (Pgps), are selected and overexpressed in ML-resistant nematodes, supporting a role for some drug efflux proteins in ML resistance. However, the role of such proteins in ML transport remains to be clarified at the molecular level. Recently, Caenorhabditis elegans Pgp-1 (Cel-Pgp-1) has been crystallized, and its drug-modulated ATPase function characterized in\\xa0vitro revealed Cel-Pgp-1 as a multidrug transporter. Using this crystal structure, we have developed an in silico drug docking model in order to study the binding of ML and other anthelmintic drugs to Cel-Pgp-1. All tested ML bound with high affinity in a unique site, within the inner chamber of the protein, supporting that ML may be transported by Cel-Pgp-1. Interestingly, interacting residues delineate a ML specific fingerprint involving H-bonds, including T1028. In particular, benzofurane and spiroketal moieties bound to specific sub-sites. When compared with the aglycone ML, such as moxidectin and ivermectin aglycone, avermectin anthelmintics have significant higher affinity for Cel-Pgp-1, likely due to the sugar substituent(s) that bind to a specific area involving H-bonds at Y771. Triclabendazole, closantel and emodepside bound with good affinities to different sub-sites in the inner chamber, partially overlapping with the ML binding site, suggesting that they could compete for Cel-Pgp-1-mediated ML transport. In conclusion, this work provides novel information on the role of nematode Pgps in transporting anthelmintics, and a valuable tool to predict drug-drug interactions and to rationally design new competitive inhibitors of clinically-relevant nematode Pgps, to improve anthelmintic therapeutics."}], "format": [], "journal": {"issnPrinted": "2211-3207", "conferencedate": "", "vol": "", "conferenceplace": "", "name": "International Journal for Parasitology: Drugs and Drug Resistance", "iss": "", "sp": "", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "", "ep": "", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2016-12-01"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Elsevier"}, "language": {"classid": "eng", "classname": "English", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["oai:doaj.org/article:9d45ccc23b7c4c02a52cfe442399e918"], "source": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "International Journal for Parasitology: Drugs and Drug Resistance, Vol 6, Iss 3, Pp 299-313 (2016)"}], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "In silico analysis of the binding of anthelmintics to Caenorhabditis elegans P-glycoprotein 1"}]}
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"instance": [{"refereed": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "hostedby": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "key": "10|doajarticles::94fd0de3a786f4fca33123e71287781a", "value": "BMC Public Health"}, "accessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "license": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "url": ["http://www.biomedcentral.com/1471-2458/7/155", 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"schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "instancetype": {"classid": "0001", "classname": "Article", "schemeid": "dnet:publication_resource", "schemename": "dnet:publication_resource"}}], "dateofcollection": "2020-03-15T07:29:01.314Z", "fulltext": [], "dateoftransformation": "2020-03-15T15:16:33.261Z", "description": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value":"<p>Abstract</p> <p>Background</p> <p>Mental health problems are a worldwide public health burden. The literature concerning the mental health benefits from physical activity among adults has grown. Adolescents are less studied, and especially longitudinal studies are lacking. This paper investigates the associations between weekly hours of physical activity at age 15\\u201316 and mental health three years later.</p> <p>Methods</p> <p>Longitudinal self-reported health survey. The baseline study consisted of participants from the youth section of the Oslo Health Study, carried out in schools in 2000\\u20132001 (<it>n </it>= 3811). The follow-up in 2003\\u20132004 was conducted partly at school and partly through mail. A total of 2489 (1112 boys and 1377 girls) participated in the follow-up. Mental health was measured by the Strengths and Difficulties Questionnaire with an impact supplement. Physical activity was measured by a question on weekly hours of physical activity outside of school, defined as exertion \"to an extent that made you sweat and/or out of breath\". Adjustments were made for well-documented confounders and mental health at baseline.</p> <p>Results</p> <p>In boys, the number of hours spent on physical activity per week at age 15\\u201316 was negatively associated with emotional symptoms [B (95%CI) = -0.09 (-0.15, -0.03)] and peer problems [B (95%CI) = -0.08 (-0.14, -0.03)] at age 18\\u201319 after adjustments. In girls, there were no significant differences in SDQ subscales at age 18\\u201319 according to weekly hours of physical activity at age 15\\u201316 after adjustments. Boys and girls with five to seven hours of physical activity per week at age 15\\u201316 had the lowest mean scores for total difficulties and the lowest percentage with high impact score at age 18\\u201319, but the differences were not statistically significant after adjustments.</p> <p>Conclusion</p> <p>Weekly hours of physical activity at age 15\\u201316 years was weakly associated with mental health at three-year follow-up in boys. Results encourage a search for further knowledge about physical activity as a possible protective factor in relation to mental health problems in adolescence.</p> "}], "format": [], "journal": {"issnPrinted": "1471-2458", "conferencedate": "", "vol": "", "conferenceplace": "", "name": "BMC Public Health", "iss": "", "sp": "", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "", "ep": "", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2007-07-01"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "BMC"}, "language": {"classid": "eng", "classname": "English", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["oai:doaj.org/article:e4957ad0b3fe40c48054e249ea31d57e"], "source": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "BMC Public Health, Vol 7, Iss 1, p 155 (2007)"}], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "The association between weekly hours of physical activity and mental health: A three-year follow-up study of 15\\u201316-year-old students in the city of Oslo, Norway"}]}
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Valero-Garc\\xe9s"}], "instance": [{"refereed": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "hostedby": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "key": "10|doajarticles::c7a8ec94ae6a61df168a4b34f7a8014f", "value": "Climate of the Past"}, "accessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "license": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "url": ["http://www.clim-past.net/8/683/2012/cp-8-683-2012.pdf", "https://doaj.org/toc/1814-9324", "https://doaj.org/toc/1814-9332"], "distributionlocation": "", "processingchargecurrency": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2012-03-01"}, "collectedfrom": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "key": "10|driver______::bee53aa31dc2cbb538c10c2b65fa5824", "value": "DOAJ-Articles"}, "processingchargeamount": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "instancetype": {"classid": "0001", "classname": "Article", "schemeid": "dnet:publication_resource", "schemename": "dnet:publication_resource"}}], "dateofcollection": "2020-03-15T09:13:44.864Z", "fulltext": [], "dateoftransformation": "2020-03-15T15:39:13.511Z", "description": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "This paper reviews multi-proxy paleoclimatic reconstructions with robust age-control derived from lacustrine, dendrochronological and geomorphological records and characterizes the main environmental changes that occurred in the Southern Pyrenees during the last millennium. Warmer and relatively arid conditions prevailed during the Medieval Climate Anomaly (MCA, ca. 900\\u20131300 AD), with a significant development of xerophytes and Mediterranean vegetation and limited deciduous tree formations (mesophytes). The Little Ice Age (LIA, 1300\\u20131800 AD) was generally colder and moister, with an expansion of deciduous taxa and cold-adapted montane conifers. Two major phases occurred within this period: (i) a transition MCA\\u2013LIA, characterized by fluctuating, moist conditions and relatively cold temperatures (ca. 1300 and 1600 AD); and (ii) a second period, characterized by the coldest and most humid conditions, coinciding with maximum (recent) glacier advances (ca. 1600\\u20131800 AD). Glaciers retreated after the LIA when warmer and more arid conditions dominated, interrupted by a short-living cooling episode during the late 19th to early 20th centuries. Some records suggest a response to solar activity with colder and slightly moister conditions during solar minima. Centennial-scale hydrological fluctuations are in phase with reconstructions of NAO variability, which appears to be one of the main climate mechanisms influencing rainfall variations in the region during the last millennium."}], "format": [], "journal": {"issnPrinted": "1814-9324", "conferencedate": "", "vol": "", "conferenceplace": "", "name": "Climate of the Past", "iss": "", "sp": "", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "1814-9332", "ep": "", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2012-03-01"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Copernicus Publications"}, "language": {"classid": "eng", "classname": "English", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["oai:doaj.org/article:acc03415baec40e88cf20738dbb84be0"], "source": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Climate of the Past, Vol 8, Iss 2, Pp 683-700 (2012)"}], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "A multi-proxy perspective on millennium-long climate variability in the Southern Pyrenees"}]}
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R.", "pid": [], "rank": 1, "affiliation": [], "fullname": "Nelson J.R. Fagundes"}, {"surname": "", "name": "", "pid": [], "rank": 2, "affiliation": [], "fullname": "Alice Tagliani-Ribeiro"}, {"surname": "", "name": "", "pid": [], "rank": 3, "affiliation": [], "fullname": "Rohina Rubicz"}, {"surname": "", "name": "", "pid": [], "rank": 4, "affiliation": [], "fullname": "Larissa Tarskaia"}, {"surname": "Crawford", "name": "Michael H.", "pid": [], "rank": 5, "affiliation": [], "fullname": "Michael H. Crawford"}, {"surname": "Salzano", "name": "Francisco M.", "pid": [], "rank": 6, "affiliation": [], "fullname": "Francisco M. Salzano"}, {"surname": "Bonatto", "name": "Sandro L.", "pid": [], "rank": 7, "affiliation": [], "fullname": "Sandro L. 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Previous estimates based on genomic datasets may have been biased by the use of admixed individuals from Latino populations, while other recent studies using samples from Native American individuals relied on approximated analytical approaches. In this study we use resequencing data for nine independent regions in a set of Native American and Siberian individuals and a full-likelihood approach based on isolation-with-migration scenarios accounting for recent flow between Asian and Native American populations. Our results suggest that, in agreement with previous studies, the effective size of the Native American population was small, most likely in the order of a few hundred individuals, with point estimates close to 250 individuals, even though credible intervals include a number as large as ~4,000 individuals. Recognizing the size of the genetic bottleneck during the peopling of the Americas is important for determining the extent of genetic markers needed to characterize Native American populations in genome-wide studies and to evaluate the adaptive potential of genetic variants in this population."}], "format": [], "journal": {"issnPrinted": "1678-4685", "conferencedate": "", "vol": "", "conferenceplace": "", "name": "Genetics and Molecular Biology", "iss": "", "sp": "", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "", "ep": "", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Sociedade Brasileira de Gen\\xe9tica"}, "language": {"classid": "eng", "classname": "English", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["oai:doaj.org/article:890de7eabf9b4658b8ce208d6641178c"], "source": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Genetics and Molecular Biology, Vol 41, Iss 1 suppl 1, Pp 206-214"}], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "How strong was the bottleneck associated to the peopling of the Americas? New insights from multilocus sequence data"}]}
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"value": "Pesquisa Agropecu\\xe1ria Brasileira"}, "accessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "license": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "url": ["http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0100-204X2004000300001", "https://doaj.org/toc/0100-204X", "https://doaj.org/toc/1678-3921"], "distributionlocation": "", "processingchargecurrency": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2004-03-01"}, "collectedfrom": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "key": "10|driver______::bee53aa31dc2cbb538c10c2b65fa5824", "value": "DOAJ-Articles"}, "processingchargeamount": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "instancetype": {"classid": "0001", "classname": "Article", "schemeid": "dnet:publication_resource", "schemename": "dnet:publication_resource"}}], "dateofcollection": "2020-03-15T08:00:48.266Z", "fulltext": [], "dateoftransformation": "2020-03-15T16:20:10.578Z", "description": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Despite the presence of a family of defense proteins, Phaseolus vulgaris can be attacked by bruchid insects resulting in serious damage to stored grains. The two distinct active forms of a-amylase inhibitors, a-AI1 and a-AI2, in P. vulgaris show different specificity toward a-amylases. Zabrotes subfasciatus a-amylase is inhibited by a-AI2 but not by a-AI1. In contrast, porcine a-amylase is inhibited by a-AI1 but not by a-AI2. The objective of this work was to understand the molecular basis of the specificity of two inhibitors in P. vulgaris (a-AI1 and a-AI2) in relation to a-amylases. Mutants of a-AI2 were made and expressed in tobacco plants. The results showed that all the a-AI2 mutant inhibitors lost their activity against the insect a-amylases but none exhibited activity toward the mammalian a-amylase. The replacement of His33 of a-AI2 with the a-AI1-like sequence Ser-Tyr-Asn abolished inhibition of Z. subfasciatus a-amylase. From structural modeling, the conclusion is that the size and complexity of the amylase-inhibitor interface explain why mutation of the N-terminal loop and resultant abolition of Z. subfasciatus a-amylase inhibition are not accompanied by gain of inhibitory activity against porcine a-amylase.<br>Apesar de possuir uma fam\\xedlia de prote\\xednas de defesa, o feij\\xe3o-comum (Phaseolus vulgaris L.) pode ser atacado por insetos bruqu\\xeddeos causando s\\xe9rios danos aos gr\\xe3os armazenados. O P. vulgaris possui duas formas ativas de inibidores de a-amilases, denominadas a-AI1 e a-AI2, que apresentam diferentes especificidades em rela\\xe7\\xe3o \\xe0s a-amilases. A a-amilase de Zabrotes subfasciatus \\xe9 inibida por a-AI2 mas n\\xe3o por a-AI1. Em contraste, a a-amilase pancre\\xe1tica de porco \\xe9 inibida por a-AI1 mas n\\xe3o \\xe9 por a-AI2. O objetivo deste trabalho foi entender as bases moleculares da especificidade desses inibidores em rela\\xe7\\xe3o \\xe0s a-amilases. Para tanto, foram constru\\xeddos mutantes do a-AI2, os quais foram expressados em plantas de fumo. Todos os inibidores mutantes deixaram de inibir a a-amilase de inseto sem, contudo, passar a exibir atividade contra a a-amilase de mam\\xedfero. Os modelos estruturais explicam por que a substitui\\xe7\\xe3o de His33 do a-AI2 pela seq\\xfc\\xeancia correspondente do a-AI1 (Ser-Tyr-Asn) aboliu a inibi\\xe7\\xe3o da a-amilase de Z. subfasciatus. Dos estudos de modelagem molecular pode-se concluir que o tamanho e a complexidade da interface a-amilase-inibidor explicam por que a muta\\xe7\\xe3o da al\\xe7a N-terminal e a quebra da atividade inibit\\xf3ria para a-amilase de Z. subfasciatus n\\xe3o levam ao ganho de atividade inibit\\xf3ria do mutante em rela\\xe7\\xe3o \\xe0 a-amilase de porco."}], "format": [], "journal": {"issnPrinted": "0100-204X", "conferencedate": "", "vol": "", "conferenceplace": "", "name": "Pesquisa Agropecu\\xe1ria Brasileira", "iss": "", "sp": "", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "1678-3921", "ep": "", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2004-03-01"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Embrapa Informa\\xe7\\xe3o Tecnol\\xf3gica"}, "language": {"classid": "eng", "classname": "English", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["oai:doaj.org/article:38bc3446189c49c1aa9af3311b3f1002"], "source": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Pesquisa Agropecu\\xe1ria Brasileira, Vol 39, Iss 3, Pp 201-208 (2004)"}], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "Mutants of common bean alpha-amylase inhibitor-2 as an approach to investigate binding specificity to alpha-amylases Mutantes do inibidor-2 de alfa-amilase do feij\\xe3o-comum para investiga\\xe7\\xe3o da especificidade de liga\\xe7\\xe3o a alfa-amilases"}]}
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The reports of Acanthamoeba keratitis in Indian literature are few. We report here a case of Acanthamoeba Keratitis in a medical student using soft contact lenses, initially diagnosed and treated as a bacterial and later as a viral corneal ulcer, who responded extremely well to medical line of therapy."}], "format": [], "journal": {"issnPrinted": "0022-3859", "conferencedate": "", "vol": "", "conferenceplace": "", "name": "Journal of Postgraduate Medicine", "iss": "", "sp": "", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "0972-2823", "ep": "", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "1995-07-01"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Wolters Kluwer Medknow Publications"}, "language": {"classid": "eng", "classname": "English", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["oai:doaj.org/article:eb7ffd6f13d14106a8ee419fd94536c3"], "source": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Journal of Postgraduate Medicine, Vol 41, Iss 3, Pp 81-2 (1995)"}], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "Acanthamoeba keratitis."}]}
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The high resolution allows an accurate representation of the submarine canyons that presides in the region. The model is one-way coupled to a large scale model of the Mediterranean Sea through open boundaries and uses the atmospheric forcing fields provided in terms of HIRLAM outputs by the Spanish National Institute of Meteorology. Results show that the model can successfully reproduce the complex general circulation characteristics of the area, including the modifications induced by canyons in their vicinity and other phenomena observed such as instabilities and coastal trapped waves. The sea surface temperature is similar to satellite observations except that simulated temperatures are slightly warmer near the coast than observations and colder near the open boundaries. An important topic of this work is the computation of the shelf-slope exchanges, which are able to renew shelf waters in a few months."}], "format": [], "journal": {"issnPrinted": "1812-0784", "conferencedate": "", "vol": "", "conferenceplace": "", "name": "Ocean Science", "iss": "", "sp": "", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "1812-0792", "ep": "", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2006-01-01"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Copernicus Publications"}, "language": {"classid": "eng", "classname": "English", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["oai:doaj.org/article:f4285534dc79432a8f243aa0602348da"], "source": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Ocean Science, Vol 2, Iss 2, Pp 173-181 (2006)"}], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "Analysis of the circulation and shelf-slope exchanges in the continental margin of the northwestern Mediterranean"}]}
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"dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2018-10-01"}, "collectedfrom": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "key": "10|driver______::bee53aa31dc2cbb538c10c2b65fa5824", "value": "DOAJ-Articles"}, "processingchargeamount": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "instancetype": {"classid": "0001", "classname": "Article", "schemeid": "dnet:publication_resource", "schemename": "dnet:publication_resource"}}], "dateofcollection": "2020-03-15T07:28:17.941Z", "fulltext": [], "dateoftransformation": "2020-03-15T22:18:49.506Z", "description": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "BACKGROUND The first dengue cases in Brazil with laboratory confirmation occurred in the northern region of the country, with the isolation of two serotypes, dengue virus 1 (DENV-1) and DENV-4. In Cear\\xe1, the introduction of DENV-4 was reported during a DENV-1 epidemic in 2011, with only two isolations. OBJECTIVES The aim of this study was to characterise the first DENV-4 epidemic in the state of Cear\\xe1, Brazil. METHODS The study population was composed of patients with suspected dengue that were reported to health care units from January to December 2012. The laboratory confirmation of infection was made by viral isolation, reverse transcription polymerase chain reaction (RT-PCR), AgNS1, immunohistochemistry and IgM enzyme-linked immunosorbent assay (ELISA). MAIN CONCLUSIONS In the study year, 72,211 suspected dengue cases were reported and 51,865 of these cases (71.8%) were confirmed to be positive. Co-circulation of three serotypes, DENV-1, DENV-3 and DENV-4, was detected with a predominance of DENV-4 (95.3%). Most cases were not severe, but there were 44 fatal outcomes. DENV-4 Genotype II was identified for the first time in Cear\\xe1."}], "format": [], "journal": {"issnPrinted": "1678-8060", "conferencedate": "", "vol": "", "conferenceplace": "", "name": "Mem\\xf3rias do Instituto Oswaldo Cruz.", "iss": "", "sp": "", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "", "ep": "", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2018-10-01"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Instituto Oswaldo Cruz, Minist\\xe9rio da Sa\\xfade"}, "language": {"classid": "eng", "classname": "English", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["oai:doaj.org/article:b1cda71bbc4a42428c1f276b6370ef78"], "source": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Mem\\xf3rias do Instituto Oswaldo Cruz., Vol 113, Iss 11 (2018)"}], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "Dengue 4 in Cear\\xe1, Brazil: characterisation of epidemiological and laboratorial aspects and causes of death during the first epidemic in the state"}]}
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"dnet:publication_resource"}}], "dateofcollection": "2019-02-15", "fulltext": [], "dateoftransformation": "", "description": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "<jats:p>&lt;p&gt;&lt;strong&gt;Abstract.&lt;/strong&gt; This paper reviews multi-proxy paleoclimatic reconstructions with robust age-control derived from lacustrine, dendrochronological and geomorphological records and characterizes the main environmental changes that occurred in the Southern Pyrenees during the last millennium. Warmer and relatively arid conditions prevailed during the Medieval Climate Anomaly (MCA, ca. 900\\u20131300 AD), with a significant development of xerophytes and Mediterranean vegetation and limited deciduous tree formations (mesophytes). The Little Ice Age (LIA, 1300\\u20131800 AD) was generally colder and moister, with an expansion of deciduous taxa and cold-adapted montane conifers. Two major phases occurred within this period: (i) a transition MCA\\u2013LIA, characterized by fluctuating, moist conditions and relatively cold temperatures (ca. 1300 and 1600 AD); and (ii) a second period, characterized by the coldest and most humid conditions, coinciding with maximum (recent) glacier advances (ca. 1600\\u20131800 AD). Glaciers retreated after the LIA when warmer and more arid conditions dominated, interrupted by a short-living cooling episode during the late 19th to early 20th centuries. Some records suggest a response to solar activity with colder and slightly moister conditions during solar minima. Centennial-scale hydrological fluctuations are in phase with reconstructions of NAO variability, which appears to be one of the main climate mechanisms influencing rainfall variations in the region during the last millennium.&lt;/p&gt;</jats:p>"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "This paper reviews multi-proxy paleoclimatic reconstructions with robust age-control derived from lacustrine, dendrochronological and geomorphological records and characterizes the main environmental changes that occurred in the Southern Pyrenees during the last millennium. Warmer and relatively arid conditions prevailed during the Medieval Climate Anomaly (MCA, ca. 900\\u20131300 AD), with a significant development of xerophytes and Mediterranean vegetation and limited deciduous tree formations (mesophytes). The Little Ice Age (LIA, 1300\\u20131800 AD) was generally colder and moister, with an expansion of deciduous taxa and cold-adapted montane conifers. Two major phases occurred within this period: (i) a transition MCA\\u2013LIA, characterized by fluctuating, moist conditions and relatively cold temperatures (ca. 1300 and 1600 AD); and (ii) a second period, characterized by the coldest and most humid conditions, coinciding with maximum (recent) glacier advances (ca. 1600\\u20131800 AD). Glaciers retreated after the LIA when warmer and more arid conditions dominated, interrupted by a short-living cooling episode during the late 19th to early 20th centuries. Some records suggest a response to solar activity with colder and slightly moister conditions during solar minima. Centennial-scale hydrological fluctuations are in phase with reconstructions of NAO variability, which appears to be one of the main climate mechanisms influencing rainfall variations in the region during the last millennium."}], "format": [], "journal": {"issnPrinted": "", "conferencedate": "", "vol": "", "conferenceplace": "", "name": "Copernicus GmbH", "iss": "", "sp": "", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "1814-9332", "ep": "", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2012-3-30"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "language": {"classid": "und", "classname": "Undetermined", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["10.5194/cp-8-683-2012"], "source": [], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "A multi-proxy perspective on millennium-long climate variability in the Southern Pyrenees"}]}
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String iteration is a variation on the original binary version of the Kleene star operation p*q obtained by restricting the first argument to be a non-empty sequence of atomic actions. We show that, for every positive integer k, bisimulation equivalence over the set of processes in this language with loops of length at most k is finitely axiomatizable. We also offer a countably infinite equational theory that completely axiomatizes bisimulation equivalence over the whole language. We prove that this result cannot be improved upon by showing that no finite equational axiomatization of bisimulation equivalence over basic CCS with string iteration can exist, unless the set of actions is empty.</jats:p>"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value":"We study equational axiomatizations of bisimulation equivalence for the language obtained by extending Milner's basic CCS with string iteration. String iteration is a variation on the original binary version of the Kleene star operation p*q obtained by restricting the first argument to be a non-empty sequence of atomic actions. We show that, for every positive integer k, bisimulation equivalence over the set of processes in this language with loops of length at most k is finitely axiomatizable. We also offer a countably infinite equational theory that completely axiomatizes bisimulation equivalence over the whole language. 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The increase of private health care plans and the implementation of the \\u201cSmiling Brazil\\u201d Program, the largest public oral health care program in the world, could have influenced this increase in access. However, we do not yet know if inequalities in the use of dental health services persist after the improvement in access. The aims of this study are to analyze socioeconomic differences for dental health service use between 2003 and 2008 in Sao Paulo and to examine changes in these associations since the implementation of the Smiling Brazil program in 2003. Data was obtained via two household health surveys (ISA-Capital 2003 and ISA-Capital 2008) which investigated living conditions, lifestyle, health status and use of health care services. Logistic regression was used to analyze associations between socioeconomic factors and dental services use. Additionally, trends from 2003 to 2008 regarding socioeconomic characteristics and dental health service use were explored. Overall, dental health service use increased between 2003 and 2008 and was at both time points more common among those who had higher income, better education, better housing conditions, private health care plans and were Caucasian. Inequalities in use of dental health care did not decrease over time. Among the reasons for not seeking dental care, not having teeth and financial difficulty were more common in lower socioeconomic groups, while thinking it was unnecessary was more common in higher socioeconomic groups. The Brazilian oral health policy is still in a period of expansion and seems to have contributed slightly to increased dental health service use, but has not influenced socioeconomic inequalities in the use of these services. Acquiring deeper knowledge about inequalities in dental health service use will contribute to better understanding of potential barriers to reducing them."}], "format": [], "journal": {"issnPrinted": "", "conferencedate": "", "vol": "", "conferenceplace": "", "name": "Springer Nature", "iss": "", "sp": "", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "1472-6963", "ep": "", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2016-12-1"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "language": {"classid": "und", "classname": "Undetermined", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["10.1186/s12913-016-1928-y"], "source": [], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "Socioeconomic inequalities in dental health services in Sao Paulo, Brazil, 2003\\u20132008"}]}
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Here, we tested whether deletion of PARP-2, an alternative NAD+-consuming enzyme, impacts on NAD+ bioavailability and SIRT1 activity. Our results indicate that PARP-2 deficiency increases SIRT1 activity in cultured myotubes. However, this increase was not due to changes in NAD+ levels, but to an increase in SIRT1 expression, as PARP-2 acts as a direct negative regulator of the SIRT1 promoter. PARP-2 deletion in mice increases SIRT1 levels, promotes energy expenditure, and increases mitochondrial content. Furthermore, PARP-2\\u2212/\\u2212 mice were protected against diet-induced obesity. Despite being insulin sensitized, PARP-2\\u2212/\\u2212 mice were glucose intolerant due to a defective pancreatic function. 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Here, we synthesized a new series of piperazine-containing benzothiazinones (PBTZ) and show that, like BTZ043, the preclinical candidate PBTZ169 binds covalently to DprE1. The crystal structure of the DprE1-PBTZ169 complex reveals formation of a semimercaptal adduct with Cys387 in the active site and explains the irreversible inactivation of the enzyme. Compared to BTZ043, PBTZ169 has improved potency, safety and efficacy in zebrafish and mouse models of tuberculosis (TB). When combined with other TB drugs, PBTZ169 showed additive activity against M. tuberculosis in vitro except with bedaquiline (BDQ) where synergy was observed. A new regimen comprising PBTZ169, BDQ and pyrazinamide was found to be more efficacious than the standard three drug treatment in a murine model of chronic disease. 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I would like to suggest three additional impeding factors.  The first is that there are too many different kinds of providers' trying to address the same problem in sometimes incompatible ways. It is clearly essential to define health care in terms of what people actually need, but endeavors to do so have moved under a variety of banners\\u2014family medicine, holistic treatment, practices sponsored by hospitals and private corporations, and now community-oriented primary care. As a family physician, I see this as constantly reinventing the wheel, each time using new words that confuse people and creating new and overlapping constituencies. 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The resulting QDs have been successfully used to probe multivalent interactions of HIV/Ebola receptors DC-SIGN and DC-SIGNR (collectively termed as DC-SIGN/R) using a sensitive, ratiometric Forster resonance energy transfer (FRET) assay. The QD probes specifically bind DC-SIGN, but not its closely related receptor DC-SIGNR, which is further confirmed by its specific blocking of DC-SIGN engagement with the Ebola virus glycoprotein. Tuning the QD surface mannose valency reveals that DC-SIGN binds more efficiently to densely packed mannosides. A FRET-based thermodynamic study reveals that the binding is enthalpy-driven. 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"trust": ""}, "value": "Macrocyclic lactones (ML) are important anthelmintics used in animals and humans against parasite nematodes, but their therapeutic success is compromised by the spread of ML resistance. Some ABC transporters, such as p-glycoproteins (Pgps), are selected and overexpressed in ML-resistant nematodes, supporting a role for some drug efflux proteins in ML resistance. However, the role of such proteins in ML transport remains to be clarified at the molecular level. Recently, Caenorhabditis elegans Pgp-1 (Cel-Pgp-1) has been crystallized, and its drug-modulated ATPase function characterized in\\xa0vitro revealed Cel-Pgp-1 as a multidrug transporter. Using this crystal structure, we have developed an in silico drug docking model in order to study the binding of ML and other anthelmintic drugs to Cel-Pgp-1. All tested ML bound with high affinity in a unique site, within the inner chamber of the protein, supporting that ML may be transported by Cel-Pgp-1. Interestingly, interacting residues delineate a ML specific fingerprint involving H-bonds, including T1028. In particular, benzofurane and spiroketal moieties bound to specific sub-sites. When compared with the aglycone ML, such as moxidectin and ivermectin aglycone, avermectin anthelmintics have significant higher affinity for Cel-Pgp-1, likely due to the sugar substituent(s) that bind to a specific area involving H-bonds at Y771. Triclabendazole, closantel and emodepside bound with good affinities to different sub-sites in the inner chamber, partially overlapping with the ML binding site, suggesting that they could compete for Cel-Pgp-1-mediated ML transport. In conclusion, this work provides novel information on the role of nematode Pgps in transporting anthelmintics, and a valuable tool to predict drug-drug interactions and to rationally design new competitive inhibitors of clinically-relevant nematode Pgps, to improve anthelmintic therapeutics."}], "format": [], "journal": {"issnPrinted": "2211-3207", "conferencedate": "", "vol": "", "conferenceplace": "", "name": "Elsevier BV", "iss": "", "sp": "", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "", "ep": "", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2016-12-1"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "language": {"classid": "und", "classname": "Undetermined", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["10.1016/j.ijpddr.2016.09.001"], "source": [], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "In silico  analysis of the binding of anthelmintics to  Caenorhabditis elegans   P -glycoprotein 1"}]}
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Recently it has received a lot of attention as a substrate to grow and isolate graphene as well as for its intrinsic UV lasing response. Similar to carbon, one-dimensional boron nitride nanotubes (BNNTs) have been theoretically predicted and later synthesised. Here we use first principles simulations to unambiguously demonstrate that i) BN nanotubes inherit the highly efficient UV luminescence of hexagonal BN; ii) the application of an external perpendicular field closes the electronic gap keeping the UV lasing with lower yield; iii) defects in BNNTS are responsible for tunable light emission from the UV to the visible controlled by a transverse electric field (TEF). 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The literature concerning the mental health benefits from physical activity among adults has grown. Adolescents are less studied, and especially longitudinal studies are lacking. 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The MSV-MIDAS model is estimated through maximum likelihood (ML) methods with a slightly modified version of Hamilton\\u2019s filter. Monte Carlo simulations show that ML provides accurate estimates, but they suggest some caution in interpreting the tests of the parameters in the transition probabilities. We apply this new model to forecast business cycle turning points in the United States. 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Previous estimates based on genomic datasets may have been biased by the use of admixed individuals from Latino populations, while other recent studies using samples from Native American individuals relied on approximated analytical approaches. In this study we use resequencing data for nine independent regions in a set of Native American and Siberian individuals and a full-likelihood approach based on isolation-with-migration scenarios accounting for recent flow between Asian and Native American populations. Our results suggest that, in agreement with previous studies, the effective size of the Native American population was small, most likely in the order of a few hundred individuals, with point estimates close to 250 individuals, even though credible intervals include a number as large as ~4,000 individuals. 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The high resolution al- lows an accurate representation of the submarine canyons that presides in the region. The model is one-way coupled to a large scale model of the Mediterranean Sea through open boundaries and uses the atmospheric forcing fields provided in terms of HIRLAM outputs by the Spanish National Insti- tute of Meteorology. Results show that the model can suc- cessfully reproduce the complex general circulation charac- teristics of the area, including the modifications induced by canyons in their vicinity and other phenomena observed such as instabilities and coastal trapped waves. The sea surface temperature is similar to satellite observations except that simulated temperatures are slightly warmer near the coast than observations and colder near the open boundaries. 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"schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "key": "10|openaire____::081b82f96300b6a6e3d282bad31cb6e2", "value": "Crossref"}, "processingchargeamount": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "instancetype": {"classid": "0001", "classname": "Article", "schemeid": "dnet:publication_resource", "schemename": "dnet:publication_resource"}}], "dateofcollection": "2019-02-15", "fulltext": [], "dateoftransformation": "", "description": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Objective This study analyzed the maintenance of lateral incisors in the dental rehabilitation of individuals with cleft lip and palate. Material and Methods The study was conducted on a tertiary craniofacial center and comprised retrospective analysis of panoramic and periapical radiographs of Caucasoid individuals with non-syndromic complete unilateral cleft lip and palate, analyzing all radiographs available on the records of each individual, from the first to the last up to 12 years of age. Overall, 2,826 records were reviewed to achieve a sample of 1,000 individuals. Among these, 487 individuals presented the permanent lateral incisors on both cleft and non-cleft sides, which were included in this study. Results The results were evaluated in percentages and by descriptive statistics. The association between maintenance of the lateral incisor and timing of alveolar bone graft were analyzed by the t test. Among the 487 individuals, 265 had not completed treatment, 62 presented insufficient information, and 44 concluded the treatment elsewhere. Among the remaining 116 individuals, the lateral incisor was extracted from 88 (75.86%) of them on the cleft side (CS) and from 23 (19.83%) people on the non-cleft side (NCS). The age at accomplishment of alveolar bone graft was significantly associated with maintenance of the lateral incisor on the cleft side (p<0.01). Most extractions were indicated because of the inadequate positioning on the CS and for midline correction on the NCS. Rehabilitation was primarily completed by orthodontic movement (53 individuals on the CS and 13 individuals on the NCS). Conclusion In conclusion, the lateral incisor on the cleft side was not maintained in most individuals. Positive relationship was observed between extraction of the lateral incisor and age at accomplishment of the alveolar bone graft, suggesting the need to anticipate the initial radiographic evaluation to enhance its maintenance and reduce the procedures required for rehabilitation."}], "format": [], "journal": {"issnPrinted": "1678-7757", "conferencedate": "", "vol": "", "conferenceplace": "", "name": "FapUNIFESP (SciELO)", "iss": "", "sp": "", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "1678-7765", "ep": "", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2018-5-7"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "language": {"classid": "und", "classname": "Undetermined", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["10.1590/1678-7757-2017-0125"], "source": [], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "The maxillary lateral incisor in the rehabilitation of cleft lip and palate"}]}
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serotypes, dengue virus 1 (DENV-1) and DENV-4. In Ceara, the introduction of DENV-4 was reported during a DENV-1 epidemic in 2011, with only two isolations. OBJECTIVES The aim of this study was to characterise the first DENV-4 epidemic in the state of Ceara, Brazil. METHODS The study population was composed of patients with suspected dengue that were reported to health care units from January to December 2012. The laboratory confirmation of infection was made by viral isolation, reverse transcription polymerase chain reaction (RT-PCR), AgNS1, immunohistochemistry and IgM enzyme-linked immunosorbent assay (ELISA). MAIN CONCLUSIONS In the study year, 72,211 suspected dengue cases were reported and 51,865 of these cases (71.8%) were confirmed to be positive. Co-circulation of three serotypes, DENV-1, DENV-3 and DENV-4, was detected with a predominance of DENV-4 (95.3%). Most cases were not severe, but there were 44 fatal outcomes. 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"dateofcollection": "2019-02-15", "fulltext": [], "dateoftransformation": "", "description": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "<jats:title>ABSTRACT</jats:title>\\n                  <jats:p>\\n                    Nontypeable\\n                    <jats:italic>Haemophilus influenzae</jats:italic>\\n                    (NTHi) is an opportunistic pathogen that mainly causes otitis media in children and community-acquired pneumonia or exacerbations of chronic obstructive pulmonary disease in adults. A large variety of studies suggest that biofilm formation by NTHi may be an important step in the pathogenesis of this bacterium. However, the underlying mechanisms involved in this process are poorly elucidated. In this study, we used a transposon mutant library to identify bacterial genes involved in biofilm formation. The growth and biofilm formation of 4,172 transposon mutants were determined, and the involvement of the identified genes in biofilm formation was validated in\\n                    <jats:italic>in vitro</jats:italic>\\n                    experiments. Here, we present experimental data showing that increased bacterial lysis, through interference with peptidoglycan synthesis, results in elevated levels of extracellular DNA, which increased biofilm formation. Interestingly, similar results were obtained with subinhibitory concentrations of \\u03b2-lactam antibiotics, known to interfere with peptidoglycan synthesis, but such an effect does not appear with other classes of antibiotics. These results indicate that treatment with \\u03b2-lactam antibiotics, especially for \\u03b2-lactam-resistant NTHi isolates, might increase resistance to antibiotics by increasing biofilm formation.\\n                  </jats:p>\\n                  <jats:p>\\n                     <jats:bold>IMPORTANCE</jats:bold>\\n                    Most, if not all, bacteria form a biofilm, a multicellular structure that protects them from antimicrobial actions of the host immune system and affords resistance to antibiotics. The latter is especially disturbing with the increase in multiresistant bacterial clones worldwide. Bacterial biofilm formation is a multistep process that starts with surface adhesion, after which attached bacteria divide and give rise to biomass. The actual steps required for\\n                    <jats:italic>Haemophilus influenzae</jats:italic>\\n                    biofilm formation are largely not known. We show that interference with peptidoglycan biosynthesis increases biofilm formation because of the release of bacterial genomic DNA. Subinhibitory concentrations of \\u03b2-lactam antibiotics, which are often prescribed to treat\\n                    <jats:italic>H.\\xa0influenzae</jats:italic>\\n                    infections, increase biofilm formation through a similar mechanism. Therefore, when \\u03b2-lactam antibiotics do not reach their MIC\\n                    <jats:italic>in vivo</jats:italic>\\n                    , they might not only drive selection for \\u03b2-lactam-resistant clones but also increase biofilm formation and resistance to other antimicrobial compounds.\\n                  </jats:p>"}], "format": [], "journal": {"issnPrinted": "", "conferencedate": "", "vol": "", "conferenceplace": "", "name": "American Society for Microbiology", "iss": "", "sp": "", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "2379-5042", "ep": "", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2017-1-18"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "language": {"classid": "und", "classname": "Undetermined", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["10.1128/msphere.00329-16"], "source": [], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "\\n                    Bacterial Lysis through Interference with Peptidoglycan Synthesis Increases Biofilm Formation by Nontypeable\\n                    Haemophilus influenzae\\n                  "}]}
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goods, tax structure, and involuntary unemployment are derived within a second-best framework in which lump-sum taxes are not available and labour supply is rationed owing to a rigid consumer wage. A shift towards greener preferences may boost employment and public consumption if initial environmental concern is small, a fixed factor plays a major role in production, and pollution is reduced through more labour-intensive production rather than a lower level of output."}], "format": [], "journal": {"issnPrinted": "0047-2727", "conferencedate": "", "vol": "", "conferenceplace": "", "name": "Elsevier BV", "iss": "", "sp": "", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "", "ep": "", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "1996-10-1"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "language": {"classid": "und", "classname": "Undetermined", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["10.1016/0047-2727(96)01574-5"], "source": [], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "Optimal taxation, public goods and environmental policy with involuntary unemployment"}]}
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Warmer\\nand relatively arid conditions prevailed during the Medieval Climate Anomaly\\n(MCA, ca. 900\\u20131300 AD), with a significant development of xerophytes and\\nMediterranean vegetation and limited deciduous tree formations (mesophytes).\\nThe Little Ice Age (LIA, 1300\\u20131800 AD) was generally colder and moister,\\nwith an expansion of deciduous taxa and cold-adapted montane conifers. Two\\nmajor phases occurred within this period: (i) a transition MCA\\u2013LIA,\\ncharacterized by fluctuating, moist conditions and relatively cold\\ntemperatures (ca. 1300 and 1600 AD); and (ii) a second period, characterized\\nby the coldest and most humid conditions, coinciding with maximum (recent)\\nglacier advances (ca. 1600\\u20131800 AD). Glaciers retreated after the LIA when\\nwarmer and more arid conditions dominated, interrupted by a short-living\\ncooling episode during the late 19th to early 20th centuries. 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The two distinct active forms of \\u03b1-amylase inhibitors, \\u03b1-AI1\\nand \\u03b1-AI2, in P. vulgaris show different specificity toward \\u03b1-amylases. Zabrotes subfasciatus \\u03b1-amylase is\\ninhibited by \\u03b1-AI2 but not by \\u03b1-AI1. In contrast, porcine \\u03b1-amylase is inhibited by \\u03b1-AI1 but not by \\u03b1-AI2. The\\nobjective of this work was to understand the molecular basis of the specificity of two inhibitors in P. vulgaris\\n(\\u03b1-AI1 and \\u03b1-AI2) in relation to \\u03b1-amylases. Mutants of \\u03b1-AI2 were made and expressed in tobacco plants. The\\nresults showed that all the \\u03b1-AI2 mutant inhibitors lost their activity against the insect \\u03b1-amylases but none\\nexhibited activity toward the mammalian \\u03b1-amylase. The replacement of His33 of \\u03b1-AI2 with the \\u03b1-AI1-like\\nsequence Ser-Tyr-Asn abolished inhibition of Z. subfasciatus \\u03b1-amylase. 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Mutants of common bean alpha-amylase inhibitor-2 as an approach to investigate binding specificity to alpha-amylases, Pesquisa Agropecu\\xe1ria Brasileira( Bras\\xedlia), v.39, n.3, p.201-208, 2004"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "reponame:RI"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "instname:UCB"}], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "Mutants of common bean alpha-amylase inhibitor-2 as an approach to investigate binding specificity to alpha-amylases"}]}
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"value": ""}, "instancetype": {"classid": "0001", "classname": "Article", "schemeid": "dnet:publication_resource", "schemename": "dnet:publication_resource"}}], "dateofcollection": "2020-03-06T21:06:50.114Z", "fulltext": [], "dateoftransformation": "2020-03-07T23:37:10.224Z", "description": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "In spite of many genetic studies that contributed for a deep knowledge about the peopling of the Americas, no consensus has emerged about important parameters such as the effective size of the Native Americans founder population. Previous estimates based on genomic datasets may have been biased by the use of admixed individuals from Latino populations, while other recent studies using samples from Native American individuals relied on approximated analytical approaches. In this study we use resequencing data for nine independent regions in a set of Native American and Siberian individuals and a full-likelihood approach based on isolation-with-migration scenarios accounting for recent flow between Asian and Native American populations. Our results suggest that, in agreement with previous studies, the effective size of the Native American population was small, most likely in the order of a few hundred individuals, with point estimates close to 250 individuals, even though credible intervals include a number as large as ~4,000 individuals. Recognizing the size of the genetic bottleneck during the peopling of the Americas is important for determining the extent of genetic markers needed to characterize Native American populations in genome- wide studies and to evaluate the adaptive potential of genetic variants in this population."}], "format": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "application/pdf"}], "journal": {"issnPrinted": "", "conferencedate": "", "vol": "", "conferenceplace": "", "name": "", "iss": "", "sp": "", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "", "ep": "", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2018-01-01"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "language": {"classid": "eng", "classname": "English", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["oai:www.lume.ufrgs.br:10183/183915"], "source": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "reponame:Reposit\\xf3rio Institucional da UFRGS"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "instname:Universidade Federal do Rio Grande do Sul"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "instacron:UFRGS"}], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "How strong was the bottleneck associated to the peopling of the Americas? new insights from multilocus sequence data"}]}
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"schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "key": "10|openaire____::dc6e224a8d74ce03bf301152d6e33e97", "value": "LA Referencia"}, "processingchargeamount": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "instancetype": {"classid": "0001", "classname": "Article", "schemeid": "dnet:publication_resource", "schemename": "dnet:publication_resource"}}], "dateofcollection": "2018-03-09T16:27:54.236Z", "fulltext": [], "dateoftransformation": "2020-01-25T06:38:57.494Z", "description": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Objectives: This study evaluated subcutaneous tissue response to Aroeira (Myracrodruon urundeuva) extract employing edemogenic and histological analyses. Material and methods: Test groups consisted of aqueous and ethanolic Aroeira extracts and saline (control). For groups consisted of aqueous and ethanolic Aroeira extracts and saline Blue. After 30 min, the extracts and saline were injected on the dorsum of the rats, which were then sacrificed after 3 and 6 h. Readings were performed in a spectrophotometer. For subcutaneous implantation, 30 rats received a polyethylene tube containing the extracts on their dorsum and then they were killed after 7 and 28 days. The samples were processed for histological analysis and evaluated with a light microscope. The inflammatory infiltrate was quantified. Results: There were no statistically significant differences between aqueous extract and saline groups in relation to edema quantification in the different periods (p > 0.05). Ethanolic solution resulted in more edema independently of the experimental period (p < 0.05). Histological analysis showed similar results on the 7-day period for the 3 groups. There was a notable reduction on inflammatory cell number for saline and aqueous extract groups at 28 days. 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Bauru-sp: Univ S\\xe3o Paulo Fac Odontologia Bauru, v. 20, n. 4, p. 414-418, 2012."}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "reponame:RI"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "instname:UNESP"}], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "Evaluation of tissue reaction to Aroeira (Myracrodruon urundeuva) extracts: a histologic and edemogenic study"}]}
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No. of bitstreams: 5\\nMutants of common bean alpha_amylase inhibitor_2.PDF: 128607 bytes, checksum: ea73a49dc66da14a08f402c9d8cfe551 (MD5)\\nlicense_url: 52 bytes, checksum: 2f32edb9c19a57e928372a33fd08dba5 (MD5)\\nlicense_text: 24372 bytes, checksum: 94b0a37ff5ec51de8c55507bff4a7ff9 (MD5)\\nlicense_rdf: 24623 bytes, checksum: 378d22d8fe50e084ee2f354be78cbe62 (MD5)\\nlicense.txt: 1887 bytes, checksum: 445d1980f282ec865917de35a4c622f6 (MD5)\\n  Previous issue date: 2004-03\\nDespite the presence of a family of defense proteins, Phaseolus vulgaris can be attacked by bruchid\\ninsects resulting in serious damage to stored grains. The two distinct active forms of \\u03b1-amylase inhibitors, \\u03b1-AI1\\nand \\u03b1-AI2, in P. vulgaris show different specificity toward \\u03b1-amylases. Zabrotes subfasciatus \\u03b1-amylase is\\ninhibited by \\u03b1-AI2 but not by \\u03b1-AI1. In contrast, porcine \\u03b1-amylase is inhibited by \\u03b1-AI1 but not by \\u03b1-AI2. The\\nobjective of this work was to understand the molecular basis of the specificity of two inhibitors in P. vulgaris\\n(\\u03b1-AI1 and \\u03b1-AI2) in relation to \\u03b1-amylases. Mutants of \\u03b1-AI2 were made and expressed in tobacco plants. The\\nresults showed that all the \\u03b1-AI2 mutant inhibitors lost their activity against the insect \\u03b1-amylases but none\\nexhibited activity toward the mammalian \\u03b1-amylase. The replacement of His33 of \\u03b1-AI2 with the \\u03b1-AI1-like\\nsequence Ser-Tyr-Asn abolished inhibition of Z. subfasciatus \\u03b1-amylase. 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"value": ""}, "instancetype": {"classid": "0001", "classname": "Article", "schemeid": "dnet:publication_resource", "schemename": "dnet:publication_resource"}}], "dateofcollection": "2020-03-06T17:16:40.215Z", "fulltext": [], "dateoftransformation": "2020-03-08T11:30:16.245Z", "description": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Made available in DSpace on 2013-08-12T18:01:00Z (GMT). No. of bitstreams: 0\\n  Previous issue date: 2012-07-01\\nMade available in DSpace on 2013-09-30T18:30:31Z (GMT). No. of bitstreams: 0\\n  Previous issue date: 2012-07-01\\nSubmitted by Vitor Silverio Rodrigues (vitorsrodrigues@reitoria.unesp.br) on 2014-05-20T13:44:11Z\\nNo. of bitstreams: 0\\nMade available in DSpace on 2014-05-20T13:44:11Z (GMT). No. of bitstreams: 0\\n  Previous issue date: 2012-07-01\\nCoordena\\xe7\\xe3o de Aperfei\\xe7oamento de Pessoal de N\\xedvel Superior (CAPES)\\nObjectives: This study evaluated subcutaneous tissue response to Aroeira (Myracrodruon urundeuva) extract employing edemogenic and histological analyses. Material and methods: Test groups consisted of aqueous and ethanolic Aroeira extracts and saline (control). For groups consisted of aqueous and ethanolic Aroeira extracts and saline Blue. After 30 min, the extracts and saline were injected on the dorsum of the rats, which were then sacrificed after 3 and 6 h. Readings were performed in a spectrophotometer. For subcutaneous implantation, 30 rats received a polyethylene tube containing the extracts on their dorsum and then they were killed after 7 and 28 days. The samples were processed for histological analysis and evaluated with a light microscope. The inflammatory infiltrate was quantified. Results: There were no statistically significant differences between aqueous extract and saline groups in relation to edema quantification in the different periods (p > 0.05). Ethanolic solution resulted in more edema independently of the experimental period (p < 0.05). Histological analysis showed similar results on the 7-day period for the 3 groups. There was a notable reduction on inflammatory cell number for saline and aqueous extract groups at 28 days. Conclusion: The aqueous extract showed biocompatible properties similar to those of saline.\\nUNESP Univ Estadual Paulista, Aracatuba Sch Dent, Dept Pediat, Aracatuba, SP, Brazil\\nUNESP Univ Estadual Paulista, Aracatuba Sch Dent, Dept Endodont, Aracatuba, SP, Brazil\\nUNESP Univ Estadual Paulista, Aracatuba Sch Dent, Dept Microbiol, Aracatuba, SP, Brazil\\nUniv S\\xe3o Paulo, Bauru Sch Dent, Dept Periodontol, Bauru, SP, Brazil\\nUNESP Univ Estadual Paulista, Aracatuba Sch Dent, Dept Pediat, Aracatuba, SP, Brazil\\nUNESP Univ Estadual Paulista, Aracatuba Sch Dent, Dept Endodont, Aracatuba, SP, Brazil\\nUNESP Univ Estadual Paulista, Aracatuba Sch Dent, Dept Microbiol, Aracatuba, SP, Brazil"}], "format": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "414-418"}], "journal": {"issnPrinted": "", "conferencedate": "", "vol": "", "conferenceplace": "", "name": "", "iss": "", "sp": "", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "", "ep": "", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2012-07-01"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Universidade de S\\xe3o Paulo (USP), Faculdade de Odontologia de Baur"}, "language": {"classid": "eng", "classname": "English", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["oai:repositorio.unesp.br:11449/15472"], "source": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Web of Science"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "reponame:Reposit\\xf3rio Institucional da UNESP"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "instname:Universidade Estadual Paulista"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "instacron:UNESP"}], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "Evaluation of tissue reaction to Aroeira (Myracrodruon urundeuva) extracts: a histologic and edemogenic study"}]}
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Analysis of dataset 2 showed that the relative performance of trap cultures, using direct analysis of field sample as reference, was inversely related to the total observed AMF species richness."}], "format": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "text/html"}], "journal": {"issnPrinted": "", "conferencedate": "", "vol": "", "conferenceplace": "", "name": "", "iss": "", "sp": "", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "", "ep": "", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2017-01-01"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Academia Brasileira de Ci\\xeancias"}, "language": {"classid": "eng", "classname": "English", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["oai:scielo:S0001-37652017005017105"], "source": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Anais da Academia Brasileira de Ci\\xeancias n.ahead 2017"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "reponame:Anais da Academia Brasileira de Ci\\xeancias"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "instname:ABC"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "instacron:ABC"}], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "Assessment of the occurrence and richness of arbuscular mycorrhizal fungal spores by direct analysis of field samples and trap culture - a comparative study"}]}
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No. of bitstreams: 0\\n  Previous issue date: 2009-12-01\\nMade available in DSpace on 2015-11-25T19:19:41Z (GMT). No. of bitstreams: 2\\nS1517-83822009000400019.pdf: 200940 bytes, checksum: 1777d3b67ffff6a12f7fd5e5d25fe530 (MD5)\\nS1517-83822009000400019.pdf.txt: 20125 bytes, checksum: 44e81b8448679e3abad7b2470dd24899 (MD5)\\n  Previous issue date: 2009-12-01\\nThis study aimed at isolating and characterizing of microorganisms able to use linamarin as sole carbon source. Thirty one microbial strains were isolated from manipueira, a liquid effluent of cassava processing factories. 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"value": ""}, "instancetype": {"classid": "0001", "classname": "Article", "schemeid": "dnet:publication_resource", "schemename": "dnet:publication_resource"}}], "dateofcollection": "2020-03-06T22:08:30.467Z", "fulltext": [], "dateoftransformation": "2020-03-08T23:25:38.587Z", "description": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "BACKGROUND The first dengue cases in Brazil with laboratory confirmation occurred in the northern region of the country, with the isolation of two serotypes, dengue virus 1 (DENV-1) and DENV-4. In Cear\\xe1, the introduction of DENV-4 was reported during a DENV-1 epidemic in 2011, with only two isolations. OBJECTIVES The aim of this study was to characterise the first DENV-4 epidemic in the state of Cear\\xe1, Brazil. METHODS The study population was composed of patients with suspected dengue that were reported to health care units from January to December 2012. The laboratory confirmation of infection was made by viral isolation, reverse transcription polymerase chain reaction (RT-PCR), AgNS1, immunohistochemistry and IgM enzyme-linked immunosorbent assay (ELISA). MAIN CONCLUSIONS In the study year, 72,211 suspected dengue cases were reported and 51,865 of these cases (71.8%) were confirmed to be positive. Co-circulation of three serotypes, DENV-1, DENV-3 and DENV-4, was detected with a predominance of DENV-4 (95.3%). Most cases were not severe, but there were 44 fatal outcomes. 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health services"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "keyword", "classname": "keyword", "schemeid": "dnet:result_subject", "schemename": "dnet:result_subject"}, "value": "Dental care"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "keyword", "classname": "keyword", "schemeid": "dnet:result_subject", "schemename": "dnet:result_subject"}, "value": "Inequalities in health care services"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "keyword", "classname": "keyword", "schemeid": "dnet:result_subject", "schemename": "dnet:result_subject"}, "value": "Health surveys"}], "embargoenddate": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "lastupdatetimestamp": 0, "author": [{"surname": "Monteiro", "name": "Camila Nascimento", "pid": [], "rank": 1, "affiliation": [], "fullname": "Monteiro, Camila Nascimento"}, {"surname": "Beenackers", "name": "Marie\\u0308lle A.", "pid": [], "rank": 2, "affiliation": [], "fullname": "Beenackers, Mari\\xeblle A."}, {"surname": "Goldbaum", "name": "Moises", "pid": [], "rank": 3, "affiliation": [], "fullname": "Goldbaum, Moises"}, {"surname": "Barros", "name": "Marilisa Berti Azevedo", "pid": [], "rank": 4, "affiliation": [], "fullname": "Barros, Marilisa Berti de Azevedo"}, {"surname": "Gianini", "name": "Reinaldo Jose\\u0301", "pid": [], "rank": 5, "affiliation": [], "fullname": "Gianini, Reinaldo Jos\\xe9"}, {"surname": "Cesar", "name": "Chester Luiz Galvao", "pid": [], "rank": 6, "affiliation": [], "fullname": "Cesar, Chester Luiz Galvao"}, {"surname": "Mackenbach", "name": "Johan P.", "pid": [], "rank": 7, "affiliation": [], "fullname": "Mackenbach, Johan P."}], "instance": [{"refereed": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "hostedby": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "key": "10|openaire____::dc6e224a8d74ce03bf301152d6e33e97", "value": "LA Referencia"}, "accessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "license": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "url": ["http://www.producao.usp.br/handle/BDPI/51184"], "distributionlocation": "", "processingchargecurrency": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2016-01-01"}, "collectedfrom": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "key": "10|openaire____::dc6e224a8d74ce03bf301152d6e33e97", "value": "LA Referencia"}, "processingchargeamount": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "instancetype": {"classid": "0001", "classname": "Article", "schemeid": "dnet:publication_resource", "schemename": "dnet:publication_resource"}}], "dateofcollection": "2018-03-09T17:53:42.107Z", "fulltext": [], "dateoftransformation": "2020-01-25T11:26:56.409Z", "description": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Abstract\\n              \\n                Background\\n                Access to, and use of, dental health services in Brazil have improved since 2003. The increase of private health care plans and the implementation of the \\u201cSmiling Brazil\\u201d Program, the largest public oral health care program in the world, could have influenced this increase in access. However, we do not yet know if inequalities in the use of dental health services persist after the improvement in access. The aims of this study are to analyze socioeconomic differences for dental health service use between 2003 and 2008 in S\\xe3o Paulo and to examine changes in these associations since the implementation of the Smiling Brazil program in 2003.\\n              \\n              \\n                Method\\n                Data was obtained via two household health surveys (ISA-Capital 2003 and ISA-Capital 2008) which investigated living conditions, lifestyle, health status and use of health care services. Logistic regression was used to analyze associations between socioeconomic factors and dental services use. Additionally, trends from 2003 to 2008 regarding socioeconomic characteristics and dental health service use were explored.\\n              \\n              \\n                Results\\n                Overall, dental health service use increased between 2003 and 2008 and was at both time points more common among those who had higher income, better education, better housing conditions, private health care plans and were Caucasian. Inequalities in use of dental health care did not decrease over time. Among the reasons for not seeking dental care, not having teeth and financial difficulty were more common in lower socioeconomic groups, while thinking it was unnecessary was more common in higher socioeconomic groups.\\n              \\n              \\n                Conclusions\\n                The Brazilian oral health policy is still in a period of expansion and seems to have contributed slightly to increased dental health service use, but has not influenced socioeconomic inequalities in the use of these services. Acquiring deeper knowledge about inequalities in dental health service use will contribute to better understanding of potential barriers to reducing them."}], "format": [], "journal": {"issnPrinted": "", "conferencedate": "", "vol": "", "conferenceplace": "", "name": "", "iss": "", "sp": "", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "", "ep": "", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2016-01-01"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "BioMed Central"}, "language": {"classid": "eng", "classname": "English", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["oai:agregador.ibict.br.RI_USP:oai:www.producao.usp.br:BDPI/51184"], "source": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "BMC Health Services Research. 2016 Dec 07;16(1):683"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "reponame:RI"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "instname:USP"}], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "Socioeconomic inequalities in dental health services in Sao Paulo, Brazil, 2003\\u20132008"}]}
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"lastupdatetimestamp": 0, "author": [{"surname": "Silva", "name": "M. C. M. Da", "pid": [], "rank": 1, "affiliation": [], "fullname": "SILVA, M.C.M. da"}, {"surname": "Mello", "name": "L. V.", "pid": [], "rank": 2, "affiliation": [], "fullname": "MELLO, L.V."}, {"surname": "Coutinho", "name": "M. V.", "pid": [], "rank": 3, "affiliation": [], "fullname": "COUTINHO, M.V."}, {"surname": "Rigden", "name": "D. J.", "pid": [], "rank": 4, "affiliation": [], "fullname": "RIGDEN, D.J."}, {"surname": "Neshich", "name": "G.", "pid": [], "rank": 5, "affiliation": [], "fullname": "NESHICH, G."}, {"surname": "Chrispeels", "name": "M. J.", "pid": [], "rank": 6, "affiliation": [], "fullname": "CHRISPEELS, M.J."}, {"surname": "Grossi-De-Sa\\u0301", "name": "M. F.", "pid": [], "rank": 7, "affiliation": [], "fullname": "GROSSI-DE-S\\xc1, M.F."}], "instance": [{"refereed": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "hostedby": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "key": "10|openaire____::dc6e224a8d74ce03bf301152d6e33e97", "value": "LA Referencia"}, "accessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "license": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "url": ["http://www.alice.cnptia.embrapa.br/handle/doc/110087", "http://ainfo.cnptia.embrapa.br/digital/bitstream/AI-SEDE/26490/1/v39n03a01.pdf"], "distributionlocation": "", "processingchargecurrency": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2004-01-01"}, "collectedfrom": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "key": "10|openaire____::dc6e224a8d74ce03bf301152d6e33e97", "value": "LA Referencia"}, "processingchargeamount": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "instancetype": {"classid": "0001", "classname": "Article", "schemeid": "dnet:publication_resource", "schemename": "dnet:publication_resource"}}], "dateofcollection": "2020-03-06T19:06:28.786Z", "fulltext": [], "dateoftransformation": "2020-03-09T11:05:49.071Z", "description": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Despite the presence of a family of defense proteins, Phaseolus vulgaris can be attacked by bruchid insects resulting in serious damage to stored grains. The two distinct active forms of a-amylase inhibitors, a-AI1 and a-AI2, in P. vulgaris show different specificity toward a-amylases. Zabrotes subfasciatus a-amylase is inhibited by a-AI2 but not by a-AI1. In contrast, porcine a-amylase is inhibited by a-AI1 but not by a-AI2. The objective of this work was to understand the molecular basis of the specificity of two inhibitors in P. vulgaris (a-AI1 and a-AI2) in relation to a-amylases. Mutants of a-AI2 were made and expressed in tobacco plants. The results showed that all the a-AI2 mutant inhibitors lost their activity against the insect a-amylases but none exhibited activity toward the mammalian a-amylase. The replacement of His33 of a-AI2 with the a-AI1-like sequence Ser-Tyr-Asn abolished inhibition of Z. subfasciatus a-amylase. From structural modeling, the conclusion is that the size and complexity of the amylase-inhibitor interface explain why mutation of the N-terminal loop and resultant abolition of Z. subfasciatus a-amylase inhibition are not accompanied by gain of inhibitory activity against porcine a-amylase.\\nMade available in DSpace on 2011-04-09T12:30:48Z (GMT). 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The two distinct active forms of a-amylase inhibitors, a-AI1 and a-AI2, in P. vulgaris show different specificity toward a-amylases. Zabrotes subfasciatus a-amylase is inhibited by a-AI2 but not by a-AI1. In contrast, porcine a-amylase is inhibited by a-AI1 but not by a-AI2. The objective of this work was to understand the molecular basis of the specificity of two inhibitors in P. vulgaris (a-AI1 and a-AI2) in relation to a-amylases. Mutants of a-AI2 were made and expressed in tobacco plants. The results showed that all the a-AI2 mutant inhibitors lost their activity against the insect a-amylases but none exhibited activity toward the mammalian a-amylase. The replacement of His33 of a-AI2 with the a-AI1-like sequence Ser-Tyr-Asn abolished inhibition of Z. subfasciatus a-amylase. From structural modeling, the conclusion is that the size and complexity of the amylase-inhibitor interface explain why mutation of the N-terminal loop and resultant abolition of Z. subfasciatus a-amylase inhibition are not accompanied by gain of inhibitory activity against porcine a-amylase."}], "format": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "text/html"}], "journal": {"issnPrinted": "", "conferencedate": "", "vol": "", "conferenceplace": "", "name": "", "iss": "", "sp": "", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "", "ep": "", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2004-03-01"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Pesquisa Agropecu\\xe1ria Brasileira"}, "language": {"classid": "eng", "classname": "English", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["oai:scielo:S0100-204X2004000300001"], "source": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Pesquisa Agropecu\\xe1ria Brasileira v.39 n.3 2004"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "reponame:Pesquisa Agropecu\\xe1ria Brasileira"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "instname:EMBRAPA"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "instacron:EMBRAPA"}], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "Mutants of common bean alpha-amylase inhibitor-2 as an approach to investigate binding specificity to alpha-amylases"}]}
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R.", "pid": [], "rank": 1, "affiliation": [], "fullname": "Fagundes,Nelson J.R."}, {"surname": "Tagliani-Ribeiro", "name": "Alice", "pid": [], "rank": 2, "affiliation": [], "fullname": "Tagliani-Ribeiro,Alice"}, {"surname": "Rubicz", "name": "Rohina", "pid": [], "rank": 3, "affiliation": [], "fullname": "Rubicz,Rohina"}, {"surname": "Tarskaia", "name": "Larissa", "pid": [], "rank": 4, "affiliation": [], "fullname": "Tarskaia,Larissa"}, {"surname": "Crawford", "name": "Michael H.", "pid": [], "rank": 5, "affiliation": [], "fullname": "Crawford,Michael H."}, {"surname": "Salzano", "name": "Francisco M.", "pid": [], "rank": 6, "affiliation": [], "fullname": "Salzano,Francisco M."}, {"surname": "Bonatto", "name": "Sandro L.", "pid": [], "rank": 7, "affiliation": [], "fullname": "Bonatto,Sandro L."}], "instance": [{"refereed": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "hostedby": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "key": "10|openaire____::dc6e224a8d74ce03bf301152d6e33e97", "value": "LA Referencia"}, "accessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "license": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "url": ["http://www.scielo.br/scielo.php?script=sci_arttext&pid=S1415-47572018000200206"], "distributionlocation": "", "processingchargecurrency": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2018-01-01"}, "collectedfrom": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "key": "10|openaire____::dc6e224a8d74ce03bf301152d6e33e97", "value": "LA Referencia"}, "processingchargeamount": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "instancetype": {"classid": "0001", "classname": "Article", "schemeid": "dnet:publication_resource", "schemename": "dnet:publication_resource"}}], "dateofcollection": "2020-03-06T21:36:42.698Z", "fulltext": [], "dateoftransformation": "2020-03-09T20:29:55.327Z", "description": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Abstract In spite of many genetic studies that contributed for a deep knowledge about the peopling of the Americas, no consensus has emerged about important parameters such as the effective size of the Native Americans founder population. Previous estimates based on genomic datasets may have been biased by the use of admixed individuals from Latino populations, while other recent studies using samples from Native American individuals relied on approximated analytical approaches. In this study we use resequencing data for nine independent regions in a set of Native American and Siberian individuals and a full-likelihood approach based on isolation-with-migration scenarios accounting for recent flow between Asian and Native American populations. Our results suggest that, in agreement with previous studies, the effective size of the Native American population was small, most likely in the order of a few hundred individuals, with point estimates close to 250 individuals, even though credible intervals include a number as large as ~4,000 individuals. Recognizing the size of the genetic bottleneck during the peopling of the Americas is important for determining the extent of genetic markers needed to characterize Native American populations in genome-wide studies and to evaluate the adaptive potential of genetic variants in this population."}], "format": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "text/html"}], "journal": {"issnPrinted": "", "conferencedate": "", "vol": "", "conferenceplace": "", "name": "", "iss": "", "sp": "", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "", "ep": "", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2018-01-01"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Sociedade Brasileira de Gen\\xe9tica"}, "language": {"classid": "eng", "classname": "English", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["oai:scielo:S1415-47572018000200206"], "source": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Genetics and Molecular Biology v.41 n.1 suppl.1 2018"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "reponame:Genetics and Molecular Biology"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "instname:SBG"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "instacron:SBG"}], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "How strong was the bottleneck associated to the peopling of the Americas? 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No. of bitstreams: 1\\nwos2012-2315_en.pdf: 1140692 bytes, checksum: 5d0dfabfd91477f637f156297db56f46 (MD5)\\n  Previous issue date: 2012\\nCoordenacao de Aperfeicoamento de Pessoal de Nivel Superior (CAPES)\\nCoordenacao de Aperfeicoamento de Pessoal de Nivel Superior (CAPES)\\nObjectives: This study evaluated subcutaneous tissue response to Aroeira (Myracrodruon urundeuva) extract employing edemogenic and histological analyses. Material and methods: Test groups consisted of aqueous and ethanolic Aroeira extracts and saline (control). For groups consisted of aqueous and ethanolic Aroeira extracts and saline Blue. After 30 min, the extracts and saline were injected on the dorsum of the rats, which were then sacrificed after 3 and 6 h. Readings were performed in a spectrophotometer. For subcutaneous implantation, 30 rats received a polyethylene tube containing the extracts on their dorsum and then they were killed after 7 and 28 days. The samples were processed for histological analysis and evaluated with a light microscope. The inflammatory infiltrate was quantified. Results: There were no statistically significant differences between aqueous extract and saline groups in relation to edema quantification in the different periods (p &gt; 0.05). Ethanolic solution resulted in more edema independently of the experimental period (p &lt; 0.05). Histological analysis showed similar results on the 7-day period for the 3 groups. There was a notable reduction on inflammatory cell number for saline and aqueous extract groups at 28 days. 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No. of bitstreams: 0\\n  Previous issue date: 1998\\nMade available in DSpace on 2015-11-26T15:21:42Z (GMT). No. of bitstreams: 0\\n  Previous issue date: 1998\\nWe show that pulsar velocities may arise from anisotropic neutrino emission induced by resonant conversions of massless neutrinos in the presence of a strong magnetic field. The main ingredient is a small weak universality violation and neither neutrino masses nor magnetic moments are required.\\n81\\n12\\n2412\\n2415\\nLyne, A.G., Lorimer, D.R., (1994) Nature (London), 369, p. 127\\nChugai, N.N., (1984) Sov. Astron. Lett., 10, p. 87\\nVilenkin, A., (1995) Astrophys. J., 451, p. 700. , Dong Lai and Y.-Z. Qian, astro-ph/9712043\\nKusenko, A., Segre, G., (1996) Phys. Rev. Lett., 77, p. 4872\\nMikheyev, M., Smirnov, A., (1986) Sov. J. Nucl. Phys., 42, p. 913\\nWolfenstein, L., (1978) Phys. Rev. D, 17, p. 2369\\n(1979) Phys. Rev. D, 20, p. 2634\\nD'Olivo, J.C., Nieves, J.F., Pal, P.B., (1989) Phys. Rev. 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(Myracrodruon urundeuva) extract employing edemogenic and histological analyses. Material and methods: Test groups consisted of aqueous and ethanolic Aroeira extracts and saline (control). For groups consisted of aqueous and ethanolic Aroeira extracts and saline Blue. After 30 min, the extracts and saline were injected on the dorsum of the rats, which were then sacrificed after 3 and 6 h. Readings were performed in a spectrophotometer. For subcutaneous implantation, 30 rats received a polyethylene tube containing the extracts on their dorsum and then they were killed after 7 and 28 days. The samples were processed for histological analysis and evaluated with a light microscope. The inflammatory infiltrate was quantified. Results: There were no statistically significant differences between aqueous extract and saline groups in relation to edema quantification in the different periods (p &gt; 0.05). Ethanolic solution resulted in more edema independently of the experimental period (p &lt; 0.05). Histological analysis showed similar results on the 7-day period for the 3 groups. There was a notable reduction on inflammatory cell number for saline and aqueous extract groups at 28 days. 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The two distinct active forms of a-amylase inhibitors, a-AI1 and a-AI2, in P. vulgaris show different specificity toward a-amylases. Zabrotes subfasciatus a-amylase is inhibited by a-AI2 but not by a-AI1. In contrast, porcine a-amylase is inhibited by a-AI1 but not by a-AI2. The objective of this work was to understand the molecular basis of the specificity of two inhibitors in P. vulgaris (a-AI1 and a-AI2) in relation to a-amylases. Mutants of a-AI2 were made and expressed in tobacco plants. The results showed that all the a-AI2 mutant inhibitors lost their activity against the insect a-amylases but none exhibited activity toward the mammalian a-amylase. The replacement of His33 of a-AI2 with the a-AI1-like sequence Ser-Tyr-Asn abolished inhibition of Z. subfasciatus a-amylase. From structural modeling, the conclusion is that the size and complexity of the amylase-inhibitor interface explain why mutation of the N-terminal loop and resultant abolition of Z. subfasciatus a-amylase inhibition are not accompanied by gain of inhibitory activity against porcine a-amylase.\\nMade available in DSpace on 2011-04-09T17:31:39Z (GMT). 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"schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "key": "10|openaire____::dc6e224a8d74ce03bf301152d6e33e97", "value": "LA Referencia"}, "processingchargeamount": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "instancetype": {"classid": "0001", "classname": "Article", "schemeid": "dnet:publication_resource", "schemename": "dnet:publication_resource"}}], "dateofcollection": "2019-03-21T08:33:28.468Z", "fulltext": [], "dateoftransformation": "2020-01-25T15:56:34.969Z", "description": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Submitted by Biomed Central (biomedcentral@sibi.usp.br) on 2016-12-07T19:04:39Z\\nNo. of bitstreams: 1\\n12913_2016_Article_1928.pdf: 448641 bytes, checksum: 476068e13972398a4cf2ac850756e91e (MD5)\\nMade available in DSpace on 2016-12-07T19:04:39Z (GMT). No. of bitstreams: 1\\n12913_2016_Article_1928.pdf: 448641 bytes, checksum: 476068e13972398a4cf2ac850756e91e (MD5)\\n  Previous issue date: 2016-12-07\\nS\\xe3o Paulo Research Foundation-FAPESP. Process 2012/214153-0 and\\n2013/26687-2.\\nNational Council for Scientific and Technological Development (CNPq).\\nThe surveys were financed by the Municipal Health Secretary of S\\xe3o Paulo.\\nResearchers from three universities in S\\xe3o Paulo state (University of Sao\\nPaulo, University of Campinas and University of the State of S\\xe3o Paulo)\\nparticipated in administering the surveys.\\nAbstract\\n              \\n                Background\\n                Access to, and use of, dental health services in Brazil have improved since 2003. The increase of private health care plans and the implementation of the \\u201cSmiling Brazil\\u201d Program, the largest public oral health care program in the world, could have influenced this increase in access. However, we do not yet know if inequalities in the use of dental health services persist after the improvement in access. The aims of this study are to analyze socioeconomic differences for dental health service use between 2003 and 2008 in S\\xe3o Paulo and to examine changes in these associations since the implementation of the Smiling Brazil program in 2003.\\n              \\n              \\n                Method\\n                Data was obtained via two household health surveys (ISA-Capital 2003 and ISA-Capital 2008) which investigated living conditions, lifestyle, health status and use of health care services. Logistic regression was used to analyze associations between socioeconomic factors and dental services use. Additionally, trends from 2003 to 2008 regarding socioeconomic characteristics and dental health service use were explored.\\n              \\n              \\n                Results\\n                Overall, dental health service use increased between 2003 and 2008 and was at both time points more common among those who had higher income, better education, better housing conditions, private health care plans and were Caucasian. Inequalities in use of dental health care did not decrease over time. Among the reasons for not seeking dental care, not having teeth and financial difficulty were more common in lower socioeconomic groups, while thinking it was unnecessary was more common in higher socioeconomic groups.\\n              \\n              \\n                Conclusions\\n                The Brazilian oral health policy is still in a period of expansion and seems to have contributed slightly to increased dental health service use, but has not influenced socioeconomic inequalities in the use of these services. Acquiring deeper knowledge about inequalities in dental health service use will contribute to better understanding of potential barriers to reducing them."}], "format": [], "journal": {"issnPrinted": "", "conferencedate": "", "vol": "", "conferenceplace": "", "name": "", "iss": "", "sp": "", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "", "ep": "", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2016-01-01"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "BioMed Central"}, "language": {"classid": "eng", "classname": "English", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["oai:www.producao.usp.br:BDPI/51184"], "source": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "reponame:Reposit\\xf3rio Institucional da USP"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "instname:Universidade de S\\xe3o Paulo"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "instacron:USP"}], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "Socioeconomic inequalities in dental health services in Sao Paulo, Brazil, 2003\\u20132008"}]}
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No. of bitstreams: 1\\n000391882500001.pdf: 441415 bytes, checksum: f66ad4c53af317f4f6cec06ac56dfea6 (MD5)\\n  Previous issue date: 2016\\nAccess to, and use of, dental health services in Brazil have improved since 2003. The increase of private health care plans and the implementation of the \"Smiling Brazil\" Program, the largest public oral health care program in the world, could have influenced this increase in access. However, we do not yet know if inequalities in the use of dental health services persist after the improvement in access. The aims of this study are to analyze socioeconomic differences for dental health service use between 2003 and 2008 in Sao Paulo and to examine changes in these associations since the implementation of the Smiling Brazil program in 2003. Method: Data was obtained via two household health surveys (ISA-Capital 2003 and ISA-Capital 2008) which investigated living conditions, lifestyle, health status and use of health care services. Logistic regression was used to analyze associations between socioeconomic factors and dental services use. Additionally, trends from 2003 to 2008 regarding socioeconomic characteristics and dental health service use were explored. Results: Overall, dental health service use increased between 2003 and 2008 and was at both time points more common among those who had higher income, better education, better housing conditions, private health care plans and were Caucasian. Inequalities in use of dental health care did not decrease over time. Among the reasons for not seeking dental care, not having teeth and financial difficulty were more common in lower socioeconomic groups, while thinking it was unnecessary was more common in higher socioeconomic groups. Conclusions: The Brazilian oral health policy is still in a period of expansion and seems to have contributed slightly to increased dental health service use, but has not influenced socioeconomic inequalities in the use of these services. Acquiring deeper knowledge about inequalities in dental health service use will contribute to better understanding of potential barriers to reducing them.\\n16\\nFunda\\xe7\\xe3o de Amparo \\xe0 Pesquisa do Estado de S\\xe3o Paulo (FAPESP)\\nConselho Nacional de Desenvolvimento Cient\\xedfico e Tecnol\\xf3gico (CNPq)"}], "format": [], "journal": {"issnPrinted": "", "conferencedate": "", "vol": "", "conferenceplace": "", "name": "", "iss": "", "sp": "", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "", "ep": "", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2016-01-01"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "London"}, "language": {"classid": "eng", "classname": "English", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["oai:repositorio.unicamp.br:REPOSIP/327731"], "source": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "WOS"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "reponame:Reposit\\xf3rio Institucional da Unicamp"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "instname:Universidade Estadual de Campinas"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "instacron:UNICAMP"}], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "Socioeconomic Inequalities In Dental Health Services In Sao Paulo, Brazil, 2003-2008"}]}
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The two distinct active forms of a-amylase inhibitors, a-AI1 and a-AI2, in P. vulgaris show different specificity toward a-amylases. Zabrotes subfasciatus a-amylase is inhibited by a-AI2 but not by a-AI1. In contrast, porcine a-amylase is inhibited by a-AI1 but not by a-AI2. The objective of this work was to understand the molecular basis of the specificity of two inhibitors in P. vulgaris (a-AI1 and a-AI2) in relation to a-amylases. Mutants of a-AI2 were made and expressed in tobacco plants. The results showed that all the a-AI2 mutant inhibitors lost their activity against the insect a-amylases but none exhibited activity toward the mammalian a-amylase. The replacement of His33 of a-AI2 with the a-AI1-like sequence Ser-Tyr-Asn abolished inhibition of Z. subfasciatus a-amylase. 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Thirty one microbial strains were isolated from manipueira, a liquid effluent of cassava processing factories. Among these strains, Bacillus licheniformis (isolate 2_2) and Rhodotorulla glutinis (isolate L1) were able to degrade 71% and 95% of added linamarin, respectively, within 7 days, showing high biodegradation activity and great potential for detoxification of cassava processing wastewaters."}], "format": [], "journal": {"issnPrinted": "", "conferencedate": "", "vol": "", "conferenceplace": "", "name": "", "iss": "", "sp": "", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "", "ep": "", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2009-12-01"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Sociedade Brasileira de Microbiologia"}, "language": {"classid": "eng", "classname": "English", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["oai:agregador.ibict.br.RI_UNICAMP:oai:repositorio.unicamp.br:REPOSIP/27549"], "source": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "SciELO"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Brazilian Journal of Microbiology. Sociedade Brasileira de Microbiologia, v. 40, n. 4, p. 879-883, 2009."}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "reponame:RI"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "instname:UNICAMP"}], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "In vitro degradation of linamarin by microorganisms isolated from cassava wastewater treatment lagoons"}]}
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"trust": ""}, "key": "10|openaire____::dc6e224a8d74ce03bf301152d6e33e97", "value": "LA Referencia"}, "processingchargeamount": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "instancetype": {"classid": "0001", "classname": "Article", "schemeid": "dnet:publication_resource", "schemename": "dnet:publication_resource"}}], "dateofcollection": "2020-03-06T20:12:56.168Z", "fulltext": [], "dateoftransformation": "2020-03-10T16:26:15.429Z", "description": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value":"OBJECTIVES: This study evaluated subcutaneous tissue response to Aroeira (Myracrodruon urundeuva) extract employing edemogenic and histological analyses. MATERIAL AND METHODS: Test groups consisted of aqueous and ethanolic Aroeira extracts and saline (control). For edema quantification, 18 rats received an intravenous injection of Evan's Blue. After 30 min, the extracts and saline were injected on the dorsum of the rats, which were then sacrificed after 3 and 6 h. Readings were performed in a spectrophotometer. For subcutaneous implantation, 30 rats received a polyethylene tube containing the extracts on their dorsum and then they were killed after 7 and 28 days. The samples were processed for histological analysis and evaluated with a light microscope. The inflammatory infiltrate was quantified. RESULTS: There were no statistically significant differences between aqueous extract and saline groups in relation to edema quantification in the different periods (p&gt;0.05). Ethanolic solution resulted in more edema independently of the experimental period (p<0.05). Histological analysis showed similar results on the 7-day period for the 3 groups. There was a notable reduction on inflammatory cell number for saline and aqueous extract groups at 28 days. 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M.", "pid": [], "rank": 5, "affiliation": [], "fullname": "Duan,J.M."}], "instance": [{"refereed": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "hostedby": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "key": "10|openaire____::dc6e224a8d74ce03bf301152d6e33e97", "value": "LA Referencia"}, "accessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "license": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "url": ["http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0100-879X2016001000604"], "distributionlocation": "", "processingchargecurrency": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2016-01-01"}, "collectedfrom": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "key": "10|openaire____::dc6e224a8d74ce03bf301152d6e33e97", "value": "LA Referencia"}, "processingchargeamount": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "instancetype": {"classid": "0001", "classname": "Article", "schemeid": "dnet:publication_resource", "schemename": "dnet:publication_resource"}}], "dateofcollection": "2020-03-06T22:41:01.672Z", "fulltext": [], "dateoftransformation": "2020-03-10T17:29:59.507Z", "description": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Stem cells from human exfoliated deciduous teeth (SHEDs) have great potential to treat various dental-related diseases in regenerative medicine. They are usually maintained with 10% fetal bovine serum (FBS) in vitro. Modified platelet-rich plasma (mPRP) would be a safe alternative to 10% FBS during SHEDs culture. Therefore, our study aimed to compare the proliferation and differentiation of SHEDs cultured in mPRP and FBS medium to explore an optimal concentration of mPRP for SHEDs maintenance. Platelets were harvested by automatic blood cell analyzer and activated by repeated liquid nitrogen freezing and thawing. The platelet-related cytokines were examined and analyzed by ELISA. SHEDs were extracted and cultured with different concentrations of mPRP or 10% FBS medium. Alkaline phosphatase (ALP) activity was measured. Mineralization factors, RUNX2 and OCN, were measured by real-time PCR. SHEDs were characterized with mesenchymal stem cells (MSCs) markers including vimentin, CD44, and CD105. mPRP at different concentrations (2, 5, 10, and 20%) enhanced the growth of SHEDs. Moreover, mPRP significantly stimulated ALP activity and promoted expression of RUNX2 and OCN compared with 10% FBS. mPRP could efficiently facilitate proliferation and differentiation of SHEDs, and 2% mPRP would be an optimal substitute for 10% FBS during SHEDs expansion and differentiation in clinical scale manufacturing."}], "format": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "text/html"}], "journal": {"issnPrinted": "", "conferencedate": "", "vol": "", "conferenceplace": "", "name": "", "iss": "", "sp": "", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "", "ep": "", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2016-01-01"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Associa\\xe7\\xe3o Brasileira de Divulga\\xe7\\xe3o Cient\\xedfica"}, "language": {"classid": "eng", "classname": "English", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["oai:scielo:S0100-879X2016001000604"], "source": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Brazilian Journal of Medical and Biological Research v.49 n.10 2016"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "reponame:Brazilian Journal of Medical and Biological Research"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "instname:ABDC"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "instacron:ABDC"}], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "Investigation of modified platelet-rich plasma (mPRP) in promoting the proliferation and differentiation of dental pulp stem cells from deciduous teeth"}]}
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"collectedfrom": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "key": "10|openaire____::dc6e224a8d74ce03bf301152d6e33e97", "value": "LA Referencia"}], "id": "50|lareferencia::ecbd7f91aa73268b8d3dfb4493862b0c", "subject": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "keyword", "classname": "keyword", "schemeid": "dnet:result_subject", "schemename": "dnet:result_subject"}, "value": "Incisor"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "keyword", "classname": "keyword", "schemeid": "dnet:result_subject", "schemename": "dnet:result_subject"}, "value": "Cleft lip"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "keyword", "classname": "keyword", "schemeid": "dnet:result_subject", "schemename": "dnet:result_subject"}, "value": "Cleft palate"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "keyword", "classname": "keyword", "schemeid": "dnet:result_subject", "schemename": "dnet:result_subject"}, "value": "Oral rehabilitation"}], "embargoenddate": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "lastupdatetimestamp": 0, "author": [{"surname": "Tereza", "name": "Guida Paola Genovez", "pid": [], "rank": 1, "affiliation": [], "fullname": "Tereza,Guida Paola Genovez"}, {"surname": "Santos", "name": "Marcos Anto\\u0302nio Corre\\u0302a Dos", "pid": [], "rank": 2, "affiliation": [], "fullname": "Santos,Marcos Ant\\xf4nio Corr\\xeaa dos"}, {"surname": "Winckler", "name": "Vivian Patricia Saldias Vargas", "pid": [], "rank": 3, "affiliation": [], "fullname": "Winckler,Vivian Patricia Saldias Vargas"}, {"surname": "Almeida", "name": "Ana Lu\\u0301cia Pompeia Fraga", "pid": [], "rank": 4, "affiliation": [], "fullname": "Almeida,Ana L\\xfacia Pompeia Fraga de"}, {"surname": "Dalben", "name": "Gisele Da Silva", "pid": [], "rank": 5, "affiliation": [], "fullname": "Dalben,Gisele da Silva"}], "instance": [{"refereed": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "hostedby": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "key": "10|openaire____::dc6e224a8d74ce03bf301152d6e33e97", "value": "LA Referencia"}, "accessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "license": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "url": ["http://www.scielo.br/scielo.php?script=sci_arttext&pid=S1678-77572018000100438"], "distributionlocation": "", "processingchargecurrency": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2018-01-01"}, "collectedfrom": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "key": "10|openaire____::dc6e224a8d74ce03bf301152d6e33e97", "value": "LA Referencia"}, "processingchargeamount": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", 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Material and Methods The study was conducted on a tertiary craniofacial center and comprised retrospective analysis of panoramic and periapical radiographs of Caucasoid individuals with non-syndromic complete unilateral cleft lip and palate, analyzing all radiographs available on the records of each individual, from the first to the last up to 12 years of age. Overall, 2,826 records were reviewed to achieve a sample of 1,000 individuals. Among these, 487 individuals presented the permanent lateral incisors on both cleft and non-cleft sides, which were included in this study.  Results The results were evaluated in percentages and by descriptive statistics. The association between maintenance of the lateral incisor and timing of alveolar bone graft were analyzed by the t test. Among the 487 individuals, 265 had not completed treatment, 62 presented insufficient information, and 44 concluded the treatment elsewhere. Among the remaining 116 individuals, the lateral incisor was extracted from 88 (75.86%) of them on the cleft side (CS) and from 23 (19.83%) people on the non-cleft side (NCS). The age at accomplishment of alveolar bone graft was significantly associated with maintenance of the lateral incisor on the cleft side (p<0.01). Most extractions were indicated because of the inadequate positioning on the CS and for midline correction on the NCS. Rehabilitation was primarily completed by orthodontic movement (53 individuals on the CS and 13 individuals on the NCS).  Conclusion In conclusion, the lateral incisor on the cleft side was not maintained in most individuals. Positive relationship was observed between extraction of the lateral incisor and age at accomplishment of the alveolar bone graft, suggesting the need to anticipate the initial radiographic evaluation to enhance its maintenance and reduce the procedures required for rehabilitation."}], "format": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "text/html"}], "journal": {"issnPrinted": "", "conferencedate": "", "vol": "", "conferenceplace": "", "name": "", "iss": "", "sp": "", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "", "ep": "", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2018-01-01"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Faculdade De Odontologia De Bauru - USP"}, "language": {"classid": "eng", "classname": "English", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["oai:scielo:S1678-77572018000100438"], "source": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Journal of Applied Oral Science v.26 2018"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "reponame:Journal of Applied Oral Science"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "instname:Universidade de S\\xe3o Paulo"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "instacron:USP"}], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "The maxillary lateral incisor in the rehabilitation of cleft lip and palate"}]}
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"Eloi", "pid": [], "rank": 2, "affiliation": [], "fullname": "Dezan Junior,Eloi"}, {"surname": "Gomes-Filho", "name": "Joa\\u0303o Eduardo", "pid": [], "rank": 3, "affiliation": [], "fullname": "Gomes-Filho,Jo\\xe3o Eduardo"}, {"surname": "Cintra", "name": "Luciano Tavares Angelo", "pid": [], "rank": 4, "affiliation": [], "fullname": "Cintra,Luciano Tavares Angelo"}, {"surname": "Ruvie\\u0301re", "name": "Denise Belucio", "pid": [], "rank": 5, "affiliation": [], "fullname": "Ruvi\\xe9re,Denise Belucio"}, {"surname": "Zoccal", "name": "Renata", "pid": [], "rank": 6, "affiliation": [], "fullname": "Zoccal,Renata"}, {"surname": "Damante", "name": "Carla Andreotti", "pid": [], "rank": 7, "affiliation": [], "fullname": "Damante,Carla Andreotti"}, {"surname": "Jardim Junior", "name": "Elerson Gaetti", "pid": [], "rank": 8, "affiliation": [], "fullname": "Jardim Junior,Elerson Gaetti"}], "instance": [{"refereed": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": 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{"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2012-08-01"}, "collectedfrom": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "key": "10|openaire____::dc6e224a8d74ce03bf301152d6e33e97", "value": "LA Referencia"}, "processingchargeamount": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": 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MATERIAL AND METHODS: Test groups consisted of aqueous and ethanolic Aroeira extracts and saline (control). For edema quantification, 18 rats received an intravenous injection of Evan's Blue. After 30 min, the extracts and saline were injected on the dorsum of the rats, which were then sacrificed after 3 and 6 h. Readings were performed in a spectrophotometer. For subcutaneous implantation, 30 rats received a polyethylene tube containing the extracts on their dorsum and then they were killed after 7 and 28 days. The samples were processed for histological analysis and evaluated with a light microscope. The inflammatory infiltrate was quantified. RESULTS: There were no statistically significant differences between aqueous extract and saline groups in relation to edema quantification in the different periods (p&gt;0.05). Ethanolic solution resulted in more edema independently of the experimental period (p<0.05). Histological analysis showed similar results on the 7-day period for the 3 groups. There was a notable reduction on inflammatory cell number for saline and aqueous extract groups at 28 days. CONCLUSION: The aqueous extract showed biocompatible properties similar to those of saline."}], "format": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "text/html"}], "journal": {"issnPrinted": "", "conferencedate": "", "vol": "", "conferenceplace": "", "name": "", "iss": "", "sp": "", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "", "ep": "", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2012-08-01"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Faculdade De Odontologia De Bauru - USP"}, "language": {"classid": "eng", "classname": "English", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["oai:periodicos.ibict.br.JournalofAppliedOralScience:oai:scielo:S1678-77572012000400005"], "source": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Journal of Applied Oral Science v.20 n.4 2012"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "reponame:Faculdade De Odontologia De Bauru - USP"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "instname:USP"}], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "Evaluation of tissue reaction to Aroeira (Myracrodruon urundeuva) extracts: a histologic and edemogenic study"}]}
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The increase of private health care plans and the implementation of the \"Smiling Brazil\" Program, the largest public oral health care program in the world, could have influenced this increase in access. However, we do not yet know if inequalities in the use of dental health services persist after the improvement in access. The aims of this study are to analyze socioeconomic differences for dental health service use between 2003 and 2008 in S\\xe3o Paulo and to examine changes in these associations since the implementation of the Smiling Brazil program in 2003. __Method:__ Data was obtained via two household health surveys (ISA-Capital 2003 and ISA-Capital 2008) which investigated living conditions, lifestyle, health status and use of health care services. Logistic regression was used to analyze associations between socioeconomic factors and dental services use. 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A large variety of studies suggest that biofilm formation by NTHi may be an important step in the pathogenesis of this bacterium. However, the underlying mechanisms involved in this process are poorly elucidated. In this study, we used a transposon mutant library to identify bacterial genes involved in biofilm formation. The growth and biofilm formation of 4,172 transposon mutants were determined, and the involvement of the identified genes in biofilm formation was validated in in vitro experiments. Here, we present experimental data showing that increased bacterial lysis, through interference with peptidoglycan synthesis, results in elevated levels of extracellular DNA, which increased biofilm formation. Interestingly, similar results were obtained with subinhibitory concentrations of beta-lactam antibiotics, known to interfere with peptidoglycan synthesis, but such an effect does not appear with other classes of antibiotics. These results indicate that treatment with beta-lactam antibiotics, especially for beta-lactam-resistant NTHi isolates, might increase resistance to antibiotics by increasing biofilm formation. IMPORTANCE Most, if not all, bacteria form a biofilm, a multicellular structure that protects them from antimicrobial actions of the host immune system and affords resistance to antibiotics. The latter is especially disturbing with the increase in multiresistant bacterial clones worldwide. Bacterial biofilm formation is a multistep process that starts with surface adhesion, after which attached bacteria divide and give rise to biomass. The actual steps required for Haemophilus influenzae biofilm formation are largely not known. We show that interference with peptidoglycan biosynthesis increases biofilm formation because of the release of bacterial genomic DNA. Subinhibitory concentrations of beta-lactam antibiotics, which are often prescribed to treat H. influenzae infections, increase biofilm formation through a similar mechanism. 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L.", "pid": [], "rank": 1, "affiliation": [], "fullname": "Calus, Mario P.L."}, {"surname": "Bouwman", "name": "Aniek C.", "pid": [], "rank": 2, "affiliation": [], "fullname": "Bouwman, Aniek C."}, {"surname": "Schrooten", "name": "Chris", "pid": [], "rank": 3, "affiliation": [], "fullname": "Schrooten, Chris"}, {"surname": "Veerkamp", "name": "Roel F.", "pid": [], "rank": 4, "affiliation": [], "fullname": "Veerkamp, Roel F."}], "instance": [{"refereed": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "hostedby": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "key": "10|opendoar____::d709f38ef758b5066ef31b18039b8ce5", "value": "Wageningen Yield"}, "accessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "license": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "url": ["http://library.wur.nl/WebQuery/wurpubs/506654", "http://library.wur.nl/WebQuery/wurpubs/506654"], "distributionlocation": "", "processingchargecurrency": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2016-01-01"}, "collectedfrom": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "key": "10|openaire____::fdb035c8b3e0540a8d9a561a6c44f4de", "value": "NARCIS"}, "processingchargeamount": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "instancetype": {"classid": "0001", "classname": "Article", "schemeid": "dnet:publication_resource", "schemename": "dnet:publication_resource"}}], "dateofcollection": "2020-02-05T08:34:35.04Z", "fulltext": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "https://edepot.wur.nl/388029"}], "dateoftransformation": "2020-03-13T13:08:28.788Z", "description": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "<p>Background: Use of whole-genome sequence data is expected to increase persistency of genomic prediction across generations and breeds but affects model performance and requires increased computing time. In this study, we investigated whether the split-and-merge Bayesian stochastic search variable selection (BSSVS) model could overcome these issues. BSSVS is performed first on subsets of sequence-based variants and then on a merged dataset containing variants selected in the first step. Results: We used a dataset that included 4,154,064 variants after editing and de-regressed proofs for 3415 reference and 2138 validation bulls for somatic cell score, protein yield and interval first to last insemination. In the first step, BSSVS was performed on 106 subsets each containing ~39,189 variants. In the second step, 1060 up to 472,492 variants, selected from the first step, were included to estimate the accuracy of genomic prediction. Accuracies were at best equal to those achieved with the commonly used Bovine 50k-SNP chip, although the number of variants within a few well-known quantitative trait loci regions was considerably enriched. When variant selection and the final genomic prediction were performed on the same data, predictions were biased. Predictions computed as the average of the predictions computed for each subset achieved the highest accuracies, i.e. 0.5 to 1.1 % higher than the accuracies obtained with the 50k-SNP chip, and yielded the least biased predictions. Finally, the accuracy of genomic predictions obtained when all sequence-based variants were included was similar or up to 1.4 % lower compared to that based on the average predictions across the subsets. By applying parallelization, the split-and-merge procedure was completed in 5 days, while the standard analysis including all sequence-based variants took more than three months. Conclusions: The split-and-merge approach splits one large computational task into many much smaller ones, which allows the use of parallel processing and thus efficient genomic prediction based on whole-genome sequence data. The split-and-merge approach did not improve prediction accuracy, probably because we used data on a single breed for which relationships between individuals were high. Nevertheless, the split-and-merge approach may have potential for applications on data from multiple breeds.</p>"}], "format": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "application/octet-stream"}], "journal": {"issnPrinted": "", "conferencedate": "", "vol": "", "conferenceplace": "", "name": "", "iss": "", "sp": "", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "", "ep": "", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2016-01-01"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "language": {"classid": "eng", "classname": "English", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["wur:oai:library.wur.nl:wurpubs/506654"], "source": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Genetics, Selection, Evolution, 48(1)"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "urn:issn:0999-193X"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "VOLUME=48;ISSUE=1;ISSN=0999-193X;TITLE=Genetics, Selection, Evolution"}], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "Efficient genomic prediction based on whole-genome sequence data using split-and-merge Bayesian variable selection"}]}
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Warmer and relatively arid conditions prevailed during the Medieval Climate Anomaly (MCA, ca. 900-1300 AD), with a significant development of xerophytes and Mediterranean vegetation and limited deciduous tree formations (mesophytes). The Little Ice Age (LIA, 1300-1800 AD) was generally colder and moister, with an expansion of deciduous taxa and cold-adapted montane conifers. Two major phases occurred within this period: (i) a transition MCA-LIA, characterized by fluctuating, moist conditions and relatively cold temperatures (ca. 1300 and 1600 AD); and (ii) a second period, characterized by the coldest and most humid conditions, coinciding with maximum (recent) glacier advances (ca. 1600-1800 AD). Glaciers retreated after the LIA when warmer and more arid conditions dominated, interrupted by a short-living cooling episode during the late 19th to early 20th centuries. Some records suggest a response to solar activity with colder and slightly moister conditions during solar minima. 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Here, we synthesized a new series of piperazine-containing benzothiazinones (PBTZ) and show that, like BTZ043, the preclinical candidate PBTZ169 binds covalently to DprE1. The crystal structure of the DprE1-PBTZ169 complex reveals formation of a semimercaptal adduct with Cys387 in the active site and explains the irreversible inactivation of the enzyme. Compared to BTZ043, PBTZ169 has improved potency, safety and efficacy in zebrafish and mouse models of tuberculosis (TB). When combined with other TB drugs, PBTZ169 showed additive activity against M. tuberculosis in vitro except with bedaquiline (BDQ) where synergy was observed. A new regimen comprising PBTZ169, BDQ and pyrazinamide was found to be more efficacious than the standard three drug treatment in a murine model of chronic disease. 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Mental health problems are a worldwide public health burden. Among adults some evidence suggests that physical activity is a protective factor in relation to mental health problems. The same body of literature is not present among adolescents. With regard to prevention of mental health problems it is important to identify vulnerable groups that need special attention. If physical activity can be a preventive strategy,\\nknowledge of physical activity in subgroups of adolescents is important. With an increasing influx of immigrants to the Western parts of the world, cultural/ethnic background has become an important factor when studying health and health behaviour in a public health perspective. Inequality in health has also been a subject of increased attention during the last years, thus it is of great importance to study the significance of sociodemographic factors."}], "format": [], "journal": {"issnPrinted": "", "conferencedate": "", "vol": "", "conferenceplace": "", "name": "", "iss": "", "sp": "", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "", "ep": "", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2010-01-01"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "language": {"classid": "eng", "classname": "English", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["oai:www.duo.uio.no:10852/27897"], "source": [], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "Physical activity and mental health in adolescence : a longitudinal study in a multiethnic cohort"}]}
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The literature concerning the mental health benefits from physical activity among adults has grown. Adolescents are less studied, and especially longitudinal studies are lacking. This paper investigates the associations between weekly hours of physical activity at age 15\\u201316 and mental health three years later. \\n\\nMethods:\\n\\nLongitudinal self-reported health survey. The baseline study consisted of participants from the youth section of the Oslo Health Study, carried out in schools in 2000\\u20132001 (n = 3811). The follow-up in 2003\\u20132004 was conducted partly at school and partly through mail. A total of 2489 (1112 boys and 1377 girls) participated in the follow-up. Mental health was measured by the Strengths and Difficulties Questionnaire with an impact supplement. Physical activity was measured by a question on weekly hours of physical activity outside of school, defined as exertion \"to an extent that made you sweat and/or out of breath\". Adjustments were made for well-documented confounders and mental health at baseline. \\n\\nResults:\\n\\nIn boys, the number of hours spent on physical activity per week at age 15\\u201316 was negatively associated with emotional symptoms [B (95%CI) = -0.09 (-0.15, -0.03)] and peer problems [B (95%CI) = -0.08 (-0.14, -0.03)] at age 18\\u201319 after adjustments. In girls, there were no significant differences in SDQ subscales at age 18\\u201319 according to weekly hours of physical activity at age 15\\u201316 after adjustments. Boys and girls with five to seven hours of physical activity per week at age 15\\u201316 had the lowest mean scores for total difficulties and the lowest percentage with high impact score at age 18\\u201319, but the differences were not statistically significant after adjustments. \\n\\nConclusion:\\n\\nWeekly hours of physical activity at age 15\\u201316 years was weakly associated with mental health at three-year follow-up in boys. Results encourage a search for further knowledge about physical activity as a possible protective factor in relation to mental health problems in adolescence."}], "format": [], "journal": {"issnPrinted": "", "conferencedate": "", "vol": "", "conferenceplace": "", "name": "", "iss": "", "sp": "", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "", "ep": "", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2007-01-01"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "language": {"classid": "eng", "classname": "English", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["oai:brage.bibsys.no:11250/220069"], "source": [], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "The association between weekly hours of physical activity and mental health: A three-year follow-up study of 15-16-year-old students in the city of Oslo, Norway"}]}
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The literature concerning the mental health benefits from physical activity among adults has grown. Adolescents are less studied, and especially longitudinal studies are lacking. This paper investigates the associations between weekly hours of physical activity at age 15\\u201316 and mental health three years later. \\n\\nMethods:\\n\\nLongitudinal self-reported health survey. The baseline study consisted of participants from the youth section of the Oslo Health Study, carried out in schools in 2000\\u20132001 (n = 3811). The follow-up in 2003\\u20132004 was conducted partly at school and partly through mail. A total of 2489 (1112 boys and 1377 girls) participated in the follow-up. Mental health was measured by the Strengths and Difficulties Questionnaire with an impact supplement. Physical activity was measured by a question on weekly hours of physical activity outside of school, defined as exertion \"to an extent that made you sweat and/or out of breath\". Adjustments were made for well-documented confounders and mental health at baseline. \\n\\nResults:\\n\\nIn boys, the number of hours spent on physical activity per week at age 15\\u201316 was negatively associated with emotional symptoms [B (95%CI) = -0.09 (-0.15, -0.03)] and peer problems [B (95%CI) = -0.08 (-0.14, -0.03)] at age 18\\u201319 after adjustments. In girls, there were no significant differences in SDQ subscales at age 18\\u201319 according to weekly hours of physical activity at age 15\\u201316 after adjustments. Boys and girls with five to seven hours of physical activity per week at age 15\\u201316 had the lowest mean scores for total difficulties and the lowest percentage with high impact score at age 18\\u201319, but the differences were not statistically significant after adjustments. \\n\\nConclusion:\\n\\nWeekly hours of physical activity at age 15\\u201316 years was weakly associated with mental health at three-year follow-up in boys. Results encourage a search for further knowledge about physical activity as a possible protective factor in relation to mental health problems in adolescence."}], "format": [], "journal": {"issnPrinted": "", "conferencedate": "", "vol": "", "conferenceplace": "", "name": "", "iss": "", "sp": "", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "", "ep": "", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2007-01-01"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "language": {"classid": "eng", "classname": "English", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["oai:brage.bibsys.no:11250/2378846"], "source": [], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "The association between weekly hours of physical activity and mental health: A three-year follow-up study of 15-16-year-old students in the city of Oslo, Norway"}]}
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"affiliation": [], "fullname": "Bjertness, Espen"}, {"surname": "Selmer", "name": "Randi", "pid": [], "rank": 4, "affiliation": [], "fullname": "Selmer, Randi"}, {"surname": "Heyerdahl", "name": "Sonja", "pid": [], "rank": 5, "affiliation": [], "fullname": "Heyerdahl, Sonja"}], "instance": [{"refereed": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "hostedby": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "key": "10|driver______::4dc196be332447baf11e431bd838e81c", "value": "Norwegian Open Research Archives"}, "accessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "license": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "url": ["http://hdl.handle.net/10852/46602", "http://dx.doi.org/10.1186/1471-2458-7-155"], "distributionlocation": "", "processingchargecurrency": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2007-01-01"}, "collectedfrom": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "key": "10|driver______::4dc196be332447baf11e431bd838e81c", "value": "Norwegian Open Research Archives"}, "processingchargeamount": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "instancetype": {"classid": "0001", "classname": "Article", "schemeid": "dnet:publication_resource", "schemename": "dnet:publication_resource"}}], "dateofcollection": "2018-10-14T05:57:44.906Z", "fulltext": [], "dateoftransformation": "2020-03-05T16:56:46.413Z", "description": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value":"Background\\n                Mental health problems are a worldwide public health burden. The literature concerning the mental health benefits from physical activity among adults has grown. Adolescents are less studied, and especially longitudinal studies are lacking. This paper investigates the associations between weekly hours of physical activity at age 15\\u201316 and mental health three years later.\\n              \\n              \\n                Methods\\n                Longitudinal self-reported health survey. The baseline study consisted of participants from the youth section of the Oslo Health Study, carried out in schools in 2000\\u20132001 (n = 3811). The follow-up in 2003\\u20132004 was conducted partly at school and partly through mail. A total of 2489 (1112 boys and 1377 girls) participated in the follow-up. Mental health was measured by the Strengths and Difficulties Questionnaire with an impact supplement. Physical activity was measured by a question on weekly hours of physical activity outside of school, defined as exertion \"to an extent that made you sweat and/or out of breath\". Adjustments were made for well-documented confounders and mental health at baseline.\\n              \\n              \\n                Results\\n                In boys, the number of hours spent on physical activity per week at age 15\\u201316 was negatively associated with emotional symptoms [B (95%CI) = -0.09 (-0.15, -0.03)] and peer problems [B (95%CI) = -0.08 (-0.14, -0.03)] at age 18\\u201319 after adjustments. In girls, there were no significant differences in SDQ subscales at age 18\\u201319 according to weekly hours of physical activity at age 15\\u201316 after adjustments. Boys and girls with five to seven hours of physical activity per week at age 15\\u201316 had the lowest mean scores for total difficulties and the lowest percentage with high impact score at age 18\\u201319, but the differences were not statistically significant after adjustments.\\n              \\n              \\n                Conclusion\\n                Weekly hours of physical activity at age 15\\u201316 years was weakly associated with mental health at three-year follow-up in boys. Results encourage a search for further knowledge about physical activity as a possible protective factor in relation to mental health problems in adolescence."}], "format": [], "journal": {"issnPrinted": "", "conferencedate": "", "vol": "", "conferenceplace": "", "name": "", "iss": "", "sp": "", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "", "ep": "", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2007-01-01"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "language": {"classid": "eng", "classname": "English", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["oai:www.duo.uio.no:10852/46602"], "source": [], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "The association between weekly hours of physical activity and mental health: A three-year follow-up study of 15\\u201316-year-old students in the city of Oslo, Norway"}]}
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The literature concerning the mental health benefits from physical activity among adults has grown. Adolescents are less studied, and especially longitudinal studies are lacking. This paper investigates the associations between weekly hours of physical activity at age 15\\u201316 and mental health three years later. \\n\\nMethods:\\n\\nLongitudinal self-reported health survey. The baseline study consisted of participants from the youth section of the Oslo Health Study, carried out in schools in 2000\\u20132001 (n = 3811). The follow-up in 2003\\u20132004 was conducted partly at school and partly through mail. A total of 2489 (1112 boys and 1377 girls) participated in the follow-up. Mental health was measured by the Strengths and Difficulties Questionnaire with an impact supplement. Physical activity was measured by a question on weekly hours of physical activity outside of school, defined as exertion \"to an extent that made you sweat and/or out of breath\". Adjustments were made for well-documented confounders and mental health at baseline. \\n\\nResults:\\n\\nIn boys, the number of hours spent on physical activity per week at age 15\\u201316 was negatively associated with emotional symptoms [B (95%CI) = -0.09 (-0.15, -0.03)] and peer problems [B (95%CI) = -0.08 (-0.14, -0.03)] at age 18\\u201319 after adjustments. In girls, there were no significant differences in SDQ subscales at age 18\\u201319 according to weekly hours of physical activity at age 15\\u201316 after adjustments. Boys and girls with five to seven hours of physical activity per week at age 15\\u201316 had the lowest mean scores for total difficulties and the lowest percentage with high impact score at age 18\\u201319, but the differences were not statistically significant after adjustments. \\n\\nConclusion:\\n\\nWeekly hours of physical activity at age 15\\u201316 years was weakly associated with mental health at three-year follow-up in boys. Results encourage a search for further knowledge about physical activity as a possible protective factor in relation to mental health problems in adolescence."}], "format": [], "journal": {"issnPrinted": "", "conferencedate": "", "vol": "", "conferenceplace": "", "name": "", "iss": "", "sp": "", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "", "ep": "", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2007-01-01"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "language": {"classid": "eng", "classname": "English", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["oai:brage.bibsys.no:11250/2384682"], "source": [], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "The association between weekly hours of physical activity and mental health: A three-year follow-up study of 15-16-year-old students in the city of Oslo, Norway"}]}
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license."}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Boron nitride is a promising material for nanotechnology applications due to its two-dimensional graphene-like, insulating, and highly-resistant structure. Recently it has received a lot of attention as a substrate to grow and isolate graphene as well as for its intrinsic UV lasing response. Similar to carbon, one-dimensional boron nitride nanotubes (BNNTs) have been theoretically predicted and later synthesised. Here we use first principles simulations to unambiguously demonstrate that i) BN nanotubes inherit the highly efficient UV luminescence of hexagonal BN; ii) the application of an external perpendicular field closes the electronic gap keeping the UV lasing with lower yield; iii) defects in BNNTS are responsible for tunable light emission from the UV to the visible controlled by a transverse electric field (TEF). Our present findings pave the road towards optoelectronic applications of BN-nanotube-based devices that are simple to implement because they do not require any special doping or complex growth."}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "We acknowledge financial support also from the European Research Council Advanced Grant DYNamo (ERC-2010-AdG-267374), Spanish Grant (FIS2010-21282-C02-01), Grupos Consolidados UPV/EHU del Gobierno Vasco (IT578-13), Ikerbasque and the European Commission project CRONOS (Grant number 280879-2). Computational time was granted by i2basque and BSC Red Espanola de Supercomputacion and GENCI-IDRIS (Nos. 100063 and No. 091827). A. M. acknowledges funding by MIUR FIRB Grant No. RBFR12SW0J."}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Peer Reviewed"}], "format": [], "journal": {"issnPrinted": "2045-2322", "conferencedate": "", "vol": "", "conferenceplace": "", "name": "", "iss": "", "sp": "", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "", "ep": "", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2013-01-01"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Nature Publishing Group"}, "language": {"classid": "eng", "classname": "English", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["oai:digital.csic.es:10261/94973"], "source": [], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "Efficient gate-tunable light-emitting device made of defective boron nitride nanotubes: from ultraviolet to the visible"}]}
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We analyse two variants of such an extension and carry out a phenomenological study of regions of the parameter space satisfying current direct and indirect constraints, employing state-of-the-art two-loop RGE evolution and GMSB boundary conditions. We find that due to the appearance of non-decoupled D-terms it is possible to obtain a 125.5\\xa0GeV Higgs with stops below 2\\xa0TeV, while the uncoloured sparticles could still lie within reach of the LHC. We compare the contributions of the stop sector and the non-decoupled D-terms to the Higgs mass, and study their effect on the Higgs couplings. We further investigate the nature of the next-to lightest supersymmetric particle, in light of the GMSB motivated searches currently being pursued by ATLAS and CMS."}], "format": [], "journal": {"issnPrinted": "1434-6052", "conferencedate": "", "vol": "", "conferenceplace": "", "name": "", "iss": "", "sp": "", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "", "ep": "", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2014-01-01"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Springer"}, "language": {"classid": "eng", "classname": "English", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["oai:bib-pubdb1.desy.de:170083"], "source": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "The European physical journal / C 74(5), 2858 (2014). doi:10.1140/epjc/s10052-014-2858-7"}], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "En-gauging naturalness"}]}
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Some ABC transporters, such as P-glycoproteins (Pgps), are selected and overexpressed in ML-resistant nematodes, supporting a role for some drug efflux proteins in ML resistance. However, the role of such proteins in ML transport remains to be clarified at the molecular level. Recently, Caenorhabditis elegans Pgp-1 (Cel-Pgp1) has been crystallized, and its drug-modulated ATPase function characterized in vitro revealed Cel-Pgp1 as a multidrug transporter. Using this crystal structure, we have developed an in silico drug docking model in order to study the binding of ML and other anthelmintic drugs to Cel-Pgp-1. All tested ML bound with high affinity in a unique site, within the inner chamber of the protein, supporting that ML may be transported by Cel-Pgp-1. Interestingly, interacting residues delineate a ML specific fingerprint involving H-bonds, including T1028. In particular, benzofurane and spiroketal moieties bound to specific sub-sites. When compared with the aglycone ML, such as moxidectin and ivermectin aglycone, avermectin anthelmintics have significant higher affinity for Cel-Pgp-1, likely due to the sugar substituent(s) that bind to a specific area involving H-bonds at Y771. Triclabendazole, closantel and emodepside bound with good affinities to different sub-sites in the inner chamber, partially overlapping with the ML binding site, suggesting that they could compete for Cel-Pgp-1-mediated ML transport. In conclusion, this work provides novel information on the role of nematode Pgps in transporting anthelmintics, and a valuable tool to predict drug-drug interactions and to rationally design new competitive inhibitors of clinically-relevant nematode Pgps, to improve anthelmintic therapeutics."}], "format": [], "journal": {"issnPrinted": "", "conferencedate": "", "vol": "", "conferenceplace": "", "name": "", "iss": "", "sp": "", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "", "ep": "", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2016-01-01"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "language": {"classid": "eng", "classname": "English", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["oai:prodinra.inra.fr:387545"], "source": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "International Journal for Parasitology: Drugs and Drug Resistance 3 (6), 299-313. (2016)"}], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "In silico analysis of the binding of anthelmintics to Caenorhabditis elegans P-glycoprotein 1"}]}
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The decays of entangled neutral B mesons into definite flavor states (B0 or B\\xaf0), and J/\\u03c8K0S or cc\\xafK0S final states (referred to as B+ or B\\u2212), allow comparisons between the probabilities of four pairs of T-conjugated transitions, for example, B\\xaf0\\u2192B\\u2212 and B\\u2212\\u2192B\\xaf0, as a function of the time difference between the two B decays. Using 468 million BB\\xaf pairs produced in \\u03a5(4S) decays collected by the BABAR detector at SLAC, we measure T-violating parameters in the time evolution of neutral B mesons, yielding \\u0394S+T=\\u22121.37\\xb10.14(stat.)\\xb10.06(syst.) and \\u0394S\\u2212T=1.17\\xb10.18(stat.)\\xb10.11(syst.). 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We analyse two variants of such an extension and carry out a phenomenological study of regions of the parameter space satisfying current direct and indirect constraints, employing state-of-the-art two-loop RGE evolution and GMSB boundary conditions. We find that due to the appearance of non-decoupled D-terms it is possible to obtain a 125.5\\xc2 GeV Higgs with stops below 2\\xc2 TeV, while the uncoloured sparticles could still lie within reach of the LHC. We compare the contributions of the stop sector and the non-decoupled D-terms to the Higgs mass, and study their effect on the Higgs couplings. 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"value": "International audience; The present paper describes the features and implementation of SmartVox an application designed to help vocal ensembles learn and perform polyphonic music.Technically, SmartVox is a distributed web application that delivers audiovisual scores through the performer\\u2019s mobile devices. From a singer\\u2019s point of view, this setup allows for the synergy between visual and acoustic stimuli, which facilitates the interpretive and performative processes, particularly in polyphonic passages. It also enables spatial separation of the performers (cori spezzati), and speeds up the learning process of unfamiliar musical materials (e.g. microtonal tuning, texts in a foreign language).The ubiquity of smartphones makes such a distributed system affordable and allows the use of SmartVox in multiple contexts, from professional ensembles to pedagogical and recreational practices."}], "format": [], "journal": {"issnPrinted": "", "conferencedate": "", "vol": "", "conferenceplace": "", "name": "", "iss": "", "sp": "", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "", "ep": "", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2017-05-24"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "HAL CCSD"}, "language": {"classid": "eng", "classname": "English", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["oai:HAL:hal-01660184v1"], "source": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "TENOR 2017"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "https://hal.archives-ouvertes.fr/hal-01660184"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "TENOR 2017, May 2017, Coru\\xf1a, Spain. 2017"}], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "SMARTVOX - A Web-Based Distributed Media Player as Notation Tool For Choral Practices"}]}
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Recently it has received a lot of attention as a substrate to grow and isolate graphene as well as for its intrinsic UV lasing response. Similar to carbon, one-dimensional boron nitride nanotubes (BNNTs) have been theoretically predicted and later synthesised. Here we use first principles simulations to unambiguously demonstrate that i) BN nanotubes inherit the highly efficient UV luminescence of hexagonal BN; ii) the application of an external perpendicular field closes the electronic gap keeping the UV lasing with lower yield; iii) defects in BNNTS are responsible for tunable light emission from the UV to the visible controlled by a transverse electric field (TEF). 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The high resolution allows an accurate representation of the submarine canyons that presides in the region. The model is one-way coupled to a large scale model of the Mediterranean Sea through open boundaries and uses the atmospheric forcing fields provided in terms of HIRLAM outputs by the Spanish National Institute of Meteorology. Results show that the model can successfully reproduce the complex general circulation characteristics of the area, including the modifications induced by canyons in their vicinity and other phenomena observed such as instabilities and coastal trapped waves. The sea surface temperature is similar to satellite observations except that simulated temperatures are slightly warmer near the coast than observations and colder near the open boundaries. An important topic of this work is the computation of the shelf-slope exchanges, which are able to renew shelf waters in a few months."}], "format": [], "journal": {"issnPrinted": "", "conferencedate": "", "vol": "", "conferenceplace": "", "name": "", "iss": "", "sp": "", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "", "ep": "", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2006-10-17"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "European Geosciences Union"}, "language": {"classid": "eng", "classname": "English", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["oai:HAL:hal-00298576v1"], "source": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "ISSN: 1812-0784"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "EISSN: 1812-0792"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Ocean Science"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "https://hal.archives-ouvertes.fr/hal-00298576"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Ocean Science, European Geosciences Union, 2006, 2 (2), pp.173-181"}], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "Analysis of the circulation and shelf-slope exchanges in the continental margin of the northwestern Mediterranean"}]}
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{"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "\\nInternational audience\\n\\nMacrocyclic lactones (ML) are important anthelmintics used in animals and humans against parasite nematodes, but their therapeutic success is compromised by the spread of ML resistance. Some ABC transporters, such as p-glycoproteins (Pgps), are selected and overexpressed in ML-resistant nematodes, supporting a role for some drug efflux proteins in ML resistance. However, the role of such proteins in ML transport remains to be clarified at the molecular level. Recently, Caenorhabditis elegans Pgp-1 (Cel-Pgp-1) has been crystallized, and its drug-modulated ATPase function characterized in\\xa0vitro revealed Cel-Pgp-1 as a multidrug transporter. Using this crystal structure, we have developed an in silico drug docking model in order to study the binding of ML and other anthelmintic drugs to Cel-Pgp-1. All tested ML bound with high affinity in a unique site, within the inner chamber of the protein, supporting that ML may be transported by Cel-Pgp-1. Interestingly, interacting residues delineate a ML specific fingerprint involving H-bonds, including T1028. In particular, benzofurane and spiroketal moieties bound to specific sub-sites. When compared with the aglycone ML, such as moxidectin and ivermectin aglycone, avermectin anthelmintics have significant higher affinity for Cel-Pgp-1, likely due to the sugar substituent(s) that bind to a specific area involving H-bonds at Y771. Triclabendazole, closantel and emodepside bound with good affinities to different sub-sites in the inner chamber, partially overlapping with the ML binding site, suggesting that they could compete for Cel-Pgp-1-mediated ML transport. In conclusion, this work provides novel information on the role of nematode Pgps in transporting anthelmintics, and a valuable tool to predict drug-drug interactions and to rationally design new competitive inhibitors of clinically-relevant nematode Pgps, to improve anthelmintic therapeutics."}], "format": [], "journal": {"issnPrinted": "", "conferencedate": "", "vol": "", "conferenceplace": "", "name": "", "iss": "", "sp": "", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "", "ep": "", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2016-12-01"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "HAL CCSD"}, "language": {"classid": "eng", "classname": "English", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["oai:HAL:hal-01451654v1"], "source": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "International journal for parasitology. 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Drugs and drug resistance, 2016, 6 (3), pp.299-313. &#x3008;10.1016/j.ijpddr.2016.09.001&#x3009;"}], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "In silico analysis of the binding of anthelmintics to Caenorhabditis elegansP-glycoprotein 1."}]}
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From a singer\\u2019s point of view, this setup allows for the synergy between visual and acoustic stimuli, which facilitates the interpretive and performative processes, particularly in polyphonic passages. It also enables spatial separation of the performers (cori spezzati), and speeds up the learning process of unfamiliar musical materials (e.g. microtonal tuning, texts in a foreign language).The ubiquity of smartphones makes such a distributed system affordable and allows the use of SmartVox in multiple contexts, from professional ensembles to pedagogical and recreational practices."}], "format": [], "journal": {"issnPrinted": "", "conferencedate": "", "vol": "", "conferenceplace": "", "name": "", "iss": "", "sp": "", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "", "ep": "", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2017-05-24"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "HAL CCSD"}, "language": {"classid": "eng", "classname": "English", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["oai:HAL:hal-01660184v1"], "source": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "TENOR"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "https://hal.archives-ouvertes.fr/hal-01660184"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "TENOR, May 2017, Coru\\xf1a, Spain"}], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "SMARTVOX - A Web-Based Distributed Media Player as Notation Tool For Choral Practices"}]}
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We use data from direct numerical simulations up to Taylor\\\\'s Reynolds number 280 following the evolution of about two million passive tracers advected by the flow over a time span of about three decades. We present data for both the separation distance and the relative velocity statistics. Statistics are measured along the particle pair trajectories both as a function of time and as a function of their separation, i.e. at fixed scales. We compare and contrast both sets of statistics in order to gain an insight into the mechanisms governing the separation process. We find very high levels of intermittency in the early stages, that is, for travel times up to order ten Kolmogorov time scales. The fixed scale statistics allow us to quantify anomalous corrections to Richardson diffusion in the inertial range of scales for those pairs that separate rapidly. 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J."}, {"surname": "Tasneem", "name": "N.", "pid": [], "rank": 358, "affiliation": [], "fullname": "Tasneem , N."}, {"surname": "Gershon", "name": "T. J.", "pid": [], "rank": 359, "affiliation": [], "fullname": "Gershon , T. J."}, {"surname": "Harrison", "name": "P. F.", "pid": [], "rank": 360, "affiliation": [], "fullname": "Harrison , P. F."}, {"surname": "Latham", "name": "T. E.", "pid": [], "rank": 361, "affiliation": [], "fullname": "Latham , T. E."}, {"surname": "Band", "name": "H. R.", "pid": [], "rank": 362, "affiliation": [], "fullname": "Band , H. R."}, {"surname": "Das", "name": "S.", "pid": [], "rank": 363, "affiliation": [], "fullname": "Dasu , S."}, {"surname": "Pan", "name": "Y.", "pid": [], "rank": 364, "affiliation": [], "fullname": "Pan , Y."}, {"surname": "Prepost", "name": "R.", "pid": [], "rank": 365, "affiliation": [], "fullname": "Prepost , R."}, {"surname": "W", "name": "S. L.", "pid": [], "rank": 366, "affiliation": [], "fullname": "Wu , S. 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Submitted to Phys. Rev. Lett.\\nAlthough CP violation in the B meson system has been well established by the B factories, there has been no direct observation of time reversal violation. The decays of entangled neutral B mesons into definite flavor states ($B^0$ or $\\\\bar{B}^0$), and $J/\\\\psi K_S^0$ or $c\\\\bar{c} K_S^0$ final states (referred to as $B_+$ or $B_-$), allow comparisons between the probabilities of four pairs of T-conjugated transitions, for example, $\\\\bar{B}^0 \\\\rightarrow B_-$ and $B_- \\\\rightarrow \\\\bar{B}^0$, as a function of the time difference between the two B decays. Using 468 million $B\\\\bar{B}$ pairs produced in $\\\\Upsilon(4S)$ decays collected by the BABAR detector at SLAC, we measure T-violating parameters in the time evolution of neutral B mesons, yielding $\\\\Delta S_T^+ = -1.37 \\\\pm 0.14 (stat.) \\\\pm 0.06 (syst.)$ and $\\\\Delta S_T^- = 1.17 \\\\pm 0.18 (stat.) \\\\pm 0.11 (syst.)$. These nonzero results represent the first direct observation of T violation in the B meson system, through the exchange of initial and final states in transitions that can only be connected by a T-symmetry transformation."}], "format": [], "journal": {"issnPrinted": "", "conferencedate": "", "vol": "", "conferenceplace": "", "name": "", "iss": "", "sp": "", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "", "ep": "", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2012-01-01"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "American Physical Society"}, "language": {"classid": "eng", "classname": "English", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["oai:HAL:in2p3-00720925v1"], "source": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "ISSN: 0031-9007"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "EISSN: 1079-7114"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Physical Review Letters"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "http://hal.in2p3.fr/in2p3-00720925"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Physical Review Letters, American Physical Society, 2012, 109, pp.211801. &#x3008;10.1103/PhysRevLett.109.211801&#x3009;"}], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "Observation of Time-Reversal Violation in the B0 Meson System"}]}
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L.", "pid": [], "rank": 1, "affiliation": [], "fullname": "Calus , Mario P. L."}, {"surname": "Bouwman", "name": "Aniek C.", "pid": [], "rank": 2, "affiliation": [], "fullname": "Bouwman , Aniek C."}, {"surname": "Schrooten", "name": "Chris", "pid": [], "rank": 3, "affiliation": [], "fullname": "Schrooten , Chris"}, {"surname": "Veerkamp", "name": "Roel F.", "pid": [], "rank": 4, "affiliation": [], "fullname": "Veerkamp , Roel F."}], "instance": [{"refereed": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "hostedby": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "key": "10|opendoar____::9766527f2b5d3e95d4a733fcfb77bd7e", "value": "INRIA a CCSD electronic archive server"}, "accessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "license": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "url": ["https://hal.archives-ouvertes.fr/hal-01341383", "https://hal.archives-ouvertes.fr/hal-01341383/document", "https://hal.archives-ouvertes.fr/hal-01341383/file/12711_2016_Article_225.pdf"], "distributionlocation": "", "processingchargecurrency": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2016-12-01"}, "collectedfrom": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "key": "10|opendoar____::9766527f2b5d3e95d4a733fcfb77bd7e", "value": "INRIA a CCSD electronic archive server"}, "processingchargeamount": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "instancetype": {"classid": "0001", "classname": "Article", "schemeid": "dnet:publication_resource", "schemename": "dnet:publication_resource"}}], "dateofcollection": "2018-04-04T15:53:20.027Z", "fulltext": [], "dateoftransformation": "2020-03-05T23:23:59.768Z", "description": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "\\nInternational audience\\n\\nBackgroundUse of whole-genome sequence data is expected to increase persistency of genomic prediction across generations and breeds but affects model performance and requires increased computing time. In this study, we investigated whether the split-and-merge Bayesian stochastic search variable selection (BSSVS) model could overcome these issues. BSSVS is performed first on subsets of sequence-based variants and then on a merged dataset containing variants selected in the first step.ResultsWe used a dataset that included 4,154,064 variants after editing and de-regressed proofs for 3415 reference and 2138 validation bulls for somatic cell score, protein yield and interval first to last insemination. In the first step, BSSVS was performed on 106 subsets each containing ~39,189 variants. In the second step, 1060 up to 472,492 variants, selected from the first step, were included to estimate the accuracy of genomic prediction. Accuracies were at best equal to those achieved with the commonly used Bovine 50k-SNP chip, although the number of variants within a few well-known quantitative trait loci regions was considerably enriched. When variant selection and the final genomic prediction were performed on the same data, predictions were biased. Predictions computed as the average of the predictions computed for each subset achieved the highest accuracies, i.e. 0.5\\xa0to\\xa01.1\\xa0% higher than the accuracies obtained with the 50k-SNP chip, and yielded the least biased predictions. Finally, the accuracy of genomic predictions obtained when all sequence-based variants were included was similar or up to 1.4\\xa0% lower compared to that based on the average predictions across the subsets. By applying parallelization, the split-and-merge procedure was completed in 5\\xa0days, while the standard analysis including all sequence-based variants took more than three\\xa0months.ConclusionsThe split-and-merge approach splits one large computational task into many much smaller ones, which allows the use of parallel processing and thus efficient genomic prediction based on whole-genome sequence data. The split-and-merge approach did not improve prediction accuracy, probably because we used data on a single breed for which relationships between individuals were high. Nevertheless, the split-and-merge approach may have potential for applications on data from multiple breeds."}], "format": [], "journal": {"issnPrinted": "", "conferencedate": "", "vol": "", "conferenceplace": "", "name": "", "iss": "", "sp": "", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "", "ep": "", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2016-12-01"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "HAL CCSD"}, "language": {"classid": "eng", "classname": "English", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["oai:HAL:hal-01341383v1"], "source": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "EISSN: 1297-9686"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Genetics Selection Evolution"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "https://hal.archives-ouvertes.fr/hal-01341383"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Genetics Selection Evolution, 2016, 48 (1), pp.49. &#x3008;10.1186/s12711-016-0225-x&#x3009;"}], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "Efficient genomic prediction based on whole-genome sequence data using split-and-merge Bayesian variable selection"}]}
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Recently it has received a lot of attention as a substrate to grow and isolate graphene as well as for its intrinsic UV lasing response. Similar to carbon, one-dimensional boron nitride nanotubes (BNNTs) have been theoretically predicted and later synthesised. Here we use first principles simulations to unambiguously demonstrate that i) BN nanotubes inherit the highly efficient UV luminescence of hexagonal BN; ii) the application of an external perpendicular field closes the electronic gap keeping the UV lasing with lower yield; iii) defects in BNNTS are responsible for tunable light emission from the UV to the visible controlled by a transverse electric field (TEF). 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horizontal resolution numerical simulation of the northwestern Mediterranean using a z-level, non-hydrostatic, primitive equation ocean model (DieCAST). The high resolution allows an accurate representation of the submarine canyons that presides in the region. The model is one-way coupled to a large scale model of the Mediterranean Sea through open boundaries and uses the atmospheric forcing fields provided in terms of HIRLAM outputs by the Spanish National Institute of Meteorology. Results show that the model can successfully reproduce the complex general circulation characteristics of the area, including the modifications induced by canyons in their vicinity and other phenomena observed such as instabilities and coastal trapped waves. The sea surface temperature is similar to satellite observations except that simulated temperatures are slightly warmer near the coast than observations and colder near the open boundaries. 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success is compromised by the spread of ML resistance. Some ABC transporters, such as p-glycoproteins (Pgps), are selected and overexpressed in ML-resistant nematodes, supporting a role for some drug efflux proteins in ML resistance. However, the role of such proteins in ML transport remains to be clarified at the molecular level. Recently, Caenorhabditis elegans Pgp-1 (Cel-Pgp-1) has been crystallized, and its drug-modulated ATPase function characterized in\\xa0vitro revealed Cel-Pgp-1 as a multidrug transporter. Using this crystal structure, we have developed an in silico drug docking model in order to study the binding of ML and other anthelmintic drugs to Cel-Pgp-1. All tested ML bound with high affinity in a unique site, within the inner chamber of the protein, supporting that ML may be transported by Cel-Pgp-1. Interestingly, interacting residues delineate a ML specific fingerprint involving H-bonds, including T1028. In particular, benzofurane and spiroketal moieties bound to specific sub-sites. When compared with the aglycone ML, such as moxidectin and ivermectin aglycone, avermectin anthelmintics have significant higher affinity for Cel-Pgp-1, likely due to the sugar substituent(s) that bind to a specific area involving H-bonds at Y771. Triclabendazole, closantel and emodepside bound with good affinities to different sub-sites in the inner chamber, partially overlapping with the ML binding site, suggesting that they could compete for Cel-Pgp-1-mediated ML transport. In conclusion, this work provides novel information on the role of nematode Pgps in transporting anthelmintics, and a valuable tool to predict drug-drug interactions and to rationally design new competitive inhibitors of clinically-relevant nematode Pgps, to improve anthelmintic therapeutics."}], "format": [], "journal": {"issnPrinted": "", "conferencedate": "", "vol": "", "conferenceplace": "", "name": "", "iss": "", "sp": "", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "", "ep": "", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2016-12-01"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Elsevier"}, "language": {"classid": "eng", "classname": "English", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["oai:HAL:hal-01451654v1"], "source": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "ISSN: 2211-3207"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "International journal for parasitology. Drugs and drug resistance"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "https://hal.archives-ouvertes.fr/hal-01451654"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "International journal for parasitology. Drugs and drug resistance, Elsevier, 2016, 6 (3), pp.299-313. &#x27E8;10.1016/j.ijpddr.2016.09.001&#x27E9;"}], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "In silico analysis of the binding of anthelmintics to Caenorhabditis elegansP-glycoprotein 1."}]}
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and implementation of SmartVox an application designed to help vocal ensembles learn and perform polyphonic music.Technically, SmartVox is a distributed web application that delivers audiovisual scores through the performer\\u2019s mobile devices. From a singer\\u2019s point of view, this setup allows for the synergy between visual and acoustic stimuli, which facilitates the interpretive and performative processes, particularly in polyphonic passages. It also enables spatial separation of the performers (cori spezzati), and speeds up the learning process of unfamiliar musical materials (e.g. microtonal tuning, texts in a foreign language).The ubiquity of smartphones makes such a distributed system affordable and allows the use of SmartVox in multiple contexts, from professional ensembles to pedagogical and recreational practices."}], "format": [], "journal": {"issnPrinted": "", "conferencedate": "", "vol": "", "conferenceplace": "", "name": "", "iss": "", "sp": "", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "", "ep": "", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2017-05-24"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "HAL CCSD"}, "language": {"classid": "eng", "classname": "English", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["oai:HAL:hal-01660184v1"], "source": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value":"FULL TENOR'17 PROCEEDINGS"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "TENOR 2017"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "https://hal.archives-ouvertes.fr/hal-01660184"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "TENOR 2017, May 2017, Coru\\xf1a, Spain"}], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "SMARTVOX - A Web-Based Distributed Media Player as Notation Tool For Choral Practices"}]}
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We analysetwo variants of such an extension and carry out a phenomenological study ofregions of the parameter space satisfying current direct and indirectconstraints, employing state-of-the art two-loop RGE evolution and GMSBboundary conditions. We find that due to the appearance of non-decoupledD-terms it is possible to obtain a 125.5 GeV Higgs with stops below 2 TeV,while the uncolored sparticles could still lie within reach of the LHC. Wecompare the contributions of the stop sector and the non-decoupled D-terms tothe Higgs mass, and study their effect on the Higgs couplings. 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Submitted to Phys. Rev. Lett.; Although CP violation in the B meson system has been well established by the B factories, there has been no direct observation of time reversal violation. The decays of entangled neutral B mesons into definite flavor states ($B^0$ or $\\\\bar{B}^0$), and $J/\\\\psi K_S^0$ or $c\\\\bar{c} K_S^0$ final states (referred to as $B_+$ or $B_-$), allow comparisons between the probabilities of four pairs of T-conjugated transitions, for example, $\\\\bar{B}^0 \\\\rightarrow B_-$ and $B_- \\\\rightarrow \\\\bar{B}^0$, as a function of the time difference between the two B decays. Using 468 million $B\\\\bar{B}$ pairs produced in $\\\\Upsilon(4S)$ decays collected by the BABAR detector at SLAC, we measure T-violating parameters in the time evolution of neutral B mesons, yielding $\\\\Delta S_T^+ = -1.37 \\\\pm 0.14 (stat.) \\\\pm 0.06 (syst.)$ and $\\\\Delta S_T^- = 1.17 \\\\pm 0.18 (stat.) \\\\pm 0.11 (syst.)$. These nonzero results represent the first direct observation of T violation in the B meson system, through the exchange of initial and final states in transitions that can only be connected by a T-symmetry transformation."}], "format": [], "journal": {"issnPrinted": "", "conferencedate": "", "vol": "", "conferenceplace": "", "name": "", "iss": "", "sp": "", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "", "ep": "", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2012-01-01"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "American Physical Society"}, "language": {"classid": "eng", "classname": "English", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["oai:HAL:in2p3-00720925v1"], "source": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "ISSN: 0031-9007"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "EISSN: 1079-7114"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Physical Review Letters"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "http://hal.in2p3.fr/in2p3-00720925"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Physical Review Letters, American Physical Society, 2012, 109, pp.211801. &#x27E8;10.1103/PhysRevLett.109.211801&#x27E9;"}], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "Observation of Time-Reversal Violation in the B0 Meson System"}]}
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L."}, {"surname": "Bouwman", "name": "Aniek C.", "pid": [], "rank": 2, "affiliation": [], "fullname": "Bouwman, Aniek C."}, {"surname": "Schrooten", "name": "Chris", "pid": [], "rank": 3, "affiliation": [], "fullname": "Schrooten, Chris"}, {"surname": "Veerkamp", "name": "Roel F.", "pid": [], "rank": 4, "affiliation": [], "fullname": "Veerkamp, Roel F."}], "instance": [{"refereed": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "hostedby": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "key": "10|opendoar____::7e7757b1e12abcb736ab9a754ffb617a", "value": "Hyper Article en Ligne"}, "accessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "license": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "url": ["https://hal.archives-ouvertes.fr/hal-01341383", "https://hal.archives-ouvertes.fr/hal-01341383/document", "https://hal.archives-ouvertes.fr/hal-01341383/file/12711_2016_Article_225.pdf"], "distributionlocation": "", "processingchargecurrency": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2016-12-01"}, "collectedfrom": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "key": "10|opendoar____::7e7757b1e12abcb736ab9a754ffb617a", "value": "Hyper Article en Ligne"}, "processingchargeamount": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "instancetype": {"classid": "0001", "classname": "Article", "schemeid": "dnet:publication_resource", "schemename": "dnet:publication_resource"}}], "dateofcollection": "2019-07-27T14:15:08.792Z", "fulltext": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "https://hal.archives-ouvertes.fr/hal-01341383/document"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "https://hal.archives-ouvertes.fr/hal-01341383/file/12711_2016_Article_225.pdf"}], "dateoftransformation": "2019-07-30T10:15:45.374Z", "description": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "International audience; BackgroundUse of whole-genome sequence data is expected to increase persistency of genomic prediction across generations and breeds but affects model performance and requires increased computing time. In this study, we investigated whether the split-and-merge Bayesian stochastic search variable selection (BSSVS) model could overcome these issues. BSSVS is performed first on subsets of sequence-based variants and then on a merged dataset containing variants selected in the first step.ResultsWe used a dataset that included 4,154,064 variants after editing and de-regressed proofs for 3415 reference and 2138 validation bulls for somatic cell score, protein yield and interval first to last insemination. In the first step, BSSVS was performed on 106 subsets each containing ~39,189 variants. In the second step, 1060 up to 472,492 variants, selected from the first step, were included to estimate the accuracy of genomic prediction. Accuracies were at best equal to those achieved with the commonly used Bovine 50k-SNP chip, although the number of variants within a few well-known quantitative trait loci regions was considerably enriched. When variant selection and the final genomic prediction were performed on the same data, predictions were biased. Predictions computed as the average of the predictions computed for each subset achieved the highest accuracies, i.e. 0.5\\xa0to\\xa01.1\\xa0% higher than the accuracies obtained with the 50k-SNP chip, and yielded the least biased predictions. Finally, the accuracy of genomic predictions obtained when all sequence-based variants were included was similar or up to 1.4\\xa0% lower compared to that based on the average predictions across the subsets. By applying parallelization, the split-and-merge procedure was completed in 5\\xa0days, while the standard analysis including all sequence-based variants took more than three\\xa0months.ConclusionsThe split-and-merge approach splits one large computational task into many much smaller ones, which allows the use of parallel processing and thus efficient genomic prediction based on whole-genome sequence data. The split-and-merge approach did not improve prediction accuracy, probably because we used data on a single breed for which relationships between individuals were high. Nevertheless, the split-and-merge approach may have potential for applications on data from multiple breeds."}], "format": [], "journal": {"issnPrinted": "", "conferencedate": "", "vol": "", "conferenceplace": "", "name": "", "iss": "", "sp": "", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "", "ep": "", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2016-12-01"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "HAL CCSD"}, "language": {"classid": "eng", "classname": "English", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["oai:HAL:hal-01341383v1"], "source": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "EISSN: 1297-9686"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Genetics Selection Evolution"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "https://hal.archives-ouvertes.fr/hal-01341383"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Genetics Selection Evolution, 2016, 48 (1), pp.49. &#x27E8;10.1186/s12711-016-0225-x&#x27E9;"}], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "Efficient genomic prediction based on whole-genome sequence data using split-and-merge Bayesian variable selection"}]}
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"deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value":"Objectives This study evaluated subcutaneous tissue response to Aroeira (Myracrodruon urundeuva) extract employing edemogenic and histological analyses. Material and methods Test groups consisted of aqueous and ethanolic Aroeira extracts and saline (control). For edema quantification, 18 rats received an intravenous injection of Evan's Blue. After 30 min, the extracts and saline were injected on the dorsum of the rats, which were then sacrificed after 3 and 6 h. Readings were performed in a spectrophotometer. For subcutaneous implantation, 30 rats received a polyethylene tube containing the extracts on their dorsum and then they were killed after 7 and 28 days. The samples were processed for histological analysis and evaluated with a light microscope. The inflammatory infiltrate was quantified. Results There were no statistically significant differences between aqueous extract and saline groups in relation to edema quantification in the different periods (p>0.05). Ethanolic solution resulted in more edema independently of the experimental period (p<0.05). Histological analysis showed similar results on the 7-day period for the 3 groups. There was a notable reduction on inflammatory cell number for saline and aqueous extract groups at 28 days. Conclusion The aqueous extract showed biocompatible properties similar to those of saline."}], "format": [], "journal": {"issnPrinted": "1678-7757", "conferencedate": "", "vol": "20", "conferenceplace": "", "name": "Journal of Applied Oral Science", "iss": "4", "sp": "414", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "1678-7765", "ep": "418", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2012-01-01"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Faculdade de Odontologia de Bauru da Universidade de S\\xe3o Paulo"}, "language": {"classid": "eng", "classname": "English", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["oai:pubmedcentral.nih.gov:3881833"], "source": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Journal of Applied Oral Science"}], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "Evaluation of tissue reaction to Aroeira (Myracrodruon urundeuva) extracts: a histologic and edemogenic study"}]}
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L."}, {"surname": "Bouwman", "name": "Aniek C.", "pid": [], "rank": 2, "affiliation": [], "fullname": "Bouwman, Aniek C."}, {"surname": "Schrooten", "name": "Chris", "pid": [], "rank": 3, "affiliation": [], "fullname": "Schrooten, Chris"}, {"surname": "Veerkamp", "name": "Roel F.", "pid": [], "rank": 4, "affiliation": [], "fullname": "Veerkamp, Roel F."}], "instance": [{"refereed": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "hostedby": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "key": "10|opendoar____::8b6dd7db9af49e67306feb59a8bdc52c", "value": "Europe PubMed Central"}, "accessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "license": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "url": ["http://europepmc.org/articles/PMC4926307"], "distributionlocation": "", "processingchargecurrency": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2016-06-01"}, "collectedfrom": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "key": "10|opendoar____::eda80a3d5b344bc40f3bc04f65b7a357", "value": "PubMed Central"}, "processingchargeamount": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "instancetype": {"classid": "0001", "classname": "Article", "schemeid": "dnet:publication_resource", "schemename": "dnet:publication_resource"}}], "dateofcollection": "2018-06-13T04:51:09.291Z", "fulltext": [], "dateoftransformation": "2018-08-29T18:39:14.858Z", "description": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Background Use of whole-genome sequence data is expected to increase persistency of genomic prediction across generations and breeds but affects model performance and requires increased computing time. In this study, we investigated whether the split-and-merge Bayesian stochastic search variable selection (BSSVS) model could overcome these issues. BSSVS is performed first on subsets of sequence-based variants and then on a merged dataset containing variants selected in the first step. Results We used a dataset that included 4,154,064 variants after editing and de-regressed proofs for 3415 reference and 2138 validation bulls for somatic cell score, protein yield and interval first to last insemination. In the first step, BSSVS was performed on 106 subsets each containing ~39,189 variants. In the second step, 1060 up to 472,492 variants, selected from the first step, were included to estimate the accuracy of genomic prediction. Accuracies were at best equal to those achieved with the commonly used Bovine 50k-SNP chip, although the number of variants within a few well-known quantitative trait loci regions was considerably enriched. When variant selection and the final genomic prediction were performed on the same data, predictions were biased. Predictions computed as the average of the predictions computed for each subset achieved the highest accuracies, i.e. 0.5\\xa0to\\xa01.1\\xa0% higher than the accuracies obtained with the 50k-SNP chip, and yielded the least biased predictions. Finally, the accuracy of genomic predictions obtained when all sequence-based variants were included was similar or up to 1.4\\xa0% lower compared to that based on the average predictions across the subsets. By applying parallelization, the split-and-merge procedure was completed in 5\\xa0days, while the standard analysis including all sequence-based variants took more than three\\xa0months. Conclusions The split-and-merge approach splits one large computational task into many much smaller ones, which allows the use of parallel processing and thus efficient genomic prediction based on whole-genome sequence data. The split-and-merge approach did not improve prediction accuracy, probably because we used data on a single breed for which relationships between individuals were high. Nevertheless, the split-and-merge approach may have potential for applications on data from multiple breeds. Electronic supplementary material The online version of this article (doi:10.1186/s12711-016-0225-x) contains supplementary material, which is available to authorized users."}], "format": [], "journal": {"issnPrinted": "0999-193X", "conferencedate": "", "vol": "48", "conferenceplace": "", "name": "Genetics, Selection, Evolution : GSE", "iss": "", "sp": "", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "1297-9686", "ep": "", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2016-06-01"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "BioMed Central"}, "language": {"classid": "eng", "classname": "English", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["oai:pubmedcentral.nih.gov:4926307"], "source": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Genetics, Selection, Evolution : GSE"}], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "Efficient genomic prediction based on whole-genome sequence data using split-and-merge Bayesian variable selection"}]}
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"PubMed Central"}], "id": "50|od_______267::2daf3281198f82600049e72e97d45b85", "subject": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "keyword", "classname": "keyword", "schemeid": "dnet:subject_classification_typologies", "schemename": "dnet:subject_classification_typologies"}, "value": "Research Articles"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "keyword", "classname": "keyword", "schemeid": "dnet:subject_classification_typologies", "schemename": "dnet:subject_classification_typologies"}, "value": "benzothiazinones"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", 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{"surname": "Raadsen", "name": "Susanne A.", "pid": [], "rank": 6, "affiliation": [], "fullname": "Raadsen, Susanne A"}, {"surname": "Hartkoorn", "name": "Ruben C.", "pid": [], "rank": 7, "affiliation": [], "fullname": "Hartkoorn, Ruben C"}, {"surname": "Ryabova", "name": "Olga B.", "pid": [], "rank": 8, "affiliation": [], "fullname": "Ryabova, Olga B"}, {"surname": "Vocat", "name": "Anthony", "pid": [], "rank": 9, "affiliation": [], "fullname": "Vocat, Anthony"}, {"surname": "Decosterd", "name": "Laurent A.", "pid": [], "rank": 10, "affiliation": [], "fullname": "Decosterd, Laurent A"}, {"surname": "Widmer", "name": "Nicolas", "pid": [], "rank": 11, "affiliation": [], "fullname": "Widmer, Nicolas"}, {"surname": "Buclin", "name": "Thierry", "pid": [], "rank": 12, "affiliation": [], "fullname": "Buclin, Thierry"}, {"surname": "Bitter", "name": "Wilbert", "pid": [], "rank": 13, "affiliation": [], "fullname": "Bitter, Wilbert"}, {"surname": "Andries", "name": "Koen", "pid": [], "rank": 14, "affiliation": [], "fullname": "Andries, Koen"}, {"surname": "Pojer", "name": "Florence", "pid": [], "rank": 15, "affiliation": [], "fullname": "Pojer, Florence"}, {"surname": "Dyson", "name": "Paul J.", "pid": [], "rank": 16, "affiliation": [], "fullname": "Dyson, Paul J"}, {"surname": "Cole", "name": "Stewart T.", "pid": [], "rank": 17, "affiliation": [], "fullname": "Cole, Stewart T"}], "instance": [{"refereed": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "hostedby": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "key": "10|opendoar____::8b6dd7db9af49e67306feb59a8bdc52c", "value": "Europe PubMed Central"}, "accessright": {"classid": "OPEN", 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"The benzothiazinone lead compound, BTZ043, kills Mycobacterium tuberculosis by inhibiting the essential flavo-enzyme DprE1, decaprenylphosphoryl-beta-D-ribose 2-epimerase. Here, we synthesized a new series of piperazine-containing benzothiazinones (PBTZ) and show that, like BTZ043, the preclinical candidate PBTZ169 binds covalently to DprE1. The crystal structure of the DprE1-PBTZ169 complex reveals formation of a semimercaptal adduct with Cys387 in the active site and explains the irreversible inactivation of the enzyme. Compared to BTZ043, PBTZ169 has improved potency, safety and efficacy in zebrafish and mouse models of tuberculosis (TB). When combined with other TB drugs, PBTZ169 showed additive activity against M.\\xa0tuberculosis in vitro except with bedaquiline (BDQ) where synergy was observed. A new regimen comprising PBTZ169, BDQ and pyrazinamide was found to be more efficacious than the standard three drug treatment in a murine model of chronic disease. PBTZ169 is thus an attractive drug candidate to treat TB in humans. Subject Categories Microbiology, Virology & Host Pathogen Interaction; Pharmacology & Drug Discovery"}], "format": [], "journal": {"issnPrinted": "1757-4676", "conferencedate": "", "vol": "6", "conferenceplace": "", "name": "EMBO Molecular Medicine", "iss": "3", "sp": "372", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "1757-4684", "ep": "383", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2014-02-01"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Blackwell Publishing Ltd"}, "language": {"classid": "eng", "classname": "English", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["oai:pubmedcentral.nih.gov:3958311"], "source": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "EMBO Molecular Medicine"}], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "Towards a new combination therapy for tuberculosis with next generation benzothiazinones"}]}
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The resulting QDs have been successfully used to probe multivalent interactions of HIV/Ebola receptors DC\\u2010SIGN and DC\\u2010SIGNR (collectively termed as DC\\u2010SIGN/R) using a sensitive, ratiometric F\\xf6rster resonance energy transfer (FRET) assay. The QD probes specifically bind DC\\u2010SIGN, but not its closely related receptor DC\\u2010SIGNR, which is further confirmed by its specific blocking of DC\\u2010SIGN engagement with the Ebola virus glycoprotein. Tuning the QD surface mannose valency reveals that DC\\u2010SIGN binds more efficiently to densely packed mannosides. A FRET\\u2010based thermodynamic study reveals that the binding is enthalpy\\u2010driven. This work establishes QD FRET as a rapid, sensitive technique for probing structure and thermodynamics of multivalent protein\\u2013ligand interactions."}], "format": [], "journal": {"issnPrinted": "1433-7851", "conferencedate": "", "vol": "55", "conferenceplace": "", "name": "Angewandte Chemie (International Ed. in English)", "iss": "15", "sp": "4738", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "1521-3773", "ep": "4742", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2016-03-01"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "John Wiley and Sons Inc."}, "language": {"classid": "eng", "classname": "English", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["oai:pubmedcentral.nih.gov:4979658"], "source": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Angewandte Chemie (International Ed. in English)"}], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "Compact, Polyvalent Mannose Quantum Dots as Sensitive, Ratiometric FRET Probes for Multivalent Protein\\u2013Ligand Interactions"}]}
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"S\\xf8gaard, Anne Johanne"}, {"surname": "Bjertness", "name": "Espen", "pid": [], "rank": 3, "affiliation": [], "fullname": "Bjertness, Espen"}, {"surname": "Selmer", "name": "Randi", "pid": [], "rank": 4, "affiliation": [], "fullname": "Selmer, Randi"}, {"surname": "Heyerdahl", "name": "Sonja", "pid": [], "rank": 5, "affiliation": [], "fullname": "Heyerdahl, Sonja"}], "instance": [{"refereed": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "hostedby": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "key": "10|opendoar____::8b6dd7db9af49e67306feb59a8bdc52c", "value": "Europe PubMed Central"}, "accessright": {"classid": "OPEN", "classname": "Open 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"", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "key": "10|opendoar____::eda80a3d5b344bc40f3bc04f65b7a357", "value": "PubMed Central"}, "processingchargeamount": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "instancetype": {"classid": "0001", "classname": "Article", "schemeid": "dnet:publication_resource", "schemename": "dnet:publication_resource"}}], "dateofcollection": "2018-06-09T13:09:56.823Z", "fulltext": [], "dateoftransformation": "2018-08-30T01:37:41.001Z", "description": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value":"Background Mental health problems are a worldwide public health burden. The literature concerning the mental health benefits from physical activity among adults has grown. Adolescents are less studied, and especially longitudinal studies are lacking. This paper investigates the associations between weekly hours of physical activity at age 15\\u201316 and mental health three years later. Methods Longitudinal self-reported health survey. The baseline study consisted of participants from the youth section of the Oslo Health Study, carried out in schools in 2000\\u20132001 (n = 3811). The follow-up in 2003\\u20132004 was conducted partly at school and partly through mail. A total of 2489 (1112 boys and 1377 girls) participated in the follow-up. Mental health was measured by the Strengths and Difficulties Questionnaire with an impact supplement. Physical activity was measured by a question on weekly hours of physical activity outside of school, defined as exertion \"to an extent that made you sweat and/or out of breath\". Adjustments were made for well-documented confounders and mental health at baseline. Results In boys, the number of hours spent on physical activity per week at age 15\\u201316 was negatively associated with emotional symptoms [B (95%CI) = -0.09 (-0.15, -0.03)] and peer problems [B (95%CI) = -0.08 (-0.14, -0.03)] at age 18\\u201319 after adjustments. In girls, there were no significant differences in SDQ subscales at age 18\\u201319 according to weekly hours of physical activity at age 15\\u201316 after adjustments. Boys and girls with five to seven hours of physical activity per week at age 15\\u201316 had the lowest mean scores for total difficulties and the lowest percentage with high impact score at age 18\\u201319, but the differences were not statistically significant after adjustments. Conclusion Weekly hours of physical activity at age 15\\u201316 years was weakly associated with mental health at three-year follow-up in boys. Results encourage a search for further knowledge about physical activity as a possible protective factor in relation to mental health problems in adolescence."}], "format": [], "journal": {"issnPrinted": "", "conferencedate": "", "vol": "7", "conferenceplace": "", "name": "BMC Public Health", "iss": "", "sp": "155", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "1471-2458", "ep": "155", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2007-07-01"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "BioMed Central"}, "language": {"classid": "eng", "classname": "English", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["oai:pubmedcentral.nih.gov:1955440"], "source": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "BMC Public Health"}], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "The association between weekly hours of physical activity and mental health: A three-year follow-up study of 15\\u201316-year-old students in the city of Oslo, Norway"}]}
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"schemeid": "dnet:subject_classification_typologies", "schemename": "dnet:subject_classification_typologies"}, "value": "Oral rehabilitation"}], "embargoenddate": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "lastupdatetimestamp": 0, "author": [{"surname": "Tereza", "name": "Guida Paola Genovez", "pid": [], "rank": 1, "affiliation": [], "fullname": "Tereza, Guida Paola Genovez"}, {"surname": "Dos Santos", "name": "Marcos Anto\\u0302nio Corre\\u0302a", "pid": [], "rank": 2, "affiliation": [], "fullname": "dos Santos, Marcos Ant\\xf4nio Corr\\xeaa"}, {"surname": "Winckler", "name": "Vivian Patricia Saldias Vargas", "pid": [], "rank": 3, "affiliation": [], "fullname": "Winckler, Vivian Patricia Saldias Vargas"}, {"surname": "Almeida", "name": "Ana Lu\\u0301cia Pompeia Fraga", "pid": [{"qualifier": {"classid": 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{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "url": ["http://europepmc.org/articles/PMC5933831"], "distributionlocation": "", "processingchargecurrency": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2018-04-01"}, "collectedfrom": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "key": "10|opendoar____::eda80a3d5b344bc40f3bc04f65b7a357", "value": "PubMed Central"}, "processingchargeamount": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "instancetype": {"classid": "0001", "classname": "Article", "schemeid": "dnet:publication_resource", "schemename": "dnet:publication_resource"}}], "dateofcollection": "2018-06-15T02:59:16.126Z", "fulltext": [], "dateoftransformation": "2018-08-30T02:39:11.807Z", "description": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Abstract Objective This study analyzed the maintenance of lateral incisors in the dental rehabilitation of individuals with cleft lip and palate. Material and Methods The study was conducted on a tertiary craniofacial center and comprised retrospective analysis of panoramic and periapical radiographs of Caucasoid individuals with non-syndromic complete unilateral cleft lip and palate, analyzing all radiographs available on the records of each individual, from the first to the last up to 12 years of age. Overall, 2,826 records were reviewed to achieve a sample of 1,000 individuals. Among these, 487 individuals presented the permanent lateral incisors on both cleft and non-cleft sides, which were included in this study. Results The results were evaluated in percentages and by descriptive statistics. The association between maintenance of the lateral incisor and timing of alveolar bone graft were analyzed by the t test. Among the 487 individuals, 265 had not completed treatment, 62 presented insufficient information, and 44 concluded the treatment elsewhere. Among the remaining 116 individuals, the lateral incisor was extracted from 88 (75.86%) of them on the cleft side (CS) and from 23 (19.83%) people on the non-cleft side (NCS). The age at accomplishment of alveolar bone graft was significantly associated with maintenance of the lateral incisor on the cleft side (p<0.01). Most extractions were indicated because of the inadequate positioning on the CS and for midline correction on the NCS. Rehabilitation was primarily completed by orthodontic movement (53 individuals on the CS and 13 individuals on the NCS). Conclusion In conclusion, the lateral incisor on the cleft side was not maintained in most individuals. Positive relationship was observed between extraction of the lateral incisor and age at accomplishment of the alveolar bone graft, suggesting the need to anticipate the initial radiographic evaluation to enhance its maintenance and reduce the procedures required for rehabilitation."}], "format": [], "journal": {"issnPrinted": "1678-7757", "conferencedate": "", "vol": "26", "conferenceplace": "", "name": "Journal of Applied Oral Science", "iss": "", "sp": "", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "1678-7765", "ep": "", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2018-04-01"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Faculdade De Odontologia De Bauru - USP"}, "language": {"classid": "eng", "classname": "English", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["oai:pubmedcentral.nih.gov:5933831"], "source": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Journal of Applied Oral Science"}], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "The maxillary lateral incisor in the rehabilitation of cleft lip and palate"}]}
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"invisible": false, "trust": ""}, "value": "Background Access to, and use of, dental health services in Brazil have improved since 2003. The increase of private health care plans and the implementation of the \\u201cSmiling Brazil\\u201d Program, the largest public oral health care program in the world, could have influenced this increase in access. However, we do not yet know if inequalities in the use of dental health services persist after the improvement in access. The aims of this study are to analyze socioeconomic differences for dental health service use between 2003 and 2008 in S\\xe3o Paulo and to examine changes in these associations since the implementation of the Smiling Brazil program in 2003. Method Data was obtained via two household health surveys (ISA-Capital 2003 and ISA-Capital 2008) which investigated living conditions, lifestyle, health status and use of health care services. Logistic regression was used to analyze associations between socioeconomic factors and dental services use. Additionally, trends from 2003 to 2008 regarding socioeconomic characteristics and dental health service use were explored. Results Overall, dental health service use increased between 2003 and 2008 and was at both time points more common among those who had higher income, better education, better housing conditions, private health care plans and were Caucasian. Inequalities in use of dental health care did not decrease over time. Among the reasons for not seeking dental care, not having teeth and financial difficulty were more common in lower socioeconomic groups, while thinking it was unnecessary was more common in higher socioeconomic groups. Conclusions The Brazilian oral health policy is still in a period of expansion and seems to have contributed slightly to increased dental health service use, but has not influenced socioeconomic inequalities in the use of these services. Acquiring deeper knowledge about inequalities in dental health service use will contribute to better understanding of potential barriers to reducing them. Electronic supplementary material The online version of this article (doi:10.1186/s12913-016-1928-y) contains supplementary material, which is available to authorized users."}], "format": [], "journal": {"issnPrinted": "", "conferencedate": "", "vol": "16", "conferenceplace": "", "name": "BMC Health Services Research", "iss": "", "sp": "", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "1472-6963", "ep": "", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2016-12-01"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "BioMed Central"}, "language": {"classid": "eng", "classname": "English", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["oai:pubmedcentral.nih.gov:5142432"], "source": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "BMC Health Services Research"}], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "Socioeconomic inequalities in dental health services in Sao Paulo, Brazil, 2003\\u20132008"}]}
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The latter is especially disturbing with the increase in multiresistant bacterial clones worldwide. Bacterial biofilm formation is a multistep process that starts with surface adhesion, after which attached bacteria divide and give rise to biomass. The actual steps required for Haemophilus influenzae biofilm formation are largely not known. We show that interference with peptidoglycan biosynthesis increases biofilm formation because of the release of bacterial genomic DNA. Subinhibitory concentrations of \\u03b2-lactam antibiotics, which are often prescribed to treat H.\\xa0influenzae infections, increase biofilm formation through a similar mechanism. Therefore, when \\u03b2-lactam antibiotics do not reach their MIC in vivo, they might not only drive selection for \\u03b2-lactam-resistant clones but also increase biofilm formation and resistance to other antimicrobial compounds."}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "ABSTRACT Nontypeable Haemophilus influenzae (NTHi) is an opportunistic pathogen that mainly causes otitis media in children and community-acquired pneumonia or exacerbations of chronic obstructive pulmonary disease in adults. A large variety of studies suggest that biofilm formation by NTHi may be an important step in the pathogenesis of this bacterium. However, the underlying mechanisms involved in this process are poorly elucidated. In this study, we used a transposon mutant library to identify bacterial genes involved in biofilm formation. The growth and biofilm formation of 4,172 transposon mutants were determined, and the involvement of the identified genes in biofilm formation was validated in in vitro experiments. Here, we present experimental data showing that increased bacterial lysis, through interference with peptidoglycan synthesis, results in elevated levels of extracellular DNA, which increased biofilm formation. Interestingly, similar results were obtained with subinhibitory concentrations of \\u03b2-lactam antibiotics, known to interfere with peptidoglycan synthesis, but such an effect does not appear with other classes of antibiotics. These results indicate that treatment with \\u03b2-lactam antibiotics, especially for \\u03b2-lactam-resistant NTHi isolates, might increase resistance to antibiotics by increasing biofilm formation. IMPORTANCE Most, if not all, bacteria form a biofilm, a multicellular structure that protects them from antimicrobial actions of the host immune system and affords resistance to antibiotics. The latter is especially disturbing with the increase in multiresistant bacterial clones worldwide. Bacterial biofilm formation is a multistep process that starts with surface adhesion, after which attached bacteria divide and give rise to biomass. The actual steps required for Haemophilus influenzae biofilm formation are largely not known. We show that interference with peptidoglycan biosynthesis increases biofilm formation because of the release of bacterial genomic DNA. Subinhibitory concentrations of \\u03b2-lactam antibiotics, which are often prescribed to treat H.\\xa0influenzae infections, increase biofilm formation through a similar mechanism. Therefore, when \\u03b2-lactam antibiotics do not reach their MIC in vivo, they might not only drive selection for \\u03b2-lactam-resistant clones but also increase biofilm formation and resistance to other antimicrobial compounds."}], "format": [], "journal": {"issnPrinted": "", "conferencedate": "", "vol": "2", "conferenceplace": "", "name": "mSphere", "iss": "1", "sp": "", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "2379-5042", "ep": "", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2017-01-01"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "American Society for Microbiology"}, "language": {"classid": "eng", "classname": "English", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["oai:pubmedcentral.nih.gov:5244263"], "source": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "mSphere"}], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "Bacterial Lysis through Interference with Peptidoglycan Synthesis Increases Biofilm Formation by Nontypeable Haemophilus influenzae"}]}
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"deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "key": "10|opendoar____::eda80a3d5b344bc40f3bc04f65b7a357", "value": "PubMed Central"}, "processingchargeamount": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "instancetype": {"classid": "0001", "classname": "Article", "schemeid": "dnet:publication_resource", "schemename": "dnet:publication_resource"}}], "dateofcollection": "2018-06-13T16:32:55.324Z", "fulltext": [], "dateoftransformation": "2018-08-30T08:27:50.134Z", "description": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Macrocyclic lactones (ML) are important anthelmintics used in animals and humans against parasite nematodes, but their therapeutic success is compromised by the spread of ML resistance. Some ABC transporters, such as p-glycoproteins (Pgps), are selected and overexpressed in ML-resistant nematodes, supporting a role for some drug efflux proteins in ML resistance. However, the role of such proteins in ML transport remains to be clarified at the molecular level. Recently, Caenorhabditis elegans Pgp-1 (Cel-Pgp-1) has been crystallized, and its drug-modulated ATPase function characterized in\\xa0vitro revealed Cel-Pgp-1 as a multidrug transporter. Using this crystal structure, we have developed an in silico drug docking model in order to study the binding of ML and other anthelmintic drugs to Cel-Pgp-1. All tested ML bound with high affinity in a unique site, within the inner chamber of the protein, supporting that ML may be transported by Cel-Pgp-1. Interestingly, interacting residues delineate a ML specific fingerprint involving H-bonds, including T1028. In particular, benzofurane and spiroketal moieties bound to specific sub-sites. When compared with the aglycone ML, such as moxidectin and ivermectin aglycone, avermectin anthelmintics have significant higher affinity for Cel-Pgp-1, likely due to the sugar substituent(s) that bind to a specific area involving H-bonds at Y771. Triclabendazole, closantel and emodepside bound with good affinities to different sub-sites in the inner chamber, partially overlapping with the ML binding site, suggesting that they could compete for Cel-Pgp-1-mediated ML transport. In conclusion, this work provides novel information on the role of nematode Pgps in transporting anthelmintics, and a valuable tool to predict drug-drug interactions and to rationally design new competitive inhibitors of clinically-relevant nematode Pgps, to improve anthelmintic therapeutics."}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Graphical abstract Ivermectin (red spheres) binding to Cel-Pgp-1 (blue ribbon: N-term, yellow ribbon: C-term).Image 1"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Highlights \\u2022 Cel-Pgp-1 cristal provides a valuable tool to study anthelmintic interactions. \\u2022 Cel-Pgp-1 recognizes a broad panel of anthelmintics, including macrocyclic lactones. \\u2022 Cel-Pgp-1 is predicted to transport MLs and contribute to anthelmintic resistance. \\u2022 Sugars in avermectins increase the affinity to Cel-Pgp-1 compared with moxidectin. \\u2022 These data provide a basis for modelling ABC homologs in parasitic nematodes."}], "format": [], "journal": {"issnPrinted": "", "conferencedate": "", "vol": "6", "conferenceplace": "", "name": "International Journal for Parasitology: Drugs and Drug Resistance", "iss": "3", "sp": "299", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "2211-3207", "ep": "313", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2016-09-01"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Elsevier"}, "language": {"classid": "eng", "classname": "English", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["oai:pubmedcentral.nih.gov:5196494"], "source": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "International Journal for Parasitology: Drugs and Drug Resistance"}], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "In silico analysis of the binding of anthelmintics to Caenorhabditis elegansP-glycoprotein 1"}]}
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Recently it has received a lot of attention as a substrate to grow and isolate graphene as well as for its intrinsic UV lasing response. Similar to carbon, one-dimensional boron nitride nanotubes (BNNTs) have been theoretically predicted and later synthesised. Here we use first principles simulations to unambiguously demonstrate that i) BN nanotubes inherit the highly efficient UV luminescence of hexagonal BN; ii) the application of an external perpendicular field closes the electronic gap keeping the UV lasing with lower yield; iii) defects in BNNTS are responsible for tunable light emission from the UV to the visible controlled by a transverse electric field (TEF). 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Previous estimates based on genomic datasets may have been biased by the use of admixed individuals from Latino populations, while other recent studies using samples from Native American individuals relied on approximated analytical approaches. In this study we use resequencing data for nine independent regions in a set of Native American and Siberian individuals and a full-likelihood approach based on isolation-with-migration scenarios accounting for recent flow between Asian and Native American populations. Our results suggest that, in agreement with previous studies, the effective size of the Native American population was small, most likely in the order of a few hundred individuals, with point estimates close to 250 individuals, even though credible intervals include a number as large as ~4,000 individuals. Recognizing the size of the genetic bottleneck during the peopling of the Americas is important for determining the extent of genetic markers needed to characterize Native American populations in genome-wide studies and to evaluate the adaptive potential of genetic variants in this population."}], "format": [], "journal": {"issnPrinted": "1415-4757", "conferencedate": "", "vol": "41", "conferenceplace": "", "name": "Genetics and Molecular Biology", "iss": "1 Suppl 1", "sp": "206", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "1678-4685", "ep": "214", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2018-01-01"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Sociedade Brasileira de Gen\\xe9tica"}, "language": {"classid": "eng", "classname": "English", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["oai:pubmedcentral.nih.gov:5913727"], "source": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Genetics and Molecular Biology"}], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "How strong was the bottleneck associated to the peopling of the Americas? New insights from multilocus sequence data"}]}
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They are usually maintained with 10% fetal bovine serum (FBS) in vitro. Modified platelet-rich plasma (mPRP) would be a safe alternative to 10% FBS during SHEDs culture. Therefore, our study aimed to compare the proliferation and differentiation of SHEDs cultured in mPRP and FBS medium to explore an optimal concentration of mPRP for SHEDs maintenance. Platelets were harvested by automatic blood cell analyzer and activated by repeated liquid nitrogen freezing and thawing. The platelet-related cytokines were examined and analyzed by ELISA. SHEDs were extracted and cultured with different concentrations of mPRP or 10% FBS medium. Alkaline phosphatase (ALP) activity was measured. Mineralization factors, RUNX2 and OCN, were measured by real-time PCR. SHEDs were characterized with mesenchymal stem cells (MSCs) markers including vimentin, CD44, and CD105. mPRP at different concentrations (2, 5, 10, and 20%) enhanced the growth of SHEDs. 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A large variety of studies suggest that biofilm formation by NTHi may be an important step in the pathogenesis of this bacterium. However, the underlying mechanisms involved in this process are poorly elucidated. In this study, we used a transposon mutant library to identify bacterial genes involved in biofilm formation. The growth and biofilm formation of 4,172 transposon mutants were determined, and the involvement of the identified genes in biofilm formation was validated in in vitro experiments. Here, we present experimental data showing that increased bacterial lysis, through interference with peptidoglycan synthesis, results in elevated levels of extracellular DNA, which increased biofilm formation. Interestingly, similar results were obtained with subinhibitory concentrations of \\u03b2-lactam antibiotics, known to interfere with peptidoglycan synthesis, but such an effect does not appear with other classes of antibiotics. These results indicate that treatment with \\u03b2-lactam antibiotics, especially for \\u03b2-lactam-resistant NTHi isolates, might increase resistance to antibiotics by increasing biofilm formation. IMPORTANCE Most, if not all, bacteria form a biofilm, a multicellular structure that protects them from antimicrobial actions of the host immune system and affords resistance to antibiotics. The latter is especially disturbing with the increase in multiresistant bacterial clones worldwide. Bacterial biofilm formation is a multistep process that starts with surface adhesion, after which attached bacteria divide and give rise to biomass. The actual steps required for Haemophilus influenzae biofilm formation are largely not known. We show that interference with peptidoglycan biosynthesis increases biofilm formation because of the release of bacterial genomic DNA. Subinhibitory concentrations of \\u03b2-lactam antibiotics, which are often prescribed to treat H. influenzae infections, increase biofilm formation through a similar mechanism. 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A large variety of studies suggest that biofilm formation by NTHi may be an important step in the pathogenesis of this bacterium. However, the underlying mechanisms involved in this process are poorly elucidated. In this study, we used a transposon mutant library to identify bacterial genes involved in biofilm formation. The growth and biofilm formation of 4,172 transposon mutants were determined, and the involvement of the identified genes in biofilm formation was validated in in vitro experiments. Here, we present experimental data showing that increased bacterial lysis, through interference with peptidoglycan synthesis, results in elevated levels of extracellular DNA, which increased biofilm formation. Interestingly, similar results were obtained with subinhibitory concentrations of \\u03b2-lactam antibiotics, known to interfere with peptidoglycan synthesis, but such an effect does not appear with other classes of antibiotics. 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A large variety of studies suggest that biofilm formation by NTHi may be an important step in the pathogenesis of this bacterium. However, the underlying mechanisms involved in this process are poorly elucidated. In this study, we used a transposon mutant library to identify bacterial genes involved in biofilm formation. The growth and biofilm formation of 4,172 transposon mutants were determined, and the involvement of the identified genes in biofilm formation was validated in in vitro experiments. Here, we present experimental data showing that increased bacterial lysis, through interference with peptidoglycan synthesis, results in elevated levels of extracellular DNA, which increased biofilm formation. Interestingly, similar results were obtained with subinhibitory concentrations of \\u03b2-lactam antibiotics, known to interfere with peptidoglycan synthesis, but such an effect does not appear with other classes of antibiotics. These results indicate that treatment with \\u03b2-lactam antibiotics, especially for \\u03b2-lactam-resistant NTHi isolates, might increase resistance to antibiotics by increasing biofilm formation."}], "format": [], "journal": {"issnPrinted": "", "conferencedate": "", "vol": "", "conferenceplace": "", "name": "", "iss": "", "sp": "", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "", "ep": "", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "American Society for Microbiology"}, "language": {"classid": "eng", "classname": "English", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["oai:recercat.cat:2072/349076"], "source": [], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "Bacterial lysis through interference with peptidoglycan synthesis increases biofilm formation by nontypeable haemophilus influenzae"}]}
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A large variety of studies suggest that biofilm formation by NTHi may be an important step in the pathogenesis of this bacterium. However, the underlying mechanisms involved in this process are poorly elucidated. In this study, we used a transposon mutant library to identify bacterial genes involved in biofilm formation. The growth and biofilm formation of 4,172 transposon mutants were determined, and the involvement of the identified genes in biofilm formation was validated in in vitro experiments. Here, we present experimental data showing that increased bacterial lysis, through interference with peptidoglycan synthesis, results in elevated levels of extracellular DNA, which increased biofilm formation. Interestingly, similar results were obtained with subinhibitory concentrations of \\u03b2-lactam antibiotics, known to interfere with peptidoglycan synthesis, but such an effect does not appear with other classes of antibiotics. These results indicate that treatment with \\u03b2-lactam antibiotics, especially for \\u03b2-lactam-resistant NTHi isolates, might increase resistance to antibiotics by increasing biofilm formation. IMPORTANCE Most, if not all, bacteria form a biofilm, a multicellular structure that protects them from antimicrobial actions of the host immune system and affords resistance to antibiotics. The latter is especially disturbing with the increase in multiresistant bacterial clones worldwide. Bacterial biofilm formation is a multistep process that starts with surface adhesion, after which attached bacteria divide and give rise to biomass. The actual steps required for Haemophilus influenzae biofilm formation are largely not known. We show that interference with peptidoglycan biosynthesis increases biofilm formation because of the release of bacterial genomic DNA. Subinhibitory concentrations of \\u03b2-lactam antibiotics, which are often prescribed to treat H. influenzae infections, increase biofilm formation through a similar mechanism. Therefore, when \\u03b2-lactam antibiotics do not reach their MIC in vivo, they might not only drive selection for \\u03b2-lactam-resistant clones but also increase biofilm formation and resistance to other antimicrobial compounds."}], "format": [], "journal": {"issnPrinted": "", "conferencedate": "", "vol": "", "conferenceplace": "", "name": "", "iss": "", "sp": "", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "", "ep": "", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "American Society for Microbiology"}, "language": {"classid": "eng", "classname": "English", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["oai:recercat.cat:2072/335412"], "source": [], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "Bacterial Lysis through Interference with Peptidoglycan Synthesis Increases Biofilm Formation by Nontypeable Haemophilus influenzae"}]}
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In this study, we investigated whether the split-and-merge Bayesian stochastic search variable selection (BSSVS) model could overcome these issues. BSSVS is performed first on subsets of sequence-based variants and then on a merged dataset containing variants selected in the first step. Results: We used a dataset that included 4,154,064 variants after editing and de-regressed proofs for 3415 reference and 2138 validation bulls for somatic cell score, protein yield and interval first to last insemination. In the first step, BSSVS was performed on 106 subsets each containing ~39,189 variants. In the second step, 1060 up to 472,492 variants, selected from the first step, were included to estimate the accuracy of genomic prediction. Accuracies were at best equal to those achieved with the commonly used Bovine 50k-SNP chip, although the number of variants within a few well-known quantitative trait loci regions was considerably enriched. When variant selection and the final genomic prediction were performed on the same data, predictions were biased. Predictions computed as the average of the predictions computed for each subset achieved the highest accuracies, i.e. 0.5 to 1.1 % higher than the accuracies obtained with the 50k-SNP chip, and yielded the least biased predictions. Finally, the accuracy of genomic predictions obtained when all sequence-based variants were included was similar or up to 1.4 % lower compared to that based on the average predictions across the subsets. By applying parallelization, the split-and-merge procedure was completed in 5 days, while the standard analysis including all sequence-based variants took more than three months. Conclusions: The split-and-merge approach splits one large computational task into many much smaller ones, which allows the use of parallel processing and thus efficient genomic prediction based on whole-genome sequence data. 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S.", "pid": [], "rank": 4, "affiliation": [], "fullname": "MOREIRA, FATIMA M.S."}], "instance": [{"refereed": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "hostedby": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "key": "10|opendoar____::996a7fa078cc36c46d02f9af3bef918b", "value": "Scientific Electronic Library Online - Brazil"}, "accessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "license": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "http://creativecommons.org/licenses/by/4.0/"}, "url": ["http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0001-37652017005017105&lng=en&tlng=en"], "distributionlocation": "", "processingchargecurrency": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2017-08-07"}, "collectedfrom": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "key": "10|opendoar____::996a7fa078cc36c46d02f9af3bef918b", "value": "Scientific Electronic Library Online - Brazil"}, "processingchargeamount": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "instancetype": {"classid": "0001", "classname": "Article", "schemeid": "dnet:publication_resource", "schemename": "dnet:publication_resource"}}], "dateofcollection": "2017-11-22T20:32:48.11Z", "fulltext": [], "dateoftransformation": "2020-03-05T16:48:34.762Z", "description": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "ABSTRACT In this work, we hypothesized that two spore-based methods, direct analysis of field samples and trap cultures, simultaneously used for assessment of occurrence and species richness of arbuscular mycorrhizal fungi (AMF) may vary in their efficiency according to the environmental conditions and the total AMF species richness of the evaluated ecosystem. The performance of both methods was analyzed based on two datasets: 1) a complete site x species matrix compiled from two studies in different land uses in the Amazon using direct analysis of field samples and trap cultures. 2) Total number of AMF morphotypes detected by both methods in published manuscripts across several ecosystems. From dataset 1, direct analysis of field samples revealed 57 morphotypes, whereas only 21 of these were detected by trap culture. Community variation (beta diversity) analysis revealed that field samples are far more sensitive in detecting shifts in AMF community composition among land uses than trap cultures in the Amazon region, with the combined results of both methods being not better than that obtained only by direct analysis of field samples. Analysis of dataset 2 showed that the relative performance of trap cultures, using direct analysis of field sample as reference, was inversely related to the total observed AMF species richness."}], "format": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "text/html"}], "journal": {"issnPrinted": "", "conferencedate": "", "vol": "", "conferenceplace": "", "name": "", "iss": "", "sp": "", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "", "ep": "", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2017-08-07"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Academia Brasileira de Ci\\xeancias"}, "language": {"classid": "eng", "classname": "English", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["oai:scielo:S0001-37652017005017105"], "source": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Anais da Academia Brasileira de Ci\\xeancias, Issue: ahead, Published: 07 AUG 2017"}], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "Assessment of the occurrence and richness of arbuscular mycorrhizal fungal spores by direct analysis of field samples and trap culture - a comparative study"}]}
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"50|od_______608::5cea59e3711ee7fa68f626b4350ca947", "subject": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "keyword", "classname": "keyword", "schemeid": "dnet:result_subject", "schemename": "dnet:result_subject"}, "value": "dengue 4"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "keyword", "classname": "keyword", "schemeid": "dnet:result_subject", "schemename": "dnet:result_subject"}, "value": "epidemiology"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, 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"schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "lastupdatetimestamp": 0, "author": [{"surname": "Ramalho", "name": "Izabel Leti\\u0301cia Cavalcante", "pid": [], "rank": 1, "affiliation": [], "fullname": "Ramalho, Izabel Let\\xedcia Cavalcante"}, {"surname": "Arau\\u0301jo", "name": "Fernanda Montenegro Carvalho", "pid": [], "rank": 2, "affiliation": [], "fullname": "Ara\\xfajo, Fernanda Montenegro de Carvalho"}, {"surname": "Cavalcanti", "name": "Luciano Pamplona Go\\u0301es", "pid": [], "rank": 3, "affiliation": [], "fullname": "Cavalcanti, Luciano Pamplona de G\\xf3es"}, {"surname": "Braga", "name": "Deborah Nunes Melo", "pid": [], "rank": 4, "affiliation": [], "fullname": "Braga, Deborah Nunes Melo"}, {"surname": "Perdiga\\u0303o", "name": "Anne Carolinne Bezerra", "pid": [], "rank": 5, "affiliation": [], "fullname": "Perdig\\xe3o, Anne Carolinne Bezerra"}, {"surname": "Santos", "name": "Flavia Barreto Dos", "pid": [], "rank": 6, "affiliation": [], "fullname": "Santos, Flavia Barreto dos"}, {"surname": "Nogueira", "name": "Fernanda Bruycker", "pid": [], "rank": 7, "affiliation": [], "fullname": "Nogueira, Fernanda de Bruycker"}, {"surname": "Esco\\u0301ssia", "name": "Kiliana Nogueira Farias Da", "pid": [], "rank": 8, "affiliation": [], "fullname": "Esc\\xf3ssia, Kiliana Nogueira Farias da"}, {"surname": "Guedes", "name": "Maria Izabel Florindo", "pid": [], "rank": 9, "affiliation": [], "fullname": "Guedes, Maria Izabel Florindo"}], "instance": [{"refereed": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "hostedby": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "key": "10|opendoar____::996a7fa078cc36c46d02f9af3bef918b", "value": "Scientific Electronic Library Online - Brazil"}, "accessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "license": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "http://creativecommons.org/licenses/by/4.0/"}, "url": ["http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0074-02762018001100300&lng=en&tlng=en"], "distributionlocation": "", "processingchargecurrency": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2018-10-18"}, "collectedfrom": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "key": "10|opendoar____::996a7fa078cc36c46d02f9af3bef918b", "value": "Scientific Electronic Library Online - Brazil"}, "processingchargeamount": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "instancetype": {"classid": "0001", "classname": "Article", "schemeid": "dnet:publication_resource", "schemename": "dnet:publication_resource"}}], "dateofcollection": "2018-10-17T15:29:29.5Z", "fulltext": [], "dateoftransformation": "2020-03-05T17:09:49.618Z", "description": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "BACKGROUND The first dengue cases in Brazil with laboratory confirmation occurred in the northern region of the country, with the isolation of two serotypes, dengue virus 1 (DENV-1) and DENV-4. In Cear\\xe1, the introduction of DENV-4 was reported during a DENV-1 epidemic in 2011, with only two isolations. OBJECTIVES The aim of this study was to characterise the first DENV-4 epidemic in the state of Cear\\xe1, Brazil. METHODS The study population was composed of patients with suspected dengue that were reported to health care units from January to December 2012. The laboratory confirmation of infection was made by viral isolation, reverse transcription polymerase chain reaction (RT-PCR), AgNS1, immunohistochemistry and IgM enzyme-linked immunosorbent assay (ELISA). MAIN CONCLUSIONS In the study year, 72,211 suspected dengue cases were reported and 51,865 of these cases (71.8%) were confirmed to be positive. Co-circulation of three serotypes, DENV-1, DENV-3 and DENV-4, was detected with a predominance of DENV-4 (95.3%). Most cases were not severe, but there were 44 fatal outcomes. DENV-4 Genotype II was identified for the first time in Cear\\xe1."}], "format": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "text/html"}], "journal": {"issnPrinted": "", "conferencedate": "", "vol": "", "conferenceplace": "", "name": "", "iss": "", "sp": "", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "", "ep": "", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2018-10-18"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Instituto Oswaldo Cruz, Minist\\xe9rio da Sa\\xfade"}, "language": {"classid": "eng", "classname": "English", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["oai:scielo:S0074-02762018001100300"], "source": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Mem\\xf3rias do Instituto Oswaldo Cruz, Volume: 113, Issue: 11, Article number: e180320, Published: 18 OCT 2018"}], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "Dengue 4 in Cear\\xe1, Brazil: characterisation of epidemiological and laboratorial aspects and causes of death during the first epidemic in the state"}]}
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R.", "pid": [], "rank": 1, "affiliation": [], "fullname": "Fagundes, Nelson J.R."}, {"surname": "Tagliani-Ribeiro", "name": "Alice", "pid": [], "rank": 2, "affiliation": [], "fullname": "Tagliani-Ribeiro, Alice"}, {"surname": "Rubicz", "name": "Rohina", "pid": [], "rank": 3, "affiliation": [], "fullname": "Rubicz, Rohina"}, {"surname": "Tarskaia", "name": "Larissa", "pid": [], "rank": 4, "affiliation": [], "fullname": "Tarskaia, Larissa"}, {"surname": "Crawford", "name": "Michael H.", "pid": [], "rank": 5, "affiliation": [], "fullname": "Crawford, Michael H."}, {"surname": "Salzano", "name": "Francisco M.", "pid": [], "rank": 6, "affiliation": [], "fullname": "Salzano, Francisco M."}, {"surname": "Bonatto", "name": "Sandro L.", "pid": [], "rank": 7, "affiliation": [], "fullname": "Bonatto, Sandro L."}], "instance": [{"refereed": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "hostedby": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "key": "10|opendoar____::996a7fa078cc36c46d02f9af3bef918b", "value": "Scientific Electronic Library Online - Brazil"}, "accessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "license": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "http://creativecommons.org/licenses/by/4.0/"}, "url": ["http://www.scielo.br/scielo.php?script=sci_arttext&pid=S1415-47572018000200206&lng=en&tlng=en"], "distributionlocation": "", "processingchargecurrency": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2018-01-01"}, "collectedfrom": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "key": "10|opendoar____::996a7fa078cc36c46d02f9af3bef918b", "value": "Scientific Electronic Library Online - Brazil"}, "processingchargeamount": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "instancetype": {"classid": "0001", "classname": "Article", "schemeid": "dnet:publication_resource", "schemename": "dnet:publication_resource"}}], "dateofcollection": "2018-04-22T15:08:13.708Z", "fulltext": [], "dateoftransformation": "2020-03-05T17:56:15.371Z", "description": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Abstract In spite of many genetic studies that contributed for a deep knowledge about the peopling of the Americas, no consensus has emerged about important parameters such as the effective size of the Native Americans founder population. Previous estimates based on genomic datasets may have been biased by the use of admixed individuals from Latino populations, while other recent studies using samples from Native American individuals relied on approximated analytical approaches. In this study we use resequencing data for nine independent regions in a set of Native American and Siberian individuals and a full-likelihood approach based on isolation-with-migration scenarios accounting for recent flow between Asian and Native American populations. Our results suggest that, in agreement with previous studies, the effective size of the Native American population was small, most likely in the order of a few hundred individuals, with point estimates close to 250 individuals, even though credible intervals include a number as large as ~4,000 individuals. Recognizing the size of the genetic bottleneck during the peopling of the Americas is important for determining the extent of genetic markers needed to characterize Native American populations in genome-wide studies and to evaluate the adaptive potential of genetic variants in this population."}], "format": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "text/html"}], "journal": {"issnPrinted": "", "conferencedate": "", "vol": "", "conferenceplace": "", "name": "", "iss": "", "sp": "", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "", "ep": "", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2018-01-01"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Sociedade Brasileira de Gen\\xe9tica"}, "language": {"classid": "eng", "classname": "English", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["oai:scielo:S1415-47572018000200206"], "source": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Genetics and Molecular Biology, Volume: 41, Issue: 1 Supplement 1, Pages: 206-214, Published: 2018"}], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "How strong was the bottleneck associated to the peopling of the Americas? New insights from multilocus sequence data"}]}
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P.", "pid": [], "rank": 1, "affiliation": [], "fullname": "Vasconcellos, S. P"}, {"surname": "Cereda", "name": "M. P.", "pid": [], "rank": 2, "affiliation": [], "fullname": "Cereda, M. P."}, {"surname": "Cagnon", "name": "J. R.", "pid": [], "rank": 3, "affiliation": [], "fullname": "Cagnon, J. R."}, {"surname": "Foglio", "name": "M. A.", "pid": [], "rank": 4, "affiliation": [], "fullname": "Foglio, M.A."}, {"surname": "Rodrigues", "name": "R. A.", "pid": [], "rank": 5, "affiliation": [], "fullname": "Rodrigues, R.A."}, {"surname": "Manfio", "name": "G. P.", "pid": [], "rank": 6, "affiliation": [], "fullname": "Manfio, G. P."}, {"surname": "Oliveira", "name": "V. M.", "pid": [], "rank": 7, "affiliation": [], "fullname": "Oliveira, V. 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Thirty one microbial strains were isolated from manipueira, a liquid effluent of cassava processing factories. Among these strains, Bacillus licheniformis (isolate 2_2) and Rhodotorulla glutinis (isolate L1) were able to degrade 71% and 95% of added linamarin, respectively, within 7 days, showing high biodegradation activity and great potential for detoxification of cassava processing wastewaters."}], "format": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "text/html"}], "journal": {"issnPrinted": "", "conferencedate": "", "vol": "", "conferenceplace": "", "name": "", "iss": "", "sp": "", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "", "ep": "", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2009-12-01"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Sociedade Brasileira de Microbiologia"}, "language": {"classid": "eng", "classname": "English", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["oai:scielo:S1517-83822009000400019"], "source": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Brazilian Journal of Microbiology, Volume: 40, Issue: 4, Pages: 879-883, Published: DEC 2009"}], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "In vitro degradation of linamarin by microorganisms isolated from cassava wastewater treatment lagoons"}]}
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DE"}, {"surname": "Siqueira", "name": "Jose\\u0301 Oswaldo", "pid": [], "rank": 3, "affiliation": [], "fullname": "SIQUEIRA, JOS\\xc9 OSWALDO"}, {"surname": "Moreira", "name": "Fatima M. S.", "pid": [], "rank": 4, "affiliation": [], "fullname": "MOREIRA, FATIMA M.S."}], "instance": [{"refereed": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "hostedby": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "key": "10|opendoar____::996a7fa078cc36c46d02f9af3bef918b", "value": "Scientific Electronic Library Online - Brazil"}, "accessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "license": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "http://creativecommons.org/licenses/by/4.0/"}, "url": ["http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0001-37652018000502359&lng=en&tlng=en"], "distributionlocation": "", "processingchargecurrency": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2017-08-07"}, "collectedfrom": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "key": "10|opendoar____::996a7fa078cc36c46d02f9af3bef918b", "value": "Scientific Electronic Library Online - Brazil"}, "processingchargeamount": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "instancetype": {"classid": "0001", "classname": "Article", "schemeid": "dnet:publication_resource", "schemename": "dnet:publication_resource"}}], "dateofcollection": "2018-08-24T15:05:35.27Z", "fulltext": [], "dateoftransformation": "2020-03-05T18:26:36.905Z", "description": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "ABSTRACT In this work, we hypothesized that two spore-based methods, direct analysis of field samples and trap cultures, simultaneously used for assessment of occurrence and species richness of arbuscular mycorrhizal fungi (AMF) may vary in their efficiency according to the environmental conditions and the total AMF species richness of the evaluated ecosystem. The performance of both methods was analyzed based on two datasets: 1) a complete site x species matrix compiled from two studies in different land uses in the Amazon using direct analysis of field samples and trap cultures. 2) Total number of AMF morphotypes detected by both methods in published manuscripts across several ecosystems. From dataset 1, direct analysis of field samples revealed 57 morphotypes, whereas only 21 of these were detected by trap culture. Community variation (beta diversity) analysis revealed that field samples are far more sensitive in detecting shifts in AMF community composition among land uses than trap cultures in the Amazon region, with the combined results of both methods being not better than that obtained only by direct analysis of field samples. Analysis of dataset 2 showed that the relative performance of trap cultures, using direct analysis of field sample as reference, was inversely related to the total observed AMF species richness."}], "format": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "text/html"}], "journal": {"issnPrinted": "", "conferencedate": "", "vol": "", "conferenceplace": "", "name": "", "iss": "", "sp": "", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "", "ep": "", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2017-08-07"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Academia Brasileira de Ci\\xeancias"}, "language": {"classid": "eng", "classname": "English", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["oai:scielo:S0001-37652018000502359"], "source": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Anais da Academia Brasileira de Ci\\xeancias, Volume: 90, Issue: 2 Supplement 1, Pages: 2359-2373, Published: 07 AUG 2017"}], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "Assessment of the occurrence and richness of arbuscular mycorrhizal fungal spores by direct analysis of field samples and trap culture - a comparative study"}]}
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Brazil"}, "accessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "license": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "http://creativecommons.org/licenses/by/4.0/"}, "url": ["http://www.scielo.br/scielo.php?script=sci_arttext&pid=S1678-77572012000400005&lng=en&tlng=en"], "distributionlocation": "", "processingchargecurrency": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2012-08-01"}, "collectedfrom": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "key": "10|opendoar____::996a7fa078cc36c46d02f9af3bef918b", "value": "Scientific Electronic Library Online - Brazil"}, "processingchargeamount": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "instancetype": {"classid": "0001", "classname": "Article", "schemeid": "dnet:publication_resource", "schemename": "dnet:publication_resource"}}], "dateofcollection": "2017-11-22T18:29:07.458Z", "fulltext": [], "dateoftransformation": "2020-03-05T18:31:22.051Z", "description": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value":"OBJECTIVES: This study evaluated subcutaneous tissue response to Aroeira (Myracrodruon urundeuva) extract employing edemogenic and histological analyses. MATERIAL AND METHODS: Test groups consisted of aqueous and ethanolic Aroeira extracts and saline (control). For edema quantification, 18 rats received an intravenous injection of Evan's Blue. After 30 min, the extracts and saline were injected on the dorsum of the rats, which were then sacrificed after 3 and 6 h. Readings were performed in a spectrophotometer. For subcutaneous implantation, 30 rats received a polyethylene tube containing the extracts on their dorsum and then they were killed after 7 and 28 days. The samples were processed for histological analysis and evaluated with a light microscope. The inflammatory infiltrate was quantified. RESULTS: There were no statistically significant differences between aqueous extract and saline groups in relation to edema quantification in the different periods (p>0.05). Ethanolic solution resulted in more edema independently of the experimental period (p<0.05). Histological analysis showed similar results on the 7-day period for the 3 groups. There was a notable reduction on inflammatory cell number for saline and aqueous extract groups at 28 days. CONCLUSION: The aqueous extract showed biocompatible properties similar to those of saline."}], "format": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "text/html"}], "journal": {"issnPrinted": "", "conferencedate": "", "vol": "", "conferenceplace": "", "name": "", "iss": "", "sp": "", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "", "ep": "", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2012-08-01"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Faculdade De Odontologia De Bauru - USP"}, "language": {"classid": "eng", "classname": "English", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["oai:scielo:S1678-77572012000400005"], "source": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Journal of Applied Oral Science, Volume: 20, Issue: 4, Pages: 414-418, Published: AUG 2012"}], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "Evaluation of tissue reaction to Aroeira (Myracrodruon urundeuva) extracts: a histologic and edemogenic study"}]}
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T.", "pid": [], "rank": 2, "affiliation": [], "fullname": "Li, H.T."}, {"surname": "Li", "name": "S. H.", "pid": [], "rank": 3, "affiliation": [], "fullname": "Li, S.H."}, {"surname": "Li", "name": "X.", "pid": [], "rank": 4, "affiliation": [], "fullname": "Li, X."}, {"surname": "Duan", "name": "J. M.", "pid": [], "rank": 5, "affiliation": [], "fullname": "Duan, J.M."}], "instance": [{"refereed": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "hostedby": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "key": "10|opendoar____::996a7fa078cc36c46d02f9af3bef918b", "value": "Scientific Electronic Library Online - Brazil"}, "accessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "license": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "http://creativecommons.org/licenses/by/4.0/"}, "url": ["http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0100-879X2016001000604&lng=en&tlng=en"], "distributionlocation": "", "processingchargecurrency": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2016-09-01"}, "collectedfrom": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "key": "10|opendoar____::996a7fa078cc36c46d02f9af3bef918b", "value": "Scientific Electronic Library Online - Brazil"}, "processingchargeamount": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "instancetype": {"classid": "0001", "classname": "Article", "schemeid": "dnet:publication_resource", "schemename": "dnet:publication_resource"}}], "dateofcollection": "2017-11-22T20:05:23.65Z", "fulltext": [], "dateoftransformation": "2020-03-05T18:32:46.905Z", "description": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Stem cells from human exfoliated deciduous teeth (SHEDs) have great potential to treat various dental-related diseases in regenerative medicine. They are usually maintained with 10% fetal bovine serum (FBS) in vitro. Modified platelet-rich plasma (mPRP) would be a safe alternative to 10% FBS during SHEDs culture. Therefore, our study aimed to compare the proliferation and differentiation of SHEDs cultured in mPRP and FBS medium to explore an optimal concentration of mPRP for SHEDs maintenance. Platelets were harvested by automatic blood cell analyzer and activated by repeated liquid nitrogen freezing and thawing. The platelet-related cytokines were examined and analyzed by ELISA. SHEDs were extracted and cultured with different concentrations of mPRP or 10% FBS medium. Alkaline phosphatase (ALP) activity was measured. Mineralization factors, RUNX2 and OCN, were measured by real-time PCR. SHEDs were characterized with mesenchymal stem cells (MSCs) markers including vimentin, CD44, and CD105. mPRP at different concentrations (2, 5, 10, and 20%) enhanced the growth of SHEDs. Moreover, mPRP significantly stimulated ALP activity and promoted expression of RUNX2 and OCN compared with 10% FBS. mPRP could efficiently facilitate proliferation and differentiation of SHEDs, and 2% mPRP would be an optimal substitute for 10% FBS during SHEDs expansion and differentiation in clinical scale manufacturing."}], "format": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "text/html"}], "journal": {"issnPrinted": "", "conferencedate": "", "vol": "", "conferenceplace": "", "name": "", "iss": "", "sp": "", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "", "ep": "", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2016-09-01"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Associa\\xe7\\xe3o Brasileira de Divulga\\xe7\\xe3o Cient\\xedfica"}, "language": {"classid": "eng", "classname": "English", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["oai:scielo:S0100-879X2016001000604"], "source": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Brazilian Journal of Medical and Biological Research, Volume: 49, Issue: 10, Article number: e5373, Published: 01 SEP 2016"}], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "Investigation of modified platelet-rich plasma (mPRP) in promoting the proliferation and differentiation of dental pulp stem cells from deciduous teeth"}]}
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Brazil"}, "accessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "license": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "http://creativecommons.org/licenses/by/4.0/"}, "url": ["http://www.scielo.br/scielo.php?script=sci_arttext&pid=S1678-77572018000100438&lng=en&tlng=en"], "distributionlocation": "", "processingchargecurrency": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2018-05-07"}, "collectedfrom": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "key": "10|opendoar____::996a7fa078cc36c46d02f9af3bef918b", "value": "Scientific Electronic Library Online - Brazil"}, "processingchargeamount": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "instancetype": {"classid": "0001", "classname": "Article", "schemeid": "dnet:publication_resource", "schemename": "dnet:publication_resource"}}], "dateofcollection": "2018-07-07T15:09:37.426Z", "fulltext": [], "dateoftransformation": "2020-03-05T18:38:07.379Z", "description": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Abstract  Objective This study analyzed the maintenance of lateral incisors in the dental rehabilitation of individuals with cleft lip and palate.  Material and Methods The study was conducted on a tertiary craniofacial center and comprised retrospective analysis of panoramic and periapical radiographs of Caucasoid individuals with non-syndromic complete unilateral cleft lip and palate, analyzing all radiographs available on the records of each individual, from the first to the last up to 12 years of age. Overall, 2,826 records were reviewed to achieve a sample of 1,000 individuals. Among these, 487 individuals presented the permanent lateral incisors on both cleft and non-cleft sides, which were included in this study.  Results The results were evaluated in percentages and by descriptive statistics. The association between maintenance of the lateral incisor and timing of alveolar bone graft were analyzed by the t test. Among the 487 individuals, 265 had not completed treatment, 62 presented insufficient information, and 44 concluded the treatment elsewhere. Among the remaining 116 individuals, the lateral incisor was extracted from 88 (75.86%) of them on the cleft side (CS) and from 23 (19.83%) people on the non-cleft side (NCS). The age at accomplishment of alveolar bone graft was significantly associated with maintenance of the lateral incisor on the cleft side (p<0.01). Most extractions were indicated because of the inadequate positioning on the CS and for midline correction on the NCS. Rehabilitation was primarily completed by orthodontic movement (53 individuals on the CS and 13 individuals on the NCS).  Conclusion In conclusion, the lateral incisor on the cleft side was not maintained in most individuals. Positive relationship was observed between extraction of the lateral incisor and age at accomplishment of the alveolar bone graft, suggesting the need to anticipate the initial radiographic evaluation to enhance its maintenance and reduce the procedures required for rehabilitation."}], "format": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "text/html"}], "journal": {"issnPrinted": "", "conferencedate": "", "vol": "", "conferenceplace": "", "name": "", "iss": "", "sp": "", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "", "ep": "", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2018-05-07"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Faculdade De Odontologia De Bauru - USP"}, "language": {"classid": "eng", "classname": "English", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["oai:scielo:S1678-77572018000100438"], "source": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Journal of Applied Oral Science, Volume: 26, Article number: e20170125, Published: 07 MAY 2018"}], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "The maxillary lateral incisor in the rehabilitation of cleft lip and palate"}]}
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The usefulness of the network approach in analysing innovation"}]}
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"schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "key": "10|opendoar____::8b6dd7db9af49e67306feb59a8bdc52c", "value": "Europe PubMed Central"}, "processingchargeamount": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "instancetype": {"classid": "0001", "classname": "Article", "schemeid": "dnet:publication_resource", "schemename": "dnet:publication_resource"}}], "dateofcollection": "2017-09-25T14:02:01.908Z", "fulltext": [], "dateoftransformation": "2019-07-02T09:47:50.826Z", "description": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value":"Background Mental health problems are a worldwide public health burden. The literature concerning the mental health benefits from physical activity among adults has grown. Adolescents are less studied, and especially longitudinal studies are lacking. This paper investigates the associations between weekly hours of physical activity at age 15?16 and mental health three years later. Methods Longitudinal self-reported health survey. The baseline study consisted of participants from the youth section of the Oslo Health Study, carried out in schools in 2000?2001 (n = 3811). The follow-up in 2003?2004 was conducted partly at school and partly through mail. A total of 2489 (1112 boys and 1377 girls) participated in the follow-up. Mental health was measured by the Strengths and Difficulties Questionnaire with an impact supplement. Physical activity was measured by a question on weekly hours of physical activity outside of school, defined as exertion \"to an extent that made you sweat and/or out of breath\". Adjustments were made for well-documented confounders and mental health at baseline. Results In boys, the number of hours spent on physical activity per week at age 15?16 was negatively associated with emotional symptoms [B (95%CI) = -0.09 (-0.15, -0.03)] and peer problems [B (95%CI) = -0.08 (-0.14, -0.03)] at age 18?19 after adjustments. In girls, there were no significant differences in SDQ subscales at age 18?19 according to weekly hours of physical activity at age 15?16 after adjustments. Boys and girls with five to seven hours of physical activity per week at age 15?16 had the lowest mean scores for total difficulties and the lowest percentage with high impact score at age 18?19, but the differences were not statistically significant after adjustments. Conclusion Weekly hours of physical activity at age 15?16 years was weakly associated with mental health at three-year follow-up in boys. Results encourage a search for further knowledge about physical activity as a possible protective factor in relation to mental health problems in adolescence."}], "format": [], "journal": {"issnPrinted": "", "conferencedate": "", "vol": "7", "conferenceplace": "", "name": "BMC Public Health", "iss": "", "sp": "155", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "1471-2458", "ep": "155", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2007-07-01"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "BioMed Central"}, "language": {"classid": "eng", "classname": "English", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["oai:europepmc.org:1826369"], "source": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "BMC Public Health"}], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "The association between weekly hours of physical activity and mental health: A three-year follow-up study of 15?16-year-old students in the city of Oslo, Norway"}]}
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"trust": ""}, "value": "The benzothiazinone lead compound, BTZ043, kills Mycobacterium tuberculosis by inhibiting the essential flavo-enzyme DprE1, decaprenylphosphoryl-beta-D-ribose 2-epimerase. Here, we synthesized a new series of piperazine-containing benzothiazinones (PBTZ) and show that, like BTZ043, the preclinical candidate PBTZ169 binds covalently to DprE1. The crystal structure of the DprE1-PBTZ169 complex reveals formation of a semimercaptal adduct with Cys387 in the active site and explains the irreversible inactivation of the enzyme. Compared to BTZ043, PBTZ169 has improved potency, safety and efficacy in zebrafish and mouse models of tuberculosis (TB). When combined with other TB drugs, PBTZ169 showed additive activity against M.\\xa0tuberculosis in vitro except with bedaquiline (BDQ) where synergy was observed. A new regimen comprising PBTZ169, BDQ and pyrazinamide was found to be more efficacious than the standard three drug treatment in a murine model of chronic disease. PBTZ169 is thus an attractive drug candidate to treat TB in humans. 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"instancetype": {"classid": "0001", "classname": "Article", "schemeid": "dnet:publication_resource", "schemename": "dnet:publication_resource"}}], "dateofcollection": "2017-09-25T14:46:35.39Z", "fulltext": [], "dateoftransformation": "2019-07-02T11:29:23.149Z", "description": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Boron nitride is a promising material for nanotechnology applications due to its two-dimensional graphene-like, insulating, and highly-resistant structure. Recently it has received a lot of attention as a substrate to grow and isolate graphene as well as for its intrinsic UV lasing response. Similar to carbon, one-dimensional boron nitride nanotubes (BNNTs) have been theoretically predicted and later synthesised. Here we use first principles simulations to unambiguously demonstrate that i) BN nanotubes inherit the highly efficient UV luminescence of hexagonal BN; ii) the application of an external perpendicular field closes the electronic gap keeping the UV lasing with lower yield; iii) defects in BNNTS are responsible for tunable light emission from the UV to the visible controlled by a transverse electric field (TEF). 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Material and methods Test groups consisted of aqueous and ethanolic Aroeira extracts and saline (control). For edema quantification, 18 rats received an intravenous injection of Evan's Blue. After 30 min, the extracts and saline were injected on the dorsum of the rats, which were then sacrificed after 3 and 6 h. Readings were performed in a spectrophotometer. For subcutaneous implantation, 30 rats received a polyethylene tube containing the extracts on their dorsum and then they were killed after 7 and 28 days. The samples were processed for histological analysis and evaluated with a light microscope. The inflammatory infiltrate was quantified. Results There were no statistically significant differences between aqueous extract and saline groups in relation to edema quantification in the different periods (p>0.05). Ethanolic solution resulted in more edema independently of the experimental period (p<0.05). Histological analysis showed similar results on the 7-day period for the 3 groups. There was a notable reduction on inflammatory cell number for saline and aqueous extract groups at 28 days. 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[{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Most, if not all, bacteria form a biofilm, a multicellular structure that protects them from antimicrobial actions of the host immune system and affords resistance to antibiotics. The latter is especially disturbing with the increase in multiresistant bacterial clones worldwide. Bacterial biofilm formation is a multistep process that starts with surface adhesion, after which attached bacteria divide and give rise to biomass. The actual steps required for Haemophilus influenzae biofilm formation are largely not known. We show that interference with peptidoglycan biosynthesis increases biofilm formation because of the release of bacterial genomic DNA. Subinhibitory concentrations of ?-lactam antibiotics, which are often prescribed to treat H.?influenzae infections, increase biofilm formation through a similar mechanism. Therefore, when ?-lactam antibiotics do not reach their MIC in vivo, they might not only drive selection for ?-lactam-resistant clones but also increase biofilm formation and resistance to other antimicrobial compounds."}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "ABSTRACT Nontypeable Haemophilus influenzae (NTHi) is an opportunistic pathogen that mainly causes otitis media in children and community-acquired pneumonia or exacerbations of chronic obstructive pulmonary disease in adults. A large variety of studies suggest that biofilm formation by NTHi may be an important step in the pathogenesis of this bacterium. However, the underlying mechanisms involved in this process are poorly elucidated. In this study, we used a transposon mutant library to identify bacterial genes involved in biofilm formation. The growth and biofilm formation of 4,172 transposon mutants were determined, and the involvement of the identified genes in biofilm formation was validated in in vitro experiments. Here, we present experimental data showing that increased bacterial lysis, through interference with peptidoglycan synthesis, results in elevated levels of extracellular DNA, which increased biofilm formation. Interestingly, similar results were obtained with subinhibitory concentrations of ?-lactam antibiotics, known to interfere with peptidoglycan synthesis, but such an effect does not appear with other classes of antibiotics. These results indicate that treatment with ?-lactam antibiotics, especially for ?-lactam-resistant NTHi isolates, might increase resistance to antibiotics by increasing biofilm formation. IMPORTANCE Most, if not all, bacteria form a biofilm, a multicellular structure that protects them from antimicrobial actions of the host immune system and affords resistance to antibiotics. The latter is especially disturbing with the increase in multiresistant bacterial clones worldwide. Bacterial biofilm formation is a multistep process that starts with surface adhesion, after which attached bacteria divide and give rise to biomass. The actual steps required for Haemophilus influenzae biofilm formation are largely not known. We show that interference with peptidoglycan biosynthesis increases biofilm formation because of the release of bacterial genomic DNA. Subinhibitory concentrations of ?-lactam antibiotics, which are often prescribed to treat H.?influenzae infections, increase biofilm formation through a similar mechanism. Therefore, when ?-lactam antibiotics do not reach their MIC in vivo, they might not only drive selection for ?-lactam-resistant clones but also increase biofilm formation and resistance to other antimicrobial compounds."}], "format": [], "journal": {"issnPrinted": "", "conferencedate": "", "vol": "2", "conferenceplace": "", "name": "mSphere", "iss": "1", "sp": "", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "2379-5042", "ep": "", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2017-01-01"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "American Society for Microbiology"}, "language": {"classid": "eng", "classname": "English", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["oai:europepmc.org:4140709"], "source": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "mSphere"}], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "Bacterial Lysis through Interference with Peptidoglycan Synthesis Increases Biofilm Formation by Nontypeable Haemophilus influenzae"}]}
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"inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "key": "10|opendoar____::8b6dd7db9af49e67306feb59a8bdc52c", "value": "Europe PubMed Central"}, "processingchargeamount": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "instancetype": {"classid": "0001", "classname": "Article", "schemeid": "dnet:publication_resource", "schemename": "dnet:publication_resource"}}], "dateofcollection": "2017-09-25T18:04:11.232Z", "fulltext": [], "dateoftransformation": "2019-07-02T18:03:05.132Z", "description": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Macrocyclic lactones (ML) are important anthelmintics used in animals and humans against parasite nematodes, but their therapeutic success is compromised by the spread of ML resistance. Some ABC transporters, such as p-glycoproteins (Pgps), are selected and overexpressed in ML-resistant nematodes, supporting a role for some drug efflux proteins in ML resistance. However, the role of such proteins in ML transport remains to be clarified at the molecular level. Recently, Caenorhabditis elegans Pgp-1 (Cel-Pgp-1) has been crystallized, and its drug-modulated ATPase function characterized in?vitro revealed Cel-Pgp-1 as a multidrug transporter. Using this crystal structure, we have developed an in silico drug docking model in order to study the binding of ML and other anthelmintic drugs to Cel-Pgp-1. All tested ML bound with high affinity in a unique site, within the inner chamber of the protein, supporting that ML may be transported by Cel-Pgp-1. Interestingly, interacting residues delineate a ML specific fingerprint involving H-bonds, including T1028. In particular, benzofurane and spiroketal moieties bound to specific sub-sites. When compared with the aglycone ML, such as moxidectin and ivermectin aglycone, avermectin anthelmintics have significant higher affinity for Cel-Pgp-1, likely due to the sugar substituent(s) that bind to a specific area involving H-bonds at Y771. Triclabendazole, closantel and emodepside bound with good affinities to different sub-sites in the inner chamber, partially overlapping with the ML binding site, suggesting that they could compete for Cel-Pgp-1-mediated ML transport. In conclusion, this work provides novel information on the role of nematode Pgps in transporting anthelmintics, and a valuable tool to predict drug-drug interactions and to rationally design new competitive inhibitors of clinically-relevant nematode Pgps, to improve anthelmintic therapeutics."}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Graphical abstract Ivermectin (red spheres) binding to Cel-Pgp-1 (blue ribbon: N-term, yellow ribbon: C-term). Image 1"}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Highlights ? Cel-Pgp-1 cristal provides a valuable tool to study anthelmintic interactions. ? Cel-Pgp-1 recognizes a broad panel of anthelmintics, including macrocyclic lactones. ? Cel-Pgp-1 is predicted to transport MLs and contribute to anthelmintic resistance. ? Sugars in avermectins increase the affinity to Cel-Pgp-1 compared with moxidectin. ? 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They are usually maintained with 10% fetal bovine serum (FBS) in vitro. Modified platelet-rich plasma (mPRP) would be a safe alternative to 10% FBS during SHEDs culture. Therefore, our study aimed to compare the proliferation and differentiation of SHEDs cultured in mPRP and FBS medium to explore an optimal concentration of mPRP for SHEDs maintenance. Platelets were harvested by automatic blood cell analyzer and activated by repeated liquid nitrogen freezing and thawing. The platelet-related cytokines were examined and analyzed by ELISA. SHEDs were extracted and cultured with different concentrations of mPRP or 10% FBS medium. Alkaline phosphatase (ALP) activity was measured. Mineralization factors, RUNX2 and OCN, were measured by real-time PCR. SHEDs were characterized with mesenchymal stem cells (MSCs) markers including vimentin, CD44, and CD105. mPRP at different concentrations (2, 5, 10, and 20%) enhanced the growth of SHEDs. 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The resulting QDs have been successfully used to probe multivalent interactions of HIV/Ebola receptors DC?SIGN and DC?SIGNR (collectively termed as DC?SIGN/R) using a sensitive, ratiometric F?rster resonance energy transfer (FRET) assay. The QD probes specifically bind DC?SIGN, but not its closely related receptor DC?SIGNR, which is further confirmed by its specific blocking of DC?SIGN engagement with the Ebola virus glycoprotein. Tuning the QD surface mannose valency reveals that DC?SIGN binds more efficiently to densely packed mannosides. A FRET?based thermodynamic study reveals that the binding is enthalpy?driven. This work establishes QD FRET as a rapid, sensitive technique for probing structure and thermodynamics of multivalent protein?ligand interactions."}], "format": [], "journal": {"issnPrinted": "1433-7851", "conferencedate": "", "vol": "55", "conferenceplace": "", "name": "Angewandte Chemie (International Ed. in English)", "iss": "15", "sp": "4738", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "1521-3773", "ep": "4742", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2016-03-01"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "John Wiley and Sons Inc."}, "language": {"classid": "eng", "classname": "English", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["oai:europepmc.org:3953534"], "source": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Angewandte Chemie (International Ed. in English)"}], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "Compact, Polyvalent Mannose Quantum Dots as Sensitive, Ratiometric FRET Probes for Multivalent Protein?Ligand Interactions"}]}
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"value": "Background Access to, and use of, dental health services in Brazil have improved since 2003. The increase of private health care plans and the implementation of the ?Smiling Brazil? Program, the largest public oral health care program in the world, could have influenced this increase in access. However, we do not yet know if inequalities in the use of dental health services persist after the improvement in access. The aims of this study are to analyze socioeconomic differences for dental health service use between 2003 and 2008 in S?o Paulo and to examine changes in these associations since the implementation of the Smiling Brazil program in 2003. Method Data was obtained via two household health surveys (ISA-Capital 2003 and ISA-Capital 2008) which investigated living conditions, lifestyle, health status and use of health care services. Logistic regression was used to analyze associations between socioeconomic factors and dental services use. Additionally, trends from 2003 to 2008 regarding socioeconomic characteristics and dental health service use were explored. Results Overall, dental health service use increased between 2003 and 2008 and was at both time points more common among those who had higher income, better education, better housing conditions, private health care plans and were Caucasian. Inequalities in use of dental health care did not decrease over time. Among the reasons for not seeking dental care, not having teeth and financial difficulty were more common in lower socioeconomic groups, while thinking it was unnecessary was more common in higher socioeconomic groups. Conclusions The Brazilian oral health policy is still in a period of expansion and seems to have contributed slightly to increased dental health service use, but has not influenced socioeconomic inequalities in the use of these services. Acquiring deeper knowledge about inequalities in dental health service use will contribute to better understanding of potential barriers to reducing them. Electronic supplementary material The online version of this article (doi:10.1186/s12913-016-1928-y) contains supplementary material, which is available to authorized users."}], "format": [], "journal": {"issnPrinted": "", "conferencedate": "", "vol": "16", "conferenceplace": "", "name": "BMC Health Services Research", "iss": "", "sp": "", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "1472-6963", "ep": "", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2016-12-01"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "BioMed Central"}, "language": {"classid": "eng", "classname": "English", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["oai:europepmc.org:4095602"], "source": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "BMC Health Services Research"}], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "Socioeconomic inequalities in dental health services in Sao Paulo, Brazil, 2003?2008"}]}
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L.", "pid": [{"qualifier": {"classid": "ORCID", "classname": "ORCID"}, "value": "0000-0002-3213-704X"}], "rank": 1, "affiliation": [], "fullname": "Calus, Mario P. L."}, {"surname": "Bouwman", "name": "Aniek C.", "pid": [], "rank": 2, "affiliation": [], "fullname": "Bouwman, Aniek C."}, {"surname": "Schrooten", "name": "Chris", "pid": [], "rank": 3, "affiliation": [], "fullname": "Schrooten, Chris"}, {"surname": "Veerkamp", "name": "Roel F.", "pid": [], "rank": 4, "affiliation": [], "fullname": "Veerkamp, Roel F."}], "instance": [{"refereed": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "hostedby": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "key": "10|opendoar____::8b6dd7db9af49e67306feb59a8bdc52c", "value": "Europe PubMed Central"}, "accessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "license": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "url": ["http://europepmc.org/articles/PMC4926307"], "distributionlocation": "", "processingchargecurrency": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2016-06-01"}, "collectedfrom": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "key": "10|opendoar____::8b6dd7db9af49e67306feb59a8bdc52c", "value": "Europe PubMed Central"}, "processingchargeamount": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "instancetype": {"classid": "0001", "classname": "Article", "schemeid": "dnet:publication_resource", "schemename": "dnet:publication_resource"}}], "dateofcollection": "2017-09-25T16:18:06.421Z", "fulltext": [], "dateoftransformation": "2019-07-02T22:46:54.79Z", "description": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Background Use of whole-genome sequence data is expected to increase persistency of genomic prediction across generations and breeds but affects model performance and requires increased computing time. In this study, we investigated whether the split-and-merge Bayesian stochastic search variable selection (BSSVS) model could overcome these issues. BSSVS is performed first on subsets of sequence-based variants and then on a merged dataset containing variants selected in the first step. Results We used a dataset that included 4,154,064 variants after editing and de-regressed proofs for 3415 reference and 2138 validation bulls for somatic cell score, protein yield and interval first to last insemination. In the first step, BSSVS was performed on 106 subsets each containing ~39,189 variants. In the second step, 1060 up to 472,492 variants, selected from the first step, were included to estimate the accuracy of genomic prediction. Accuracies were at best equal to those achieved with the commonly used Bovine 50k-SNP chip, although the number of variants within a few well-known quantitative trait loci regions was considerably enriched. When variant selection and the final genomic prediction were performed on the same data, predictions were biased. Predictions computed as the average of the predictions computed for each subset achieved the highest accuracies, i.e. 0.5?to?1.1?% higher than the accuracies obtained with the 50k-SNP chip, and yielded the least biased predictions. Finally, the accuracy of genomic predictions obtained when all sequence-based variants were included was similar or up to 1.4?% lower compared to that based on the average predictions across the subsets. By applying parallelization, the split-and-merge procedure was completed in 5?days, while the standard analysis including all sequence-based variants took more than three?months. Conclusions The split-and-merge approach splits one large computational task into many much smaller ones, which allows the use of parallel processing and thus efficient genomic prediction based on whole-genome sequence data. The split-and-merge approach did not improve prediction accuracy, probably because we used data on a single breed for which relationships between individuals were high. Nevertheless, the split-and-merge approach may have potential for applications on data from multiple breeds. Electronic supplementary material The online version of this article (doi:10.1186/s12711-016-0225-x) contains supplementary material, which is available to authorized users."}], "format": [], "journal": {"issnPrinted": "0999-193X", "conferencedate": "", "vol": "48", "conferenceplace": "", "name": "Genetics, Selection, Evolution : GSE", "iss": "", "sp": "", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "1297-9686", "ep": "", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2016-06-01"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "BioMed Central"}, "language": {"classid": "eng", "classname": "English", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["oai:europepmc.org:3888095"], "source": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Genetics, Selection, Evolution : GSE"}], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "Efficient genomic prediction based on whole-genome sequence data using split-and-merge Bayesian variable selection"}]}
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"trust": ""}, "key": "10|opendoar____::8b6dd7db9af49e67306feb59a8bdc52c", "value": "Europe PubMed Central"}, "accessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "license": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "url": ["https://europepmc.org/articles/PMC3113239/"], "distributionlocation": "", "processingchargecurrency": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2011-06-10"}, "collectedfrom": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "key": "10|opendoar____::8b6dd7db9af49e67306feb59a8bdc52c", "value": "Europe PubMed Central"}, "processingchargeamount": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "instancetype": {"classid": "0038", "classname": "Other literature type", "schemeid": "dnet:publication_resource", "schemename": "dnet:publication_resource"}}], "dateofcollection": "2019-07-02T08:15:21Z", "fulltext": [], "dateoftransformation": "", "description": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Extreme corneal fragility and thinning, which have a high risk of catastrophic spontaneous rupture, are the cardinal features of brittle cornea syndrome (BCS), an autosomal-recessive generalized connective tissue disorder. Enucleation is frequently the only management option for this condition, resulting in blindness and psychosocial distress. Even when the cornea remains grossly intact, visual function could also be impaired by a high degree of myopia and keratoconus. Deafness is another common feature and results in combined sensory deprivation. Using autozygosity mapping, we identified mutations in PRDM5 in families with BCS. We demonstrate that regulation of expression of extracellular matrix components, particularly fibrillar collagens, by PRDM5 is a key molecular mechanism that underlies corneal fragility in BCS and controls normal corneal development and maintenance. ZNF469, encoding a zinc finger protein of hitherto undefined function, has been identified as a quantitative trait locus for central corneal thickness, and mutations in this gene have been demonstrated in Tunisian Jewish and Palestinian kindreds with BCS. We show that ZNF469 and PRDM5, two genes that when mutated cause BCS, participate in the same regulatory pathway."}], "format": [], "journal": {"issnPrinted": "", "conferencedate": "", "vol": "", "conferenceplace": "", "name": "", "iss": "", "sp": "", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "", "ep": "", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2011-06-10"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Elsevier"}, "language": {"classid": "eng", "classname": "English", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["oai:pubmedcentral.nih.gov:3113239"], "source": [], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "Mutations in PRDM5 in Brittle Cornea Syndrome Identify a Pathway Regulating Extracellular Matrix Development and Maintenance"}]}
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The resulting QDs have been successfully used to probe multivalent interactions of HIV/Ebola receptors DC?SIGN and DC?SIGNR (collectively termed as DC?SIGN/R) using a sensitive, ratiometric F?rster resonance energy transfer (FRET) assay. The QD probes specifically bind DC?SIGN, but not its closely related receptor DC?SIGNR, which is further confirmed by its specific blocking of DC?SIGN engagement with the Ebola virus glycoprotein. Tuning the QD surface mannose valency reveals that DC?SIGN binds more efficiently to densely packed mannosides. A FRET?based thermodynamic study reveals that the binding is enthalpy?driven. This work establishes QD FRET as a rapid, sensitive technique for probing structure and thermodynamics of multivalent protein?ligand interactions."}], "format": [], "journal": {"issnPrinted": "0044-8249", "conferencedate": "", "vol": "128", "conferenceplace": "", "name": "Angewandte Chemie (Weinheim an Der Bergstrasse, Germany)", "iss": "15", "sp": "4816", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "1521-3757", "ep": "4820", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2016-03-01"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "John Wiley and Sons Inc."}, "language": {"classid": "eng", "classname": "English", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["oai:europepmc.org:3953546"], "source": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Angewandte Chemie (Weinheim an Der Bergstrasse, Germany)"}], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "Compact, Polyvalent Mannose Quantum Dots as Sensitive, Ratiometric FRET Probes for Multivalent Protein?Ligand Interactions"}]}
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A large variety of studies suggest that biofilm formation by NTHi may be an important step in the pathogenesis of this bacterium. However, the underlying mechanisms involved in this process are poorly elucidated. In this study, we used a transposon mutant library to identify bacterial genes involved in biofilm formation. The growth and biofilm formation of 4,172 transposon mutants were determined, and the involvement of the identified genes in biofilm formation was validated in in vitro experiments. Here, we present experimental data showing that increased bacterial lysis, through interference with peptidoglycan synthesis, results in elevated levels of extracellular DNA, which increased biofilm formation. Interestingly, similar results were obtained with subinhibitory concentrations of \\u03b2-lactam antibiotics, known to interfere with peptidoglycan synthesis, but such an effect does not appear with other classes of antibiotics. These results indicate that treatment with \\u03b2-lactam antibiotics, especially for \\u03b2-lactam-resistant NTHi isolates, might increase resistance to antibiotics by increasing biofilm formation."}], "format": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "12 p."}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "application/pdf"}], "journal": {"issnPrinted": "", "conferencedate": "", "vol": "", "conferenceplace": "", "name": "", "iss": "", "sp": "", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "", "ep": "", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2017-01-18"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "American Society for Microbiology"}, "language": {"classid": "eng", "classname": "English", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["oai:diposit.ub.edu:2445/127778"], "source": [], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "Bacterial lysis through interference with peptidoglycan synthesis increases biofilm formation by nontypeable haemophilus influenzae"}]}
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"dnet:publication_resource", "schemename": "dnet:publication_resource"}}], "dateofcollection": "2020-03-15T22:07:38.705Z", "fulltext": [], "dateoftransformation": "", "description": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Although C P violation in the B meson system has been well established by the B factories, there has been no direct observation of time-reversal violation. The decays of entangled neutral B mesons into definite flavor states ( B 0 or \\xaf\\xaf\\xaf B 0 ), and J / \\u03c8 K 0 L or c \\xaf c K 0 S final states (referred to as B + or B \\u2212 ), allow comparisons between the probabilities of four pairs of T -conjugated transitions, for example, \\xaf\\xaf\\xaf B 0 \\u2192 B \\u2212 and B \\u2212 \\u2192 \\xaf\\xaf\\xaf B 0 , as a function of the time difference between the two B decays. Using 468 \\xd7 10 6 B \\xaf\\xaf\\xaf B pairs produced in \\u03a5 ( 4 S ) decays collected by the BABAR detector at SLAC, we measure T -violating parameters in the time evolution of neutral B mesons, yielding \\u0394 S + T = \\u2212 1.37 \\xb1 0.14 ( stat ) \\xb1 0.06 ( syst ) and \\u0394 S \\u2212 T = 1.17 \\xb1 0.18 ( stat ) \\xb1 0.11 ( syst ) . These nonzero results represent the first direct observation of T violation through the exchange of initial and final states in transitions that can only be connected by a T -symmetry transformation."}], "format": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "8 p."}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "application/pdf"}], "journal": {"issnPrinted": "", "conferencedate": "", "vol": "", "conferenceplace": "", "name": "", "iss": "", "sp": "", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "", "ep": "", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2012-11-19"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "American Physical Society"}, "language": {"classid": "eng", "classname": "English", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["oai:diposit.ub.edu:2445/133262"], "source": [], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "Observation of Time-Reversal Violation in the B0 Meson System"}]}
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The decays of entangled neutral B mesons into definite flavor states ($B^0$ or $\\\\bar{B}^0$), and $J/\\\\psi K_S^0$ or $c\\\\bar{c} K_S^0$ final states (referred to as $B_+$ or $B_-$), allow comparisons between the probabilities of four pairs of T-conjugated transitions, for example, $\\\\bar{B}^0 \\\\rightarrow B_-$ and $B_- \\\\rightarrow \\\\bar{B}^0$, as a function of the time difference between the two B decays. Using 468 million $B\\\\bar{B}$ pairs produced in $\\\\Upsilon(4S)$ decays collected by the BABAR detector at SLAC, we measure T-violating parameters in the time evolution of neutral B mesons, yielding $\\\\Delta S_T^+ = -1.37 \\\\pm 0.14 (stat.) \\\\pm 0.06 (syst.)$ and $\\\\Delta S_T^- = 1.17 \\\\pm 0.18 (stat.) \\\\pm 0.11 (syst.)$. These nonzero results represent the first direct observation of T violation through the exchange of initial and final states in transitions that can only be connected by a T-symmetry transformation."}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Comment: 7 pages, 3 postscript figures, 1 table, appendix with 4 pages containing supplementary material. Accepted by Phys. Rev. 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Recently it has received a lot of attention as a substrate to grow and isolate graphene as well as for its intrinsic UV lasing response. Similar to carbon, one-dimensional boron nitride nanotubes (BNNTs) have been theoretically predicted and later synthesised. Here we use first principles simulations to unambiguously demonstrate that i) BN nanotubes inherit the highly efficient UV luminescence of hexagonal BN; ii) the application of an external perpendicular field closes the electronic gap keeping the UV lasing with lower yield; iii) defects in BNNTS are responsible for tunable light emission from the UV to the visible controlled by a transverse electric field (TEF). Our present findings pave the road towards optoelectronic applications of BN-nanotube-based devices that are simple to implement because they do not require any special doping or complex growth."}, {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Comment: 22 pages, 6 figures"}], "format": [], "journal": {"issnPrinted": "", "conferencedate": "", "vol": "", "conferenceplace": "", "name": "", "iss": "", "sp": "", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "", "ep": "", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2013-09-24"}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "language": {"classid": "eng", "classname": "English", "schemeid": "dnet:languages", "schemename": "dnet:languages"}, "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["oai:arXiv.org:1309.6117"], "source": [], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "Efficient Gate-tunable light-emitting device made of defective boron nitride nanotubes: from ultraviolet to the visible"}]}
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In Cear\\xe1, the introduction of DENV-4 was reported during a DENV-1 epidemic in 2011, with only two isolations. OBJECTIVES The aim of this study was to characterise the first DENV-4 epidemic in the state of Cear\\xe1, Brazil. METHODS The study population was composed of patients with suspected dengue that were reported to health care units from January to December 2012. The laboratory confirmation of infection was made by viral isolation, reverse transcription polymerase chain reaction (RT-PCR), AgNS1, immunohistochemistry and IgM enzyme-linked immunosorbent assay (ELISA). MAIN CONCLUSIONS In the study year, 72,211 suspected dengue cases were reported and 51,865 of these cases (71.8%) were confirmed to be positive. Co-circulation of three serotypes, DENV-1, DENV-3 and DENV-4, was detected with a predominance of DENV-4 (95.3%). Most cases were not severe, but there were 44 fatal outcomes. 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The decays of entangled neutral B mesons into definite flavor states (B(0) or B(0)), and J/\\u03c8K(L)(0) or ccK(S)(0) final states (referred to as B(+) or B(-)), allow comparisons between the probabilities of four pairs of T-conjugated transitions, for example, B(0) \\u2192 B(-) and B(-) \\u2192 B(0), as a function of the time difference between the two B decays. Using 468 \\xd7 10(6) BB pairs produced in \\u03a5(4S) decays collected by the BABAR detector at SLAC, we measure T-violating parameters in the time evolution of neutral B mesons, yielding \\u0394S(T)(+) = -1.37 \\xb1 0.14(stat) \\xb1 0.06(syst) and \\u0394S(T)(-) = 1.17 \\xb1 0.18(stat) \\xb1 0.11(syst). These nonzero results represent the first direct observation of T violation through the exchange of initial and final states in transitions that can only be connected by a T-symmetry transformation."}], "format": [], "journal": {"issnPrinted": "", "conferencedate": "", "vol": "", "conferenceplace": "", "name": "", "iss": "", "sp": "", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "", "ep": "", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "language": {"classid": "und", "classname": "Undetermined", "schemeid": "dent:languages", "schemename": "dent:languages"}, "bestaccessright": {"classid": "UNKNOWN", "classname": "not available", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": [], "source": [], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "Observation of time-reversal violation in the B0 meson system."}]}
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Here, we tested whether deletion of PARP-2, an alternative NAD(+)-consuming enzyme, impacts on NAD(+) bioavailability and SIRT1 activity. Our results indicate that PARP-2 deficiency increases SIRT1 activity in cultured myotubes. However, this increase was not due to changes in NAD(+) levels, but to an increase in SIRT1 expression, as PARP-2 acts as a direct negative regulator of the SIRT1 promoter. PARP-2 deletion in mice increases SIRT1 levels, promotes energy expenditure, and increases mitochondrial content. Furthermore, PARP-2(-/-) mice were protected against diet-induced obesity. Despite being insulin sensitized, PARP-2(-/-) mice were glucose intolerant due to a defective pancreatic function. Hence, while inhibition of PARP activity promotes oxidative metabolism through SIRT1 activation, the use of PARP inhibitors for metabolic purposes will require further understanding of the specific functions of different PARP family members."}], "format": [], "journal": {"issnPrinted": "", "conferencedate": "", "vol": "", "conferenceplace": "", "name": "", "iss": "", "sp": "", "edition": "", "dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "issnOnline": "", "ep": "", "issnLinking": ""}, "dateofacceptance": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "coverage": [], "publisher": {"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "language": {"classid": "und", "classname": "Undetermined", "schemeid": "dent:languages", "schemename": "dent:languages"}, "bestaccessright": {"classid": "UNKNOWN", "classname": "not available", "schemeid": "dnet:access_modes", "schemename": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": [], "source": [], "context": [], "title": [{"dataInfo": {"provenanceaction": {"classid": "", "classname": "", "schemeid": "", "schemename": ""}, "deletedbyinference": false, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemeid": "dnet:dataCite_title", "schemename": "dnet:dataCite_title"}, "value": "PARP-2 regulates SIRT1 expression and whole-body energy expenditure."}]}
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Enucleation is frequently the only management option for this condition, resulting in blindness and psychosocial distress. Even when the cornea remains grossly intact, visual function could also be impaired by a high degree of myopia and keratoconus. Deafness is another common feature and results in combined sensory deprivation. Using autozygosity mapping, we identified mutations in PRDM5 in families with BCS. We demonstrate that regulation of expression of extracellular matrix components, particularly fibrillar collagens, by PRDM5 is a key molecular mechanism that underlies corneal fragility in BCS and controls normal corneal development and maintenance. ZNF469, encoding a zinc finger protein of hitherto undefined function, has been identified as a quantitative trait locus for central corneal thickness, and mutations in this gene have been demonstrated in Tunisian Jewish and Palestinian kindreds with BCS. 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Some ABC transporters, such as p-glycoproteins (Pgps), are selected and overexpressed in ML-resistant nematodes, supporting a role for some drug efflux proteins in ML resistance. However, the role of such proteins in ML transport remains to be clarified at the molecular level. Recently, Caenorhabditis elegans Pgp-1 (Cel-Pgp-1) has been crystallized, and its drug-modulated ATPase function characterized in\\xa0vitro revealed Cel-Pgp-1 as a multidrug transporter. Using this crystal structure, we have developed an in silico drug docking model in order to study the binding of ML and other anthelmintic drugs to Cel-Pgp-1. All tested ML bound with high affinity in a unique site, within the inner chamber of the protein, supporting that ML may be transported by Cel-Pgp-1. Interestingly, interacting residues delineate a ML specific fingerprint involving H-bonds, including T1028. In particular, benzofurane and spiroketal moieties bound to specific sub-sites. 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Technically, SmartVox is a distributed web application that delivers audiovisual scores through the performer's mobile devices. From a singer's point of view, this setup allows for the synergy between visual and acoustic stimuli, which facilitates the interpretive and performative processes, particularly in polyphonic passages. It also enables spatial separation of the performers (cori spezzati ), and speeds up the learning process of unfamiliar musical materials (e.g. microtonal tuning, texts in a foreign language). 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Recently it has received a lot of attention as a substrate to grow and isolate graphene as well as for its intrinsic UV lasing response. Similar to carbon, one-dimensional boron nitride nanotubes (BNNTs) have been theoretically predicted and later synthesised. Here we use first principles simulations to unambiguously demonstrate that i) BN nanotubes inherit the highly efficient UV luminescence of hexagonal BN; ii) the application of an external perpendicular field closes the electronic gap keeping the UV lasing with lower yield; iii) defects in BNNTS are responsible for tunable light emission from the UV to the visible controlled by a transverse electric field (TEF). Our present findings pave the road towards optoelectronic applications of BN-nanotube-based devices that are simple to implement because they do not require any special doping or complex growth. 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The increase of private health care plans and the implementation of the \\u201cSmiling Brazil\\u201d Program, the largest public oral health care program in the world, could have influenced this increase in access. However, we do not yet know if inequalities in the use of dental health services persist after the improvement in access. The aims of this study are to analyze socioeconomic differences for dental health service use between 2003 and 2008 in Sao Paulo and to examine changes in these associations since the implementation of the Smiling Brazil program in 2003. Data was obtained via two household health surveys (ISA-Capital 2003 and ISA-Capital 2008) which investigated living conditions, lifestyle, health status and use of health care services. Logistic regression was used to analyze associations between socioeconomic factors and dental services use. Additionally, trends from 2003 to 2008 regarding socioeconomic characteristics and dental health service use were explored. Overall, dental health service use increased between 2003 and 2008 and was at both time points more common among those who had higher income, better education, better housing conditions, private health care plans and were Caucasian. Inequalities in use of dental health care did not decrease over time. Among the reasons for not seeking dental care, not having teeth and financial difficulty were more common in lower socioeconomic groups, while thinking it was unnecessary was more common in higher socioeconomic groups. The Brazilian oral health policy is still in a period of expansion and seems to have contributed slightly to increased dental health service use, but has not influenced socioeconomic inequalities in the use of these services. 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Previous estimates based on genomic datasets may have been biased by the use of admixed individuals from Latino populations, while other recent studies using samples from Native American individuals relied on approximated analytical approaches. In this study we use resequencing data for nine independent regions in a set of Native American and Siberian individuals and a full-likelihood approach based on isolation-with-migration scenarios accounting for recent flow between Asian and Native American populations. Our results suggest that, in agreement with previous studies, the effective size of the Native American population was small, most likely in the order of a few hundred individuals, with point estimates close to 250 individuals, even though credible intervals include a number as large as ~4,000 individuals. 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diff --git a/dhp-workflows/dhp-dedup-openaire/src/test/resources/eu/dnetlib/dhp/dedup/entities/software b/dhp-workflows/dhp-dedup-openaire/src/test/resources/eu/dnetlib/dhp/dedup/entities/software
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elsewhere classified"}, {"dataInfo": {"deletedbyinference": false, "provenanceaction": {"classid": "", "classname": "", "schemename": "", "schemeid": ""}, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "http://www.abs.gov.au/ausstats/abs@.nsf/0/6BB427AB9696C225CA2574180004463E", "classname": "FOR", "schemename": "dnet:subject_classification_typologies", "schemeid": "dnet:subject_classification_typologies"}, "value": "80699 Information Systems not elsewhere classified"}, {"dataInfo": {"deletedbyinference": false, "provenanceaction": {"classid": "", "classname": "", "schemename": "", "schemeid": ""}, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "keyword", "classname": "keyword", "schemename": "dnet:subject_classification_typologies", "schemeid": "dnet:subject_classification_typologies"}, "value": "CLI"}, {"dataInfo": {"deletedbyinference": false, "provenanceaction": {"classid": "", "classname": "", "schemename": "", "schemeid": ""}, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "keyword", "classname": "keyword", "schemename": "dnet:subject_classification_typologies", "schemeid": "dnet:subject_classification_typologies"}, "value": "pseyfert"}, {"dataInfo": {"deletedbyinference": false, "provenanceaction": {"classid": "", "classname": "", "schemename": "", "schemeid": ""}, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "keyword", "classname": "keyword", "schemename": "dnet:subject_classification_typologies", "schemeid": "dnet:subject_classification_typologies"}, "value": "wrapper"}, {"dataInfo": {"deletedbyinference": false, "provenanceaction": {"classid": "", "classname": "", "schemename": "", "schemeid": ""}, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "keyword", "classname": "keyword", "schemename": "dnet:subject_classification_typologies", "schemeid": "dnet:subject_classification_typologies"}, "value": "TMVA Machine Learning classifier"}, {"dataInfo": {"deletedbyinference": false, "provenanceaction": {"classid": "", "classname": "", "schemename": "", "schemeid": ""}, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "keyword", "classname": "keyword", "schemename": "dnet:subject_classification_typologies", "schemeid": "dnet:subject_classification_typologies"}, "value": "Version"}, {"dataInfo": {"deletedbyinference": false, "provenanceaction": {"classid": "", "classname": "", "schemename": "", "schemeid": ""}, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "keyword", "classname": "keyword", "schemename": "dnet:subject_classification_typologies", "schemeid": "dnet:subject_classification_typologies"}, "value": "boilerplate code"}, {"dataInfo": {"deletedbyinference": false, "provenanceaction": {"classid": "", "classname": "", "schemename": "", "schemeid": ""}, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "keyword", "classname": "keyword", "schemename": "dnet:subject_classification_typologies", "schemeid": "dnet:subject_classification_typologies"}, "value": "0.5.0"}], "embargoenddate": {"dataInfo": {"deletedbyinference": false, "provenanceaction": {"classid": "", "classname": "", "schemename": "", "schemeid": ""}, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "lastupdatetimestamp": 0, "author": [{"surname": "Seyfert", "name": "Paul", "pid": [], "rank": 1, "affiliation": [], "fullname": "Seyfert, Paul"}], "documentationUrl": [], "instance": [{"refereed": {"dataInfo": {"deletedbyinference": false, "provenanceaction": {"classid": "", "classname": "", "schemename": "", "schemeid": ""}, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "hostedby": {"dataInfo": {"deletedbyinference": false, "provenanceaction": {"classid": "", "classname": "", "schemename": "", "schemeid": ""}, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "figshare", "key": "10|re3data_____::7980778c78fb4cf0fab13ce2159030dc"}, "processingchargeamount": {"dataInfo": {"deletedbyinference": false, "provenanceaction": {"classid": "", "classname": "", "schemename": "", "schemeid": ""}, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "license": {"dataInfo": {"deletedbyinference": false, "provenanceaction": {"classid": "", "classname": "", "schemename": "", "schemeid": ""}, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "url": ["http://dx.doi.org/10.5281/zenodo.1149690"], "distributionlocation": "", "processingchargecurrency": {"dataInfo": {"deletedbyinference": false, "provenanceaction": {"classid": "", "classname": "", "schemename": "", "schemeid": ""}, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": ""}, "dateofacceptance": {"dataInfo": {"deletedbyinference": false, "provenanceaction": {"classid": "", "classname": "", "schemename": "", "schemeid": ""}, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2018-01-01"}, "collectedfrom": {"dataInfo": {"deletedbyinference": false, "provenanceaction": {"classid": "", "classname": "", "schemename": "", "schemeid": ""}, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "figshare", "key": "10|re3data_____::7980778c78fb4cf0fab13ce2159030dc"}, "accessright": {"classid": "CLOSED", "classname": "Closed Access", "schemename": "dnet:access_modes", "schemeid": "dnet:access_modes"}, "instancetype": {"classid": "0029", "classname": "Software", "schemename": "dnet:dataCite_resource", "schemeid": "dnet:dataCite_resource"}}], "dateofcollection": "2020-03-14T02:40:36.388Z", "fulltext": [], "dateoftransformation": "", "description": [{"dataInfo": {"deletedbyinference": false, "provenanceaction": {"classid": "", "classname": "", "schemename": "", "schemeid": ""}, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "<p>A wrapper and CLI to evaluate a TMVA Machine Learning classifier with as little boilerplate code as possible.</p>"}], "format": [], "coverage": [], "publisher": {"dataInfo": {"deletedbyinference": false, "provenanceaction": {"classid": "", "classname": "", "schemename": "", "schemeid": ""}, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "Figshare"}, "license": [{"dataInfo": {"deletedbyinference": false, "provenanceaction": {"classid": "", "classname": "", "schemename": "", "schemeid": ""}, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "", "classname": "", "schemename": "", "schemeid": ""}, "value": ""}], "language": {"classid": "und", "classname": "Undetermined", "schemename": "dnet:languages", "schemeid": "dnet:languages"}, "bestaccessright": {"classid": "CLOSED", "classname": "Closed Access", "schemename": "dnet:access_modes", "schemeid": "dnet:access_modes"}, "country": [], "extraInfo": [], "originalId": ["https://figshare.com/articles/pseyfert_tmva-branch-adder_Version_0_5_0/11539266", "10.5281/zenodo.1149690", "http://dx.doi.org/10.5281/zenodo.1149690"], "source": [], "dateofacceptance": {"dataInfo": {"deletedbyinference": false, "provenanceaction": {"classid": "", "classname": "", "schemename": "", "schemeid": ""}, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "value": "2018-01-01"}, "title": [{"dataInfo": {"deletedbyinference": false, "provenanceaction": {"classid": "", "classname": "", "schemename": "", "schemeid": ""}, "inferred": false, "inferenceprovenance": "", "invisible": false, "trust": ""}, "qualifier": {"classid": "main title", "classname": "main title", "schemename": "dnet:dataCite_title", "schemeid": "dnet:dataCite_title"}, "value": "pseyfert/tmva-branch-adder: Version 0.5.0"}]}
\ No newline at end of file
diff --git a/dhp-workflows/dhp-dedup-openaire/src/test/resources/eu/dnetlib/dhp/dedup/entities/software/software.gz b/dhp-workflows/dhp-dedup-openaire/src/test/resources/eu/dnetlib/dhp/dedup/entities/software/software.gz
new file mode 100644
index 0000000000..17dcabd6a2
Binary files /dev/null and b/dhp-workflows/dhp-dedup-openaire/src/test/resources/eu/dnetlib/dhp/dedup/entities/software/software.gz differ
diff --git a/dhp-workflows/dhp-dedup-openaire/src/test/resources/eu/dnetlib/dhp/dedup/profiles/mock_orchestrator.xml b/dhp-workflows/dhp-dedup-openaire/src/test/resources/eu/dnetlib/dhp/dedup/profiles/mock_orchestrator.xml
index 42d3f0b698..dbac007bce 100644
--- a/dhp-workflows/dhp-dedup-openaire/src/test/resources/eu/dnetlib/dhp/dedup/profiles/mock_orchestrator.xml
+++ b/dhp-workflows/dhp-dedup-openaire/src/test/resources/eu/dnetlib/dhp/dedup/profiles/mock_orchestrator.xml
@@ -15,6 +15,8 @@
                     <SCAN id="organization"/>
                     <SCAN id="publication"/>
                     <SCAN id="software"/>
+                    <SCAN id="dataset"/>
+                    <SCAN id="otherresearchproduct"/>
                 </SCAN_SEQUENCE>
             </DEDUPLICATION>
         </CONFIGURATION>
diff --git a/dhp-workflows/dhp-dedup-scholexplorer/src/main/java/eu/dnetlib/dedup/DatePicker.java b/dhp-workflows/dhp-dedup-scholexplorer/src/main/java/eu/dnetlib/dedup/DatePicker.java
index 5c4111c204..8a6cdf7dcc 100644
--- a/dhp-workflows/dhp-dedup-scholexplorer/src/main/java/eu/dnetlib/dedup/DatePicker.java
+++ b/dhp-workflows/dhp-dedup-scholexplorer/src/main/java/eu/dnetlib/dedup/DatePicker.java
@@ -14,110 +14,100 @@ import org.apache.commons.lang.StringUtils;
 
 public class DatePicker {
 
-    private static final String DATE_PATTERN = "\\d{4}-\\d{2}-\\d{2}";
-    private static final String DATE_DEFAULT_SUFFIX = "01-01";
-    private static final int YEAR_LB = 1300;
-    private static final int YEAR_UB = Year.now().getValue() + 5;
+  private static final String DATE_PATTERN = "\\d{4}-\\d{2}-\\d{2}";
+  private static final String DATE_DEFAULT_SUFFIX = "01-01";
+  private static final int YEAR_LB = 1300;
+  private static final int YEAR_UB = Year.now().getValue() + 5;
 
-    public static Field<String> pick(final Collection<String> dateofacceptance) {
+  public static Field<String> pick(final Collection<String> dateofacceptance) {
 
-        final Map<String, Integer> frequencies =
-                dateofacceptance
-                        .parallelStream()
-                        .filter(StringUtils::isNotBlank)
-                        .collect(Collectors.toConcurrentMap(w -> w, w -> 1, Integer::sum));
+    final Map<String, Integer> frequencies =
+        dateofacceptance
+            .parallelStream()
+            .filter(StringUtils::isNotBlank)
+            .collect(Collectors.toConcurrentMap(w -> w, w -> 1, Integer::sum));
 
-        if (frequencies.isEmpty()) {
-            return new Field<>();
-        }
-
-        final Field<String> date = new Field<>();
-        date.setValue(frequencies.keySet().iterator().next());
-
-        // let's sort this map by values first, filtering out invalid dates
-        final Map<String, Integer> sorted =
-                frequencies.entrySet().stream()
-                        .filter(d -> StringUtils.isNotBlank(d.getKey()))
-                        .filter(d -> d.getKey().matches(DATE_PATTERN))
-                        .filter(d -> inRange(d.getKey()))
-                        .sorted(reverseOrder(comparingByValue()))
-                        .collect(
-                                toMap(
-                                        Map.Entry::getKey,
-                                        Map.Entry::getValue,
-                                        (e1, e2) -> e2,
-                                        LinkedHashMap::new));
-
-        // shortcut
-        if (sorted.size() == 0) {
-            return date;
-        }
-
-        // voting method (1/3 + 1) wins
-        if (sorted.size() >= 3) {
-            final int acceptThreshold = (sorted.size() / 3) + 1;
-            final List<String> accepted =
-                    sorted.entrySet().stream()
-                            .filter(e -> e.getValue() >= acceptThreshold)
-                            .map(e -> e.getKey())
-                            .collect(Collectors.toList());
-
-            // cannot find strong majority
-            if (accepted.isEmpty()) {
-                final int max = sorted.values().iterator().next();
-                Optional<String> first =
-                        sorted.entrySet().stream()
-                                .filter(
-                                        e ->
-                                                e.getValue() == max
-                                                        && !endsWith(
-                                                                e.getKey(), DATE_DEFAULT_SUFFIX))
-                                .map(Map.Entry::getKey)
-                                .findFirst();
-                if (first.isPresent()) {
-                    date.setValue(first.get());
-                    return date;
-                }
-
-                date.setValue(sorted.keySet().iterator().next());
-                return date;
-            }
-
-            if (accepted.size() == 1) {
-                date.setValue(accepted.get(0));
-                return date;
-            } else {
-                final Optional<String> first =
-                        accepted.stream()
-                                .filter(d -> !endsWith(d, DATE_DEFAULT_SUFFIX))
-                                .findFirst();
-                if (first.isPresent()) {
-                    date.setValue(first.get());
-                    return date;
-                }
-
-                return date;
-            }
-
-            // 1st non YYYY-01-01 is returned
-        } else {
-            if (sorted.size() == 2) {
-                for (Map.Entry<String, Integer> e : sorted.entrySet()) {
-                    if (!endsWith(e.getKey(), DATE_DEFAULT_SUFFIX)) {
-                        date.setValue(e.getKey());
-                        return date;
-                    }
-                }
-            }
-
-            // none of the dates seems good enough, return the 1st one
-            date.setValue(sorted.keySet().iterator().next());
-            return date;
-        }
+    if (frequencies.isEmpty()) {
+      return new Field<>();
     }
 
-    private static boolean inRange(final String date) {
-        final int year = Integer.parseInt(substringBefore(date, "-"));
-        return year >= YEAR_LB && year <= YEAR_UB;
+    final Field<String> date = new Field<>();
+    date.setValue(frequencies.keySet().iterator().next());
+
+    // let's sort this map by values first, filtering out invalid dates
+    final Map<String, Integer> sorted =
+        frequencies.entrySet().stream()
+            .filter(d -> StringUtils.isNotBlank(d.getKey()))
+            .filter(d -> d.getKey().matches(DATE_PATTERN))
+            .filter(d -> inRange(d.getKey()))
+            .sorted(reverseOrder(comparingByValue()))
+            .collect(
+                toMap(Map.Entry::getKey, Map.Entry::getValue, (e1, e2) -> e2, LinkedHashMap::new));
+
+    // shortcut
+    if (sorted.size() == 0) {
+      return date;
     }
+
+    // voting method (1/3 + 1) wins
+    if (sorted.size() >= 3) {
+      final int acceptThreshold = (sorted.size() / 3) + 1;
+      final List<String> accepted =
+          sorted.entrySet().stream()
+              .filter(e -> e.getValue() >= acceptThreshold)
+              .map(e -> e.getKey())
+              .collect(Collectors.toList());
+
+      // cannot find strong majority
+      if (accepted.isEmpty()) {
+        final int max = sorted.values().iterator().next();
+        Optional<String> first =
+            sorted.entrySet().stream()
+                .filter(e -> e.getValue() == max && !endsWith(e.getKey(), DATE_DEFAULT_SUFFIX))
+                .map(Map.Entry::getKey)
+                .findFirst();
+        if (first.isPresent()) {
+          date.setValue(first.get());
+          return date;
+        }
+
+        date.setValue(sorted.keySet().iterator().next());
+        return date;
+      }
+
+      if (accepted.size() == 1) {
+        date.setValue(accepted.get(0));
+        return date;
+      } else {
+        final Optional<String> first =
+            accepted.stream().filter(d -> !endsWith(d, DATE_DEFAULT_SUFFIX)).findFirst();
+        if (first.isPresent()) {
+          date.setValue(first.get());
+          return date;
+        }
+
+        return date;
+      }
+
+      // 1st non YYYY-01-01 is returned
+    } else {
+      if (sorted.size() == 2) {
+        for (Map.Entry<String, Integer> e : sorted.entrySet()) {
+          if (!endsWith(e.getKey(), DATE_DEFAULT_SUFFIX)) {
+            date.setValue(e.getKey());
+            return date;
+          }
+        }
+      }
+
+      // none of the dates seems good enough, return the 1st one
+      date.setValue(sorted.keySet().iterator().next());
+      return date;
+    }
+  }
+
+  private static boolean inRange(final String date) {
+    final int year = Integer.parseInt(substringBefore(date, "-"));
+    return year >= YEAR_LB && year <= YEAR_UB;
+  }
 }
diff --git a/dhp-workflows/dhp-dedup-scholexplorer/src/main/java/eu/dnetlib/dedup/DedupRecordFactory.java b/dhp-workflows/dhp-dedup-scholexplorer/src/main/java/eu/dnetlib/dedup/DedupRecordFactory.java
index f8b69cc14b..782aa174fe 100644
--- a/dhp-workflows/dhp-dedup-scholexplorer/src/main/java/eu/dnetlib/dedup/DedupRecordFactory.java
+++ b/dhp-workflows/dhp-dedup-scholexplorer/src/main/java/eu/dnetlib/dedup/DedupRecordFactory.java
@@ -17,307 +17,288 @@ import scala.Tuple2;
 
 public class DedupRecordFactory {
 
-    public static JavaRDD<OafEntity> createDedupRecord(
-            final JavaSparkContext sc,
-            final SparkSession spark,
-            final String mergeRelsInputPath,
-            final String entitiesInputPath,
-            final OafEntityType entityType,
-            final DedupConfig dedupConf) {
-        long ts = System.currentTimeMillis();
-        // <id, json_entity>
-        final JavaPairRDD<String, String> inputJsonEntities =
-                sc.textFile(entitiesInputPath)
-                        .mapToPair(
-                                (PairFunction<String, String, String>)
-                                        it ->
-                                                new Tuple2<String, String>(
-                                                        MapDocumentUtil.getJPathString(
-                                                                dedupConf.getWf().getIdPath(), it),
-                                                        it));
+  public static JavaRDD<OafEntity> createDedupRecord(
+      final JavaSparkContext sc,
+      final SparkSession spark,
+      final String mergeRelsInputPath,
+      final String entitiesInputPath,
+      final OafEntityType entityType,
+      final DedupConfig dedupConf) {
+    long ts = System.currentTimeMillis();
+    // <id, json_entity>
+    final JavaPairRDD<String, String> inputJsonEntities =
+        sc.textFile(entitiesInputPath)
+            .mapToPair(
+                (PairFunction<String, String, String>)
+                    it ->
+                        new Tuple2<String, String>(
+                            MapDocumentUtil.getJPathString(dedupConf.getWf().getIdPath(), it), it));
 
-        // <source, target>: source is the dedup_id, target is the id of the mergedIn
-        JavaPairRDD<String, String> mergeRels =
-                spark.read()
-                        .load(mergeRelsInputPath)
-                        .as(Encoders.bean(Relation.class))
-                        .where("relClass=='merges'")
-                        .javaRDD()
-                        .mapToPair(
-                                (PairFunction<Relation, String, String>)
-                                        r ->
-                                                new Tuple2<String, String>(
-                                                        r.getTarget(), r.getSource()));
+    // <source, target>: source is the dedup_id, target is the id of the mergedIn
+    JavaPairRDD<String, String> mergeRels =
+        spark
+            .read()
+            .load(mergeRelsInputPath)
+            .as(Encoders.bean(Relation.class))
+            .where("relClass=='merges'")
+            .javaRDD()
+            .mapToPair(
+                (PairFunction<Relation, String, String>)
+                    r -> new Tuple2<String, String>(r.getTarget(), r.getSource()));
 
-        // <dedup_id, json_entity_merged>
-        final JavaPairRDD<String, String> joinResult =
-                mergeRels
-                        .join(inputJsonEntities)
-                        .mapToPair(
-                                (PairFunction<
-                                                Tuple2<String, Tuple2<String, String>>,
-                                                String,
-                                                String>)
-                                        Tuple2::_2);
+    // <dedup_id, json_entity_merged>
+    final JavaPairRDD<String, String> joinResult =
+        mergeRels
+            .join(inputJsonEntities)
+            .mapToPair(
+                (PairFunction<Tuple2<String, Tuple2<String, String>>, String, String>) Tuple2::_2);
 
-        JavaPairRDD<String, Iterable<String>> sortedJoinResult = joinResult.groupByKey();
+    JavaPairRDD<String, Iterable<String>> sortedJoinResult = joinResult.groupByKey();
 
-        switch (entityType) {
-            case publication:
-                return sortedJoinResult.map(p -> DedupRecordFactory.publicationMerger(p, ts));
-            case dataset:
-                return sortedJoinResult.map(d -> DedupRecordFactory.datasetMerger(d, ts));
-            case project:
-                return sortedJoinResult.map(p -> DedupRecordFactory.projectMerger(p, ts));
-            case software:
-                return sortedJoinResult.map(s -> DedupRecordFactory.softwareMerger(s, ts));
-            case datasource:
-                return sortedJoinResult.map(d -> DedupRecordFactory.datasourceMerger(d, ts));
-            case organization:
-                return sortedJoinResult.map(o -> DedupRecordFactory.organizationMerger(o, ts));
-            case otherresearchproduct:
-                return sortedJoinResult.map(
-                        o -> DedupRecordFactory.otherresearchproductMerger(o, ts));
-            default:
-                return null;
-        }
+    switch (entityType) {
+      case publication:
+        return sortedJoinResult.map(p -> DedupRecordFactory.publicationMerger(p, ts));
+      case dataset:
+        return sortedJoinResult.map(d -> DedupRecordFactory.datasetMerger(d, ts));
+      case project:
+        return sortedJoinResult.map(p -> DedupRecordFactory.projectMerger(p, ts));
+      case software:
+        return sortedJoinResult.map(s -> DedupRecordFactory.softwareMerger(s, ts));
+      case datasource:
+        return sortedJoinResult.map(d -> DedupRecordFactory.datasourceMerger(d, ts));
+      case organization:
+        return sortedJoinResult.map(o -> DedupRecordFactory.organizationMerger(o, ts));
+      case otherresearchproduct:
+        return sortedJoinResult.map(o -> DedupRecordFactory.otherresearchproductMerger(o, ts));
+      default:
+        return null;
     }
+  }
 
-    private static Publication publicationMerger(
-            Tuple2<String, Iterable<String>> e, final long ts) {
+  private static Publication publicationMerger(Tuple2<String, Iterable<String>> e, final long ts) {
 
-        Publication p = new Publication(); // the result of the merge, to be returned at the end
+    Publication p = new Publication(); // the result of the merge, to be returned at the end
 
-        p.setId(e._1());
+    p.setId(e._1());
 
-        final ObjectMapper mapper = new ObjectMapper();
-        mapper.configure(DeserializationFeature.FAIL_ON_UNKNOWN_PROPERTIES, false);
+    final ObjectMapper mapper = new ObjectMapper();
+    mapper.configure(DeserializationFeature.FAIL_ON_UNKNOWN_PROPERTIES, false);
 
-        final Collection<String> dateofacceptance = Lists.newArrayList();
+    final Collection<String> dateofacceptance = Lists.newArrayList();
 
-        if (e._2() != null)
-            e._2().forEach(
-                            pub -> {
-                                try {
-                                    Publication publication =
-                                            mapper.readValue(pub, Publication.class);
+    if (e._2() != null)
+      e._2()
+          .forEach(
+              pub -> {
+                try {
+                  Publication publication = mapper.readValue(pub, Publication.class);
 
-                                    p.mergeFrom(publication);
-                                    p.setAuthor(
-                                            DedupUtility.mergeAuthor(
-                                                    p.getAuthor(), publication.getAuthor()));
-                                    // add to the list if they are not null
-                                    if (publication.getDateofacceptance() != null)
-                                        dateofacceptance.add(
-                                                publication.getDateofacceptance().getValue());
-                                } catch (Exception exc) {
-                                    throw new RuntimeException(exc);
-                                }
-                            });
-        p.setDateofacceptance(DatePicker.pick(dateofacceptance));
-        if (p.getDataInfo() == null) p.setDataInfo(new DataInfo());
-        p.getDataInfo().setTrust("0.9");
-        p.setLastupdatetimestamp(ts);
-        return p;
+                  p.mergeFrom(publication);
+                  p.setAuthor(DedupUtility.mergeAuthor(p.getAuthor(), publication.getAuthor()));
+                  // add to the list if they are not null
+                  if (publication.getDateofacceptance() != null)
+                    dateofacceptance.add(publication.getDateofacceptance().getValue());
+                } catch (Exception exc) {
+                  throw new RuntimeException(exc);
+                }
+              });
+    p.setDateofacceptance(DatePicker.pick(dateofacceptance));
+    if (p.getDataInfo() == null) p.setDataInfo(new DataInfo());
+    p.getDataInfo().setTrust("0.9");
+    p.setLastupdatetimestamp(ts);
+    return p;
+  }
+
+  private static Dataset datasetMerger(Tuple2<String, Iterable<String>> e, final long ts) {
+
+    Dataset d = new Dataset(); // the result of the merge, to be returned at the end
+
+    d.setId(e._1());
+
+    final ObjectMapper mapper = new ObjectMapper();
+    mapper.configure(DeserializationFeature.FAIL_ON_UNKNOWN_PROPERTIES, false);
+
+    final Collection<String> dateofacceptance = Lists.newArrayList();
+
+    if (e._2() != null)
+      e._2()
+          .forEach(
+              dat -> {
+                try {
+                  Dataset dataset = mapper.readValue(dat, Dataset.class);
+
+                  d.mergeFrom(dataset);
+                  d.setAuthor(DedupUtility.mergeAuthor(d.getAuthor(), dataset.getAuthor()));
+                  // add to the list if they are not null
+                  if (dataset.getDateofacceptance() != null)
+                    dateofacceptance.add(dataset.getDateofacceptance().getValue());
+                } catch (Exception exc) {
+                  throw new RuntimeException(exc);
+                }
+              });
+    d.setDateofacceptance(DatePicker.pick(dateofacceptance));
+    if (d.getDataInfo() == null) d.setDataInfo(new DataInfo());
+    d.getDataInfo().setTrust("0.9");
+    d.setLastupdatetimestamp(ts);
+    return d;
+  }
+
+  private static Project projectMerger(Tuple2<String, Iterable<String>> e, final long ts) {
+
+    Project p = new Project(); // the result of the merge, to be returned at the end
+
+    p.setId(e._1());
+
+    final ObjectMapper mapper = new ObjectMapper();
+    mapper.configure(DeserializationFeature.FAIL_ON_UNKNOWN_PROPERTIES, false);
+    if (e._2() != null)
+      e._2()
+          .forEach(
+              proj -> {
+                try {
+                  Project project = mapper.readValue(proj, Project.class);
+
+                  p.mergeFrom(project);
+                } catch (Exception exc) {
+                  throw new RuntimeException(exc);
+                }
+              });
+    if (p.getDataInfo() == null) p.setDataInfo(new DataInfo());
+    p.getDataInfo().setTrust("0.9");
+    p.setLastupdatetimestamp(ts);
+    return p;
+  }
+
+  private static Software softwareMerger(Tuple2<String, Iterable<String>> e, final long ts) {
+
+    Software s = new Software(); // the result of the merge, to be returned at the end
+
+    s.setId(e._1());
+    final ObjectMapper mapper = new ObjectMapper();
+    mapper.configure(DeserializationFeature.FAIL_ON_UNKNOWN_PROPERTIES, false);
+    final Collection<String> dateofacceptance = Lists.newArrayList();
+    if (e._2() != null)
+      e._2()
+          .forEach(
+              soft -> {
+                try {
+                  Software software = mapper.readValue(soft, Software.class);
+
+                  s.mergeFrom(software);
+                  s.setAuthor(DedupUtility.mergeAuthor(s.getAuthor(), software.getAuthor()));
+                  // add to the list if they are not null
+                  if (software.getDateofacceptance() != null)
+                    dateofacceptance.add(software.getDateofacceptance().getValue());
+                } catch (Exception exc) {
+                  throw new RuntimeException(exc);
+                }
+              });
+    s.setDateofacceptance(DatePicker.pick(dateofacceptance));
+    if (s.getDataInfo() == null) s.setDataInfo(new DataInfo());
+    s.getDataInfo().setTrust("0.9");
+    s.setLastupdatetimestamp(ts);
+    return s;
+  }
+
+  private static Datasource datasourceMerger(Tuple2<String, Iterable<String>> e, final long ts) {
+    Datasource d = new Datasource(); // the result of the merge, to be returned at the end
+    d.setId(e._1());
+    final ObjectMapper mapper = new ObjectMapper();
+    mapper.configure(DeserializationFeature.FAIL_ON_UNKNOWN_PROPERTIES, false);
+    if (e._2() != null)
+      e._2()
+          .forEach(
+              dat -> {
+                try {
+                  Datasource datasource = mapper.readValue(dat, Datasource.class);
+
+                  d.mergeFrom(datasource);
+                } catch (Exception exc) {
+                  throw new RuntimeException(exc);
+                }
+              });
+    if (d.getDataInfo() == null) d.setDataInfo(new DataInfo());
+    d.getDataInfo().setTrust("0.9");
+    d.setLastupdatetimestamp(ts);
+    return d;
+  }
+
+  private static Organization organizationMerger(
+      Tuple2<String, Iterable<String>> e, final long ts) {
+
+    Organization o = new Organization(); // the result of the merge, to be returned at the end
+
+    o.setId(e._1());
+
+    final ObjectMapper mapper = new ObjectMapper();
+    mapper.configure(DeserializationFeature.FAIL_ON_UNKNOWN_PROPERTIES, false);
+
+    StringBuilder trust = new StringBuilder("0.0");
+
+    if (e._2() != null)
+      e._2()
+          .forEach(
+              pub -> {
+                try {
+                  Organization organization = mapper.readValue(pub, Organization.class);
+
+                  final String currentTrust = organization.getDataInfo().getTrust();
+                  if (!"1.0".equals(currentTrust)) {
+                    trust.setLength(0);
+                    trust.append(currentTrust);
+                  }
+                  o.mergeFrom(organization);
+
+                } catch (Exception exc) {
+                  throw new RuntimeException(exc);
+                }
+              });
+
+    if (o.getDataInfo() == null) {
+      o.setDataInfo(new DataInfo());
     }
+    if (o.getDataInfo() == null) o.setDataInfo(new DataInfo());
+    o.getDataInfo().setTrust("0.9");
+    o.setLastupdatetimestamp(ts);
 
-    private static Dataset datasetMerger(Tuple2<String, Iterable<String>> e, final long ts) {
+    return o;
+  }
 
-        Dataset d = new Dataset(); // the result of the merge, to be returned at the end
+  private static OtherResearchProduct otherresearchproductMerger(
+      Tuple2<String, Iterable<String>> e, final long ts) {
 
-        d.setId(e._1());
+    OtherResearchProduct o = new OtherResearchProduct(); // the result of the merge, to be
+    // returned at the end
 
-        final ObjectMapper mapper = new ObjectMapper();
-        mapper.configure(DeserializationFeature.FAIL_ON_UNKNOWN_PROPERTIES, false);
+    o.setId(e._1());
 
-        final Collection<String> dateofacceptance = Lists.newArrayList();
+    final ObjectMapper mapper = new ObjectMapper();
+    mapper.configure(DeserializationFeature.FAIL_ON_UNKNOWN_PROPERTIES, false);
 
-        if (e._2() != null)
-            e._2().forEach(
-                            dat -> {
-                                try {
-                                    Dataset dataset = mapper.readValue(dat, Dataset.class);
+    final Collection<String> dateofacceptance = Lists.newArrayList();
 
-                                    d.mergeFrom(dataset);
-                                    d.setAuthor(
-                                            DedupUtility.mergeAuthor(
-                                                    d.getAuthor(), dataset.getAuthor()));
-                                    // add to the list if they are not null
-                                    if (dataset.getDateofacceptance() != null)
-                                        dateofacceptance.add(
-                                                dataset.getDateofacceptance().getValue());
-                                } catch (Exception exc) {
-                                    throw new RuntimeException(exc);
-                                }
-                            });
-        d.setDateofacceptance(DatePicker.pick(dateofacceptance));
-        if (d.getDataInfo() == null) d.setDataInfo(new DataInfo());
-        d.getDataInfo().setTrust("0.9");
-        d.setLastupdatetimestamp(ts);
-        return d;
-    }
+    if (e._2() != null)
+      e._2()
+          .forEach(
+              orp -> {
+                try {
+                  OtherResearchProduct otherResearchProduct =
+                      mapper.readValue(orp, OtherResearchProduct.class);
 
-    private static Project projectMerger(Tuple2<String, Iterable<String>> e, final long ts) {
-
-        Project p = new Project(); // the result of the merge, to be returned at the end
-
-        p.setId(e._1());
-
-        final ObjectMapper mapper = new ObjectMapper();
-        mapper.configure(DeserializationFeature.FAIL_ON_UNKNOWN_PROPERTIES, false);
-        if (e._2() != null)
-            e._2().forEach(
-                            proj -> {
-                                try {
-                                    Project project = mapper.readValue(proj, Project.class);
-
-                                    p.mergeFrom(project);
-                                } catch (Exception exc) {
-                                    throw new RuntimeException(exc);
-                                }
-                            });
-        if (p.getDataInfo() == null) p.setDataInfo(new DataInfo());
-        p.getDataInfo().setTrust("0.9");
-        p.setLastupdatetimestamp(ts);
-        return p;
-    }
-
-    private static Software softwareMerger(Tuple2<String, Iterable<String>> e, final long ts) {
-
-        Software s = new Software(); // the result of the merge, to be returned at the end
-
-        s.setId(e._1());
-        final ObjectMapper mapper = new ObjectMapper();
-        mapper.configure(DeserializationFeature.FAIL_ON_UNKNOWN_PROPERTIES, false);
-        final Collection<String> dateofacceptance = Lists.newArrayList();
-        if (e._2() != null)
-            e._2().forEach(
-                            soft -> {
-                                try {
-                                    Software software = mapper.readValue(soft, Software.class);
-
-                                    s.mergeFrom(software);
-                                    s.setAuthor(
-                                            DedupUtility.mergeAuthor(
-                                                    s.getAuthor(), software.getAuthor()));
-                                    // add to the list if they are not null
-                                    if (software.getDateofacceptance() != null)
-                                        dateofacceptance.add(
-                                                software.getDateofacceptance().getValue());
-                                } catch (Exception exc) {
-                                    throw new RuntimeException(exc);
-                                }
-                            });
-        s.setDateofacceptance(DatePicker.pick(dateofacceptance));
-        if (s.getDataInfo() == null) s.setDataInfo(new DataInfo());
-        s.getDataInfo().setTrust("0.9");
-        s.setLastupdatetimestamp(ts);
-        return s;
-    }
-
-    private static Datasource datasourceMerger(Tuple2<String, Iterable<String>> e, final long ts) {
-        Datasource d = new Datasource(); // the result of the merge, to be returned at the end
-        d.setId(e._1());
-        final ObjectMapper mapper = new ObjectMapper();
-        mapper.configure(DeserializationFeature.FAIL_ON_UNKNOWN_PROPERTIES, false);
-        if (e._2() != null)
-            e._2().forEach(
-                            dat -> {
-                                try {
-                                    Datasource datasource = mapper.readValue(dat, Datasource.class);
-
-                                    d.mergeFrom(datasource);
-                                } catch (Exception exc) {
-                                    throw new RuntimeException(exc);
-                                }
-                            });
-        if (d.getDataInfo() == null) d.setDataInfo(new DataInfo());
-        d.getDataInfo().setTrust("0.9");
-        d.setLastupdatetimestamp(ts);
-        return d;
-    }
-
-    private static Organization organizationMerger(
-            Tuple2<String, Iterable<String>> e, final long ts) {
-
-        Organization o = new Organization(); // the result of the merge, to be returned at the end
-
-        o.setId(e._1());
-
-        final ObjectMapper mapper = new ObjectMapper();
-        mapper.configure(DeserializationFeature.FAIL_ON_UNKNOWN_PROPERTIES, false);
-
-        StringBuilder trust = new StringBuilder("0.0");
-
-        if (e._2() != null)
-            e._2().forEach(
-                            pub -> {
-                                try {
-                                    Organization organization =
-                                            mapper.readValue(pub, Organization.class);
-
-                                    final String currentTrust =
-                                            organization.getDataInfo().getTrust();
-                                    if (!"1.0".equals(currentTrust)) {
-                                        trust.setLength(0);
-                                        trust.append(currentTrust);
-                                    }
-                                    o.mergeFrom(organization);
-
-                                } catch (Exception exc) {
-                                    throw new RuntimeException(exc);
-                                }
-                            });
-
-        if (o.getDataInfo() == null) {
-            o.setDataInfo(new DataInfo());
-        }
-        if (o.getDataInfo() == null) o.setDataInfo(new DataInfo());
-        o.getDataInfo().setTrust("0.9");
-        o.setLastupdatetimestamp(ts);
-
-        return o;
-    }
-
-    private static OtherResearchProduct otherresearchproductMerger(
-            Tuple2<String, Iterable<String>> e, final long ts) {
-
-        OtherResearchProduct o =
-                new OtherResearchProduct(); // the result of the merge, to be returned at the end
-
-        o.setId(e._1());
-
-        final ObjectMapper mapper = new ObjectMapper();
-        mapper.configure(DeserializationFeature.FAIL_ON_UNKNOWN_PROPERTIES, false);
-
-        final Collection<String> dateofacceptance = Lists.newArrayList();
-
-        if (e._2() != null)
-            e._2().forEach(
-                            orp -> {
-                                try {
-                                    OtherResearchProduct otherResearchProduct =
-                                            mapper.readValue(orp, OtherResearchProduct.class);
-
-                                    o.mergeFrom(otherResearchProduct);
-                                    o.setAuthor(
-                                            DedupUtility.mergeAuthor(
-                                                    o.getAuthor(),
-                                                    otherResearchProduct.getAuthor()));
-                                    // add to the list if they are not null
-                                    if (otherResearchProduct.getDateofacceptance() != null)
-                                        dateofacceptance.add(
-                                                otherResearchProduct
-                                                        .getDateofacceptance()
-                                                        .getValue());
-                                } catch (Exception exc) {
-                                    throw new RuntimeException(exc);
-                                }
-                            });
-        if (o.getDataInfo() == null) o.setDataInfo(new DataInfo());
-        o.setDateofacceptance(DatePicker.pick(dateofacceptance));
-        o.getDataInfo().setTrust("0.9");
-        o.setLastupdatetimestamp(ts);
-        return o;
-    }
+                  o.mergeFrom(otherResearchProduct);
+                  o.setAuthor(
+                      DedupUtility.mergeAuthor(o.getAuthor(), otherResearchProduct.getAuthor()));
+                  // add to the list if they are not null
+                  if (otherResearchProduct.getDateofacceptance() != null)
+                    dateofacceptance.add(otherResearchProduct.getDateofacceptance().getValue());
+                } catch (Exception exc) {
+                  throw new RuntimeException(exc);
+                }
+              });
+    if (o.getDataInfo() == null) o.setDataInfo(new DataInfo());
+    o.setDateofacceptance(DatePicker.pick(dateofacceptance));
+    o.getDataInfo().setTrust("0.9");
+    o.setLastupdatetimestamp(ts);
+    return o;
+  }
 }
diff --git a/dhp-workflows/dhp-dedup-scholexplorer/src/main/java/eu/dnetlib/dedup/DedupUtility.java b/dhp-workflows/dhp-dedup-scholexplorer/src/main/java/eu/dnetlib/dedup/DedupUtility.java
index 977c14e138..60f0a50f74 100644
--- a/dhp-workflows/dhp-dedup-scholexplorer/src/main/java/eu/dnetlib/dedup/DedupUtility.java
+++ b/dhp-workflows/dhp-dedup-scholexplorer/src/main/java/eu/dnetlib/dedup/DedupUtility.java
@@ -29,214 +29,202 @@ import org.apache.spark.util.LongAccumulator;
 import scala.Tuple2;
 
 public class DedupUtility {
-    private static final Double THRESHOLD = 0.95;
+  private static final Double THRESHOLD = 0.95;
 
-    public static Map<String, LongAccumulator> constructAccumulator(
-            final DedupConfig dedupConf, final SparkContext context) {
+  public static Map<String, LongAccumulator> constructAccumulator(
+      final DedupConfig dedupConf, final SparkContext context) {
 
-        Map<String, LongAccumulator> accumulators = new HashMap<>();
+    Map<String, LongAccumulator> accumulators = new HashMap<>();
 
-        String acc1 =
-                String.format(
-                        "%s::%s", dedupConf.getWf().getEntityType(), "records per hash key = 1");
-        accumulators.put(acc1, context.longAccumulator(acc1));
-        String acc2 =
-                String.format(
-                        "%s::%s",
-                        dedupConf.getWf().getEntityType(),
-                        "missing " + dedupConf.getWf().getOrderField());
-        accumulators.put(acc2, context.longAccumulator(acc2));
-        String acc3 =
-                String.format(
-                        "%s::%s",
-                        dedupConf.getWf().getEntityType(),
-                        String.format(
-                                "Skipped records for count(%s) >= %s",
-                                dedupConf.getWf().getOrderField(),
-                                dedupConf.getWf().getGroupMaxSize()));
-        accumulators.put(acc3, context.longAccumulator(acc3));
-        String acc4 = String.format("%s::%s", dedupConf.getWf().getEntityType(), "skip list");
-        accumulators.put(acc4, context.longAccumulator(acc4));
-        String acc5 =
-                String.format("%s::%s", dedupConf.getWf().getEntityType(), "dedupSimilarity (x2)");
-        accumulators.put(acc5, context.longAccumulator(acc5));
-        String acc6 =
-                String.format(
-                        "%s::%s",
-                        dedupConf.getWf().getEntityType(),
-                        "d < " + dedupConf.getWf().getThreshold());
-        accumulators.put(acc6, context.longAccumulator(acc6));
+    String acc1 =
+        String.format("%s::%s", dedupConf.getWf().getEntityType(), "records per hash key = 1");
+    accumulators.put(acc1, context.longAccumulator(acc1));
+    String acc2 =
+        String.format(
+            "%s::%s",
+            dedupConf.getWf().getEntityType(), "missing " + dedupConf.getWf().getOrderField());
+    accumulators.put(acc2, context.longAccumulator(acc2));
+    String acc3 =
+        String.format(
+            "%s::%s",
+            dedupConf.getWf().getEntityType(),
+            String.format(
+                "Skipped records for count(%s) >= %s",
+                dedupConf.getWf().getOrderField(), dedupConf.getWf().getGroupMaxSize()));
+    accumulators.put(acc3, context.longAccumulator(acc3));
+    String acc4 = String.format("%s::%s", dedupConf.getWf().getEntityType(), "skip list");
+    accumulators.put(acc4, context.longAccumulator(acc4));
+    String acc5 =
+        String.format("%s::%s", dedupConf.getWf().getEntityType(), "dedupSimilarity (x2)");
+    accumulators.put(acc5, context.longAccumulator(acc5));
+    String acc6 =
+        String.format(
+            "%s::%s", dedupConf.getWf().getEntityType(), "d < " + dedupConf.getWf().getThreshold());
+    accumulators.put(acc6, context.longAccumulator(acc6));
 
-        return accumulators;
+    return accumulators;
+  }
+
+  public static JavaRDD<String> loadDataFromHDFS(String path, JavaSparkContext context) {
+    return context.textFile(path);
+  }
+
+  public static void deleteIfExists(String path) throws IOException {
+    Configuration conf = new Configuration();
+    FileSystem fileSystem = FileSystem.get(conf);
+    if (fileSystem.exists(new Path(path))) {
+      fileSystem.delete(new Path(path), true);
     }
+  }
 
-    public static JavaRDD<String> loadDataFromHDFS(String path, JavaSparkContext context) {
-        return context.textFile(path);
+  public static DedupConfig loadConfigFromHDFS(String path) throws IOException {
+
+    Configuration conf = new Configuration();
+    FileSystem fileSystem = FileSystem.get(conf);
+    FSDataInputStream inputStream = new FSDataInputStream(fileSystem.open(new Path(path)));
+
+    return DedupConfig.load(IOUtils.toString(inputStream, StandardCharsets.UTF_8.name()));
+  }
+
+  static <T> String readFromClasspath(final String filename, final Class<T> clazz) {
+    final StringWriter sw = new StringWriter();
+    try {
+      IOUtils.copy(clazz.getResourceAsStream(filename), sw);
+      return sw.toString();
+    } catch (final IOException e) {
+      throw new RuntimeException("cannot load resource from classpath: " + filename);
     }
+  }
 
-    public static void deleteIfExists(String path) throws IOException {
-        Configuration conf = new Configuration();
-        FileSystem fileSystem = FileSystem.get(conf);
-        if (fileSystem.exists(new Path(path))) {
-            fileSystem.delete(new Path(path), true);
-        }
+  static Set<String> getGroupingKeys(DedupConfig conf, MapDocument doc) {
+    return Sets.newHashSet(BlacklistAwareClusteringCombiner.filterAndCombine(doc, conf));
+  }
+
+  public static String md5(final String s) {
+    try {
+      final MessageDigest md = MessageDigest.getInstance("MD5");
+      md.update(s.getBytes("UTF-8"));
+      return new String(Hex.encodeHex(md.digest()));
+    } catch (final Exception e) {
+      System.err.println("Error creating id");
+      return null;
     }
+  }
 
-    public static DedupConfig loadConfigFromHDFS(String path) throws IOException {
+  public static List<Author> mergeAuthor(final List<Author> a, final List<Author> b) {
+    int pa = countAuthorsPids(a);
+    int pb = countAuthorsPids(b);
+    List<Author> base, enrich;
+    int sa = authorsSize(a);
+    int sb = authorsSize(b);
 
-        Configuration conf = new Configuration();
-        FileSystem fileSystem = FileSystem.get(conf);
-        FSDataInputStream inputStream = new FSDataInputStream(fileSystem.open(new Path(path)));
-
-        return DedupConfig.load(IOUtils.toString(inputStream, StandardCharsets.UTF_8.name()));
+    if (pa == pb) {
+      base = sa > sb ? a : b;
+      enrich = sa > sb ? b : a;
+    } else {
+      base = pa > pb ? a : b;
+      enrich = pa > pb ? b : a;
     }
+    enrichPidFromList(base, enrich);
+    return base;
+  }
 
-    static <T> String readFromClasspath(final String filename, final Class<T> clazz) {
-        final StringWriter sw = new StringWriter();
-        try {
-            IOUtils.copy(clazz.getResourceAsStream(filename), sw);
-            return sw.toString();
-        } catch (final IOException e) {
-            throw new RuntimeException("cannot load resource from classpath: " + filename);
-        }
+  private static void enrichPidFromList(List<Author> base, List<Author> enrich) {
+    if (base == null || enrich == null) return;
+    final Map<String, Author> basePidAuthorMap =
+        base.stream()
+            .filter(a -> a.getPid() != null && a.getPid().size() > 0)
+            .flatMap(a -> a.getPid().stream().map(p -> new Tuple2<>(p.toComparableString(), a)))
+            .collect(Collectors.toMap(Tuple2::_1, Tuple2::_2, (x1, x2) -> x1));
+
+    final List<Tuple2<StructuredProperty, Author>> pidToEnrich =
+        enrich.stream()
+            .filter(a -> a.getPid() != null && a.getPid().size() > 0)
+            .flatMap(
+                a ->
+                    a.getPid().stream()
+                        .filter(p -> !basePidAuthorMap.containsKey(p.toComparableString()))
+                        .map(p -> new Tuple2<>(p, a)))
+            .collect(Collectors.toList());
+
+    pidToEnrich.forEach(
+        a -> {
+          Optional<Tuple2<Double, Author>> simAuhtor =
+              base.stream()
+                  .map(ba -> new Tuple2<>(sim(ba, a._2()), ba))
+                  .max(Comparator.comparing(Tuple2::_1));
+          if (simAuhtor.isPresent() && simAuhtor.get()._1() > THRESHOLD) {
+            Author r = simAuhtor.get()._2();
+            r.getPid().add(a._1());
+          }
+        });
+  }
+
+  public static String createEntityPath(final String basePath, final String entityType) {
+    return String.format("%s/%s", basePath, entityType);
+  }
+
+  public static String createSimRelPath(final String basePath, final String entityType) {
+    return String.format("%s/%s/simRel", basePath, entityType);
+  }
+
+  public static String createMergeRelPath(final String basePath, final String entityType) {
+    return String.format("%s/%s/mergeRel", basePath, entityType);
+  }
+
+  private static Double sim(Author a, Author b) {
+
+    final Person pa = parse(a);
+    final Person pb = parse(b);
+
+    if (pa.isAccurate() & pb.isAccurate()) {
+      return new JaroWinkler()
+          .score(normalize(pa.getSurnameString()), normalize(pb.getSurnameString()));
+    } else {
+      return new JaroWinkler()
+          .score(normalize(pa.getNormalisedFullname()), normalize(pb.getNormalisedFullname()));
     }
+  }
 
-    static Set<String> getGroupingKeys(DedupConfig conf, MapDocument doc) {
-        return Sets.newHashSet(BlacklistAwareClusteringCombiner.filterAndCombine(doc, conf));
+  private static String normalize(final String s) {
+    return nfd(s)
+        .toLowerCase()
+        // do not compact the regexes in a single expression, would cause StackOverflowError
+        // in case
+        // of large input strings
+        .replaceAll("(\\W)+", " ")
+        .replaceAll("(\\p{InCombiningDiacriticalMarks})+", " ")
+        .replaceAll("(\\p{Punct})+", " ")
+        .replaceAll("(\\d)+", " ")
+        .replaceAll("(\\n)+", " ")
+        .trim();
+  }
+
+  private static String nfd(final String s) {
+    return Normalizer.normalize(s, Normalizer.Form.NFD);
+  }
+
+  private static Person parse(Author author) {
+    if (StringUtils.isNotBlank(author.getSurname())) {
+      return new Person(author.getSurname() + ", " + author.getName(), false);
+    } else {
+      return new Person(author.getFullname(), false);
     }
+  }
 
-    public static String md5(final String s) {
-        try {
-            final MessageDigest md = MessageDigest.getInstance("MD5");
-            md.update(s.getBytes("UTF-8"));
-            return new String(Hex.encodeHex(md.digest()));
-        } catch (final Exception e) {
-            System.err.println("Error creating id");
-            return null;
-        }
-    }
+  private static int countAuthorsPids(List<Author> authors) {
+    if (authors == null) return 0;
 
-    public static List<Author> mergeAuthor(final List<Author> a, final List<Author> b) {
-        int pa = countAuthorsPids(a);
-        int pb = countAuthorsPids(b);
-        List<Author> base, enrich;
-        int sa = authorsSize(a);
-        int sb = authorsSize(b);
+    return (int) authors.stream().filter(DedupUtility::hasPid).count();
+  }
 
-        if (pa == pb) {
-            base = sa > sb ? a : b;
-            enrich = sa > sb ? b : a;
-        } else {
-            base = pa > pb ? a : b;
-            enrich = pa > pb ? b : a;
-        }
-        enrichPidFromList(base, enrich);
-        return base;
-    }
+  private static int authorsSize(List<Author> authors) {
+    if (authors == null) return 0;
+    return authors.size();
+  }
 
-    private static void enrichPidFromList(List<Author> base, List<Author> enrich) {
-        if (base == null || enrich == null) return;
-        final Map<String, Author> basePidAuthorMap =
-                base.stream()
-                        .filter(a -> a.getPid() != null && a.getPid().size() > 0)
-                        .flatMap(
-                                a ->
-                                        a.getPid().stream()
-                                                .map(p -> new Tuple2<>(p.toComparableString(), a)))
-                        .collect(Collectors.toMap(Tuple2::_1, Tuple2::_2, (x1, x2) -> x1));
-
-        final List<Tuple2<StructuredProperty, Author>> pidToEnrich =
-                enrich.stream()
-                        .filter(a -> a.getPid() != null && a.getPid().size() > 0)
-                        .flatMap(
-                                a ->
-                                        a.getPid().stream()
-                                                .filter(
-                                                        p ->
-                                                                !basePidAuthorMap.containsKey(
-                                                                        p.toComparableString()))
-                                                .map(p -> new Tuple2<>(p, a)))
-                        .collect(Collectors.toList());
-
-        pidToEnrich.forEach(
-                a -> {
-                    Optional<Tuple2<Double, Author>> simAuhtor =
-                            base.stream()
-                                    .map(ba -> new Tuple2<>(sim(ba, a._2()), ba))
-                                    .max(Comparator.comparing(Tuple2::_1));
-                    if (simAuhtor.isPresent() && simAuhtor.get()._1() > THRESHOLD) {
-                        Author r = simAuhtor.get()._2();
-                        r.getPid().add(a._1());
-                    }
-                });
-    }
-
-    public static String createEntityPath(final String basePath, final String entityType) {
-        return String.format("%s/%s", basePath, entityType);
-    }
-
-    public static String createSimRelPath(final String basePath, final String entityType) {
-        return String.format("%s/%s/simRel", basePath, entityType);
-    }
-
-    public static String createMergeRelPath(final String basePath, final String entityType) {
-        return String.format("%s/%s/mergeRel", basePath, entityType);
-    }
-
-    private static Double sim(Author a, Author b) {
-
-        final Person pa = parse(a);
-        final Person pb = parse(b);
-
-        if (pa.isAccurate() & pb.isAccurate()) {
-            return new JaroWinkler()
-                    .score(normalize(pa.getSurnameString()), normalize(pb.getSurnameString()));
-        } else {
-            return new JaroWinkler()
-                    .score(
-                            normalize(pa.getNormalisedFullname()),
-                            normalize(pb.getNormalisedFullname()));
-        }
-    }
-
-    private static String normalize(final String s) {
-        return nfd(s).toLowerCase()
-                // do not compact the regexes in a single expression, would cause StackOverflowError
-                // in case
-                // of large input strings
-                .replaceAll("(\\W)+", " ")
-                .replaceAll("(\\p{InCombiningDiacriticalMarks})+", " ")
-                .replaceAll("(\\p{Punct})+", " ")
-                .replaceAll("(\\d)+", " ")
-                .replaceAll("(\\n)+", " ")
-                .trim();
-    }
-
-    private static String nfd(final String s) {
-        return Normalizer.normalize(s, Normalizer.Form.NFD);
-    }
-
-    private static Person parse(Author author) {
-        if (StringUtils.isNotBlank(author.getSurname())) {
-            return new Person(author.getSurname() + ", " + author.getName(), false);
-        } else {
-            return new Person(author.getFullname(), false);
-        }
-    }
-
-    private static int countAuthorsPids(List<Author> authors) {
-        if (authors == null) return 0;
-
-        return (int) authors.stream().filter(DedupUtility::hasPid).count();
-    }
-
-    private static int authorsSize(List<Author> authors) {
-        if (authors == null) return 0;
-        return authors.size();
-    }
-
-    private static boolean hasPid(Author a) {
-        if (a == null || a.getPid() == null || a.getPid().size() == 0) return false;
-        return a.getPid().stream().anyMatch(p -> p != null && StringUtils.isNotBlank(p.getValue()));
-    }
+  private static boolean hasPid(Author a) {
+    if (a == null || a.getPid() == null || a.getPid().size() == 0) return false;
+    return a.getPid().stream().anyMatch(p -> p != null && StringUtils.isNotBlank(p.getValue()));
+  }
 }
diff --git a/dhp-workflows/dhp-dedup-scholexplorer/src/main/java/eu/dnetlib/dedup/Deduper.java b/dhp-workflows/dhp-dedup-scholexplorer/src/main/java/eu/dnetlib/dedup/Deduper.java
index bec4229ee3..681a4168aa 100644
--- a/dhp-workflows/dhp-dedup-scholexplorer/src/main/java/eu/dnetlib/dedup/Deduper.java
+++ b/dhp-workflows/dhp-dedup-scholexplorer/src/main/java/eu/dnetlib/dedup/Deduper.java
@@ -20,184 +20,165 @@ import scala.Tuple2;
 
 public class Deduper implements Serializable {
 
-    private static final Log log = LogFactory.getLog(Deduper.class);
+  private static final Log log = LogFactory.getLog(Deduper.class);
 
-    /**
-     * @return the list of relations generated by the deduplication
-     * @param: the spark context
-     * @param: list of JSON entities to be deduped
-     * @param: the dedup configuration
-     */
-    public static JavaPairRDD<String, String> dedup(
-            JavaSparkContext context, JavaRDD<String> entities, DedupConfig config) {
+  /**
+   * @return the list of relations generated by the deduplication
+   * @param: the spark context
+   * @param: list of JSON entities to be deduped
+   * @param: the dedup configuration
+   */
+  public static JavaPairRDD<String, String> dedup(
+      JavaSparkContext context, JavaRDD<String> entities, DedupConfig config) {
 
-        Map<String, LongAccumulator> accumulators =
-                DedupUtility.constructAccumulator(config, context.sc());
+    Map<String, LongAccumulator> accumulators =
+        DedupUtility.constructAccumulator(config, context.sc());
 
-        // create vertexes of the graph: <ID, MapDocument>
-        JavaPairRDD<String, MapDocument> mapDocs = mapToVertexes(context, entities, config);
+    // create vertexes of the graph: <ID, MapDocument>
+    JavaPairRDD<String, MapDocument> mapDocs = mapToVertexes(context, entities, config);
 
-        // create blocks for deduplication
-        JavaPairRDD<String, Iterable<MapDocument>> blocks = createBlocks(context, mapDocs, config);
+    // create blocks for deduplication
+    JavaPairRDD<String, Iterable<MapDocument>> blocks = createBlocks(context, mapDocs, config);
 
-        // create relations by comparing only elements in the same group
-        return computeRelations(context, blocks, config);
+    // create relations by comparing only elements in the same group
+    return computeRelations(context, blocks, config);
 
-        //        final RDD<Edge<String>> edgeRdd = relationRDD.map(it -> new
-        // Edge<>(it._1().hashCode(),
-        // it._2().hashCode(), "equalTo")).rdd();
-        //
-        //        RDD<Tuple2<Object, MapDocument>> vertexes =
-        // mapDocs.mapToPair((PairFunction<Tuple2<String, MapDocument>, Object, MapDocument>) t ->
-        // new
-        // Tuple2<Object, MapDocument>((long) t._1().hashCode(), t._2())).rdd();
-        //        accumulators.forEach((name, acc) -> log.info(name + " -> " + acc.value()));
-        //
-        //        return GraphProcessor.findCCs(vertexes, edgeRdd, 20).toJavaRDD();
-    }
+    // final RDD<Edge<String>> edgeRdd = relationRDD.map(it -> new
+    // Edge<>(it._1().hashCode(),
+    // it._2().hashCode(), "equalTo")).rdd();
+    //
+    // RDD<Tuple2<Object, MapDocument>> vertexes =
+    // mapDocs.mapToPair((PairFunction<Tuple2<String, MapDocument>, Object, MapDocument>) t ->
+    // new
+    // Tuple2<Object, MapDocument>((long) t._1().hashCode(), t._2())).rdd();
+    // accumulators.forEach((name, acc) -> log.info(name + " -> " + acc.value()));
+    //
+    // return GraphProcessor.findCCs(vertexes, edgeRdd, 20).toJavaRDD();
+  }
 
-    /**
-     * @return the list of relations generated by the deduplication
-     * @param: the spark context
-     * @param: list of blocks
-     * @param: the dedup configuration
-     */
-    public static JavaPairRDD<String, String> computeRelations(
-            JavaSparkContext context,
-            JavaPairRDD<String, Iterable<MapDocument>> blocks,
-            DedupConfig config) {
+  /**
+   * @return the list of relations generated by the deduplication
+   * @param: the spark context
+   * @param: list of blocks
+   * @param: the dedup configuration
+   */
+  public static JavaPairRDD<String, String> computeRelations(
+      JavaSparkContext context,
+      JavaPairRDD<String, Iterable<MapDocument>> blocks,
+      DedupConfig config) {
 
-        Map<String, LongAccumulator> accumulators =
-                DedupUtility.constructAccumulator(config, context.sc());
+    Map<String, LongAccumulator> accumulators =
+        DedupUtility.constructAccumulator(config, context.sc());
 
-        return blocks.flatMapToPair(
-                        (PairFlatMapFunction<Tuple2<String, Iterable<MapDocument>>, String, String>)
-                                it -> {
-                                    final SparkReporter reporter = new SparkReporter(accumulators);
-                                    new BlockProcessor(config).process(it._1(), it._2(), reporter);
-                                    return reporter.getRelations().iterator();
-                                })
-                .mapToPair(
-                        (PairFunction<Tuple2<String, String>, String, Tuple2<String, String>>)
-                                item ->
-                                        new Tuple2<String, Tuple2<String, String>>(
-                                                item._1() + item._2(), item))
-                .reduceByKey((a, b) -> a)
-                .mapToPair(
-                        (PairFunction<Tuple2<String, Tuple2<String, String>>, String, String>)
-                                Tuple2::_2);
-    }
+    return blocks
+        .flatMapToPair(
+            (PairFlatMapFunction<Tuple2<String, Iterable<MapDocument>>, String, String>)
+                it -> {
+                  final SparkReporter reporter = new SparkReporter(accumulators);
+                  new BlockProcessor(config).process(it._1(), it._2(), reporter);
+                  return reporter.getRelations().iterator();
+                })
+        .mapToPair(
+            (PairFunction<Tuple2<String, String>, String, Tuple2<String, String>>)
+                item -> new Tuple2<String, Tuple2<String, String>>(item._1() + item._2(), item))
+        .reduceByKey((a, b) -> a)
+        .mapToPair(
+            (PairFunction<Tuple2<String, Tuple2<String, String>>, String, String>) Tuple2::_2);
+  }
 
-    /**
-     * @return the list of blocks based on clustering of dedup configuration
-     * @param: the spark context
-     * @param: list of entities: <id, entity>
-     * @param: the dedup configuration
-     */
-    public static JavaPairRDD<String, Iterable<MapDocument>> createBlocks(
-            JavaSparkContext context,
-            JavaPairRDD<String, MapDocument> mapDocs,
-            DedupConfig config) {
-        return mapDocs
-                // the reduce is just to be sure that we haven't document with same id
-                .reduceByKey((a, b) -> a)
-                .map(Tuple2::_2)
-                // Clustering: from <id, doc> to List<groupkey,doc>
-                .flatMapToPair(
-                        (PairFlatMapFunction<MapDocument, String, MapDocument>)
-                                a ->
-                                        DedupUtility.getGroupingKeys(config, a).stream()
-                                                .map(it -> new Tuple2<>(it, a))
-                                                .collect(Collectors.toList())
-                                                .iterator())
-                .groupByKey();
-    }
+  /**
+   * @return the list of blocks based on clustering of dedup configuration
+   * @param: the spark context
+   * @param: list of entities: <id, entity>
+   * @param: the dedup configuration
+   */
+  public static JavaPairRDD<String, Iterable<MapDocument>> createBlocks(
+      JavaSparkContext context, JavaPairRDD<String, MapDocument> mapDocs, DedupConfig config) {
+    return mapDocs
+        // the reduce is just to be sure that we haven't document with same id
+        .reduceByKey((a, b) -> a)
+        .map(Tuple2::_2)
+        // Clustering: from <id, doc> to List<groupkey,doc>
+        .flatMapToPair(
+            (PairFlatMapFunction<MapDocument, String, MapDocument>)
+                a ->
+                    DedupUtility.getGroupingKeys(config, a).stream()
+                        .map(it -> new Tuple2<>(it, a))
+                        .collect(Collectors.toList())
+                        .iterator())
+        .groupByKey();
+  }
 
-    public static JavaPairRDD<String, List<MapDocument>> createsortedBlocks(
-            JavaSparkContext context,
-            JavaPairRDD<String, MapDocument> mapDocs,
-            DedupConfig config) {
-        final String of = config.getWf().getOrderField();
-        final int maxQueueSize = config.getWf().getGroupMaxSize();
-        return mapDocs
-                // the reduce is just to be sure that we haven't document with same id
-                .reduceByKey((a, b) -> a)
-                .map(Tuple2::_2)
-                // Clustering: from <id, doc> to List<groupkey,doc>
-                .flatMapToPair(
-                        (PairFlatMapFunction<MapDocument, String, List<MapDocument>>)
-                                a ->
-                                        DedupUtility.getGroupingKeys(config, a).stream()
-                                                .map(
-                                                        it -> {
-                                                            List<MapDocument> tmp =
-                                                                    new ArrayList<>();
-                                                            tmp.add(a);
-                                                            return new Tuple2<>(it, tmp);
-                                                        })
-                                                .collect(Collectors.toList())
-                                                .iterator())
-                .reduceByKey(
-                        (Function2<List<MapDocument>, List<MapDocument>, List<MapDocument>>)
-                                (v1, v2) -> {
-                                    v1.addAll(v2);
-                                    v1.sort(
-                                            Comparator.comparing(
-                                                    a -> a.getFieldMap().get(of).stringValue()));
-                                    if (v1.size() > maxQueueSize)
-                                        return new ArrayList<>(v1.subList(0, maxQueueSize));
-                                    return v1;
-                                });
-    }
+  public static JavaPairRDD<String, List<MapDocument>> createsortedBlocks(
+      JavaSparkContext context, JavaPairRDD<String, MapDocument> mapDocs, DedupConfig config) {
+    final String of = config.getWf().getOrderField();
+    final int maxQueueSize = config.getWf().getGroupMaxSize();
+    return mapDocs
+        // the reduce is just to be sure that we haven't document with same id
+        .reduceByKey((a, b) -> a)
+        .map(Tuple2::_2)
+        // Clustering: from <id, doc> to List<groupkey,doc>
+        .flatMapToPair(
+            (PairFlatMapFunction<MapDocument, String, List<MapDocument>>)
+                a ->
+                    DedupUtility.getGroupingKeys(config, a).stream()
+                        .map(
+                            it -> {
+                              List<MapDocument> tmp = new ArrayList<>();
+                              tmp.add(a);
+                              return new Tuple2<>(it, tmp);
+                            })
+                        .collect(Collectors.toList())
+                        .iterator())
+        .reduceByKey(
+            (Function2<List<MapDocument>, List<MapDocument>, List<MapDocument>>)
+                (v1, v2) -> {
+                  v1.addAll(v2);
+                  v1.sort(Comparator.comparing(a -> a.getFieldMap().get(of).stringValue()));
+                  if (v1.size() > maxQueueSize) return new ArrayList<>(v1.subList(0, maxQueueSize));
+                  return v1;
+                });
+  }
 
-    /**
-     * @return the list of vertexes: <id, mapDocument>
-     * @param: the spark context
-     * @param: list of JSON entities
-     * @param: the dedup configuration
-     */
-    public static JavaPairRDD<String, MapDocument> mapToVertexes(
-            JavaSparkContext context, JavaRDD<String> entities, DedupConfig config) {
+  /**
+   * @return the list of vertexes: <id, mapDocument>
+   * @param: the spark context
+   * @param: list of JSON entities
+   * @param: the dedup configuration
+   */
+  public static JavaPairRDD<String, MapDocument> mapToVertexes(
+      JavaSparkContext context, JavaRDD<String> entities, DedupConfig config) {
 
-        return entities.mapToPair(
-                (PairFunction<String, String, MapDocument>)
-                        s -> {
-                            MapDocument mapDocument =
-                                    MapDocumentUtil.asMapDocumentWithJPath(config, s);
-                            return new Tuple2<String, MapDocument>(
-                                    mapDocument.getIdentifier(), mapDocument);
-                        });
-    }
+    return entities.mapToPair(
+        (PairFunction<String, String, MapDocument>)
+            s -> {
+              MapDocument mapDocument = MapDocumentUtil.asMapDocumentWithJPath(config, s);
+              return new Tuple2<String, MapDocument>(mapDocument.getIdentifier(), mapDocument);
+            });
+  }
 
-    public static JavaPairRDD<String, String> computeRelations2(
-            JavaSparkContext context,
-            JavaPairRDD<String, List<MapDocument>> blocks,
-            DedupConfig config) {
-        Map<String, LongAccumulator> accumulators =
-                DedupUtility.constructAccumulator(config, context.sc());
+  public static JavaPairRDD<String, String> computeRelations2(
+      JavaSparkContext context, JavaPairRDD<String, List<MapDocument>> blocks, DedupConfig config) {
+    Map<String, LongAccumulator> accumulators =
+        DedupUtility.constructAccumulator(config, context.sc());
 
-        return blocks.flatMapToPair(
-                        (PairFlatMapFunction<Tuple2<String, List<MapDocument>>, String, String>)
-                                it -> {
-                                    try {
-                                        final SparkReporter reporter =
-                                                new SparkReporter(accumulators);
-                                        new BlockProcessor(config)
-                                                .processSortedBlock(it._1(), it._2(), reporter);
-                                        return reporter.getRelations().iterator();
-                                    } catch (Exception e) {
-                                        throw new RuntimeException(
-                                                it._2().get(0).getIdentifier(), e);
-                                    }
-                                })
-                .mapToPair(
-                        (PairFunction<Tuple2<String, String>, String, Tuple2<String, String>>)
-                                item ->
-                                        new Tuple2<String, Tuple2<String, String>>(
-                                                item._1() + item._2(), item))
-                .reduceByKey((a, b) -> a)
-                .mapToPair(
-                        (PairFunction<Tuple2<String, Tuple2<String, String>>, String, String>)
-                                Tuple2::_2);
-    }
+    return blocks
+        .flatMapToPair(
+            (PairFlatMapFunction<Tuple2<String, List<MapDocument>>, String, String>)
+                it -> {
+                  try {
+                    final SparkReporter reporter = new SparkReporter(accumulators);
+                    new BlockProcessor(config).processSortedBlock(it._1(), it._2(), reporter);
+                    return reporter.getRelations().iterator();
+                  } catch (Exception e) {
+                    throw new RuntimeException(it._2().get(0).getIdentifier(), e);
+                  }
+                })
+        .mapToPair(
+            (PairFunction<Tuple2<String, String>, String, Tuple2<String, String>>)
+                item -> new Tuple2<String, Tuple2<String, String>>(item._1() + item._2(), item))
+        .reduceByKey((a, b) -> a)
+        .mapToPair(
+            (PairFunction<Tuple2<String, Tuple2<String, String>>, String, String>) Tuple2::_2);
+  }
 }
diff --git a/dhp-workflows/dhp-dedup-scholexplorer/src/main/java/eu/dnetlib/dedup/OafEntityType.java b/dhp-workflows/dhp-dedup-scholexplorer/src/main/java/eu/dnetlib/dedup/OafEntityType.java
index 10632240a9..72c771a133 100644
--- a/dhp-workflows/dhp-dedup-scholexplorer/src/main/java/eu/dnetlib/dedup/OafEntityType.java
+++ b/dhp-workflows/dhp-dedup-scholexplorer/src/main/java/eu/dnetlib/dedup/OafEntityType.java
@@ -1,11 +1,11 @@
 package eu.dnetlib.dedup;
 
 public enum OafEntityType {
-    datasource,
-    organization,
-    project,
-    dataset,
-    otherresearchproduct,
-    software,
-    publication
+  datasource,
+  organization,
+  project,
+  dataset,
+  otherresearchproduct,
+  software,
+  publication
 }
diff --git a/dhp-workflows/dhp-dedup-scholexplorer/src/main/java/eu/dnetlib/dedup/SparkCreateConnectedComponent.java b/dhp-workflows/dhp-dedup-scholexplorer/src/main/java/eu/dnetlib/dedup/SparkCreateConnectedComponent.java
index 29068e1320..1039b8636f 100644
--- a/dhp-workflows/dhp-dedup-scholexplorer/src/main/java/eu/dnetlib/dedup/SparkCreateConnectedComponent.java
+++ b/dhp-workflows/dhp-dedup-scholexplorer/src/main/java/eu/dnetlib/dedup/SparkCreateConnectedComponent.java
@@ -24,89 +24,82 @@ import scala.Tuple2;
 
 public class SparkCreateConnectedComponent {
 
-    public static void main(String[] args) throws Exception {
-        final ArgumentApplicationParser parser =
-                new ArgumentApplicationParser(
-                        IOUtils.toString(
-                                SparkCreateConnectedComponent.class.getResourceAsStream(
-                                        "/eu/dnetlib/dhp/sx/dedup/dedup_parameters.json")));
-        parser.parseArgument(args);
-        final SparkSession spark =
-                SparkSession.builder()
-                        .appName(SparkCreateConnectedComponent.class.getSimpleName())
-                        .master(parser.get("master"))
-                        .getOrCreate();
+  public static void main(String[] args) throws Exception {
+    final ArgumentApplicationParser parser =
+        new ArgumentApplicationParser(
+            IOUtils.toString(
+                SparkCreateConnectedComponent.class.getResourceAsStream(
+                    "/eu/dnetlib/dhp/sx/dedup/dedup_parameters.json")));
+    parser.parseArgument(args);
+    final SparkSession spark =
+        SparkSession.builder()
+            .appName(SparkCreateConnectedComponent.class.getSimpleName())
+            .master(parser.get("master"))
+            .getOrCreate();
 
-        final JavaSparkContext sc = new JavaSparkContext(spark.sparkContext());
-        final String inputPath = parser.get("sourcePath");
-        final String entity = parser.get("entity");
-        final String targetPath = parser.get("targetPath");
-        //        final DedupConfig dedupConf =
-        // DedupConfig.load(IOUtils.toString(SparkCreateConnectedComponent.class.getResourceAsStream("/eu/dnetlib/dhp/dedup/conf/org.curr.conf2.json")));
-        final DedupConfig dedupConf = DedupConfig.load(parser.get("dedupConf"));
+    final JavaSparkContext sc = new JavaSparkContext(spark.sparkContext());
+    final String inputPath = parser.get("sourcePath");
+    final String entity = parser.get("entity");
+    final String targetPath = parser.get("targetPath");
+    // final DedupConfig dedupConf =
+    // DedupConfig.load(IOUtils.toString(SparkCreateConnectedComponent.class.getResourceAsStream("/eu/dnetlib/dhp/dedup/conf/org.curr.conf2.json")));
+    final DedupConfig dedupConf = DedupConfig.load(parser.get("dedupConf"));
 
-        final JavaPairRDD<Object, String> vertexes =
-                sc.textFile(inputPath + "/" + entity)
-                        .map(s -> MapDocumentUtil.getJPathString(dedupConf.getWf().getIdPath(), s))
-                        .mapToPair(
-                                (PairFunction<String, Object, String>)
-                                        s -> new Tuple2<Object, String>(getHashcode(s), s));
+    final JavaPairRDD<Object, String> vertexes =
+        sc.textFile(inputPath + "/" + entity)
+            .map(s -> MapDocumentUtil.getJPathString(dedupConf.getWf().getIdPath(), s))
+            .mapToPair(
+                (PairFunction<String, Object, String>)
+                    s -> new Tuple2<Object, String>(getHashcode(s), s));
 
-        final Dataset<Relation> similarityRelations =
-                spark.read()
-                        .load(DedupUtility.createSimRelPath(targetPath, entity))
-                        .as(Encoders.bean(Relation.class));
-        final RDD<Edge<String>> edgeRdd =
-                similarityRelations
-                        .javaRDD()
-                        .map(
-                                it ->
-                                        new Edge<>(
-                                                getHashcode(it.getSource()),
-                                                getHashcode(it.getTarget()),
-                                                it.getRelClass()))
-                        .rdd();
-        final JavaRDD<ConnectedComponent> cc =
-                GraphProcessor.findCCs(
-                                vertexes.rdd(), edgeRdd, dedupConf.getWf().getMaxIterations())
-                        .toJavaRDD();
-        final Dataset<Relation> mergeRelation =
-                spark.createDataset(
-                        cc.filter(k -> k.getDocIds().size() > 1)
+    final Dataset<Relation> similarityRelations =
+        spark
+            .read()
+            .load(DedupUtility.createSimRelPath(targetPath, entity))
+            .as(Encoders.bean(Relation.class));
+    final RDD<Edge<String>> edgeRdd =
+        similarityRelations
+            .javaRDD()
+            .map(
+                it ->
+                    new Edge<>(
+                        getHashcode(it.getSource()), getHashcode(it.getTarget()), it.getRelClass()))
+            .rdd();
+    final JavaRDD<ConnectedComponent> cc =
+        GraphProcessor.findCCs(vertexes.rdd(), edgeRdd, dedupConf.getWf().getMaxIterations())
+            .toJavaRDD();
+    final Dataset<Relation> mergeRelation =
+        spark.createDataset(
+            cc.filter(k -> k.getDocIds().size() > 1)
+                .flatMap(
+                    (FlatMapFunction<ConnectedComponent, Relation>)
+                        c ->
+                            c.getDocIds().stream()
                                 .flatMap(
-                                        (FlatMapFunction<ConnectedComponent, Relation>)
-                                                c ->
-                                                        c.getDocIds().stream()
-                                                                .flatMap(
-                                                                        id -> {
-                                                                            List<Relation> tmp =
-                                                                                    new ArrayList<>();
-                                                                            Relation r =
-                                                                                    new Relation();
-                                                                            r.setSource(
-                                                                                    c.getCcId());
-                                                                            r.setTarget(id);
-                                                                            r.setRelClass("merges");
-                                                                            tmp.add(r);
-                                                                            r = new Relation();
-                                                                            r.setTarget(
-                                                                                    c.getCcId());
-                                                                            r.setSource(id);
-                                                                            r.setRelClass(
-                                                                                    "isMergedIn");
-                                                                            tmp.add(r);
-                                                                            return tmp.stream();
-                                                                        })
-                                                                .iterator())
-                                .rdd(),
-                        Encoders.bean(Relation.class));
-        mergeRelation
-                .write()
-                .mode("overwrite")
-                .save(DedupUtility.createMergeRelPath(targetPath, entity));
-    }
+                                    id -> {
+                                      List<Relation> tmp = new ArrayList<>();
+                                      Relation r = new Relation();
+                                      r.setSource(c.getCcId());
+                                      r.setTarget(id);
+                                      r.setRelClass("merges");
+                                      tmp.add(r);
+                                      r = new Relation();
+                                      r.setTarget(c.getCcId());
+                                      r.setSource(id);
+                                      r.setRelClass("isMergedIn");
+                                      tmp.add(r);
+                                      return tmp.stream();
+                                    })
+                                .iterator())
+                .rdd(),
+            Encoders.bean(Relation.class));
+    mergeRelation
+        .write()
+        .mode("overwrite")
+        .save(DedupUtility.createMergeRelPath(targetPath, entity));
+  }
 
-    public static long getHashcode(final String id) {
-        return Hashing.murmur3_128().hashString(id).asLong();
-    }
+  public static long getHashcode(final String id) {
+    return Hashing.murmur3_128().hashString(id).asLong();
+  }
 }
diff --git a/dhp-workflows/dhp-dedup-scholexplorer/src/main/java/eu/dnetlib/dedup/SparkCreateDedupRecord.java b/dhp-workflows/dhp-dedup-scholexplorer/src/main/java/eu/dnetlib/dedup/SparkCreateDedupRecord.java
index 780356fdf2..dbc97466d8 100644
--- a/dhp-workflows/dhp-dedup-scholexplorer/src/main/java/eu/dnetlib/dedup/SparkCreateDedupRecord.java
+++ b/dhp-workflows/dhp-dedup-scholexplorer/src/main/java/eu/dnetlib/dedup/SparkCreateDedupRecord.java
@@ -10,39 +10,39 @@ import org.apache.spark.api.java.JavaSparkContext;
 import org.apache.spark.sql.SparkSession;
 
 public class SparkCreateDedupRecord {
-    public static void main(String[] args) throws Exception {
-        final ArgumentApplicationParser parser =
-                new ArgumentApplicationParser(
-                        IOUtils.toString(
-                                SparkCreateDedupRecord.class.getResourceAsStream(
-                                        "/eu/dnetlib/dhp/sx/dedup/dedupRecord_parameters.json")));
-        parser.parseArgument(args);
-        final SparkSession spark =
-                SparkSession.builder()
-                        .appName(SparkCreateDedupRecord.class.getSimpleName())
-                        .master(parser.get("master"))
-                        .getOrCreate();
+  public static void main(String[] args) throws Exception {
+    final ArgumentApplicationParser parser =
+        new ArgumentApplicationParser(
+            IOUtils.toString(
+                SparkCreateDedupRecord.class.getResourceAsStream(
+                    "/eu/dnetlib/dhp/sx/dedup/dedupRecord_parameters.json")));
+    parser.parseArgument(args);
+    final SparkSession spark =
+        SparkSession.builder()
+            .appName(SparkCreateDedupRecord.class.getSimpleName())
+            .master(parser.get("master"))
+            .getOrCreate();
 
-        final JavaSparkContext sc = new JavaSparkContext(spark.sparkContext());
-        final String sourcePath = parser.get("sourcePath");
-        final String entity = parser.get("entity");
-        final String dedupPath = parser.get("dedupPath");
-        final DedupConfig dedupConf = DedupConfig.load(parser.get("dedupConf"));
+    final JavaSparkContext sc = new JavaSparkContext(spark.sparkContext());
+    final String sourcePath = parser.get("sourcePath");
+    final String entity = parser.get("entity");
+    final String dedupPath = parser.get("dedupPath");
+    final DedupConfig dedupConf = DedupConfig.load(parser.get("dedupConf"));
 
-        final JavaRDD<OafEntity> dedupRecord =
-                DedupRecordFactory.createDedupRecord(
-                        sc,
-                        spark,
-                        DedupUtility.createMergeRelPath(dedupPath, entity),
-                        DedupUtility.createEntityPath(sourcePath, entity),
-                        OafEntityType.valueOf(entity),
-                        dedupConf);
-        dedupRecord
-                .map(
-                        r -> {
-                            ObjectMapper mapper = new ObjectMapper();
-                            return mapper.writeValueAsString(r);
-                        })
-                .saveAsTextFile(dedupPath + "/" + entity + "/dedup_records");
-    }
+    final JavaRDD<OafEntity> dedupRecord =
+        DedupRecordFactory.createDedupRecord(
+            sc,
+            spark,
+            DedupUtility.createMergeRelPath(dedupPath, entity),
+            DedupUtility.createEntityPath(sourcePath, entity),
+            OafEntityType.valueOf(entity),
+            dedupConf);
+    dedupRecord
+        .map(
+            r -> {
+              ObjectMapper mapper = new ObjectMapper();
+              return mapper.writeValueAsString(r);
+            })
+        .saveAsTextFile(dedupPath + "/" + entity + "/dedup_records");
+  }
 }
diff --git a/dhp-workflows/dhp-dedup-scholexplorer/src/main/java/eu/dnetlib/dedup/SparkCreateSimRels.java b/dhp-workflows/dhp-dedup-scholexplorer/src/main/java/eu/dnetlib/dedup/SparkCreateSimRels.java
index 1728433481..b8df49af3b 100644
--- a/dhp-workflows/dhp-dedup-scholexplorer/src/main/java/eu/dnetlib/dedup/SparkCreateSimRels.java
+++ b/dhp-workflows/dhp-dedup-scholexplorer/src/main/java/eu/dnetlib/dedup/SparkCreateSimRels.java
@@ -21,61 +21,60 @@ import scala.Tuple2;
  */
 public class SparkCreateSimRels {
 
-    public static void main(String[] args) throws Exception {
-        final ArgumentApplicationParser parser =
-                new ArgumentApplicationParser(
-                        IOUtils.toString(
-                                SparkCreateSimRels.class.getResourceAsStream(
-                                        "/eu/dnetlib/dhp/sx/dedup/dedup_parameters.json")));
-        parser.parseArgument(args);
-        final SparkSession spark =
-                SparkSession.builder()
-                        .appName(SparkCreateSimRels.class.getSimpleName())
-                        .master(parser.get("master"))
-                        .getOrCreate();
+  public static void main(String[] args) throws Exception {
+    final ArgumentApplicationParser parser =
+        new ArgumentApplicationParser(
+            IOUtils.toString(
+                SparkCreateSimRels.class.getResourceAsStream(
+                    "/eu/dnetlib/dhp/sx/dedup/dedup_parameters.json")));
+    parser.parseArgument(args);
+    final SparkSession spark =
+        SparkSession.builder()
+            .appName(SparkCreateSimRels.class.getSimpleName())
+            .master(parser.get("master"))
+            .getOrCreate();
 
-        final JavaSparkContext sc = new JavaSparkContext(spark.sparkContext());
-        final String inputPath = parser.get("sourcePath");
-        final String entity = parser.get("entity");
-        final String targetPath = parser.get("targetPath");
-        //        final DedupConfig dedupConf =
-        // DedupConfig.load(IOUtils.toString(SparkCreateSimRels.class.getResourceAsStream("/eu/dnetlib/dhp/dedup/conf/org.curr.conf.json")));
-        final DedupConfig dedupConf = DedupConfig.load(parser.get("dedupConf"));
+    final JavaSparkContext sc = new JavaSparkContext(spark.sparkContext());
+    final String inputPath = parser.get("sourcePath");
+    final String entity = parser.get("entity");
+    final String targetPath = parser.get("targetPath");
+    // final DedupConfig dedupConf =
+    // DedupConfig.load(IOUtils.toString(SparkCreateSimRels.class.getResourceAsStream("/eu/dnetlib/dhp/dedup/conf/org.curr.conf.json")));
+    final DedupConfig dedupConf = DedupConfig.load(parser.get("dedupConf"));
 
-        JavaPairRDD<String, MapDocument> mapDocument =
-                sc.textFile(inputPath + "/" + entity)
-                        .mapToPair(
-                                s -> {
-                                    MapDocument d =
-                                            MapDocumentUtil.asMapDocumentWithJPath(dedupConf, s);
-                                    return new Tuple2<>(d.getIdentifier(), d);
-                                });
+    JavaPairRDD<String, MapDocument> mapDocument =
+        sc.textFile(inputPath + "/" + entity)
+            .mapToPair(
+                s -> {
+                  MapDocument d = MapDocumentUtil.asMapDocumentWithJPath(dedupConf, s);
+                  return new Tuple2<>(d.getIdentifier(), d);
+                });
 
-        // create blocks for deduplication
-        JavaPairRDD<String, List<MapDocument>> blocks =
-                Deduper.createsortedBlocks(sc, mapDocument, dedupConf);
-        //        JavaPairRDD<String, Iterable<MapDocument>> blocks = Deduper.createBlocks(sc,
-        // mapDocument, dedupConf);
+    // create blocks for deduplication
+    JavaPairRDD<String, List<MapDocument>> blocks =
+        Deduper.createsortedBlocks(sc, mapDocument, dedupConf);
+    // JavaPairRDD<String, Iterable<MapDocument>> blocks = Deduper.createBlocks(sc,
+    // mapDocument, dedupConf);
 
-        // create relations by comparing only elements in the same group
-        final JavaPairRDD<String, String> dedupRels =
-                Deduper.computeRelations2(sc, blocks, dedupConf);
-        //        final JavaPairRDD<String,String> dedupRels = Deduper.computeRelations(sc, blocks,
-        // dedupConf);
+    // create relations by comparing only elements in the same group
+    final JavaPairRDD<String, String> dedupRels = Deduper.computeRelations2(sc, blocks, dedupConf);
+    // final JavaPairRDD<String,String> dedupRels = Deduper.computeRelations(sc, blocks,
+    // dedupConf);
 
-        final JavaRDD<Relation> isSimilarToRDD =
-                dedupRels.map(
-                        simRel -> {
-                            final Relation r = new Relation();
-                            r.setSource(simRel._1());
-                            r.setTarget(simRel._2());
-                            r.setRelClass("isSimilarTo");
-                            return r;
-                        });
+    final JavaRDD<Relation> isSimilarToRDD =
+        dedupRels.map(
+            simRel -> {
+              final Relation r = new Relation();
+              r.setSource(simRel._1());
+              r.setTarget(simRel._2());
+              r.setRelClass("isSimilarTo");
+              return r;
+            });
 
-        spark.createDataset(isSimilarToRDD.rdd(), Encoders.bean(Relation.class))
-                .write()
-                .mode("overwrite")
-                .save(DedupUtility.createSimRelPath(targetPath, entity));
-    }
+    spark
+        .createDataset(isSimilarToRDD.rdd(), Encoders.bean(Relation.class))
+        .write()
+        .mode("overwrite")
+        .save(DedupUtility.createSimRelPath(targetPath, entity));
+  }
 }
diff --git a/dhp-workflows/dhp-dedup-scholexplorer/src/main/java/eu/dnetlib/dedup/SparkReporter.java b/dhp-workflows/dhp-dedup-scholexplorer/src/main/java/eu/dnetlib/dedup/SparkReporter.java
index a77484892b..d92eef2d4c 100644
--- a/dhp-workflows/dhp-dedup-scholexplorer/src/main/java/eu/dnetlib/dedup/SparkReporter.java
+++ b/dhp-workflows/dhp-dedup-scholexplorer/src/main/java/eu/dnetlib/dedup/SparkReporter.java
@@ -12,38 +12,38 @@ import scala.Tuple2;
 
 public class SparkReporter implements Serializable, Reporter {
 
-    final List<Tuple2<String, String>> relations = new ArrayList<>();
-    private static final Log log = LogFactory.getLog(SparkReporter.class);
-    Map<String, LongAccumulator> accumulators;
+  final List<Tuple2<String, String>> relations = new ArrayList<>();
+  private static final Log log = LogFactory.getLog(SparkReporter.class);
+  Map<String, LongAccumulator> accumulators;
 
-    public SparkReporter(Map<String, LongAccumulator> accumulators) {
-        this.accumulators = accumulators;
+  public SparkReporter(Map<String, LongAccumulator> accumulators) {
+    this.accumulators = accumulators;
+  }
+
+  public void incrementCounter(
+      String counterGroup,
+      String counterName,
+      long delta,
+      Map<String, LongAccumulator> accumulators) {
+
+    final String accumulatorName = String.format("%s::%s", counterGroup, counterName);
+    if (accumulators.containsKey(accumulatorName)) {
+      accumulators.get(accumulatorName).add(delta);
     }
+  }
 
-    public void incrementCounter(
-            String counterGroup,
-            String counterName,
-            long delta,
-            Map<String, LongAccumulator> accumulators) {
+  @Override
+  public void incrementCounter(String counterGroup, String counterName, long delta) {
 
-        final String accumulatorName = String.format("%s::%s", counterGroup, counterName);
-        if (accumulators.containsKey(accumulatorName)) {
-            accumulators.get(accumulatorName).add(delta);
-        }
-    }
+    incrementCounter(counterGroup, counterName, delta, accumulators);
+  }
 
-    @Override
-    public void incrementCounter(String counterGroup, String counterName, long delta) {
+  @Override
+  public void emit(String type, String from, String to) {
+    relations.add(new Tuple2<>(from, to));
+  }
 
-        incrementCounter(counterGroup, counterName, delta, accumulators);
-    }
-
-    @Override
-    public void emit(String type, String from, String to) {
-        relations.add(new Tuple2<>(from, to));
-    }
-
-    public List<Tuple2<String, String>> getRelations() {
-        return relations;
-    }
+  public List<Tuple2<String, String>> getRelations() {
+    return relations;
+  }
 }
diff --git a/dhp-workflows/dhp-dedup-scholexplorer/src/main/java/eu/dnetlib/dedup/graph/ConnectedComponent.java b/dhp-workflows/dhp-dedup-scholexplorer/src/main/java/eu/dnetlib/dedup/graph/ConnectedComponent.java
index a5aa94e09c..444d987d87 100644
--- a/dhp-workflows/dhp-dedup-scholexplorer/src/main/java/eu/dnetlib/dedup/graph/ConnectedComponent.java
+++ b/dhp-workflows/dhp-dedup-scholexplorer/src/main/java/eu/dnetlib/dedup/graph/ConnectedComponent.java
@@ -11,68 +11,68 @@ import org.codehaus.jackson.annotate.JsonIgnore;
 
 public class ConnectedComponent implements Serializable {
 
-    private Set<String> docIds;
-    private String ccId;
+  private Set<String> docIds;
+  private String ccId;
 
-    public ConnectedComponent() {}
+  public ConnectedComponent() {}
 
-    public ConnectedComponent(Set<String> docIds) {
-        this.docIds = docIds;
-        createID();
+  public ConnectedComponent(Set<String> docIds) {
+    this.docIds = docIds;
+    createID();
+  }
+
+  public String createID() {
+    if (docIds.size() > 1) {
+      final String s = getMin();
+      String prefix = s.split("\\|")[0];
+      ccId = prefix + "|dedup_wf_001::" + DedupUtility.md5(s);
+      return ccId;
+    } else {
+      return docIds.iterator().next();
     }
+  }
 
-    public String createID() {
-        if (docIds.size() > 1) {
-            final String s = getMin();
-            String prefix = s.split("\\|")[0];
-            ccId = prefix + "|dedup_wf_001::" + DedupUtility.md5(s);
-            return ccId;
-        } else {
-            return docIds.iterator().next();
-        }
+  @JsonIgnore
+  public String getMin() {
+
+    final StringBuilder min = new StringBuilder();
+    docIds.forEach(
+        i -> {
+          if (StringUtils.isBlank(min.toString())) {
+            min.append(i);
+          } else {
+            if (min.toString().compareTo(i) > 0) {
+              min.setLength(0);
+              min.append(i);
+            }
+          }
+        });
+    return min.toString();
+  }
+
+  @Override
+  public String toString() {
+    ObjectMapper mapper = new ObjectMapper();
+    try {
+      return mapper.writeValueAsString(this);
+    } catch (IOException e) {
+      throw new PaceException("Failed to create Json: ", e);
     }
+  }
 
-    @JsonIgnore
-    public String getMin() {
+  public Set<String> getDocIds() {
+    return docIds;
+  }
 
-        final StringBuilder min = new StringBuilder();
-        docIds.forEach(
-                i -> {
-                    if (StringUtils.isBlank(min.toString())) {
-                        min.append(i);
-                    } else {
-                        if (min.toString().compareTo(i) > 0) {
-                            min.setLength(0);
-                            min.append(i);
-                        }
-                    }
-                });
-        return min.toString();
-    }
+  public void setDocIds(Set<String> docIds) {
+    this.docIds = docIds;
+  }
 
-    @Override
-    public String toString() {
-        ObjectMapper mapper = new ObjectMapper();
-        try {
-            return mapper.writeValueAsString(this);
-        } catch (IOException e) {
-            throw new PaceException("Failed to create Json: ", e);
-        }
-    }
+  public String getCcId() {
+    return ccId;
+  }
 
-    public Set<String> getDocIds() {
-        return docIds;
-    }
-
-    public void setDocIds(Set<String> docIds) {
-        this.docIds = docIds;
-    }
-
-    public String getCcId() {
-        return ccId;
-    }
-
-    public void setCcId(String ccId) {
-        this.ccId = ccId;
-    }
+  public void setCcId(String ccId) {
+    this.ccId = ccId;
+  }
 }
diff --git a/dhp-workflows/dhp-dedup-scholexplorer/src/main/java/eu/dnetlib/dedup/sx/SparkPropagateRelationsJob.java b/dhp-workflows/dhp-dedup-scholexplorer/src/main/java/eu/dnetlib/dedup/sx/SparkPropagateRelationsJob.java
index 968f71ef0f..54a2d5dba1 100644
--- a/dhp-workflows/dhp-dedup-scholexplorer/src/main/java/eu/dnetlib/dedup/sx/SparkPropagateRelationsJob.java
+++ b/dhp-workflows/dhp-dedup-scholexplorer/src/main/java/eu/dnetlib/dedup/sx/SparkPropagateRelationsJob.java
@@ -14,101 +14,97 @@ import org.apache.spark.sql.*;
 import scala.Tuple2;
 
 public class SparkPropagateRelationsJob {
-    enum FieldType {
-        SOURCE,
-        TARGET
-    }
-
-    static final String SOURCEJSONPATH = "$.source";
-    static final String TARGETJSONPATH = "$.target";
-
-    public static void main(String[] args) throws Exception {
-        final ArgumentApplicationParser parser =
-                new ArgumentApplicationParser(
-                        IOUtils.toString(
-                                SparkPropagateRelationsJob.class.getResourceAsStream(
-                                        "/eu/dnetlib/dhp/sx/dedup/dedup_propagate_relation_parameters.json")));
-        parser.parseArgument(args);
-        final SparkSession spark =
-                SparkSession.builder()
-                        .appName(SparkUpdateEntityJob.class.getSimpleName())
-                        .master(parser.get("master"))
-                        .getOrCreate();
-
-        final JavaSparkContext sc = new JavaSparkContext(spark.sparkContext());
-        final String relationPath = parser.get("relationPath");
-        final String mergeRelPath = parser.get("mergeRelPath");
-        final String targetRelPath = parser.get("targetRelPath");
-
-        final Dataset<Relation> merge =
-                spark.read()
-                        .load(mergeRelPath)
-                        .as(Encoders.bean(Relation.class))
-                        .where("relClass == 'merges'");
-
-        final Dataset<Relation> rels =
-                spark.read().load(relationPath).as(Encoders.bean(Relation.class));
-
-        final Dataset<Relation> firstJoin =
-                rels.joinWith(merge, merge.col("target").equalTo(rels.col("source")), "left_outer")
-                        .map(
-                                (MapFunction<Tuple2<Relation, Relation>, Relation>)
-                                        r -> {
-                                            final Relation mergeRelation = r._2();
-                                            final Relation relation = r._1();
-
-                                            if (mergeRelation != null)
-                                                relation.setSource(mergeRelation.getSource());
-                                            return relation;
-                                        },
-                                Encoders.bean(Relation.class));
-
-        final Dataset<Relation> secondJoin =
-                firstJoin
-                        .joinWith(
-                                merge,
-                                merge.col("target").equalTo(firstJoin.col("target")),
-                                "left_outer")
-                        .map(
-                                (MapFunction<Tuple2<Relation, Relation>, Relation>)
-                                        r -> {
-                                            final Relation mergeRelation = r._2();
-                                            final Relation relation = r._1();
-                                            if (mergeRelation != null)
-                                                relation.setTarget(mergeRelation.getSource());
-                                            return relation;
-                                        },
-                                Encoders.bean(Relation.class));
-
-        secondJoin.write().mode(SaveMode.Overwrite).save(targetRelPath);
-    }
-
-    private static boolean containsDedup(final String json) {
-        final String source = DHPUtils.getJPathString(SOURCEJSONPATH, json);
-        final String target = DHPUtils.getJPathString(TARGETJSONPATH, json);
-
-        return source.toLowerCase().contains("dedup") || target.toLowerCase().contains("dedup");
-    }
-
-    private static String replaceField(final String json, final String id, final FieldType type) {
-        ObjectMapper mapper = new ObjectMapper();
-        mapper.configure(DeserializationFeature.FAIL_ON_UNKNOWN_PROPERTIES, false);
-        try {
-            Relation relation = mapper.readValue(json, Relation.class);
-            if (relation.getDataInfo() == null) relation.setDataInfo(new DataInfo());
-            relation.getDataInfo().setDeletedbyinference(false);
-            switch (type) {
-                case SOURCE:
-                    relation.setSource(id);
-                    return mapper.writeValueAsString(relation);
-                case TARGET:
-                    relation.setTarget(id);
-                    return mapper.writeValueAsString(relation);
-                default:
-                    throw new IllegalArgumentException("");
-            }
-        } catch (IOException e) {
-            throw new RuntimeException("unable to deserialize json relation: " + json, e);
-        }
+  enum FieldType {
+    SOURCE,
+    TARGET
+  }
+
+  static final String SOURCEJSONPATH = "$.source";
+  static final String TARGETJSONPATH = "$.target";
+
+  public static void main(String[] args) throws Exception {
+    final ArgumentApplicationParser parser =
+        new ArgumentApplicationParser(
+            IOUtils.toString(
+                SparkPropagateRelationsJob.class.getResourceAsStream(
+                    "/eu/dnetlib/dhp/sx/dedup/dedup_propagate_relation_parameters.json")));
+    parser.parseArgument(args);
+    final SparkSession spark =
+        SparkSession.builder()
+            .appName(SparkUpdateEntityJob.class.getSimpleName())
+            .master(parser.get("master"))
+            .getOrCreate();
+
+    final JavaSparkContext sc = new JavaSparkContext(spark.sparkContext());
+    final String relationPath = parser.get("relationPath");
+    final String mergeRelPath = parser.get("mergeRelPath");
+    final String targetRelPath = parser.get("targetRelPath");
+
+    final Dataset<Relation> merge =
+        spark
+            .read()
+            .load(mergeRelPath)
+            .as(Encoders.bean(Relation.class))
+            .where("relClass == 'merges'");
+
+    final Dataset<Relation> rels =
+        spark.read().load(relationPath).as(Encoders.bean(Relation.class));
+
+    final Dataset<Relation> firstJoin =
+        rels.joinWith(merge, merge.col("target").equalTo(rels.col("source")), "left_outer")
+            .map(
+                (MapFunction<Tuple2<Relation, Relation>, Relation>)
+                    r -> {
+                      final Relation mergeRelation = r._2();
+                      final Relation relation = r._1();
+
+                      if (mergeRelation != null) relation.setSource(mergeRelation.getSource());
+                      return relation;
+                    },
+                Encoders.bean(Relation.class));
+
+    final Dataset<Relation> secondJoin =
+        firstJoin
+            .joinWith(merge, merge.col("target").equalTo(firstJoin.col("target")), "left_outer")
+            .map(
+                (MapFunction<Tuple2<Relation, Relation>, Relation>)
+                    r -> {
+                      final Relation mergeRelation = r._2();
+                      final Relation relation = r._1();
+                      if (mergeRelation != null) relation.setTarget(mergeRelation.getSource());
+                      return relation;
+                    },
+                Encoders.bean(Relation.class));
+
+    secondJoin.write().mode(SaveMode.Overwrite).save(targetRelPath);
+  }
+
+  private static boolean containsDedup(final String json) {
+    final String source = DHPUtils.getJPathString(SOURCEJSONPATH, json);
+    final String target = DHPUtils.getJPathString(TARGETJSONPATH, json);
+
+    return source.toLowerCase().contains("dedup") || target.toLowerCase().contains("dedup");
+  }
+
+  private static String replaceField(final String json, final String id, final FieldType type) {
+    ObjectMapper mapper = new ObjectMapper();
+    mapper.configure(DeserializationFeature.FAIL_ON_UNKNOWN_PROPERTIES, false);
+    try {
+      Relation relation = mapper.readValue(json, Relation.class);
+      if (relation.getDataInfo() == null) relation.setDataInfo(new DataInfo());
+      relation.getDataInfo().setDeletedbyinference(false);
+      switch (type) {
+        case SOURCE:
+          relation.setSource(id);
+          return mapper.writeValueAsString(relation);
+        case TARGET:
+          relation.setTarget(id);
+          return mapper.writeValueAsString(relation);
+        default:
+          throw new IllegalArgumentException("");
+      }
+    } catch (IOException e) {
+      throw new RuntimeException("unable to deserialize json relation: " + json, e);
     }
+  }
 }
diff --git a/dhp-workflows/dhp-dedup-scholexplorer/src/main/java/eu/dnetlib/dedup/sx/SparkUpdateEntityJob.java b/dhp-workflows/dhp-dedup-scholexplorer/src/main/java/eu/dnetlib/dedup/sx/SparkUpdateEntityJob.java
index c5a9581ecf..6ebdb05727 100644
--- a/dhp-workflows/dhp-dedup-scholexplorer/src/main/java/eu/dnetlib/dedup/sx/SparkUpdateEntityJob.java
+++ b/dhp-workflows/dhp-dedup-scholexplorer/src/main/java/eu/dnetlib/dedup/sx/SparkUpdateEntityJob.java
@@ -22,81 +22,78 @@ import scala.Tuple2;
 
 public class SparkUpdateEntityJob {
 
-    static final String IDJSONPATH = "$.id";
+  static final String IDJSONPATH = "$.id";
 
-    public static void main(String[] args) throws Exception {
-        final ArgumentApplicationParser parser =
-                new ArgumentApplicationParser(
-                        IOUtils.toString(
-                                SparkUpdateEntityJob.class.getResourceAsStream(
-                                        "/eu/dnetlib/dhp/sx/dedup/dedup_delete_by_inference_parameters.json")));
-        parser.parseArgument(args);
-        final SparkSession spark =
-                SparkSession.builder()
-                        .appName(SparkUpdateEntityJob.class.getSimpleName())
-                        .master(parser.get("master"))
-                        .getOrCreate();
+  public static void main(String[] args) throws Exception {
+    final ArgumentApplicationParser parser =
+        new ArgumentApplicationParser(
+            IOUtils.toString(
+                SparkUpdateEntityJob.class.getResourceAsStream(
+                    "/eu/dnetlib/dhp/sx/dedup/dedup_delete_by_inference_parameters.json")));
+    parser.parseArgument(args);
+    final SparkSession spark =
+        SparkSession.builder()
+            .appName(SparkUpdateEntityJob.class.getSimpleName())
+            .master(parser.get("master"))
+            .getOrCreate();
 
-        final JavaSparkContext sc = new JavaSparkContext(spark.sparkContext());
-        final String entityPath = parser.get("entityPath");
-        final String mergeRelPath = parser.get("mergeRelPath");
-        final String dedupRecordPath = parser.get("dedupRecordPath");
-        final String entity = parser.get("entity");
-        final String destination = parser.get("targetPath");
+    final JavaSparkContext sc = new JavaSparkContext(spark.sparkContext());
+    final String entityPath = parser.get("entityPath");
+    final String mergeRelPath = parser.get("mergeRelPath");
+    final String dedupRecordPath = parser.get("dedupRecordPath");
+    final String entity = parser.get("entity");
+    final String destination = parser.get("targetPath");
 
-        final Dataset<Relation> df =
-                spark.read().load(mergeRelPath).as(Encoders.bean(Relation.class));
-        final JavaPairRDD<String, String> mergedIds =
-                df.where("relClass == 'merges'")
-                        .select(df.col("target"))
-                        .distinct()
-                        .toJavaRDD()
-                        .mapToPair(
-                                (PairFunction<Row, String, String>)
-                                        r -> new Tuple2<>(r.getString(0), "d"));
-        final JavaRDD<String> sourceEntity = sc.textFile(entityPath);
+    final Dataset<Relation> df = spark.read().load(mergeRelPath).as(Encoders.bean(Relation.class));
+    final JavaPairRDD<String, String> mergedIds =
+        df.where("relClass == 'merges'")
+            .select(df.col("target"))
+            .distinct()
+            .toJavaRDD()
+            .mapToPair((PairFunction<Row, String, String>) r -> new Tuple2<>(r.getString(0), "d"));
+    final JavaRDD<String> sourceEntity = sc.textFile(entityPath);
 
-        final JavaRDD<String> dedupEntity = sc.textFile(dedupRecordPath);
-        JavaPairRDD<String, String> entitiesWithId =
-                sourceEntity.mapToPair(
-                        (PairFunction<String, String, String>)
-                                s -> new Tuple2<>(DHPUtils.getJPathString(IDJSONPATH, s), s));
-        Class<? extends Oaf> mainClass;
-        switch (entity) {
-            case "publication":
-                mainClass = DLIPublication.class;
-                break;
-            case "dataset":
-                mainClass = DLIDataset.class;
-                break;
-            case "unknown":
-                mainClass = DLIUnknown.class;
-                break;
-            default:
-                throw new IllegalArgumentException("Illegal type " + entity);
-        }
-        JavaRDD<String> map =
-                entitiesWithId
-                        .leftOuterJoin(mergedIds)
-                        .map(
-                                k ->
-                                        k._2()._2().isPresent()
-                                                ? updateDeletedByInference(k._2()._1(), mainClass)
-                                                : k._2()._1());
-        map.union(dedupEntity).saveAsTextFile(destination, GzipCodec.class);
+    final JavaRDD<String> dedupEntity = sc.textFile(dedupRecordPath);
+    JavaPairRDD<String, String> entitiesWithId =
+        sourceEntity.mapToPair(
+            (PairFunction<String, String, String>)
+                s -> new Tuple2<>(DHPUtils.getJPathString(IDJSONPATH, s), s));
+    Class<? extends Oaf> mainClass;
+    switch (entity) {
+      case "publication":
+        mainClass = DLIPublication.class;
+        break;
+      case "dataset":
+        mainClass = DLIDataset.class;
+        break;
+      case "unknown":
+        mainClass = DLIUnknown.class;
+        break;
+      default:
+        throw new IllegalArgumentException("Illegal type " + entity);
     }
+    JavaRDD<String> map =
+        entitiesWithId
+            .leftOuterJoin(mergedIds)
+            .map(
+                k ->
+                    k._2()._2().isPresent()
+                        ? updateDeletedByInference(k._2()._1(), mainClass)
+                        : k._2()._1());
+    map.union(dedupEntity).saveAsTextFile(destination, GzipCodec.class);
+  }
 
-    private static <T extends Oaf> String updateDeletedByInference(
-            final String json, final Class<T> clazz) {
-        final ObjectMapper mapper = new ObjectMapper();
-        mapper.configure(DeserializationFeature.FAIL_ON_UNKNOWN_PROPERTIES, false);
-        try {
-            Oaf entity = mapper.readValue(json, clazz);
-            if (entity.getDataInfo() == null) entity.setDataInfo(new DataInfo());
-            entity.getDataInfo().setDeletedbyinference(true);
-            return mapper.writeValueAsString(entity);
-        } catch (IOException e) {
-            throw new RuntimeException("Unable to convert json", e);
-        }
+  private static <T extends Oaf> String updateDeletedByInference(
+      final String json, final Class<T> clazz) {
+    final ObjectMapper mapper = new ObjectMapper();
+    mapper.configure(DeserializationFeature.FAIL_ON_UNKNOWN_PROPERTIES, false);
+    try {
+      Oaf entity = mapper.readValue(json, clazz);
+      if (entity.getDataInfo() == null) entity.setDataInfo(new DataInfo());
+      entity.getDataInfo().setDeletedbyinference(true);
+      return mapper.writeValueAsString(entity);
+    } catch (IOException e) {
+      throw new RuntimeException("Unable to convert json", e);
     }
+  }
 }
diff --git a/dhp-workflows/dhp-doiboost/src/main/java/eu/dnetlib/doiboost/crossref/CrossrefImporter.java b/dhp-workflows/dhp-doiboost/src/main/java/eu/dnetlib/doiboost/crossref/CrossrefImporter.java
index f09719267b..df46ce76d1 100644
--- a/dhp-workflows/dhp-doiboost/src/main/java/eu/dnetlib/doiboost/crossref/CrossrefImporter.java
+++ b/dhp-workflows/dhp-doiboost/src/main/java/eu/dnetlib/doiboost/crossref/CrossrefImporter.java
@@ -16,87 +16,84 @@ import org.slf4j.LoggerFactory;
 
 public class CrossrefImporter {
 
-    public static void main(String[] args) throws Exception {
+  public static void main(String[] args) throws Exception {
 
-        final ArgumentApplicationParser parser =
-                new ArgumentApplicationParser(
-                        IOUtils.toString(
-                                CrossrefImporter.class.getResourceAsStream(
-                                        "/eu/dnetlib/dhp/doiboost/import_from_es.json")));
-        Logger logger = LoggerFactory.getLogger(CrossrefImporter.class);
-        parser.parseArgument(args);
+    final ArgumentApplicationParser parser =
+        new ArgumentApplicationParser(
+            IOUtils.toString(
+                CrossrefImporter.class.getResourceAsStream(
+                    "/eu/dnetlib/dhp/doiboost/import_from_es.json")));
+    Logger logger = LoggerFactory.getLogger(CrossrefImporter.class);
+    parser.parseArgument(args);
 
-        final String hdfsuri = parser.get("namenode");
-        logger.info("HDFS URI" + hdfsuri);
-        Path hdfswritepath = new Path(parser.get("targetPath"));
-        logger.info("TargetPath: " + hdfsuri);
+    final String hdfsuri = parser.get("namenode");
+    logger.info("HDFS URI" + hdfsuri);
+    Path hdfswritepath = new Path(parser.get("targetPath"));
+    logger.info("TargetPath: " + hdfsuri);
 
-        final Long timestamp =
-                StringUtils.isNotBlank(parser.get("timestamp"))
-                        ? Long.parseLong(parser.get("timestamp"))
-                        : -1;
+    final Long timestamp =
+        StringUtils.isNotBlank(parser.get("timestamp"))
+            ? Long.parseLong(parser.get("timestamp"))
+            : -1;
 
-        if (timestamp > 0) logger.info("Timestamp added " + timestamp);
+    if (timestamp > 0) logger.info("Timestamp added " + timestamp);
 
-        // ====== Init HDFS File System Object
-        Configuration conf = new Configuration();
-        // Set FileSystem URI
-        conf.set("fs.defaultFS", hdfsuri);
-        // Because of Maven
-        conf.set("fs.hdfs.impl", org.apache.hadoop.hdfs.DistributedFileSystem.class.getName());
-        conf.set("fs.file.impl", org.apache.hadoop.fs.LocalFileSystem.class.getName());
+    // ====== Init HDFS File System Object
+    Configuration conf = new Configuration();
+    // Set FileSystem URI
+    conf.set("fs.defaultFS", hdfsuri);
+    // Because of Maven
+    conf.set("fs.hdfs.impl", org.apache.hadoop.hdfs.DistributedFileSystem.class.getName());
+    conf.set("fs.file.impl", org.apache.hadoop.fs.LocalFileSystem.class.getName());
 
-        ESClient client =
-                timestamp > 0
-                        ? new ESClient(
-                                "ip-90-147-167-25.ct1.garrservices.it", "crossref", timestamp)
-                        : new ESClient("ip-90-147-167-25.ct1.garrservices.it", "crossref");
+    ESClient client =
+        timestamp > 0
+            ? new ESClient("ip-90-147-167-25.ct1.garrservices.it", "crossref", timestamp)
+            : new ESClient("ip-90-147-167-25.ct1.garrservices.it", "crossref");
 
-        try (SequenceFile.Writer writer =
-                SequenceFile.createWriter(
-                        conf,
-                        SequenceFile.Writer.file(hdfswritepath),
-                        SequenceFile.Writer.keyClass(IntWritable.class),
-                        SequenceFile.Writer.valueClass(Text.class))) {
+    try (SequenceFile.Writer writer =
+        SequenceFile.createWriter(
+            conf,
+            SequenceFile.Writer.file(hdfswritepath),
+            SequenceFile.Writer.keyClass(IntWritable.class),
+            SequenceFile.Writer.valueClass(Text.class))) {
 
-            int i = 0;
-            long start = System.currentTimeMillis();
-            long end = 0;
-            final IntWritable key = new IntWritable(i);
-            final Text value = new Text();
-            while (client.hasNext()) {
-                key.set(i++);
-                value.set(client.next());
-                writer.append(key, value);
-                if (i % 1000000 == 0) {
-                    end = System.currentTimeMillis();
-                    final float time = (end - start) / 1000.0F;
-                    logger.info(
-                            String.format(
-                                    "Imported %d records last 100000 imported in %f seconds",
-                                    i, time));
-                    start = System.currentTimeMillis();
-                }
-            }
+      int i = 0;
+      long start = System.currentTimeMillis();
+      long end = 0;
+      final IntWritable key = new IntWritable(i);
+      final Text value = new Text();
+      while (client.hasNext()) {
+        key.set(i++);
+        value.set(client.next());
+        writer.append(key, value);
+        if (i % 1000000 == 0) {
+          end = System.currentTimeMillis();
+          final float time = (end - start) / 1000.0F;
+          logger.info(
+              String.format("Imported %d records last 100000 imported in %f seconds", i, time));
+          start = System.currentTimeMillis();
         }
+      }
     }
+  }
 
-    public static String decompressBlob(final String blob) {
-        try {
-            byte[] byteArray = Base64.decodeBase64(blob.getBytes());
-            final Inflater decompresser = new Inflater();
-            decompresser.setInput(byteArray);
-            final ByteArrayOutputStream bos = new ByteArrayOutputStream(byteArray.length);
-            byte[] buffer = new byte[8192];
-            while (!decompresser.finished()) {
-                int size = decompresser.inflate(buffer);
-                bos.write(buffer, 0, size);
-            }
-            byte[] unzippeddata = bos.toByteArray();
-            decompresser.end();
-            return new String(unzippeddata);
-        } catch (Throwable e) {
-            throw new RuntimeException("Wrong record:" + blob, e);
-        }
+  public static String decompressBlob(final String blob) {
+    try {
+      byte[] byteArray = Base64.decodeBase64(blob.getBytes());
+      final Inflater decompresser = new Inflater();
+      decompresser.setInput(byteArray);
+      final ByteArrayOutputStream bos = new ByteArrayOutputStream(byteArray.length);
+      byte[] buffer = new byte[8192];
+      while (!decompresser.finished()) {
+        int size = decompresser.inflate(buffer);
+        bos.write(buffer, 0, size);
+      }
+      byte[] unzippeddata = bos.toByteArray();
+      decompresser.end();
+      return new String(unzippeddata);
+    } catch (Throwable e) {
+      throw new RuntimeException("Wrong record:" + blob, e);
     }
+  }
 }
diff --git a/dhp-workflows/dhp-doiboost/src/main/java/eu/dnetlib/doiboost/crossref/ESClient.java b/dhp-workflows/dhp-doiboost/src/main/java/eu/dnetlib/doiboost/crossref/ESClient.java
index 5412a192af..125dfc034b 100644
--- a/dhp-workflows/dhp-doiboost/src/main/java/eu/dnetlib/doiboost/crossref/ESClient.java
+++ b/dhp-workflows/dhp-doiboost/src/main/java/eu/dnetlib/doiboost/crossref/ESClient.java
@@ -14,102 +14,101 @@ import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
 public class ESClient implements Iterator<String> {
-    private static final Logger logger = LoggerFactory.getLogger(ESClient.class);
+  private static final Logger logger = LoggerFactory.getLogger(ESClient.class);
 
-    static final String blobPath = "$.hits[*].hits[*]._source.blob";
-    static final String scrollIdPath = "$._scroll_id";
-    static final String JSON_NO_TS = "{\"size\":1000}";
-    static final String JSON_WITH_TS =
-            "{\"size\":1000, \"query\":{\"range\":{\"timestamp\":{\"gte\":%d}}}}";
-    static final String JSON_SCROLL = "{\"scroll_id\":\"%s\",\"scroll\" : \"1m\"}";
+  static final String blobPath = "$.hits[*].hits[*]._source.blob";
+  static final String scrollIdPath = "$._scroll_id";
+  static final String JSON_NO_TS = "{\"size\":1000}";
+  static final String JSON_WITH_TS =
+      "{\"size\":1000, \"query\":{\"range\":{\"timestamp\":{\"gte\":%d}}}}";
+  static final String JSON_SCROLL = "{\"scroll_id\":\"%s\",\"scroll\" : \"1m\"}";
 
-    private final String scrollId;
+  private final String scrollId;
 
-    private List<String> buffer;
+  private List<String> buffer;
 
-    private final String esHost;
+  private final String esHost;
 
-    public ESClient(final String esHost, final String esIndex) throws IOException {
+  public ESClient(final String esHost, final String esIndex) throws IOException {
 
-        this.esHost = esHost;
-        final String body =
-                getResponse(
-                        String.format("http://%s:9200/%s/_search?scroll=1m", esHost, esIndex),
-                        JSON_NO_TS);
-        scrollId = getJPathString(scrollIdPath, body);
+    this.esHost = esHost;
+    final String body =
+        getResponse(
+            String.format("http://%s:9200/%s/_search?scroll=1m", esHost, esIndex), JSON_NO_TS);
+    scrollId = getJPathString(scrollIdPath, body);
+    buffer = getBlobs(body);
+  }
+
+  public ESClient(final String esHost, final String esIndex, final long timestamp)
+      throws IOException {
+    this.esHost = esHost;
+    final String body =
+        getResponse(
+            String.format("http://%s:9200/%s/_search?scroll=1m", esHost, esIndex),
+            String.format(JSON_WITH_TS, timestamp));
+    scrollId = getJPathString(scrollIdPath, body);
+    buffer = getBlobs(body);
+  }
+
+  private String getResponse(final String url, final String json) {
+    CloseableHttpClient client = HttpClients.createDefault();
+    try {
+
+      HttpPost httpPost = new HttpPost(url);
+      if (json != null) {
+        StringEntity entity = new StringEntity(json);
+        httpPost.setEntity(entity);
+        httpPost.setHeader("Accept", "application/json");
+        httpPost.setHeader("Content-type", "application/json");
+      }
+      CloseableHttpResponse response = client.execute(httpPost);
+
+      return IOUtils.toString(response.getEntity().getContent());
+    } catch (Throwable e) {
+      throw new RuntimeException("Error on executing request ", e);
+    } finally {
+      try {
+        client.close();
+      } catch (IOException e) {
+        throw new RuntimeException("Unable to close client ", e);
+      }
+    }
+  }
+
+  private String getJPathString(final String jsonPath, final String json) {
+    try {
+      Object o = JsonPath.read(json, jsonPath);
+      if (o instanceof String) return (String) o;
+      return null;
+    } catch (Exception e) {
+      return "";
+    }
+  }
+
+  private List<String> getBlobs(final String body) {
+    final List<String> res = JsonPath.read(body, "$.hits.hits[*]._source.blob");
+    return res;
+  }
+
+  @Override
+  public boolean hasNext() {
+    return (buffer != null && !buffer.isEmpty());
+  }
+
+  @Override
+  public String next() {
+    final String nextItem = buffer.remove(0);
+    if (buffer.isEmpty()) {
+
+      final String json_param = String.format(JSON_SCROLL, scrollId);
+      final String body =
+          getResponse(String.format("http://%s:9200/_search/scroll", esHost), json_param);
+      try {
         buffer = getBlobs(body);
+      } catch (Throwable e) {
+        logger.error("Error on  get next page: body:" + body);
+      }
     }
-
-    public ESClient(final String esHost, final String esIndex, final long timestamp)
-            throws IOException {
-        this.esHost = esHost;
-        final String body =
-                getResponse(
-                        String.format("http://%s:9200/%s/_search?scroll=1m", esHost, esIndex),
-                        String.format(JSON_WITH_TS, timestamp));
-        scrollId = getJPathString(scrollIdPath, body);
-        buffer = getBlobs(body);
-    }
-
-    private String getResponse(final String url, final String json) {
-        CloseableHttpClient client = HttpClients.createDefault();
-        try {
-
-            HttpPost httpPost = new HttpPost(url);
-            if (json != null) {
-                StringEntity entity = new StringEntity(json);
-                httpPost.setEntity(entity);
-                httpPost.setHeader("Accept", "application/json");
-                httpPost.setHeader("Content-type", "application/json");
-            }
-            CloseableHttpResponse response = client.execute(httpPost);
-
-            return IOUtils.toString(response.getEntity().getContent());
-        } catch (Throwable e) {
-            throw new RuntimeException("Error on executing request ", e);
-        } finally {
-            try {
-                client.close();
-            } catch (IOException e) {
-                throw new RuntimeException("Unable to close client ", e);
-            }
-        }
-    }
-
-    private String getJPathString(final String jsonPath, final String json) {
-        try {
-            Object o = JsonPath.read(json, jsonPath);
-            if (o instanceof String) return (String) o;
-            return null;
-        } catch (Exception e) {
-            return "";
-        }
-    }
-
-    private List<String> getBlobs(final String body) {
-        final List<String> res = JsonPath.read(body, "$.hits.hits[*]._source.blob");
-        return res;
-    }
-
-    @Override
-    public boolean hasNext() {
-        return (buffer != null && !buffer.isEmpty());
-    }
-
-    @Override
-    public String next() {
-        final String nextItem = buffer.remove(0);
-        if (buffer.isEmpty()) {
-
-            final String json_param = String.format(JSON_SCROLL, scrollId);
-            final String body =
-                    getResponse(String.format("http://%s:9200/_search/scroll", esHost), json_param);
-            try {
-                buffer = getBlobs(body);
-            } catch (Throwable e) {
-                logger.error("Error on  get next page: body:" + body);
-            }
-        }
-        return nextItem;
-    }
+    return nextItem;
+  }
 }
diff --git a/dhp-workflows/dhp-doiboost/src/main/java/eu/dnetlib/doiboost/orcid/ActivitiesDecompressor.java b/dhp-workflows/dhp-doiboost/src/main/java/eu/dnetlib/doiboost/orcid/ActivitiesDecompressor.java
index 65d10c8330..0f086434b4 100644
--- a/dhp-workflows/dhp-doiboost/src/main/java/eu/dnetlib/doiboost/orcid/ActivitiesDecompressor.java
+++ b/dhp-workflows/dhp-doiboost/src/main/java/eu/dnetlib/doiboost/orcid/ActivitiesDecompressor.java
@@ -22,130 +22,120 @@ import org.mortbay.log.Log;
 
 public class ActivitiesDecompressor {
 
-    private static final int MAX_XML_WORKS_PARSED = -1;
-    private static final int XML_WORKS_PARSED_COUNTER_LOG_INTERVAL = 100000;
+  private static final int MAX_XML_WORKS_PARSED = -1;
+  private static final int XML_WORKS_PARSED_COUNTER_LOG_INTERVAL = 100000;
 
-    public static void parseGzActivities(Configuration conf, String inputUri, Path outputPath)
-            throws Exception {
-        String uri = inputUri;
-        FileSystem fs = FileSystem.get(URI.create(uri), conf);
-        Path inputPath = new Path(uri);
-        CompressionCodecFactory factory = new CompressionCodecFactory(conf);
-        CompressionCodec codec = factory.getCodec(inputPath);
-        if (codec == null) {
-            System.err.println("No codec found for " + uri);
-            System.exit(1);
-        }
-        CompressionCodecFactory.removeSuffix(uri, codec.getDefaultExtension());
-        InputStream gzipInputStream = null;
-        try {
-            gzipInputStream = codec.createInputStream(fs.open(inputPath));
-            parseTarActivities(fs, conf, gzipInputStream, outputPath);
-
-        } finally {
-            Log.debug("Closing gzip stream");
-            IOUtils.closeStream(gzipInputStream);
-        }
+  public static void parseGzActivities(Configuration conf, String inputUri, Path outputPath)
+      throws Exception {
+    String uri = inputUri;
+    FileSystem fs = FileSystem.get(URI.create(uri), conf);
+    Path inputPath = new Path(uri);
+    CompressionCodecFactory factory = new CompressionCodecFactory(conf);
+    CompressionCodec codec = factory.getCodec(inputPath);
+    if (codec == null) {
+      System.err.println("No codec found for " + uri);
+      System.exit(1);
     }
+    CompressionCodecFactory.removeSuffix(uri, codec.getDefaultExtension());
+    InputStream gzipInputStream = null;
+    try {
+      gzipInputStream = codec.createInputStream(fs.open(inputPath));
+      parseTarActivities(fs, conf, gzipInputStream, outputPath);
 
-    private static void parseTarActivities(
-            FileSystem fs, Configuration conf, InputStream gzipInputStream, Path outputPath) {
-        int counter = 0;
-        int doiFound = 0;
-        int errorFromOrcidFound = 0;
-        int xmlParserErrorFound = 0;
-        try (TarArchiveInputStream tais = new TarArchiveInputStream(gzipInputStream)) {
-            TarArchiveEntry entry = null;
+    } finally {
+      Log.debug("Closing gzip stream");
+      IOUtils.closeStream(gzipInputStream);
+    }
+  }
 
-            try (SequenceFile.Writer writer =
-                    SequenceFile.createWriter(
-                            conf,
-                            SequenceFile.Writer.file(outputPath),
-                            SequenceFile.Writer.keyClass(Text.class),
-                            SequenceFile.Writer.valueClass(Text.class))) {
-                while ((entry = tais.getNextTarEntry()) != null) {
-                    String filename = entry.getName();
+  private static void parseTarActivities(
+      FileSystem fs, Configuration conf, InputStream gzipInputStream, Path outputPath) {
+    int counter = 0;
+    int doiFound = 0;
+    int errorFromOrcidFound = 0;
+    int xmlParserErrorFound = 0;
+    try (TarArchiveInputStream tais = new TarArchiveInputStream(gzipInputStream)) {
+      TarArchiveEntry entry = null;
 
-                    try {
-                        if (entry.isDirectory() || !filename.contains("works")) {
+      try (SequenceFile.Writer writer =
+          SequenceFile.createWriter(
+              conf,
+              SequenceFile.Writer.file(outputPath),
+              SequenceFile.Writer.keyClass(Text.class),
+              SequenceFile.Writer.valueClass(Text.class))) {
+        while ((entry = tais.getNextTarEntry()) != null) {
+          String filename = entry.getName();
 
-                        } else {
-                            Log.debug("XML work entry name: " + entry.getName());
-                            counter++;
-                            BufferedReader br =
-                                    new BufferedReader(
-                                            new InputStreamReader(
-                                                    tais)); // Read directly from tarInput
-                            String line;
-                            StringBuffer buffer = new StringBuffer();
-                            while ((line = br.readLine()) != null) {
-                                buffer.append(line);
-                            }
-                            WorkData workData =
-                                    XMLRecordParser.VTDParseWorkData(buffer.toString().getBytes());
-                            if (workData != null) {
-                                if (workData.getErrorCode() != null) {
-                                    errorFromOrcidFound += 1;
-                                    Log.debug(
-                                            "error from Orcid with code "
-                                                    + workData.getErrorCode()
-                                                    + " for entry "
-                                                    + entry.getName());
-                                    continue;
-                                }
-                                if (workData.isDoiFound()) {
-                                    String jsonData = JsonWriter.create(workData);
-                                    Log.debug("oid: " + workData.getOid() + " data: " + jsonData);
+          try {
+            if (entry.isDirectory() || !filename.contains("works")) {
 
-                                    final Text key = new Text(workData.getOid());
-                                    final Text value = new Text(jsonData);
-
-                                    try {
-                                        writer.append(key, value);
-                                    } catch (IOException e) {
-                                        Log.debug("Writing to sequence file: " + e.getMessage());
-                                        Log.debug(e);
-                                        throw new RuntimeException(e);
-                                    }
-                                    doiFound += 1;
-                                }
-
-                            } else {
-                                Log.warn(
-                                        "Data not retrievable ["
-                                                + entry.getName()
-                                                + "] "
-                                                + buffer.toString());
-                                xmlParserErrorFound += 1;
-                            }
-                        }
-                    } catch (Exception e) {
-                        Log.warn(
-                                "Parsing work from tar archive and xml work: "
-                                        + filename
-                                        + "  "
-                                        + e.getMessage());
-                        Log.warn(e);
-                    }
-
-                    if ((counter % XML_WORKS_PARSED_COUNTER_LOG_INTERVAL) == 0) {
-                        Log.info("Current xml works parsed: " + counter);
-                    }
-
-                    if ((MAX_XML_WORKS_PARSED > -1) && (counter > MAX_XML_WORKS_PARSED)) {
-                        break;
-                    }
+            } else {
+              Log.debug("XML work entry name: " + entry.getName());
+              counter++;
+              BufferedReader br =
+                  new BufferedReader(new InputStreamReader(tais)); // Read directly from tarInput
+              String line;
+              StringBuffer buffer = new StringBuffer();
+              while ((line = br.readLine()) != null) {
+                buffer.append(line);
+              }
+              WorkData workData = XMLRecordParser.VTDParseWorkData(buffer.toString().getBytes());
+              if (workData != null) {
+                if (workData.getErrorCode() != null) {
+                  errorFromOrcidFound += 1;
+                  Log.debug(
+                      "error from Orcid with code "
+                          + workData.getErrorCode()
+                          + " for entry "
+                          + entry.getName());
+                  continue;
                 }
+                if (workData.isDoiFound()) {
+                  String jsonData = JsonWriter.create(workData);
+                  Log.debug("oid: " + workData.getOid() + " data: " + jsonData);
+
+                  final Text key = new Text(workData.getOid());
+                  final Text value = new Text(jsonData);
+
+                  try {
+                    writer.append(key, value);
+                  } catch (IOException e) {
+                    Log.debug("Writing to sequence file: " + e.getMessage());
+                    Log.debug(e);
+                    throw new RuntimeException(e);
+                  }
+                  doiFound += 1;
+                }
+
+              } else {
+                Log.warn("Data not retrievable [" + entry.getName() + "] " + buffer.toString());
+                xmlParserErrorFound += 1;
+              }
             }
-        } catch (IOException e) {
-            Log.warn("Parsing work from gzip archive: " + e.getMessage());
+          } catch (Exception e) {
+            Log.warn(
+                "Parsing work from tar archive and xml work: " + filename + "  " + e.getMessage());
             Log.warn(e);
-            throw new RuntimeException(e);
+          }
+
+          if ((counter % XML_WORKS_PARSED_COUNTER_LOG_INTERVAL) == 0) {
+            Log.info("Current xml works parsed: " + counter);
+          }
+
+          if ((MAX_XML_WORKS_PARSED > -1) && (counter > MAX_XML_WORKS_PARSED)) {
+            break;
+          }
         }
-        Log.info("Activities parse completed");
-        Log.info("Total XML works parsed: " + counter);
-        Log.info("Total doi found: " + doiFound);
-        Log.info("Error from Orcid found: " + errorFromOrcidFound);
-        Log.info("Error parsing xml work found: " + xmlParserErrorFound);
+      }
+    } catch (IOException e) {
+      Log.warn("Parsing work from gzip archive: " + e.getMessage());
+      Log.warn(e);
+      throw new RuntimeException(e);
     }
+    Log.info("Activities parse completed");
+    Log.info("Total XML works parsed: " + counter);
+    Log.info("Total doi found: " + doiFound);
+    Log.info("Error from Orcid found: " + errorFromOrcidFound);
+    Log.info("Error parsing xml work found: " + xmlParserErrorFound);
+  }
 }
diff --git a/dhp-workflows/dhp-doiboost/src/main/java/eu/dnetlib/doiboost/orcid/OrcidAuthorsDOIsDataGen.java b/dhp-workflows/dhp-doiboost/src/main/java/eu/dnetlib/doiboost/orcid/OrcidAuthorsDOIsDataGen.java
index c7c1d75cf9..7c42285de6 100644
--- a/dhp-workflows/dhp-doiboost/src/main/java/eu/dnetlib/doiboost/orcid/OrcidAuthorsDOIsDataGen.java
+++ b/dhp-workflows/dhp-doiboost/src/main/java/eu/dnetlib/doiboost/orcid/OrcidAuthorsDOIsDataGen.java
@@ -10,40 +10,39 @@ import org.mortbay.log.Log;
 
 public class OrcidAuthorsDOIsDataGen extends OrcidDSManager {
 
-    private String activitiesFileNameTarGz;
-    private String outputAuthorsDOIsPath;
+  private String activitiesFileNameTarGz;
+  private String outputAuthorsDOIsPath;
 
-    public static void main(String[] args) throws IOException, Exception {
-        OrcidAuthorsDOIsDataGen orcidAuthorsDOIsDataGen = new OrcidAuthorsDOIsDataGen();
-        orcidAuthorsDOIsDataGen.loadArgs(args);
-        orcidAuthorsDOIsDataGen.generateAuthorsDOIsData();
-    }
+  public static void main(String[] args) throws IOException, Exception {
+    OrcidAuthorsDOIsDataGen orcidAuthorsDOIsDataGen = new OrcidAuthorsDOIsDataGen();
+    orcidAuthorsDOIsDataGen.loadArgs(args);
+    orcidAuthorsDOIsDataGen.generateAuthorsDOIsData();
+  }
 
-    public void generateAuthorsDOIsData() throws Exception {
-        Configuration conf = initConfigurationObject();
-        FileSystem fs = initFileSystemObject(conf);
-        String tarGzUri =
-                hdfsServerUri.concat(hdfsOrcidDefaultPath).concat(activitiesFileNameTarGz);
-        Path outputPath =
-                new Path(hdfsServerUri.concat(hdfsOrcidDefaultPath).concat(outputAuthorsDOIsPath));
-        ActivitiesDecompressor.parseGzActivities(conf, tarGzUri, outputPath);
-    }
+  public void generateAuthorsDOIsData() throws Exception {
+    Configuration conf = initConfigurationObject();
+    FileSystem fs = initFileSystemObject(conf);
+    String tarGzUri = hdfsServerUri.concat(hdfsOrcidDefaultPath).concat(activitiesFileNameTarGz);
+    Path outputPath =
+        new Path(hdfsServerUri.concat(hdfsOrcidDefaultPath).concat(outputAuthorsDOIsPath));
+    ActivitiesDecompressor.parseGzActivities(conf, tarGzUri, outputPath);
+  }
 
-    private void loadArgs(String[] args) throws IOException, Exception {
-        final ArgumentApplicationParser parser =
-                new ArgumentApplicationParser(
-                        IOUtils.toString(
-                                OrcidAuthorsDOIsDataGen.class.getResourceAsStream(
-                                        "/eu/dnetlib/dhp/doiboost/create_orcid_authors_dois_data.json")));
-        parser.parseArgument(args);
+  private void loadArgs(String[] args) throws IOException, Exception {
+    final ArgumentApplicationParser parser =
+        new ArgumentApplicationParser(
+            IOUtils.toString(
+                OrcidAuthorsDOIsDataGen.class.getResourceAsStream(
+                    "/eu/dnetlib/dhp/doiboost/create_orcid_authors_dois_data.json")));
+    parser.parseArgument(args);
 
-        hdfsServerUri = parser.get("hdfsServerUri");
-        Log.info("HDFS URI: " + hdfsServerUri);
-        hdfsOrcidDefaultPath = parser.get("hdfsOrcidDefaultPath");
-        Log.info("Default Path: " + hdfsOrcidDefaultPath);
-        activitiesFileNameTarGz = parser.get("activitiesFileNameTarGz");
-        Log.info("Activities File Name: " + activitiesFileNameTarGz);
-        outputAuthorsDOIsPath = parser.get("outputAuthorsDOIsPath");
-        Log.info("Output Authors DOIs Data: " + outputAuthorsDOIsPath);
-    }
+    hdfsServerUri = parser.get("hdfsServerUri");
+    Log.info("HDFS URI: " + hdfsServerUri);
+    hdfsOrcidDefaultPath = parser.get("hdfsOrcidDefaultPath");
+    Log.info("Default Path: " + hdfsOrcidDefaultPath);
+    activitiesFileNameTarGz = parser.get("activitiesFileNameTarGz");
+    Log.info("Activities File Name: " + activitiesFileNameTarGz);
+    outputAuthorsDOIsPath = parser.get("outputAuthorsDOIsPath");
+    Log.info("Output Authors DOIs Data: " + outputAuthorsDOIsPath);
+  }
 }
diff --git a/dhp-workflows/dhp-doiboost/src/main/java/eu/dnetlib/doiboost/orcid/OrcidDSManager.java b/dhp-workflows/dhp-doiboost/src/main/java/eu/dnetlib/doiboost/orcid/OrcidDSManager.java
index e89b9300d5..876356cc74 100644
--- a/dhp-workflows/dhp-doiboost/src/main/java/eu/dnetlib/doiboost/orcid/OrcidDSManager.java
+++ b/dhp-workflows/dhp-doiboost/src/main/java/eu/dnetlib/doiboost/orcid/OrcidDSManager.java
@@ -11,68 +11,68 @@ import org.mortbay.log.Log;
 
 public class OrcidDSManager {
 
-    protected String hdfsServerUri;
-    protected String hdfsOrcidDefaultPath;
-    private String summariesFileNameTarGz;
-    private String outputAuthorsPath;
+  protected String hdfsServerUri;
+  protected String hdfsOrcidDefaultPath;
+  private String summariesFileNameTarGz;
+  private String outputAuthorsPath;
 
-    public static void main(String[] args) throws IOException, Exception {
-        OrcidDSManager orcidDSManager = new OrcidDSManager();
-        orcidDSManager.loadArgs(args);
-        orcidDSManager.generateAuthors();
+  public static void main(String[] args) throws IOException, Exception {
+    OrcidDSManager orcidDSManager = new OrcidDSManager();
+    orcidDSManager.loadArgs(args);
+    orcidDSManager.generateAuthors();
+  }
+
+  public void generateAuthors() throws Exception {
+    Configuration conf = initConfigurationObject();
+    FileSystem fs = initFileSystemObject(conf);
+    String tarGzUri = hdfsServerUri.concat(hdfsOrcidDefaultPath).concat(summariesFileNameTarGz);
+    Path outputPath =
+        new Path(
+            hdfsServerUri
+                .concat(hdfsOrcidDefaultPath)
+                .concat(outputAuthorsPath)
+                .concat("authors.seq"));
+    SummariesDecompressor.parseGzSummaries(conf, tarGzUri, outputPath);
+  }
+
+  protected Configuration initConfigurationObject() {
+    // ====== Init HDFS File System Object
+    Configuration conf = new Configuration();
+    // Set FileSystem URI
+    conf.set("fs.defaultFS", hdfsServerUri.concat(hdfsOrcidDefaultPath));
+    // Because of Maven
+    conf.set("fs.hdfs.impl", org.apache.hadoop.hdfs.DistributedFileSystem.class.getName());
+    conf.set("fs.file.impl", org.apache.hadoop.fs.LocalFileSystem.class.getName());
+    return conf;
+  }
+
+  protected FileSystem initFileSystemObject(Configuration conf) {
+    // Get the filesystem - HDFS
+    FileSystem fs = null;
+    try {
+      fs = FileSystem.get(URI.create(hdfsServerUri.concat(hdfsOrcidDefaultPath)), conf);
+    } catch (IOException e) {
+      // TODO Auto-generated catch block
+      e.printStackTrace();
     }
+    return fs;
+  }
 
-    public void generateAuthors() throws Exception {
-        Configuration conf = initConfigurationObject();
-        FileSystem fs = initFileSystemObject(conf);
-        String tarGzUri = hdfsServerUri.concat(hdfsOrcidDefaultPath).concat(summariesFileNameTarGz);
-        Path outputPath =
-                new Path(
-                        hdfsServerUri
-                                .concat(hdfsOrcidDefaultPath)
-                                .concat(outputAuthorsPath)
-                                .concat("authors.seq"));
-        SummariesDecompressor.parseGzSummaries(conf, tarGzUri, outputPath);
-    }
+  private void loadArgs(String[] args) throws IOException, Exception {
+    final ArgumentApplicationParser parser =
+        new ArgumentApplicationParser(
+            IOUtils.toString(
+                OrcidDSManager.class.getResourceAsStream(
+                    "/eu/dnetlib/dhp/doiboost/create_orcid_authors_data.json")));
+    parser.parseArgument(args);
 
-    protected Configuration initConfigurationObject() {
-        // ====== Init HDFS File System Object
-        Configuration conf = new Configuration();
-        // Set FileSystem URI
-        conf.set("fs.defaultFS", hdfsServerUri.concat(hdfsOrcidDefaultPath));
-        // Because of Maven
-        conf.set("fs.hdfs.impl", org.apache.hadoop.hdfs.DistributedFileSystem.class.getName());
-        conf.set("fs.file.impl", org.apache.hadoop.fs.LocalFileSystem.class.getName());
-        return conf;
-    }
-
-    protected FileSystem initFileSystemObject(Configuration conf) {
-        // Get the filesystem - HDFS
-        FileSystem fs = null;
-        try {
-            fs = FileSystem.get(URI.create(hdfsServerUri.concat(hdfsOrcidDefaultPath)), conf);
-        } catch (IOException e) {
-            // TODO Auto-generated catch block
-            e.printStackTrace();
-        }
-        return fs;
-    }
-
-    private void loadArgs(String[] args) throws IOException, Exception {
-        final ArgumentApplicationParser parser =
-                new ArgumentApplicationParser(
-                        IOUtils.toString(
-                                OrcidDSManager.class.getResourceAsStream(
-                                        "/eu/dnetlib/dhp/doiboost/create_orcid_authors_data.json")));
-        parser.parseArgument(args);
-
-        hdfsServerUri = parser.get("hdfsServerUri");
-        Log.info("HDFS URI: " + hdfsServerUri);
-        hdfsOrcidDefaultPath = parser.get("hdfsOrcidDefaultPath");
-        Log.info("Default Path: " + hdfsOrcidDefaultPath);
-        summariesFileNameTarGz = parser.get("summariesFileNameTarGz");
-        Log.info("Summaries File Name: " + summariesFileNameTarGz);
-        outputAuthorsPath = parser.get("outputAuthorsPath");
-        Log.info("Output Authors Data: " + outputAuthorsPath);
-    }
+    hdfsServerUri = parser.get("hdfsServerUri");
+    Log.info("HDFS URI: " + hdfsServerUri);
+    hdfsOrcidDefaultPath = parser.get("hdfsOrcidDefaultPath");
+    Log.info("Default Path: " + hdfsOrcidDefaultPath);
+    summariesFileNameTarGz = parser.get("summariesFileNameTarGz");
+    Log.info("Summaries File Name: " + summariesFileNameTarGz);
+    outputAuthorsPath = parser.get("outputAuthorsPath");
+    Log.info("Output Authors Data: " + outputAuthorsPath);
+  }
 }
diff --git a/dhp-workflows/dhp-doiboost/src/main/java/eu/dnetlib/doiboost/orcid/SummariesDecompressor.java b/dhp-workflows/dhp-doiboost/src/main/java/eu/dnetlib/doiboost/orcid/SummariesDecompressor.java
index 286906f27d..d85aacd31c 100644
--- a/dhp-workflows/dhp-doiboost/src/main/java/eu/dnetlib/doiboost/orcid/SummariesDecompressor.java
+++ b/dhp-workflows/dhp-doiboost/src/main/java/eu/dnetlib/doiboost/orcid/SummariesDecompressor.java
@@ -22,140 +22,133 @@ import org.mortbay.log.Log;
 
 public class SummariesDecompressor {
 
-    private static final int MAX_XML_RECORDS_PARSED = -1;
+  private static final int MAX_XML_RECORDS_PARSED = -1;
 
-    public static void parseGzSummaries(Configuration conf, String inputUri, Path outputPath)
-            throws Exception {
-        String uri = inputUri;
-        FileSystem fs = FileSystem.get(URI.create(uri), conf);
-        Path inputPath = new Path(uri);
-        CompressionCodecFactory factory = new CompressionCodecFactory(conf);
-        CompressionCodec codec = factory.getCodec(inputPath);
-        if (codec == null) {
-            System.err.println("No codec found for " + uri);
-            System.exit(1);
-        }
-        CompressionCodecFactory.removeSuffix(uri, codec.getDefaultExtension());
-        InputStream gzipInputStream = null;
-        try {
-            gzipInputStream = codec.createInputStream(fs.open(inputPath));
-            parseTarSummaries(fs, conf, gzipInputStream, outputPath);
-
-        } finally {
-            Log.debug("Closing gzip stream");
-            IOUtils.closeStream(gzipInputStream);
-        }
+  public static void parseGzSummaries(Configuration conf, String inputUri, Path outputPath)
+      throws Exception {
+    String uri = inputUri;
+    FileSystem fs = FileSystem.get(URI.create(uri), conf);
+    Path inputPath = new Path(uri);
+    CompressionCodecFactory factory = new CompressionCodecFactory(conf);
+    CompressionCodec codec = factory.getCodec(inputPath);
+    if (codec == null) {
+      System.err.println("No codec found for " + uri);
+      System.exit(1);
     }
+    CompressionCodecFactory.removeSuffix(uri, codec.getDefaultExtension());
+    InputStream gzipInputStream = null;
+    try {
+      gzipInputStream = codec.createInputStream(fs.open(inputPath));
+      parseTarSummaries(fs, conf, gzipInputStream, outputPath);
 
-    private static void parseTarSummaries(
-            FileSystem fs, Configuration conf, InputStream gzipInputStream, Path outputPath) {
-        int counter = 0;
-        int nameFound = 0;
-        int surnameFound = 0;
-        int creditNameFound = 0;
-        int errorFromOrcidFound = 0;
-        int xmlParserErrorFound = 0;
-        try (TarArchiveInputStream tais = new TarArchiveInputStream(gzipInputStream)) {
-            TarArchiveEntry entry = null;
+    } finally {
+      Log.debug("Closing gzip stream");
+      IOUtils.closeStream(gzipInputStream);
+    }
+  }
 
-            try (SequenceFile.Writer writer =
-                    SequenceFile.createWriter(
-                            conf,
-                            SequenceFile.Writer.file(outputPath),
-                            SequenceFile.Writer.keyClass(Text.class),
-                            SequenceFile.Writer.valueClass(Text.class))) {
-                while ((entry = tais.getNextTarEntry()) != null) {
-                    String filename = entry.getName();
-                    try {
-                        if (entry.isDirectory()) {
-                            Log.debug("Directory entry name: " + entry.getName());
-                        } else {
-                            Log.debug("XML record entry name: " + entry.getName());
-                            counter++;
-                            BufferedReader br =
-                                    new BufferedReader(
-                                            new InputStreamReader(
-                                                    tais)); // Read directly from tarInput
-                            String line;
-                            StringBuffer buffer = new StringBuffer();
-                            while ((line = br.readLine()) != null) {
-                                buffer.append(line);
-                            }
-                            AuthorData authorData =
-                                    XMLRecordParser.VTDParseAuthorData(
-                                            buffer.toString().getBytes());
-                            if (authorData != null) {
-                                if (authorData.getErrorCode() != null) {
-                                    errorFromOrcidFound += 1;
-                                    Log.debug(
-                                            "error from Orcid with code "
-                                                    + authorData.getErrorCode()
-                                                    + " for oid "
-                                                    + entry.getName());
-                                    continue;
-                                }
-                                String jsonData = JsonWriter.create(authorData);
-                                Log.debug("oid: " + authorData.getOid() + " data: " + jsonData);
+  private static void parseTarSummaries(
+      FileSystem fs, Configuration conf, InputStream gzipInputStream, Path outputPath) {
+    int counter = 0;
+    int nameFound = 0;
+    int surnameFound = 0;
+    int creditNameFound = 0;
+    int errorFromOrcidFound = 0;
+    int xmlParserErrorFound = 0;
+    try (TarArchiveInputStream tais = new TarArchiveInputStream(gzipInputStream)) {
+      TarArchiveEntry entry = null;
 
-                                final Text key = new Text(authorData.getOid());
-                                final Text value = new Text(jsonData);
-
-                                try {
-                                    writer.append(key, value);
-                                } catch (IOException e) {
-                                    Log.debug("Writing to sequence file: " + e.getMessage());
-                                    Log.debug(e);
-                                    throw new RuntimeException(e);
-                                }
-
-                                if (authorData.getName() != null) {
-                                    nameFound += 1;
-                                }
-                                if (authorData.getSurname() != null) {
-                                    surnameFound += 1;
-                                }
-                                if (authorData.getCreditName() != null) {
-                                    creditNameFound += 1;
-                                }
-
-                            } else {
-                                Log.warn(
-                                        "Data not retrievable ["
-                                                + entry.getName()
-                                                + "] "
-                                                + buffer.toString());
-                                xmlParserErrorFound += 1;
-                            }
-                        }
-                    } catch (Exception e) {
-                        Log.warn(
-                                "Parsing record from tar archive and xml record: "
-                                        + filename
-                                        + "  "
-                                        + e.getMessage());
-                        Log.warn(e);
-                    }
-
-                    if ((counter % 100000) == 0) {
-                        Log.info("Current xml records parsed: " + counter);
-                    }
-
-                    if ((MAX_XML_RECORDS_PARSED > -1) && (counter > MAX_XML_RECORDS_PARSED)) {
-                        break;
-                    }
+      try (SequenceFile.Writer writer =
+          SequenceFile.createWriter(
+              conf,
+              SequenceFile.Writer.file(outputPath),
+              SequenceFile.Writer.keyClass(Text.class),
+              SequenceFile.Writer.valueClass(Text.class))) {
+        while ((entry = tais.getNextTarEntry()) != null) {
+          String filename = entry.getName();
+          try {
+            if (entry.isDirectory()) {
+              Log.debug("Directory entry name: " + entry.getName());
+            } else {
+              Log.debug("XML record entry name: " + entry.getName());
+              counter++;
+              BufferedReader br =
+                  new BufferedReader(new InputStreamReader(tais)); // Read directly from tarInput
+              String line;
+              StringBuffer buffer = new StringBuffer();
+              while ((line = br.readLine()) != null) {
+                buffer.append(line);
+              }
+              AuthorData authorData =
+                  XMLRecordParser.VTDParseAuthorData(buffer.toString().getBytes());
+              if (authorData != null) {
+                if (authorData.getErrorCode() != null) {
+                  errorFromOrcidFound += 1;
+                  Log.debug(
+                      "error from Orcid with code "
+                          + authorData.getErrorCode()
+                          + " for oid "
+                          + entry.getName());
+                  continue;
                 }
+                String jsonData = JsonWriter.create(authorData);
+                Log.debug("oid: " + authorData.getOid() + " data: " + jsonData);
+
+                final Text key = new Text(authorData.getOid());
+                final Text value = new Text(jsonData);
+
+                try {
+                  writer.append(key, value);
+                } catch (IOException e) {
+                  Log.debug("Writing to sequence file: " + e.getMessage());
+                  Log.debug(e);
+                  throw new RuntimeException(e);
+                }
+
+                if (authorData.getName() != null) {
+                  nameFound += 1;
+                }
+                if (authorData.getSurname() != null) {
+                  surnameFound += 1;
+                }
+                if (authorData.getCreditName() != null) {
+                  creditNameFound += 1;
+                }
+
+              } else {
+                Log.warn("Data not retrievable [" + entry.getName() + "] " + buffer.toString());
+                xmlParserErrorFound += 1;
+              }
             }
-        } catch (IOException e) {
-            Log.warn("Parsing record from gzip archive: " + e.getMessage());
+          } catch (Exception e) {
+            Log.warn(
+                "Parsing record from tar archive and xml record: "
+                    + filename
+                    + "  "
+                    + e.getMessage());
             Log.warn(e);
-            throw new RuntimeException(e);
+          }
+
+          if ((counter % 100000) == 0) {
+            Log.info("Current xml records parsed: " + counter);
+          }
+
+          if ((MAX_XML_RECORDS_PARSED > -1) && (counter > MAX_XML_RECORDS_PARSED)) {
+            break;
+          }
         }
-        Log.info("Summaries parse completed");
-        Log.info("Total XML records parsed: " + counter);
-        Log.info("Name found: " + nameFound);
-        Log.info("Surname found: " + surnameFound);
-        Log.info("Credit name found: " + creditNameFound);
-        Log.info("Error from Orcid found: " + errorFromOrcidFound);
-        Log.info("Error parsing xml record found: " + xmlParserErrorFound);
+      }
+    } catch (IOException e) {
+      Log.warn("Parsing record from gzip archive: " + e.getMessage());
+      Log.warn(e);
+      throw new RuntimeException(e);
     }
+    Log.info("Summaries parse completed");
+    Log.info("Total XML records parsed: " + counter);
+    Log.info("Name found: " + nameFound);
+    Log.info("Surname found: " + surnameFound);
+    Log.info("Credit name found: " + creditNameFound);
+    Log.info("Error from Orcid found: " + errorFromOrcidFound);
+    Log.info("Error parsing xml record found: " + xmlParserErrorFound);
+  }
 }
diff --git a/dhp-workflows/dhp-doiboost/src/main/java/eu/dnetlib/doiboost/orcid/json/JsonWriter.java b/dhp-workflows/dhp-doiboost/src/main/java/eu/dnetlib/doiboost/orcid/json/JsonWriter.java
index a6077139b6..e0ab16570a 100644
--- a/dhp-workflows/dhp-doiboost/src/main/java/eu/dnetlib/doiboost/orcid/json/JsonWriter.java
+++ b/dhp-workflows/dhp-doiboost/src/main/java/eu/dnetlib/doiboost/orcid/json/JsonWriter.java
@@ -6,21 +6,21 @@ import eu.dnetlib.doiboost.orcid.model.WorkData;
 
 public class JsonWriter {
 
-    public static String create(AuthorData authorData) {
-        JsonObject author = new JsonObject();
-        author.addProperty("oid", authorData.getOid());
-        author.addProperty("name", authorData.getName());
-        author.addProperty("surname", authorData.getSurname());
-        if (authorData.getCreditName() != null) {
-            author.addProperty("creditname", authorData.getCreditName());
-        }
-        return author.toString();
+  public static String create(AuthorData authorData) {
+    JsonObject author = new JsonObject();
+    author.addProperty("oid", authorData.getOid());
+    author.addProperty("name", authorData.getName());
+    author.addProperty("surname", authorData.getSurname());
+    if (authorData.getCreditName() != null) {
+      author.addProperty("creditname", authorData.getCreditName());
     }
+    return author.toString();
+  }
 
-    public static String create(WorkData workData) {
-        JsonObject work = new JsonObject();
-        work.addProperty("oid", workData.getOid());
-        work.addProperty("doi", workData.getDoi());
-        return work.toString();
-    }
+  public static String create(WorkData workData) {
+    JsonObject work = new JsonObject();
+    work.addProperty("oid", workData.getOid());
+    work.addProperty("doi", workData.getDoi());
+    return work.toString();
+  }
 }
diff --git a/dhp-workflows/dhp-doiboost/src/main/java/eu/dnetlib/doiboost/orcid/model/AuthorData.java b/dhp-workflows/dhp-doiboost/src/main/java/eu/dnetlib/doiboost/orcid/model/AuthorData.java
index 6f46b11614..d413043349 100644
--- a/dhp-workflows/dhp-doiboost/src/main/java/eu/dnetlib/doiboost/orcid/model/AuthorData.java
+++ b/dhp-workflows/dhp-doiboost/src/main/java/eu/dnetlib/doiboost/orcid/model/AuthorData.java
@@ -2,49 +2,49 @@ package eu.dnetlib.doiboost.orcid.model;
 
 public class AuthorData {
 
-    private String oid;
-    private String name;
-    private String surname;
-    private String creditName;
-    private String errorCode;
+  private String oid;
+  private String name;
+  private String surname;
+  private String creditName;
+  private String errorCode;
 
-    public String getErrorCode() {
-        return errorCode;
-    }
+  public String getErrorCode() {
+    return errorCode;
+  }
 
-    public void setErrorCode(String errorCode) {
-        this.errorCode = errorCode;
-    }
+  public void setErrorCode(String errorCode) {
+    this.errorCode = errorCode;
+  }
 
-    public String getName() {
-        return name;
-    }
+  public String getName() {
+    return name;
+  }
 
-    public void setName(String name) {
-        this.name = name;
-    }
+  public void setName(String name) {
+    this.name = name;
+  }
 
-    public String getSurname() {
-        return surname;
-    }
+  public String getSurname() {
+    return surname;
+  }
 
-    public void setSurname(String surname) {
-        this.surname = surname;
-    }
+  public void setSurname(String surname) {
+    this.surname = surname;
+  }
 
-    public String getCreditName() {
-        return creditName;
-    }
+  public String getCreditName() {
+    return creditName;
+  }
 
-    public void setCreditName(String creditName) {
-        this.creditName = creditName;
-    }
+  public void setCreditName(String creditName) {
+    this.creditName = creditName;
+  }
 
-    public String getOid() {
-        return oid;
-    }
+  public String getOid() {
+    return oid;
+  }
 
-    public void setOid(String oid) {
-        this.oid = oid;
-    }
+  public void setOid(String oid) {
+    this.oid = oid;
+  }
 }
diff --git a/dhp-workflows/dhp-doiboost/src/main/java/eu/dnetlib/doiboost/orcid/model/WorkData.java b/dhp-workflows/dhp-doiboost/src/main/java/eu/dnetlib/doiboost/orcid/model/WorkData.java
index 42f0c17630..9ce843e9f7 100644
--- a/dhp-workflows/dhp-doiboost/src/main/java/eu/dnetlib/doiboost/orcid/model/WorkData.java
+++ b/dhp-workflows/dhp-doiboost/src/main/java/eu/dnetlib/doiboost/orcid/model/WorkData.java
@@ -2,41 +2,41 @@ package eu.dnetlib.doiboost.orcid.model;
 
 public class WorkData {
 
-    private String oid;
-    private String doi;
-    private boolean doiFound = false;
+  private String oid;
+  private String doi;
+  private boolean doiFound = false;
 
-    public boolean isDoiFound() {
-        return doiFound;
-    }
+  public boolean isDoiFound() {
+    return doiFound;
+  }
 
-    public void setDoiFound(boolean doiFound) {
-        this.doiFound = doiFound;
-    }
+  public void setDoiFound(boolean doiFound) {
+    this.doiFound = doiFound;
+  }
 
-    public String getOid() {
-        return oid;
-    }
+  public String getOid() {
+    return oid;
+  }
 
-    public void setOid(String oid) {
-        this.oid = oid;
-    }
+  public void setOid(String oid) {
+    this.oid = oid;
+  }
 
-    public String getDoi() {
-        return doi;
-    }
+  public String getDoi() {
+    return doi;
+  }
 
-    public void setDoi(String doi) {
-        this.doi = doi;
-    }
+  public void setDoi(String doi) {
+    this.doi = doi;
+  }
 
-    public String getErrorCode() {
-        return errorCode;
-    }
+  public String getErrorCode() {
+    return errorCode;
+  }
 
-    public void setErrorCode(String errorCode) {
-        this.errorCode = errorCode;
-    }
+  public void setErrorCode(String errorCode) {
+    this.errorCode = errorCode;
+  }
 
-    private String errorCode;
+  private String errorCode;
 }
diff --git a/dhp-workflows/dhp-doiboost/src/main/java/eu/dnetlib/doiboost/orcid/xml/XMLRecordParser.java b/dhp-workflows/dhp-doiboost/src/main/java/eu/dnetlib/doiboost/orcid/xml/XMLRecordParser.java
index 48971892af..e5eecff9bb 100644
--- a/dhp-workflows/dhp-doiboost/src/main/java/eu/dnetlib/doiboost/orcid/xml/XMLRecordParser.java
+++ b/dhp-workflows/dhp-doiboost/src/main/java/eu/dnetlib/doiboost/orcid/xml/XMLRecordParser.java
@@ -16,111 +16,108 @@ import java.util.List;
 
 public class XMLRecordParser {
 
-    private static final String NS_COMMON_URL = "http://www.orcid.org/ns/common";
-    private static final String NS_COMMON = "common";
-    private static final String NS_PERSON_URL = "http://www.orcid.org/ns/person";
-    private static final String NS_PERSON = "person";
-    private static final String NS_DETAILS_URL = "http://www.orcid.org/ns/personal-details";
-    private static final String NS_DETAILS = "personal-details";
-    private static final String NS_OTHER_URL = "http://www.orcid.org/ns/other-name";
-    private static final String NS_OTHER = "other-name";
-    private static final String NS_RECORD_URL = "http://www.orcid.org/ns/record";
-    private static final String NS_RECORD = "record";
-    private static final String NS_ERROR_URL = "http://www.orcid.org/ns/error";
+  private static final String NS_COMMON_URL = "http://www.orcid.org/ns/common";
+  private static final String NS_COMMON = "common";
+  private static final String NS_PERSON_URL = "http://www.orcid.org/ns/person";
+  private static final String NS_PERSON = "person";
+  private static final String NS_DETAILS_URL = "http://www.orcid.org/ns/personal-details";
+  private static final String NS_DETAILS = "personal-details";
+  private static final String NS_OTHER_URL = "http://www.orcid.org/ns/other-name";
+  private static final String NS_OTHER = "other-name";
+  private static final String NS_RECORD_URL = "http://www.orcid.org/ns/record";
+  private static final String NS_RECORD = "record";
+  private static final String NS_ERROR_URL = "http://www.orcid.org/ns/error";
 
-    private static final String NS_WORK = "work";
-    private static final String NS_WORK_URL = "http://www.orcid.org/ns/work";
+  private static final String NS_WORK = "work";
+  private static final String NS_WORK_URL = "http://www.orcid.org/ns/work";
 
-    private static final String NS_ERROR = "error";
+  private static final String NS_ERROR = "error";
 
-    public static AuthorData VTDParseAuthorData(byte[] bytes)
-            throws VtdException, EncodingException, EOFException, EntityException, ParseException {
-        final VTDGen vg = new VTDGen();
-        vg.setDoc(bytes);
-        vg.parse(true);
-        final VTDNav vn = vg.getNav();
-        final AutoPilot ap = new AutoPilot(vn);
-        ap.declareXPathNameSpace(NS_COMMON, NS_COMMON_URL);
-        ap.declareXPathNameSpace(NS_PERSON, NS_PERSON_URL);
-        ap.declareXPathNameSpace(NS_DETAILS, NS_DETAILS_URL);
-        ap.declareXPathNameSpace(NS_OTHER, NS_OTHER_URL);
-        ap.declareXPathNameSpace(NS_RECORD, NS_RECORD_URL);
-        ap.declareXPathNameSpace(NS_ERROR, NS_ERROR_URL);
+  public static AuthorData VTDParseAuthorData(byte[] bytes)
+      throws VtdException, EncodingException, EOFException, EntityException, ParseException {
+    final VTDGen vg = new VTDGen();
+    vg.setDoc(bytes);
+    vg.parse(true);
+    final VTDNav vn = vg.getNav();
+    final AutoPilot ap = new AutoPilot(vn);
+    ap.declareXPathNameSpace(NS_COMMON, NS_COMMON_URL);
+    ap.declareXPathNameSpace(NS_PERSON, NS_PERSON_URL);
+    ap.declareXPathNameSpace(NS_DETAILS, NS_DETAILS_URL);
+    ap.declareXPathNameSpace(NS_OTHER, NS_OTHER_URL);
+    ap.declareXPathNameSpace(NS_RECORD, NS_RECORD_URL);
+    ap.declareXPathNameSpace(NS_ERROR, NS_ERROR_URL);
 
-        AuthorData authorData = new AuthorData();
-        final List<String> errors = VtdUtilityParser.getTextValue(ap, vn, "//error:response-code");
-        if (!errors.isEmpty()) {
-            authorData.setErrorCode(errors.get(0));
-            return authorData;
-        }
-
-        List<VtdUtilityParser.Node> recordNodes =
-                VtdUtilityParser.getTextValuesWithAttributes(
-                        ap, vn, "//record:record", Arrays.asList("path"));
-        if (!recordNodes.isEmpty()) {
-            final String oid = (recordNodes.get(0).getAttributes().get("path")).substring(1);
-            authorData.setOid(oid);
-        } else {
-            return null;
-        }
-
-        final List<String> names =
-                VtdUtilityParser.getTextValue(ap, vn, "//personal-details:given-names");
-        if (!names.isEmpty()) {
-            authorData.setName(names.get(0));
-        }
-
-        final List<String> surnames =
-                VtdUtilityParser.getTextValue(ap, vn, "//personal-details:family-name");
-        if (!surnames.isEmpty()) {
-            authorData.setSurname(surnames.get(0));
-        }
-
-        final List<String> creditNames =
-                VtdUtilityParser.getTextValue(ap, vn, "//personal-details:credit-name");
-        if (!creditNames.isEmpty()) {
-            authorData.setCreditName(creditNames.get(0));
-        }
-        return authorData;
+    AuthorData authorData = new AuthorData();
+    final List<String> errors = VtdUtilityParser.getTextValue(ap, vn, "//error:response-code");
+    if (!errors.isEmpty()) {
+      authorData.setErrorCode(errors.get(0));
+      return authorData;
     }
 
-    public static WorkData VTDParseWorkData(byte[] bytes)
-            throws VtdException, EncodingException, EOFException, EntityException, ParseException {
-        final VTDGen vg = new VTDGen();
-        vg.setDoc(bytes);
-        vg.parse(true);
-        final VTDNav vn = vg.getNav();
-        final AutoPilot ap = new AutoPilot(vn);
-        ap.declareXPathNameSpace(NS_COMMON, NS_COMMON_URL);
-        ap.declareXPathNameSpace(NS_WORK, NS_WORK_URL);
-        ap.declareXPathNameSpace(NS_ERROR, NS_ERROR_URL);
-
-        WorkData workData = new WorkData();
-        final List<String> errors = VtdUtilityParser.getTextValue(ap, vn, "//error:response-code");
-        if (!errors.isEmpty()) {
-            workData.setErrorCode(errors.get(0));
-            return workData;
-        }
-
-        List<VtdUtilityParser.Node> workNodes =
-                VtdUtilityParser.getTextValuesWithAttributes(
-                        ap, vn, "//work:work", Arrays.asList("path"));
-        if (!workNodes.isEmpty()) {
-            final String oid = (workNodes.get(0).getAttributes().get("path")).split("/")[1];
-            workData.setOid(oid);
-        } else {
-            return null;
-        }
-
-        final List<String> dois =
-                VtdUtilityParser.getTextValue(
-                        ap,
-                        vn,
-                        "//common:external-id-type[text()=\"doi\"]/../common:external-id-value");
-        if (!dois.isEmpty()) {
-            workData.setDoi(dois.get(0));
-            workData.setDoiFound(true);
-        }
-        return workData;
+    List<VtdUtilityParser.Node> recordNodes =
+        VtdUtilityParser.getTextValuesWithAttributes(
+            ap, vn, "//record:record", Arrays.asList("path"));
+    if (!recordNodes.isEmpty()) {
+      final String oid = (recordNodes.get(0).getAttributes().get("path")).substring(1);
+      authorData.setOid(oid);
+    } else {
+      return null;
     }
+
+    final List<String> names =
+        VtdUtilityParser.getTextValue(ap, vn, "//personal-details:given-names");
+    if (!names.isEmpty()) {
+      authorData.setName(names.get(0));
+    }
+
+    final List<String> surnames =
+        VtdUtilityParser.getTextValue(ap, vn, "//personal-details:family-name");
+    if (!surnames.isEmpty()) {
+      authorData.setSurname(surnames.get(0));
+    }
+
+    final List<String> creditNames =
+        VtdUtilityParser.getTextValue(ap, vn, "//personal-details:credit-name");
+    if (!creditNames.isEmpty()) {
+      authorData.setCreditName(creditNames.get(0));
+    }
+    return authorData;
+  }
+
+  public static WorkData VTDParseWorkData(byte[] bytes)
+      throws VtdException, EncodingException, EOFException, EntityException, ParseException {
+    final VTDGen vg = new VTDGen();
+    vg.setDoc(bytes);
+    vg.parse(true);
+    final VTDNav vn = vg.getNav();
+    final AutoPilot ap = new AutoPilot(vn);
+    ap.declareXPathNameSpace(NS_COMMON, NS_COMMON_URL);
+    ap.declareXPathNameSpace(NS_WORK, NS_WORK_URL);
+    ap.declareXPathNameSpace(NS_ERROR, NS_ERROR_URL);
+
+    WorkData workData = new WorkData();
+    final List<String> errors = VtdUtilityParser.getTextValue(ap, vn, "//error:response-code");
+    if (!errors.isEmpty()) {
+      workData.setErrorCode(errors.get(0));
+      return workData;
+    }
+
+    List<VtdUtilityParser.Node> workNodes =
+        VtdUtilityParser.getTextValuesWithAttributes(ap, vn, "//work:work", Arrays.asList("path"));
+    if (!workNodes.isEmpty()) {
+      final String oid = (workNodes.get(0).getAttributes().get("path")).split("/")[1];
+      workData.setOid(oid);
+    } else {
+      return null;
+    }
+
+    final List<String> dois =
+        VtdUtilityParser.getTextValue(
+            ap, vn, "//common:external-id-type[text()=\"doi\"]/../common:external-id-value");
+    if (!dois.isEmpty()) {
+      workData.setDoi(dois.get(0));
+      workData.setDoiFound(true);
+    }
+    return workData;
+  }
 }
diff --git a/dhp-workflows/dhp-doiboost/src/test/java/eu/dnetlib/doiboost/DoiBoostTest.java b/dhp-workflows/dhp-doiboost/src/test/java/eu/dnetlib/doiboost/DoiBoostTest.java
index 12228599c6..a30c636646 100644
--- a/dhp-workflows/dhp-doiboost/src/test/java/eu/dnetlib/doiboost/DoiBoostTest.java
+++ b/dhp-workflows/dhp-doiboost/src/test/java/eu/dnetlib/doiboost/DoiBoostTest.java
@@ -9,17 +9,16 @@ import org.slf4j.LoggerFactory;
 
 public class DoiBoostTest {
 
-    final ObjectMapper mapper = new ObjectMapper().enable(SerializationFeature.INDENT_OUTPUT);
-    Logger logger = LoggerFactory.getLogger(DoiBoostTest.class);
+  final ObjectMapper mapper = new ObjectMapper().enable(SerializationFeature.INDENT_OUTPUT);
+  Logger logger = LoggerFactory.getLogger(DoiBoostTest.class);
 
-    @Test
-    public void test() throws Exception {
+  @Test
+  public void test() throws Exception {
 
-        // SparkDownloadContentFromCrossref.main(null);
-        // CrossrefImporter.main("-n file:///tmp -t file:///tmp/p.seq -ts 1586110000749".split("
-        // "));
-        SparkMapDumpIntoOAF.main(
-                "-m local[*] -s file:///data/doiboost/crossref_dump.seq -t /data/doiboost"
-                        .split(" "));
-    }
+    // SparkDownloadContentFromCrossref.main(null);
+    // CrossrefImporter.main("-n file:///tmp -t file:///tmp/p.seq -ts 1586110000749".split("
+    // "));
+    SparkMapDumpIntoOAF.main(
+        "-m local[*] -s file:///data/doiboost/crossref_dump.seq -t /data/doiboost".split(" "));
+  }
 }
diff --git a/dhp-workflows/dhp-doiboost/src/test/java/eu/dnetlib/doiboost/orcid/xml/XMLRecordParserTest.java b/dhp-workflows/dhp-doiboost/src/test/java/eu/dnetlib/doiboost/orcid/xml/XMLRecordParserTest.java
index 15ab461a21..de41eacfa0 100644
--- a/dhp-workflows/dhp-doiboost/src/test/java/eu/dnetlib/doiboost/orcid/xml/XMLRecordParserTest.java
+++ b/dhp-workflows/dhp-doiboost/src/test/java/eu/dnetlib/doiboost/orcid/xml/XMLRecordParserTest.java
@@ -9,51 +9,49 @@ import org.junit.jupiter.api.Test;
 
 public class XMLRecordParserTest {
 
-    @Test
-    public void testOrcidAuthorDataXMLParser() throws Exception {
+  @Test
+  public void testOrcidAuthorDataXMLParser() throws Exception {
 
-        String xml =
-                IOUtils.toString(
-                        this.getClass().getResourceAsStream("summary_0000-0001-6828-479X.xml"));
+    String xml =
+        IOUtils.toString(this.getClass().getResourceAsStream("summary_0000-0001-6828-479X.xml"));
 
-        XMLRecordParser p = new XMLRecordParser();
+    XMLRecordParser p = new XMLRecordParser();
 
-        AuthorData authorData = p.VTDParseAuthorData(xml.getBytes());
-        assertNotNull(authorData);
-        assertNotNull(authorData.getName());
-        System.out.println("name: " + authorData.getName());
-        assertNotNull(authorData.getSurname());
-        System.out.println("surname: " + authorData.getSurname());
-    }
+    AuthorData authorData = p.VTDParseAuthorData(xml.getBytes());
+    assertNotNull(authorData);
+    assertNotNull(authorData.getName());
+    System.out.println("name: " + authorData.getName());
+    assertNotNull(authorData.getSurname());
+    System.out.println("surname: " + authorData.getSurname());
+  }
 
-    @Test
-    public void testOrcidXMLErrorRecordParser() throws Exception {
+  @Test
+  public void testOrcidXMLErrorRecordParser() throws Exception {
 
-        String xml = IOUtils.toString(this.getClass().getResourceAsStream("summary_error.xml"));
+    String xml = IOUtils.toString(this.getClass().getResourceAsStream("summary_error.xml"));
 
-        XMLRecordParser p = new XMLRecordParser();
+    XMLRecordParser p = new XMLRecordParser();
 
-        AuthorData authorData = p.VTDParseAuthorData(xml.getBytes());
-        assertNotNull(authorData);
-        assertNotNull(authorData.getErrorCode());
-        System.out.println("error: " + authorData.getErrorCode());
-    }
+    AuthorData authorData = p.VTDParseAuthorData(xml.getBytes());
+    assertNotNull(authorData);
+    assertNotNull(authorData.getErrorCode());
+    System.out.println("error: " + authorData.getErrorCode());
+  }
 
-    @Test
-    public void testOrcidWorkDataXMLParser() throws Exception {
+  @Test
+  public void testOrcidWorkDataXMLParser() throws Exception {
 
-        String xml =
-                IOUtils.toString(
-                        this.getClass()
-                                .getResourceAsStream("activity_work_0000-0002-5982-8983.xml"));
+    String xml =
+        IOUtils.toString(
+            this.getClass().getResourceAsStream("activity_work_0000-0002-5982-8983.xml"));
 
-        XMLRecordParser p = new XMLRecordParser();
+    XMLRecordParser p = new XMLRecordParser();
 
-        WorkData workData = p.VTDParseWorkData(xml.getBytes());
-        assertNotNull(workData);
-        assertNotNull(workData.getOid());
-        System.out.println("oid: " + workData.getOid());
-        assertNotNull(workData.getDoi());
-        System.out.println("doi: " + workData.getDoi());
-    }
+    WorkData workData = p.VTDParseWorkData(xml.getBytes());
+    assertNotNull(workData);
+    assertNotNull(workData.getOid());
+    System.out.println("oid: " + workData.getOid());
+    assertNotNull(workData.getDoi());
+    System.out.println("doi: " + workData.getDoi());
+  }
 }
diff --git a/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/GraphHiveImporterJob.java b/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/GraphHiveImporterJob.java
deleted file mode 100644
index bec3810f9b..0000000000
--- a/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/GraphHiveImporterJob.java
+++ /dev/null
@@ -1,76 +0,0 @@
-package eu.dnetlib.dhp.oa.graph;
-
-import static eu.dnetlib.dhp.common.SparkSessionSupport.runWithSparkHiveSession;
-
-import com.fasterxml.jackson.databind.ObjectMapper;
-import eu.dnetlib.dhp.application.ArgumentApplicationParser;
-import eu.dnetlib.dhp.schema.common.ModelSupport;
-import java.util.Optional;
-import org.apache.commons.io.IOUtils;
-import org.apache.spark.SparkConf;
-import org.apache.spark.api.java.JavaSparkContext;
-import org.apache.spark.sql.Encoders;
-import org.apache.spark.sql.SaveMode;
-import org.apache.spark.sql.SparkSession;
-import org.slf4j.Logger;
-import org.slf4j.LoggerFactory;
-
-public class GraphHiveImporterJob {
-
-    private static final Logger log = LoggerFactory.getLogger(GraphHiveImporterJob.class);
-
-    private static final ObjectMapper OBJECT_MAPPER = new ObjectMapper();
-
-    public static void main(String[] args) throws Exception {
-
-        final ArgumentApplicationParser parser =
-                new ArgumentApplicationParser(
-                        IOUtils.toString(
-                                GraphHiveImporterJob.class.getResourceAsStream(
-                                        "/eu/dnetlib/dhp/oa/graph/input_graph_hive_parameters.json")));
-        parser.parseArgument(args);
-
-        Boolean isSparkSessionManaged =
-                Optional.ofNullable(parser.get("isSparkSessionManaged"))
-                        .map(Boolean::valueOf)
-                        .orElse(Boolean.TRUE);
-        log.info("isSparkSessionManaged: {}", isSparkSessionManaged);
-
-        String inputPath = parser.get("inputPath");
-        log.info("inputPath: {}", inputPath);
-
-        String hiveDbName = parser.get("hiveDbName");
-        log.info("hiveDbName: {}", hiveDbName);
-
-        String hiveMetastoreUris = parser.get("hiveMetastoreUris");
-        log.info("hiveMetastoreUris: {}", hiveMetastoreUris);
-
-        SparkConf conf = new SparkConf();
-        conf.set("hive.metastore.uris", hiveMetastoreUris);
-
-        runWithSparkHiveSession(
-                conf,
-                isSparkSessionManaged,
-                spark -> loadGraphAsHiveDB(spark, inputPath, hiveDbName));
-    }
-
-    // protected for testing
-    private static void loadGraphAsHiveDB(SparkSession spark, String inputPath, String hiveDbName) {
-
-        spark.sql(String.format("DROP DATABASE IF EXISTS %s CASCADE", hiveDbName));
-        spark.sql(String.format("CREATE DATABASE IF NOT EXISTS %s", hiveDbName));
-
-        final JavaSparkContext sc = JavaSparkContext.fromSparkContext(spark.sparkContext());
-        // Read the input file and convert it into RDD of serializable object
-        ModelSupport.oafTypes.forEach(
-                (name, clazz) ->
-                        spark.createDataset(
-                                        sc.textFile(inputPath + "/" + name)
-                                                .map(s -> OBJECT_MAPPER.readValue(s, clazz))
-                                                .rdd(),
-                                        Encoders.bean(clazz))
-                                .write()
-                                .mode(SaveMode.Overwrite)
-                                .saveAsTable(hiveDbName + "." + name));
-    }
-}
diff --git a/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/hive/GraphHiveImporterJob.java b/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/hive/GraphHiveImporterJob.java
new file mode 100644
index 0000000000..1046df6092
--- /dev/null
+++ b/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/hive/GraphHiveImporterJob.java
@@ -0,0 +1,75 @@
+package eu.dnetlib.dhp.oa.graph.hive;
+
+import static eu.dnetlib.dhp.common.SparkSessionSupport.runWithSparkHiveSession;
+
+import com.fasterxml.jackson.databind.ObjectMapper;
+import eu.dnetlib.dhp.application.ArgumentApplicationParser;
+import eu.dnetlib.dhp.schema.common.ModelSupport;
+import java.util.Optional;
+import org.apache.commons.io.IOUtils;
+import org.apache.spark.SparkConf;
+import org.apache.spark.api.java.JavaSparkContext;
+import org.apache.spark.sql.Encoders;
+import org.apache.spark.sql.SaveMode;
+import org.apache.spark.sql.SparkSession;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+public class GraphHiveImporterJob {
+
+  private static final Logger log = LoggerFactory.getLogger(GraphHiveImporterJob.class);
+
+  private static final ObjectMapper OBJECT_MAPPER = new ObjectMapper();
+
+  public static void main(String[] args) throws Exception {
+
+    final ArgumentApplicationParser parser =
+        new ArgumentApplicationParser(
+            IOUtils.toString(
+                GraphHiveImporterJob.class.getResourceAsStream(
+                    "/eu/dnetlib/dhp/oa/graph/input_graph_hive_parameters.json")));
+    parser.parseArgument(args);
+
+    Boolean isSparkSessionManaged =
+        Optional.ofNullable(parser.get("isSparkSessionManaged"))
+            .map(Boolean::valueOf)
+            .orElse(Boolean.TRUE);
+    log.info("isSparkSessionManaged: {}", isSparkSessionManaged);
+
+    String inputPath = parser.get("inputPath");
+    log.info("inputPath: {}", inputPath);
+
+    String hiveDbName = parser.get("hiveDbName");
+    log.info("hiveDbName: {}", hiveDbName);
+
+    String hiveMetastoreUris = parser.get("hiveMetastoreUris");
+    log.info("hiveMetastoreUris: {}", hiveMetastoreUris);
+
+    SparkConf conf = new SparkConf();
+    conf.set("hive.metastore.uris", hiveMetastoreUris);
+
+    runWithSparkHiveSession(
+        conf, isSparkSessionManaged, spark -> loadGraphAsHiveDB(spark, inputPath, hiveDbName));
+  }
+
+  // protected for testing
+  private static void loadGraphAsHiveDB(SparkSession spark, String inputPath, String hiveDbName) {
+
+    spark.sql(String.format("DROP DATABASE IF EXISTS %s CASCADE", hiveDbName));
+    spark.sql(String.format("CREATE DATABASE IF NOT EXISTS %s", hiveDbName));
+
+    final JavaSparkContext sc = JavaSparkContext.fromSparkContext(spark.sparkContext());
+    // Read the input file and convert it into RDD of serializable object
+    ModelSupport.oafTypes.forEach(
+        (name, clazz) ->
+            spark
+                .createDataset(
+                    sc.textFile(inputPath + "/" + name)
+                        .map(s -> OBJECT_MAPPER.readValue(s, clazz))
+                        .rdd(),
+                    Encoders.bean(clazz))
+                .write()
+                .mode(SaveMode.Overwrite)
+                .saveAsTable(hiveDbName + "." + name));
+  }
+}
diff --git a/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/raw/AbstractMdRecordToOafMapper.java b/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/raw/AbstractMdRecordToOafMapper.java
index 3519cd88db..69cd0001ff 100644
--- a/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/raw/AbstractMdRecordToOafMapper.java
+++ b/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/raw/AbstractMdRecordToOafMapper.java
@@ -12,6 +12,7 @@ import static eu.dnetlib.dhp.oa.graph.raw.common.OafMapperUtils.structuredProper
 
 import eu.dnetlib.dhp.oa.graph.raw.common.MigrationConstants;
 import eu.dnetlib.dhp.schema.oaf.Author;
+import eu.dnetlib.dhp.schema.oaf.Context;
 import eu.dnetlib.dhp.schema.oaf.DataInfo;
 import eu.dnetlib.dhp.schema.oaf.Dataset;
 import eu.dnetlib.dhp.schema.oaf.Field;
@@ -42,425 +43,426 @@ import org.dom4j.Node;
 
 public abstract class AbstractMdRecordToOafMapper {
 
-    protected final Map<String, String> code2name;
+  protected final Map<String, String> code2name;
 
-    protected static final Qualifier MAIN_TITLE_QUALIFIER =
-            qualifier("main title", "main title", "dnet:dataCite_title", "dnet:dataCite_title");
+  protected static final Qualifier MAIN_TITLE_QUALIFIER =
+      qualifier("main title", "main title", "dnet:dataCite_title", "dnet:dataCite_title");
 
-    protected AbstractMdRecordToOafMapper(final Map<String, String> code2name) {
-        this.code2name = code2name;
+  protected AbstractMdRecordToOafMapper(final Map<String, String> code2name) {
+    this.code2name = code2name;
+  }
+
+  public List<Oaf> processMdRecord(final String xml) {
+    try {
+      final Map<String, String> nsContext = new HashMap<>();
+      nsContext.put("dr", "http://www.driver-repository.eu/namespace/dr");
+      nsContext.put("dri", "http://www.driver-repository.eu/namespace/dri");
+      nsContext.put("oaf", "http://namespace.openaire.eu/oaf");
+      nsContext.put("oai", "http://www.openarchives.org/OAI/2.0/");
+      nsContext.put("prov", "http://www.openarchives.org/OAI/2.0/provenance");
+      nsContext.put("dc", "http://purl.org/dc/elements/1.1/");
+      nsContext.put("datacite", "http://datacite.org/schema/kernel-3");
+      DocumentFactory.getInstance().setXPathNamespaceURIs(nsContext);
+
+      final Document doc =
+          DocumentHelper.parseText(
+              xml.replaceAll(
+                  "http://datacite.org/schema/kernel-4", "http://datacite.org/schema/kernel-3"));
+
+      final String type = doc.valueOf("//dr:CobjCategory/@type");
+      final KeyValue collectedFrom =
+          keyValue(
+              createOpenaireId(10, doc.valueOf("//oaf:collectedFrom/@id"), true),
+              doc.valueOf("//oaf:collectedFrom/@name"));
+      final KeyValue hostedBy =
+          StringUtils.isBlank(doc.valueOf("//oaf:hostedBy/@id"))
+              ? collectedFrom
+              : keyValue(
+                  createOpenaireId(10, doc.valueOf("//oaf:hostedBy/@id"), true),
+                  doc.valueOf("//oaf:hostedBy/@name"));
+
+      final DataInfo info = prepareDataInfo(doc);
+      final long lastUpdateTimestamp = new Date().getTime();
+
+      return createOafs(doc, type, collectedFrom, hostedBy, info, lastUpdateTimestamp);
+    } catch (final Exception e) {
+      throw new RuntimeException(e);
+    }
+  }
+
+  protected List<Oaf> createOafs(
+      final Document doc,
+      final String type,
+      final KeyValue collectedFrom,
+      final KeyValue hostedBy,
+      final DataInfo info,
+      final long lastUpdateTimestamp) {
+
+    final List<Oaf> oafs = new ArrayList<>();
+
+    switch (type.toLowerCase()) {
+      case "":
+      case "publication":
+        final Publication p = new Publication();
+        populateResultFields(p, doc, collectedFrom, hostedBy, info, lastUpdateTimestamp);
+        p.setResulttype(MigrationConstants.PUBLICATION_RESULTTYPE_QUALIFIER);
+        p.setJournal(prepareJournal(doc, info));
+        oafs.add(p);
+        break;
+      case "dataset":
+        final Dataset d = new Dataset();
+        populateResultFields(d, doc, collectedFrom, hostedBy, info, lastUpdateTimestamp);
+        d.setResulttype(MigrationConstants.DATASET_RESULTTYPE_QUALIFIER);
+        d.setStoragedate(prepareDatasetStorageDate(doc, info));
+        d.setDevice(prepareDatasetDevice(doc, info));
+        d.setSize(prepareDatasetSize(doc, info));
+        d.setVersion(prepareDatasetVersion(doc, info));
+        d.setLastmetadataupdate(prepareDatasetLastMetadataUpdate(doc, info));
+        d.setMetadataversionnumber(prepareDatasetMetadataVersionNumber(doc, info));
+        d.setGeolocation(prepareDatasetGeoLocations(doc, info));
+        oafs.add(d);
+        break;
+      case "software":
+        final Software s = new Software();
+        populateResultFields(s, doc, collectedFrom, hostedBy, info, lastUpdateTimestamp);
+        s.setResulttype(MigrationConstants.SOFTWARE_RESULTTYPE_QUALIFIER);
+        s.setDocumentationUrl(prepareSoftwareDocumentationUrls(doc, info));
+        s.setLicense(prepareSoftwareLicenses(doc, info));
+        s.setCodeRepositoryUrl(prepareSoftwareCodeRepositoryUrl(doc, info));
+        s.setProgrammingLanguage(prepareSoftwareProgrammingLanguage(doc, info));
+        oafs.add(s);
+        break;
+      case "otherresearchproducts":
+      default:
+        final OtherResearchProduct o = new OtherResearchProduct();
+        populateResultFields(o, doc, collectedFrom, hostedBy, info, lastUpdateTimestamp);
+        o.setResulttype(MigrationConstants.OTHER_RESULTTYPE_QUALIFIER);
+        o.setContactperson(prepareOtherResearchProductContactPersons(doc, info));
+        o.setContactgroup(prepareOtherResearchProductContactGroups(doc, info));
+        o.setTool(prepareOtherResearchProductTools(doc, info));
+        oafs.add(o);
+        break;
     }
 
-    public List<Oaf> processMdRecord(final String xml) {
-        try {
-            final Map<String, String> nsContext = new HashMap<>();
-            nsContext.put("dr", "http://www.driver-repository.eu/namespace/dr");
-            nsContext.put("dri", "http://www.driver-repository.eu/namespace/dri");
-            nsContext.put("oaf", "http://namespace.openaire.eu/oaf");
-            nsContext.put("oai", "http://www.openarchives.org/OAI/2.0/");
-            nsContext.put("prov", "http://www.openarchives.org/OAI/2.0/provenance");
-            nsContext.put("dc", "http://purl.org/dc/elements/1.1/");
-            nsContext.put("datacite", "http://datacite.org/schema/kernel-3");
-            DocumentFactory.getInstance().setXPathNamespaceURIs(nsContext);
-
-            final Document doc =
-                    DocumentHelper.parseText(
-                            xml.replaceAll(
-                                    "http://datacite.org/schema/kernel-4",
-                                    "http://datacite.org/schema/kernel-3"));
-
-            final String type = doc.valueOf("//dr:CobjCategory/@type");
-            final KeyValue collectedFrom =
-                    keyValue(
-                            createOpenaireId(10, doc.valueOf("//oaf:collectedFrom/@id"), true),
-                            doc.valueOf("//oaf:collectedFrom/@name"));
-            final KeyValue hostedBy =
-                    StringUtils.isBlank(doc.valueOf("//oaf:hostedBy/@id"))
-                            ? collectedFrom
-                            : keyValue(
-                                    createOpenaireId(10, doc.valueOf("//oaf:hostedBy/@id"), true),
-                                    doc.valueOf("//oaf:hostedBy/@name"));
-
-            final DataInfo info = prepareDataInfo(doc);
-            final long lastUpdateTimestamp = new Date().getTime();
-
-            return createOafs(doc, type, collectedFrom, hostedBy, info, lastUpdateTimestamp);
-        } catch (final Exception e) {
-            throw new RuntimeException(e);
-        }
+    if (!oafs.isEmpty()) {
+      oafs.addAll(addProjectRels(doc, collectedFrom, info, lastUpdateTimestamp));
+      oafs.addAll(addOtherResultRels(doc, collectedFrom, info, lastUpdateTimestamp));
     }
 
-    protected List<Oaf> createOafs(
-            final Document doc,
-            final String type,
-            final KeyValue collectedFrom,
-            final KeyValue hostedBy,
-            final DataInfo info,
-            final long lastUpdateTimestamp) {
+    return oafs;
+  }
 
-        final List<Oaf> oafs = new ArrayList<>();
+  private List<Oaf> addProjectRels(
+      final Document doc,
+      final KeyValue collectedFrom,
+      final DataInfo info,
+      final long lastUpdateTimestamp) {
 
-        switch (type.toLowerCase()) {
-            case "":
-            case "publication":
-                final Publication p = new Publication();
-                populateResultFields(p, doc, collectedFrom, hostedBy, info, lastUpdateTimestamp);
-                p.setResulttype(MigrationConstants.PUBLICATION_RESULTTYPE_QUALIFIER);
-                p.setJournal(prepareJournal(doc, info));
-                oafs.add(p);
-                break;
-            case "dataset":
-                final Dataset d = new Dataset();
-                populateResultFields(d, doc, collectedFrom, hostedBy, info, lastUpdateTimestamp);
-                d.setResulttype(MigrationConstants.DATASET_RESULTTYPE_QUALIFIER);
-                d.setStoragedate(prepareDatasetStorageDate(doc, info));
-                d.setDevice(prepareDatasetDevice(doc, info));
-                d.setSize(prepareDatasetSize(doc, info));
-                d.setVersion(prepareDatasetVersion(doc, info));
-                d.setLastmetadataupdate(prepareDatasetLastMetadataUpdate(doc, info));
-                d.setMetadataversionnumber(prepareDatasetMetadataVersionNumber(doc, info));
-                d.setGeolocation(prepareDatasetGeoLocations(doc, info));
-                oafs.add(d);
-                break;
-            case "software":
-                final Software s = new Software();
-                populateResultFields(s, doc, collectedFrom, hostedBy, info, lastUpdateTimestamp);
-                s.setResulttype(MigrationConstants.SOFTWARE_RESULTTYPE_QUALIFIER);
-                s.setDocumentationUrl(prepareSoftwareDocumentationUrls(doc, info));
-                s.setLicense(prepareSoftwareLicenses(doc, info));
-                s.setCodeRepositoryUrl(prepareSoftwareCodeRepositoryUrl(doc, info));
-                s.setProgrammingLanguage(prepareSoftwareProgrammingLanguage(doc, info));
-                oafs.add(s);
-                break;
-            case "otherresearchproducts":
-            default:
-                final OtherResearchProduct o = new OtherResearchProduct();
-                populateResultFields(o, doc, collectedFrom, hostedBy, info, lastUpdateTimestamp);
-                o.setResulttype(MigrationConstants.OTHER_RESULTTYPE_QUALIFIER);
-                o.setContactperson(prepareOtherResearchProductContactPersons(doc, info));
-                o.setContactgroup(prepareOtherResearchProductContactGroups(doc, info));
-                o.setTool(prepareOtherResearchProductTools(doc, info));
-                oafs.add(o);
-                break;
-        }
+    final List<Oaf> res = new ArrayList<>();
 
-        if (!oafs.isEmpty()) {
-            oafs.addAll(addProjectRels(doc, collectedFrom, info, lastUpdateTimestamp));
-            oafs.addAll(addOtherResultRels(doc, collectedFrom, info, lastUpdateTimestamp));
-        }
+    final String docId = createOpenaireId(50, doc.valueOf("//dri:objIdentifier"), false);
 
-        return oafs;
+    for (final Object o : doc.selectNodes("//oaf:projectid")) {
+
+      final String originalId = ((Node) o).getText();
+
+      if (StringUtils.isNotBlank(originalId)) {
+        final String projectId = createOpenaireId(40, originalId, true);
+
+        final Relation r1 = new Relation();
+        r1.setRelType("resultProject");
+        r1.setSubRelType("outcome");
+        r1.setRelClass("isProducedBy");
+        r1.setSource(docId);
+        r1.setTarget(projectId);
+        r1.setCollectedfrom(Arrays.asList(collectedFrom));
+        r1.setDataInfo(info);
+        r1.setLastupdatetimestamp(lastUpdateTimestamp);
+        res.add(r1);
+
+        final Relation r2 = new Relation();
+        r2.setRelType("resultProject");
+        r2.setSubRelType("outcome");
+        r2.setRelClass("produces");
+        r2.setSource(projectId);
+        r2.setTarget(docId);
+        r2.setCollectedfrom(Arrays.asList(collectedFrom));
+        r2.setDataInfo(info);
+        r2.setLastupdatetimestamp(lastUpdateTimestamp);
+        res.add(r2);
+      }
     }
 
-    private List<Oaf> addProjectRels(
-            final Document doc,
-            final KeyValue collectedFrom,
-            final DataInfo info,
-            final long lastUpdateTimestamp) {
+    return res;
+  }
 
-        final List<Oaf> res = new ArrayList<>();
+  protected abstract List<Oaf> addOtherResultRels(
+      final Document doc,
+      final KeyValue collectedFrom,
+      final DataInfo info,
+      final long lastUpdateTimestamp);
 
-        final String docId = createOpenaireId(50, doc.valueOf("//dri:objIdentifier"), false);
+  private void populateResultFields(
+      final Result r,
+      final Document doc,
+      final KeyValue collectedFrom,
+      final KeyValue hostedBy,
+      final DataInfo info,
+      final long lastUpdateTimestamp) {
+    r.setDataInfo(info);
+    r.setLastupdatetimestamp(lastUpdateTimestamp);
+    r.setId(createOpenaireId(50, doc.valueOf("//dri:objIdentifier"), false));
+    r.setOriginalId(Arrays.asList(doc.valueOf("//dri:objIdentifier")));
+    r.setCollectedfrom(Arrays.asList(collectedFrom));
+    r.setPid(
+        prepareListStructProps(
+            doc, "//oaf:identifier", "@identifierType", "dnet:pid_types", "dnet:pid_types", info));
+    r.setDateofcollection(doc.valueOf("//dr:dateOfCollection"));
+    r.setDateoftransformation(doc.valueOf("//dr:dateOfTransformation"));
+    r.setExtraInfo(new ArrayList<>()); // NOT PRESENT IN MDSTORES
+    r.setOaiprovenance(prepareOAIprovenance(doc));
+    r.setAuthor(prepareAuthors(doc, info));
+    r.setLanguage(prepareLanguages(doc));
+    r.setCountry(new ArrayList<>()); // NOT PRESENT IN MDSTORES
+    r.setSubject(prepareSubjects(doc, info));
+    r.setTitle(prepareTitles(doc, info));
+    r.setRelevantdate(prepareRelevantDates(doc, info));
+    r.setDescription(prepareDescriptions(doc, info));
+    r.setDateofacceptance(prepareField(doc, "//oaf:dateAccepted", info));
+    r.setPublisher(preparePublisher(doc, info));
+    r.setEmbargoenddate(prepareField(doc, "//oaf:embargoenddate", info));
+    r.setSource(prepareSources(doc, info));
+    r.setFulltext(new ArrayList<>()); // NOT PRESENT IN MDSTORES
+    r.setFormat(prepareFormats(doc, info));
+    r.setContributor(prepareContributors(doc, info));
+    r.setResourcetype(prepareResourceType(doc, info));
+    r.setCoverage(prepareCoverages(doc, info));
+    r.setContext(prepareContexts(doc, info));
+    r.setExternalReference(new ArrayList<>()); // NOT PRESENT IN MDSTORES
+    r.setInstance(prepareInstances(doc, info, collectedFrom, hostedBy));
+  }
 
-        for (final Object o : doc.selectNodes("//oaf:projectid")) {
-            final String projectId = createOpenaireId(40, ((Node) o).getText(), true);
+  private List<Context> prepareContexts(final Document doc, final DataInfo info) {
+    final List<Context> list = new ArrayList<>();
+    for (final Object o : doc.selectNodes("//oaf:concept")) {
+      final String cid = ((Node) o).valueOf("@id");
+      if (StringUtils.isNotBlank(cid)) {
+        final Context c = new Context();
+        c.setId(cid);
+        c.setDataInfo(Arrays.asList(info));
+        list.add(c);
+      }
+    }
+    return list;
+  }
 
-            final Relation r1 = new Relation();
-            r1.setRelType("resultProject");
-            r1.setSubRelType("outcome");
-            r1.setRelClass("isProducedBy");
-            r1.setSource(docId);
-            r1.setTarget(projectId);
-            r1.setCollectedfrom(Arrays.asList(collectedFrom));
-            r1.setDataInfo(info);
-            r1.setLastupdatetimestamp(lastUpdateTimestamp);
-            res.add(r1);
+  protected abstract Qualifier prepareResourceType(Document doc, DataInfo info);
 
-            final Relation r2 = new Relation();
-            r2.setRelType("resultProject");
-            r2.setSubRelType("outcome");
-            r2.setRelClass("produces");
-            r2.setSource(projectId);
-            r2.setTarget(docId);
-            r2.setCollectedfrom(Arrays.asList(collectedFrom));
-            r2.setDataInfo(info);
-            r2.setLastupdatetimestamp(lastUpdateTimestamp);
-            res.add(r2);
-        }
+  protected abstract List<Instance> prepareInstances(
+      Document doc, DataInfo info, KeyValue collectedfrom, KeyValue hostedby);
 
-        return res;
+  protected abstract List<Field<String>> prepareSources(Document doc, DataInfo info);
+
+  protected abstract List<StructuredProperty> prepareRelevantDates(Document doc, DataInfo info);
+
+  protected abstract List<Field<String>> prepareCoverages(Document doc, DataInfo info);
+
+  protected abstract List<Field<String>> prepareContributors(Document doc, DataInfo info);
+
+  protected abstract List<Field<String>> prepareFormats(Document doc, DataInfo info);
+
+  protected abstract Field<String> preparePublisher(Document doc, DataInfo info);
+
+  protected abstract List<Field<String>> prepareDescriptions(Document doc, DataInfo info);
+
+  protected abstract List<StructuredProperty> prepareTitles(Document doc, DataInfo info);
+
+  protected abstract List<StructuredProperty> prepareSubjects(Document doc, DataInfo info);
+
+  protected abstract Qualifier prepareLanguages(Document doc);
+
+  protected abstract List<Author> prepareAuthors(Document doc, DataInfo info);
+
+  protected abstract List<Field<String>> prepareOtherResearchProductTools(
+      Document doc, DataInfo info);
+
+  protected abstract List<Field<String>> prepareOtherResearchProductContactGroups(
+      Document doc, DataInfo info);
+
+  protected abstract List<Field<String>> prepareOtherResearchProductContactPersons(
+      Document doc, DataInfo info);
+
+  protected abstract Qualifier prepareSoftwareProgrammingLanguage(Document doc, DataInfo info);
+
+  protected abstract Field<String> prepareSoftwareCodeRepositoryUrl(Document doc, DataInfo info);
+
+  protected abstract List<StructuredProperty> prepareSoftwareLicenses(Document doc, DataInfo info);
+
+  protected abstract List<Field<String>> prepareSoftwareDocumentationUrls(
+      Document doc, DataInfo info);
+
+  protected abstract List<GeoLocation> prepareDatasetGeoLocations(Document doc, DataInfo info);
+
+  protected abstract Field<String> prepareDatasetMetadataVersionNumber(Document doc, DataInfo info);
+
+  protected abstract Field<String> prepareDatasetLastMetadataUpdate(Document doc, DataInfo info);
+
+  protected abstract Field<String> prepareDatasetVersion(Document doc, DataInfo info);
+
+  protected abstract Field<String> prepareDatasetSize(Document doc, DataInfo info);
+
+  protected abstract Field<String> prepareDatasetDevice(Document doc, DataInfo info);
+
+  protected abstract Field<String> prepareDatasetStorageDate(Document doc, DataInfo info);
+
+  private Journal prepareJournal(final Document doc, final DataInfo info) {
+    final Node n = doc.selectSingleNode("//oaf:journal");
+    if (n != null) {
+      final String name = n.getText();
+      final String issnPrinted = n.valueOf("@issn");
+      final String issnOnline = n.valueOf("@eissn");
+      final String issnLinking = n.valueOf("@lissn");
+      final String ep = n.valueOf("@ep");
+      final String iss = n.valueOf("@iss");
+      final String sp = n.valueOf("@sp");
+      final String vol = n.valueOf("@vol");
+      final String edition = n.valueOf("@edition");
+      if (StringUtils.isNotBlank(name)) {
+        return journal(
+            name,
+            issnPrinted,
+            issnOnline,
+            issnLinking,
+            ep,
+            iss,
+            sp,
+            vol,
+            edition,
+            null,
+            null,
+            info);
+      }
+    }
+    return null;
+  }
+
+  protected Qualifier prepareQualifier(
+      final Node node, final String xpath, final String schemeId, final String schemeName) {
+    final String classId = node.valueOf(xpath);
+    final String className = code2name.get(classId);
+    return qualifier(classId, className, schemeId, schemeName);
+  }
+
+  protected List<StructuredProperty> prepareListStructProps(
+      final Node node,
+      final String xpath,
+      final String xpathClassId,
+      final String schemeId,
+      final String schemeName,
+      final DataInfo info) {
+    final List<StructuredProperty> res = new ArrayList<>();
+    for (final Object o : node.selectNodes(xpath)) {
+      final Node n = (Node) o;
+      final String classId = n.valueOf(xpathClassId);
+      final String className = code2name.get(classId);
+      res.add(structuredProperty(n.getText(), classId, className, schemeId, schemeName, info));
+    }
+    return res;
+  }
+
+  protected List<StructuredProperty> prepareListStructProps(
+      final Node node, final String xpath, final Qualifier qualifier, final DataInfo info) {
+    final List<StructuredProperty> res = new ArrayList<>();
+    for (final Object o : node.selectNodes(xpath)) {
+      final Node n = (Node) o;
+      res.add(structuredProperty(n.getText(), qualifier, info));
+    }
+    return res;
+  }
+
+  protected List<StructuredProperty> prepareListStructProps(
+      final Node node, final String xpath, final DataInfo info) {
+    final List<StructuredProperty> res = new ArrayList<>();
+    for (final Object o : node.selectNodes(xpath)) {
+      final Node n = (Node) o;
+      res.add(
+          structuredProperty(
+              n.getText(),
+              n.valueOf("@classid"),
+              n.valueOf("@classname"),
+              n.valueOf("@schemeid"),
+              n.valueOf("@schemename"),
+              info));
+    }
+    return res;
+  }
+
+  protected OAIProvenance prepareOAIprovenance(final Document doc) {
+    final Node n =
+        doc.selectSingleNode("//*[local-name()='provenance']/*[local-name()='originDescription']");
+
+    if (n == null) {
+      return null;
     }
 
-    protected abstract List<Oaf> addOtherResultRels(
-            final Document doc,
-            final KeyValue collectedFrom,
-            final DataInfo info,
-            final long lastUpdateTimestamp);
+    final String identifier = n.valueOf("./*[local-name()='identifier']");
+    final String baseURL = n.valueOf("./*[local-name()='baseURL']");
+    ;
+    final String metadataNamespace = n.valueOf("./*[local-name()='metadataNamespace']");
+    ;
+    final boolean altered = n.valueOf("@altered").equalsIgnoreCase("true");
+    final String datestamp = n.valueOf("./*[local-name()='datestamp']");
+    ;
+    final String harvestDate = n.valueOf("@harvestDate");
+    ;
 
-    private void populateResultFields(
-            final Result r,
-            final Document doc,
-            final KeyValue collectedFrom,
-            final KeyValue hostedBy,
-            final DataInfo info,
-            final long lastUpdateTimestamp) {
-        r.setDataInfo(info);
-        r.setLastupdatetimestamp(lastUpdateTimestamp);
-        r.setId(createOpenaireId(50, doc.valueOf("//dri:objIdentifier"), false));
-        r.setOriginalId(Arrays.asList(doc.valueOf("//dri:objIdentifier")));
-        r.setCollectedfrom(Arrays.asList(collectedFrom));
-        r.setPid(
-                prepareListStructProps(
-                        doc,
-                        "//oaf:identifier",
-                        "@identifierType",
-                        "dnet:pid_types",
-                        "dnet:pid_types",
-                        info));
-        r.setDateofcollection(doc.valueOf("//dr:dateOfCollection"));
-        r.setDateoftransformation(doc.valueOf("//dr:dateOfTransformation"));
-        r.setExtraInfo(new ArrayList<>()); // NOT PRESENT IN MDSTORES
-        r.setOaiprovenance(prepareOAIprovenance(doc));
-        r.setAuthor(prepareAuthors(doc, info));
-        r.setLanguage(prepareLanguages(doc));
-        r.setCountry(new ArrayList<>()); // NOT PRESENT IN MDSTORES
-        r.setSubject(prepareSubjects(doc, info));
-        r.setTitle(prepareTitles(doc, info));
-        r.setRelevantdate(prepareRelevantDates(doc, info));
-        r.setDescription(prepareDescriptions(doc, info));
-        r.setDateofacceptance(prepareField(doc, "//oaf:dateAccepted", info));
-        r.setPublisher(preparePublisher(doc, info));
-        r.setEmbargoenddate(prepareField(doc, "//oaf:embargoenddate", info));
-        r.setSource(prepareSources(doc, info));
-        r.setFulltext(new ArrayList<>()); // NOT PRESENT IN MDSTORES
-        r.setFormat(prepareFormats(doc, info));
-        r.setContributor(prepareContributors(doc, info));
-        r.setResourcetype(prepareResourceType(doc, info));
-        r.setCoverage(prepareCoverages(doc, info));
-        r.setContext(new ArrayList<>()); // NOT PRESENT IN MDSTORES
-        r.setExternalReference(new ArrayList<>()); // NOT PRESENT IN MDSTORES
-        r.setInstance(prepareInstances(doc, info, collectedFrom, hostedBy));
+    return oaiIProvenance(identifier, baseURL, metadataNamespace, altered, datestamp, harvestDate);
+  }
+
+  protected DataInfo prepareDataInfo(final Document doc) {
+    final Node n = doc.selectSingleNode("//oaf:datainfo");
+
+    if (n == null) {
+      return dataInfo(
+          false, null, false, false, MigrationConstants.REPOSITORY_PROVENANCE_ACTIONS, "0.9");
     }
 
-    protected abstract Qualifier prepareResourceType(Document doc, DataInfo info);
+    final String paClassId = n.valueOf("./oaf:provenanceaction/@classid");
+    final String paClassName = n.valueOf("./oaf:provenanceaction/@classname");
+    final String paSchemeId = n.valueOf("./oaf:provenanceaction/@schemeid");
+    final String paSchemeName = n.valueOf("./oaf:provenanceaction/@schemename");
 
-    protected abstract List<Instance> prepareInstances(
-            Document doc, DataInfo info, KeyValue collectedfrom, KeyValue hostedby);
+    final boolean deletedbyinference = Boolean.parseBoolean(n.valueOf("./oaf:deletedbyinference"));
+    final String inferenceprovenance = n.valueOf("./oaf:inferenceprovenance");
+    final Boolean inferred = Boolean.parseBoolean(n.valueOf("./oaf:inferred"));
+    final String trust = n.valueOf("./oaf:trust");
 
-    protected abstract List<Field<String>> prepareSources(Document doc, DataInfo info);
+    return dataInfo(
+        deletedbyinference,
+        inferenceprovenance,
+        inferred,
+        false,
+        qualifier(paClassId, paClassName, paSchemeId, paSchemeName),
+        trust);
+  }
 
-    protected abstract List<StructuredProperty> prepareRelevantDates(Document doc, DataInfo info);
+  protected Field<String> prepareField(final Node node, final String xpath, final DataInfo info) {
+    return field(node.valueOf(xpath), info);
+  }
 
-    protected abstract List<Field<String>> prepareCoverages(Document doc, DataInfo info);
+  protected List<Field<String>> prepareListFields(
+      final Node node, final String xpath, final DataInfo info) {
+    return listFields(info, prepareListString(node, xpath));
+  }
 
-    protected abstract List<Field<String>> prepareContributors(Document doc, DataInfo info);
-
-    protected abstract List<Field<String>> prepareFormats(Document doc, DataInfo info);
-
-    protected abstract Field<String> preparePublisher(Document doc, DataInfo info);
-
-    protected abstract List<Field<String>> prepareDescriptions(Document doc, DataInfo info);
-
-    protected abstract List<StructuredProperty> prepareTitles(Document doc, DataInfo info);
-
-    protected abstract List<StructuredProperty> prepareSubjects(Document doc, DataInfo info);
-
-    protected abstract Qualifier prepareLanguages(Document doc);
-
-    protected abstract List<Author> prepareAuthors(Document doc, DataInfo info);
-
-    protected abstract List<Field<String>> prepareOtherResearchProductTools(
-            Document doc, DataInfo info);
-
-    protected abstract List<Field<String>> prepareOtherResearchProductContactGroups(
-            Document doc, DataInfo info);
-
-    protected abstract List<Field<String>> prepareOtherResearchProductContactPersons(
-            Document doc, DataInfo info);
-
-    protected abstract Qualifier prepareSoftwareProgrammingLanguage(Document doc, DataInfo info);
-
-    protected abstract Field<String> prepareSoftwareCodeRepositoryUrl(Document doc, DataInfo info);
-
-    protected abstract List<StructuredProperty> prepareSoftwareLicenses(
-            Document doc, DataInfo info);
-
-    protected abstract List<Field<String>> prepareSoftwareDocumentationUrls(
-            Document doc, DataInfo info);
-
-    protected abstract List<GeoLocation> prepareDatasetGeoLocations(Document doc, DataInfo info);
-
-    protected abstract Field<String> prepareDatasetMetadataVersionNumber(
-            Document doc, DataInfo info);
-
-    protected abstract Field<String> prepareDatasetLastMetadataUpdate(Document doc, DataInfo info);
-
-    protected abstract Field<String> prepareDatasetVersion(Document doc, DataInfo info);
-
-    protected abstract Field<String> prepareDatasetSize(Document doc, DataInfo info);
-
-    protected abstract Field<String> prepareDatasetDevice(Document doc, DataInfo info);
-
-    protected abstract Field<String> prepareDatasetStorageDate(Document doc, DataInfo info);
-
-    private Journal prepareJournal(final Document doc, final DataInfo info) {
-        final Node n = doc.selectSingleNode("//oaf:journal");
-        if (n != null) {
-            final String name = n.getText();
-            final String issnPrinted = n.valueOf("@issn");
-            final String issnOnline = n.valueOf("@eissn");
-            final String issnLinking = n.valueOf("@lissn");
-            final String ep = n.valueOf("@ep");
-            final String iss = n.valueOf("@iss");
-            final String sp = n.valueOf("@sp");
-            final String vol = n.valueOf("@vol");
-            final String edition = n.valueOf("@edition");
-            if (StringUtils.isNotBlank(name)) {
-                return journal(
-                        name,
-                        issnPrinted,
-                        issnOnline,
-                        issnLinking,
-                        ep,
-                        iss,
-                        sp,
-                        vol,
-                        edition,
-                        null,
-                        null,
-                        info);
-            }
-        }
-        return null;
-    }
-
-    protected Qualifier prepareQualifier(
-            final Node node, final String xpath, final String schemeId, final String schemeName) {
-        final String classId = node.valueOf(xpath);
-        final String className = code2name.get(classId);
-        return qualifier(classId, className, schemeId, schemeName);
-    }
-
-    protected List<StructuredProperty> prepareListStructProps(
-            final Node node,
-            final String xpath,
-            final String xpathClassId,
-            final String schemeId,
-            final String schemeName,
-            final DataInfo info) {
-        final List<StructuredProperty> res = new ArrayList<>();
-        for (final Object o : node.selectNodes(xpath)) {
-            final Node n = (Node) o;
-            final String classId = n.valueOf(xpathClassId);
-            final String className = code2name.get(classId);
-            res.add(
-                    structuredProperty(
-                            n.getText(), classId, className, schemeId, schemeName, info));
-        }
-        return res;
-    }
-
-    protected List<StructuredProperty> prepareListStructProps(
-            final Node node, final String xpath, final Qualifier qualifier, final DataInfo info) {
-        final List<StructuredProperty> res = new ArrayList<>();
-        for (final Object o : node.selectNodes(xpath)) {
-            final Node n = (Node) o;
-            res.add(structuredProperty(n.getText(), qualifier, info));
-        }
-        return res;
-    }
-
-    protected List<StructuredProperty> prepareListStructProps(
-            final Node node, final String xpath, final DataInfo info) {
-        final List<StructuredProperty> res = new ArrayList<>();
-        for (final Object o : node.selectNodes(xpath)) {
-            final Node n = (Node) o;
-            res.add(
-                    structuredProperty(
-                            n.getText(),
-                            n.valueOf("@classid"),
-                            n.valueOf("@classname"),
-                            n.valueOf("@schemeid"),
-                            n.valueOf("@schemename"),
-                            info));
-        }
-        return res;
-    }
-
-    protected OAIProvenance prepareOAIprovenance(final Document doc) {
-        final Node n =
-                doc.selectSingleNode(
-                        "//*[local-name()='provenance']/*[local-name()='originDescription']");
-
-        if (n == null) {
-            return null;
-        }
-
-        final String identifier = n.valueOf("./*[local-name()='identifier']");
-        final String baseURL = n.valueOf("./*[local-name()='baseURL']");
-        ;
-        final String metadataNamespace = n.valueOf("./*[local-name()='metadataNamespace']");
-        ;
-        final boolean altered = n.valueOf("@altered").equalsIgnoreCase("true");
-        final String datestamp = n.valueOf("./*[local-name()='datestamp']");
-        ;
-        final String harvestDate = n.valueOf("@harvestDate");
-        ;
-
-        return oaiIProvenance(
-                identifier, baseURL, metadataNamespace, altered, datestamp, harvestDate);
-    }
-
-    protected DataInfo prepareDataInfo(final Document doc) {
-        final Node n = doc.selectSingleNode("//oaf:datainfo");
-
-        if (n == null) {
-            return dataInfo(
-                    false,
-                    null,
-                    false,
-                    false,
-                    MigrationConstants.REPOSITORY_PROVENANCE_ACTIONS,
-                    "0.9");
-        }
-
-        final String paClassId = n.valueOf("./oaf:provenanceaction/@classid");
-        final String paClassName = n.valueOf("./oaf:provenanceaction/@classname");
-        final String paSchemeId = n.valueOf("./oaf:provenanceaction/@schemeid");
-        final String paSchemeName = n.valueOf("./oaf:provenanceaction/@schemename");
-
-        final boolean deletedbyinference =
-                Boolean.parseBoolean(n.valueOf("./oaf:deletedbyinference"));
-        final String inferenceprovenance = n.valueOf("./oaf:inferenceprovenance");
-        final Boolean inferred = Boolean.parseBoolean(n.valueOf("./oaf:inferred"));
-        final String trust = n.valueOf("./oaf:trust");
-
-        return dataInfo(
-                deletedbyinference,
-                inferenceprovenance,
-                inferred,
-                false,
-                qualifier(paClassId, paClassName, paSchemeId, paSchemeName),
-                trust);
-    }
-
-    protected Field<String> prepareField(final Node node, final String xpath, final DataInfo info) {
-        return field(node.valueOf(xpath), info);
-    }
-
-    protected List<Field<String>> prepareListFields(
-            final Node node, final String xpath, final DataInfo info) {
-        return listFields(info, prepareListString(node, xpath));
-    }
-
-    protected List<String> prepareListString(final Node node, final String xpath) {
-        final List<String> res = new ArrayList<>();
-        for (final Object o : node.selectNodes(xpath)) {
-            final String s = ((Node) o).getText().trim();
-            if (StringUtils.isNotBlank(s)) {
-                res.add(s);
-            }
-        }
-        return res;
+  protected List<String> prepareListString(final Node node, final String xpath) {
+    final List<String> res = new ArrayList<>();
+    for (final Object o : node.selectNodes(xpath)) {
+      final String s = ((Node) o).getText().trim();
+      if (StringUtils.isNotBlank(s)) {
+        res.add(s);
+      }
     }
+    return res;
+  }
 }
diff --git a/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/raw/DispatchEntitiesApplication.java b/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/raw/DispatchEntitiesApplication.java
index 4ee0ce3a45..8029f84222 100644
--- a/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/raw/DispatchEntitiesApplication.java
+++ b/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/raw/DispatchEntitiesApplication.java
@@ -2,95 +2,82 @@ package eu.dnetlib.dhp.oa.graph.raw;
 
 import static eu.dnetlib.dhp.common.SparkSessionSupport.runWithSparkSession;
 
-import com.fasterxml.jackson.databind.ObjectMapper;
 import eu.dnetlib.dhp.application.ArgumentApplicationParser;
 import eu.dnetlib.dhp.common.HdfsSupport;
+import eu.dnetlib.dhp.schema.common.ModelSupport;
 import eu.dnetlib.dhp.schema.oaf.*;
 import java.util.Optional;
 import org.apache.commons.io.IOUtils;
 import org.apache.commons.lang3.StringUtils;
-import org.apache.hadoop.io.compress.GzipCodec;
 import org.apache.spark.SparkConf;
-import org.apache.spark.api.java.JavaSparkContext;
+import org.apache.spark.api.java.function.FilterFunction;
+import org.apache.spark.api.java.function.MapFunction;
+import org.apache.spark.sql.Encoders;
+import org.apache.spark.sql.SaveMode;
 import org.apache.spark.sql.SparkSession;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
 public class DispatchEntitiesApplication {
 
-    private static final Logger log = LoggerFactory.getLogger(DispatchEntitiesApplication.class);
+  private static final Logger log = LoggerFactory.getLogger(DispatchEntitiesApplication.class);
 
-    private static final ObjectMapper OBJECT_MAPPER = new ObjectMapper();
+  public static void main(final String[] args) throws Exception {
+    final ArgumentApplicationParser parser =
+        new ArgumentApplicationParser(
+            IOUtils.toString(
+                MigrateMongoMdstoresApplication.class.getResourceAsStream(
+                    "/eu/dnetlib/dhp/oa/graph/dispatch_entities_parameters.json")));
+    parser.parseArgument(args);
 
-    public static void main(final String[] args) throws Exception {
-        final ArgumentApplicationParser parser =
-                new ArgumentApplicationParser(
-                        IOUtils.toString(
-                                MigrateMongoMdstoresApplication.class.getResourceAsStream(
-                                        "/eu/dnetlib/dhp/oa/graph/dispatch_entities_parameters.json")));
-        parser.parseArgument(args);
+    Boolean isSparkSessionManaged =
+        Optional.ofNullable(parser.get("isSparkSessionManaged"))
+            .map(Boolean::valueOf)
+            .orElse(Boolean.TRUE);
+    log.info("isSparkSessionManaged: {}", isSparkSessionManaged);
 
-        Boolean isSparkSessionManaged =
-                Optional.ofNullable(parser.get("isSparkSessionManaged"))
-                        .map(Boolean::valueOf)
-                        .orElse(Boolean.TRUE);
-        log.info("isSparkSessionManaged: {}", isSparkSessionManaged);
+    final String sourcePath = parser.get("sourcePath");
+    final String targetPath = parser.get("graphRawPath");
 
-        final String sourcePath = parser.get("sourcePath");
-        final String targetPath = parser.get("graphRawPath");
+    SparkConf conf = new SparkConf();
+    runWithSparkSession(
+        conf,
+        isSparkSessionManaged,
+        spark -> {
+          removeOutputDir(spark, targetPath);
+          ModelSupport.oafTypes
+              .values()
+              .forEach(clazz -> processEntity(spark, clazz, sourcePath, targetPath));
+        });
+  }
 
-        SparkConf conf = new SparkConf();
-        runWithSparkSession(
-                conf,
-                isSparkSessionManaged,
-                spark -> {
-                    removeOutputDir(spark, targetPath);
+  private static <T extends Oaf> void processEntity(
+      final SparkSession spark,
+      final Class<T> clazz,
+      final String sourcePath,
+      final String targetPath) {
+    final String type = clazz.getSimpleName().toLowerCase();
 
-                    processEntity(spark, Publication.class, sourcePath, targetPath);
-                    processEntity(spark, Dataset.class, sourcePath, targetPath);
-                    processEntity(spark, Software.class, sourcePath, targetPath);
-                    processEntity(spark, OtherResearchProduct.class, sourcePath, targetPath);
-                    processEntity(spark, Datasource.class, sourcePath, targetPath);
-                    processEntity(spark, Organization.class, sourcePath, targetPath);
-                    processEntity(spark, Project.class, sourcePath, targetPath);
-                    processEntity(spark, Relation.class, sourcePath, targetPath);
-                });
-    }
+    log.info("Processing entities ({}) in file: {}", type, sourcePath);
 
-    private static <T extends Oaf> void processEntity(
-            final SparkSession spark,
-            final Class<T> clazz,
-            final String sourcePath,
-            final String targetPath) {
-        final String type = clazz.getSimpleName().toLowerCase();
+    spark
+        .read()
+        .textFile(sourcePath)
+        .filter((FilterFunction<String>) value -> isEntityType(value, type))
+        .map(
+            (MapFunction<String, String>) l -> StringUtils.substringAfter(l, "|"),
+            Encoders.STRING())
+        .write()
+        .option("compression", "gzip")
+        .mode(SaveMode.Overwrite)
+        .text(targetPath + "/" + type);
+  }
 
-        log.info(String.format("Processing entities (%s) in file: %s", type, sourcePath));
+  private static boolean isEntityType(final String line, final String type) {
+    return StringUtils.substringBefore(line, "|").equalsIgnoreCase(type);
+  }
 
-        /*
-        spark.read()
-        		.textFile(sourcePath)
-        		.filter((FilterFunction<String>) value -> isEntityType(value, type))
-        		.map((MapFunction<String, String>) value -> StringUtils.substringAfter(value, "|"), Encoders.STRING())
-        		.map((MapFunction<String, T>) value -> OBJECT_MAPPER.readValue(value, clazz), Encoders.bean(clazz))
-        		.write()
-        		.mode(SaveMode.Overwrite)
-        		.parquet(targetPath + "/" + type);
-
-         */
-
-        JavaSparkContext.fromSparkContext(spark.sparkContext())
-                .textFile(sourcePath)
-                .filter(l -> isEntityType(l, type))
-                .map(l -> StringUtils.substringAfter(l, "|"))
-                .saveAsTextFile(
-                        targetPath + "/" + type, GzipCodec.class); // use repartition(XXX) ???
-    }
-
-    private static boolean isEntityType(final String line, final String type) {
-        return StringUtils.substringBefore(line, "|").equalsIgnoreCase(type);
-    }
-
-    private static void removeOutputDir(SparkSession spark, String path) {
-        HdfsSupport.remove(path, spark.sparkContext().hadoopConfiguration());
-    }
+  private static void removeOutputDir(SparkSession spark, String path) {
+    HdfsSupport.remove(path, spark.sparkContext().hadoopConfiguration());
+  }
 }
diff --git a/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/raw/GenerateEntitiesApplication.java b/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/raw/GenerateEntitiesApplication.java
index 34ae2df9b5..21288ad98c 100644
--- a/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/raw/GenerateEntitiesApplication.java
+++ b/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/raw/GenerateEntitiesApplication.java
@@ -6,6 +6,7 @@ import com.fasterxml.jackson.databind.ObjectMapper;
 import eu.dnetlib.dhp.application.ArgumentApplicationParser;
 import eu.dnetlib.dhp.common.HdfsSupport;
 import eu.dnetlib.dhp.oa.graph.raw.common.DbClient;
+import eu.dnetlib.dhp.schema.common.ModelSupport;
 import eu.dnetlib.dhp.schema.oaf.*;
 import java.io.IOException;
 import java.sql.SQLException;
@@ -27,158 +28,168 @@ import scala.Tuple2;
 
 public class GenerateEntitiesApplication {
 
-    private static final Logger log = LoggerFactory.getLogger(GenerateEntitiesApplication.class);
+  private static final Logger log = LoggerFactory.getLogger(GenerateEntitiesApplication.class);
 
-    public static void main(final String[] args) throws Exception {
-        final ArgumentApplicationParser parser =
-                new ArgumentApplicationParser(
-                        IOUtils.toString(
-                                MigrateMongoMdstoresApplication.class.getResourceAsStream(
-                                        "/eu/dnetlib/dhp/oa/graph/generate_entities_parameters.json")));
+  private static final ObjectMapper OBJECT_MAPPER = new ObjectMapper();
 
-        parser.parseArgument(args);
+  public static void main(final String[] args) throws Exception {
+    final ArgumentApplicationParser parser =
+        new ArgumentApplicationParser(
+            IOUtils.toString(
+                MigrateMongoMdstoresApplication.class.getResourceAsStream(
+                    "/eu/dnetlib/dhp/oa/graph/generate_entities_parameters.json")));
 
-        Boolean isSparkSessionManaged =
-                Optional.ofNullable(parser.get("isSparkSessionManaged"))
-                        .map(Boolean::valueOf)
-                        .orElse(Boolean.TRUE);
-        log.info("isSparkSessionManaged: {}", isSparkSessionManaged);
+    parser.parseArgument(args);
 
-        final String sourcePaths = parser.get("sourcePaths");
-        final String targetPath = parser.get("targetPath");
+    Boolean isSparkSessionManaged =
+        Optional.ofNullable(parser.get("isSparkSessionManaged"))
+            .map(Boolean::valueOf)
+            .orElse(Boolean.TRUE);
+    log.info("isSparkSessionManaged: {}", isSparkSessionManaged);
 
-        final String dbUrl = parser.get("postgresUrl");
-        final String dbUser = parser.get("postgresUser");
-        final String dbPassword = parser.get("postgresPassword");
+    final String sourcePaths = parser.get("sourcePaths");
+    final String targetPath = parser.get("targetPath");
 
-        final Map<String, String> code2name = loadClassNames(dbUrl, dbUser, dbPassword);
+    final String dbUrl = parser.get("postgresUrl");
+    final String dbUser = parser.get("postgresUser");
+    final String dbPassword = parser.get("postgresPassword");
 
-        SparkConf conf = new SparkConf();
-        runWithSparkSession(
-                conf,
-                isSparkSessionManaged,
-                spark -> {
-                    removeOutputDir(spark, targetPath);
-                    generateEntities(spark, code2name, sourcePaths, targetPath);
-                });
+    final Map<String, String> code2name = loadClassNames(dbUrl, dbUser, dbPassword);
+
+    SparkConf conf = new SparkConf();
+    runWithSparkSession(
+        conf,
+        isSparkSessionManaged,
+        spark -> {
+          removeOutputDir(spark, targetPath);
+          generateEntities(spark, code2name, sourcePaths, targetPath);
+        });
+  }
+
+  private static void generateEntities(
+      final SparkSession spark,
+      final Map<String, String> code2name,
+      final String sourcePaths,
+      final String targetPath) {
+
+    JavaSparkContext sc = JavaSparkContext.fromSparkContext(spark.sparkContext());
+    final List<String> existingSourcePaths =
+        Arrays.stream(sourcePaths.split(","))
+            .filter(p -> exists(sc, p))
+            .collect(Collectors.toList());
+
+    log.info("Generate entities from files:");
+    existingSourcePaths.forEach(log::info);
+
+    JavaRDD<Oaf> inputRdd = sc.emptyRDD();
+
+    for (final String sp : existingSourcePaths) {
+      inputRdd =
+          inputRdd.union(
+              sc.sequenceFile(sp, Text.class, Text.class)
+                  .map(k -> new Tuple2<>(k._1().toString(), k._2().toString()))
+                  .map(k -> convertToListOaf(k._1(), k._2(), code2name))
+                  .flatMap(list -> list.iterator()));
     }
 
-    private static void generateEntities(
-            final SparkSession spark,
-            final Map<String, String> code2name,
-            final String sourcePaths,
-            final String targetPath) {
+    inputRdd
+        .mapToPair(oaf -> new Tuple2<>(ModelSupport.idFn().apply(oaf), oaf))
+        .reduceByKey((o1, o2) -> merge(o1, o2))
+        .map(Tuple2::_2)
+        .map(
+            oaf ->
+                oaf.getClass().getSimpleName().toLowerCase()
+                    + "|"
+                    + OBJECT_MAPPER.writeValueAsString(oaf))
+        .saveAsTextFile(targetPath, GzipCodec.class);
+  }
 
-        JavaSparkContext sc = JavaSparkContext.fromSparkContext(spark.sparkContext());
-        final List<String> existingSourcePaths =
-                Arrays.stream(sourcePaths.split(","))
-                        .filter(p -> exists(sc, p))
-                        .collect(Collectors.toList());
+  private static Oaf merge(Oaf o1, Oaf o2) {
+    if (ModelSupport.isSubClass(o1, OafEntity.class)) {
+      ((OafEntity) o1).mergeFrom((OafEntity) o2);
+    } else if (ModelSupport.isSubClass(o1, Relation.class)) {
+      ((Relation) o1).mergeFrom((Relation) o2);
+    } else {
+      throw new RuntimeException("invalid Oaf type:" + o1.getClass().getCanonicalName());
+    }
+    return o1;
+  }
 
-        log.info("Generate entities from files:");
-        existingSourcePaths.forEach(log::info);
+  private static List<Oaf> convertToListOaf(
+      final String id, final String s, final Map<String, String> code2name) {
+    final String type = StringUtils.substringAfter(id, ":");
 
-        JavaRDD<String> inputRdd = sc.emptyRDD();
+    switch (type.toLowerCase()) {
+      case "native_oaf":
+        return new OafToOafMapper(code2name).processMdRecord(s);
+      case "native_odf":
+        return new OdfToOafMapper(code2name).processMdRecord(s);
+      case "datasource":
+        return Arrays.asList(convertFromJson(s, Datasource.class));
+      case "organization":
+        return Arrays.asList(convertFromJson(s, Organization.class));
+      case "project":
+        return Arrays.asList(convertFromJson(s, Project.class));
+      case "relation":
+        return Arrays.asList(convertFromJson(s, Relation.class));
+      case "publication":
+        return Arrays.asList(convertFromJson(s, Publication.class));
+      case "dataset":
+        return Arrays.asList(convertFromJson(s, Dataset.class));
+      case "software":
+        return Arrays.asList(convertFromJson(s, Software.class));
+      case "otherresearchproduct":
+        return Arrays.asList(convertFromJson(s, OtherResearchProduct.class));
+      default:
+        throw new RuntimeException("type not managed: " + type.toLowerCase());
+    }
+  }
 
-        for (final String sp : existingSourcePaths) {
-            inputRdd =
-                    inputRdd.union(
-                            sc.sequenceFile(sp, Text.class, Text.class)
-                                    .map(k -> new Tuple2<>(k._1().toString(), k._2().toString()))
-                                    .map(k -> convertToListOaf(k._1(), k._2(), code2name))
-                                    .flatMap(list -> list.iterator())
-                                    .map(
-                                            oaf ->
-                                                    oaf.getClass().getSimpleName().toLowerCase()
-                                                            + "|"
-                                                            + convertToJson(oaf)));
-        }
+  private static Map<String, String> loadClassNames(
+      final String dbUrl, final String dbUser, final String dbPassword) throws IOException {
 
-        inputRdd.saveAsTextFile(targetPath, GzipCodec.class);
+    log.info("Loading vocabulary terms from db...");
+
+    final Map<String, String> map = new HashMap<>();
+
+    try (DbClient dbClient = new DbClient(dbUrl, dbUser, dbPassword)) {
+      dbClient.processResults(
+          "select code, name from class",
+          rs -> {
+            try {
+              map.put(rs.getString("code"), rs.getString("name"));
+            } catch (final SQLException e) {
+              e.printStackTrace();
+            }
+          });
     }
 
-    private static List<Oaf> convertToListOaf(
-            final String id, final String s, final Map<String, String> code2name) {
-        final String type = StringUtils.substringAfter(id, ":");
+    log.info("Found " + map.size() + " terms.");
 
-        switch (type.toLowerCase()) {
-            case "native_oaf":
-                return new OafToOafMapper(code2name).processMdRecord(s);
-            case "native_odf":
-                return new OdfToOafMapper(code2name).processMdRecord(s);
-            case "datasource":
-                return Arrays.asList(convertFromJson(s, Datasource.class));
-            case "organization":
-                return Arrays.asList(convertFromJson(s, Organization.class));
-            case "project":
-                return Arrays.asList(convertFromJson(s, Project.class));
-            case "relation":
-                return Arrays.asList(convertFromJson(s, Relation.class));
-            case "publication":
-                return Arrays.asList(convertFromJson(s, Publication.class));
-            case "dataset":
-                return Arrays.asList(convertFromJson(s, Dataset.class));
-            case "software":
-                return Arrays.asList(convertFromJson(s, Software.class));
-            case "otherresearchproducts":
-            default:
-                return Arrays.asList(convertFromJson(s, OtherResearchProduct.class));
-        }
+    return map;
+  }
+
+  private static Oaf convertFromJson(final String s, final Class<? extends Oaf> clazz) {
+    try {
+      return OBJECT_MAPPER.readValue(s, clazz);
+    } catch (final Exception e) {
+      log.error("Error parsing object of class: " + clazz);
+      log.error(s);
+      throw new RuntimeException(e);
     }
+  }
 
-    private static Map<String, String> loadClassNames(
-            final String dbUrl, final String dbUser, final String dbPassword) throws IOException {
-
-        log.info("Loading vocabulary terms from db...");
-
-        final Map<String, String> map = new HashMap<>();
-
-        try (DbClient dbClient = new DbClient(dbUrl, dbUser, dbPassword)) {
-            dbClient.processResults(
-                    "select code, name from class",
-                    rs -> {
-                        try {
-                            map.put(rs.getString("code"), rs.getString("name"));
-                        } catch (final SQLException e) {
-                            e.printStackTrace();
-                        }
-                    });
-        }
-
-        log.info("Found " + map.size() + " terms.");
-
-        return map;
+  private static boolean exists(final JavaSparkContext context, final String pathToFile) {
+    try {
+      final FileSystem hdfs = FileSystem.get(context.hadoopConfiguration());
+      final Path path = new Path(pathToFile);
+      return hdfs.exists(path);
+    } catch (final IOException e) {
+      throw new RuntimeException(e);
     }
+  }
 
-    private static String convertToJson(final Oaf oaf) {
-        try {
-            return new ObjectMapper().writeValueAsString(oaf);
-        } catch (final Exception e) {
-            throw new RuntimeException(e);
-        }
-    }
-
-    private static Oaf convertFromJson(final String s, final Class<? extends Oaf> clazz) {
-        try {
-            return new ObjectMapper().readValue(s, clazz);
-        } catch (final Exception e) {
-            log.error("Error parsing object of class: " + clazz);
-            log.error(s);
-            throw new RuntimeException(e);
-        }
-    }
-
-    private static boolean exists(final JavaSparkContext context, final String pathToFile) {
-        try {
-            final FileSystem hdfs = FileSystem.get(context.hadoopConfiguration());
-            final Path path = new Path(pathToFile);
-            return hdfs.exists(path);
-        } catch (final IOException e) {
-            throw new RuntimeException(e);
-        }
-    }
-
-    private static void removeOutputDir(SparkSession spark, String path) {
-        HdfsSupport.remove(path, spark.sparkContext().hadoopConfiguration());
-    }
+  private static void removeOutputDir(SparkSession spark, String path) {
+    HdfsSupport.remove(path, spark.sparkContext().hadoopConfiguration());
+  }
 }
diff --git a/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/raw/MergeClaimsApplication.java b/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/raw/MergeClaimsApplication.java
index 130b826e93..7667735cb9 100644
--- a/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/raw/MergeClaimsApplication.java
+++ b/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/raw/MergeClaimsApplication.java
@@ -1,7 +1,6 @@
 package eu.dnetlib.dhp.oa.graph.raw;
 
 import static eu.dnetlib.dhp.common.SparkSessionSupport.runWithSparkSession;
-import static eu.dnetlib.dhp.schema.common.ModelSupport.isSubClass;
 
 import com.fasterxml.jackson.databind.ObjectMapper;
 import eu.dnetlib.dhp.application.ArgumentApplicationParser;
@@ -10,7 +9,6 @@ import eu.dnetlib.dhp.schema.common.ModelSupport;
 import eu.dnetlib.dhp.schema.oaf.*;
 import java.util.Objects;
 import java.util.Optional;
-import java.util.function.Function;
 import org.apache.commons.io.IOUtils;
 import org.apache.spark.SparkConf;
 import org.apache.spark.api.java.JavaSparkContext;
@@ -26,183 +24,109 @@ import scala.Tuple2;
 
 public class MergeClaimsApplication {
 
-    private static final Logger log = LoggerFactory.getLogger(MergeClaimsApplication.class);
+  private static final Logger log = LoggerFactory.getLogger(MergeClaimsApplication.class);
 
-    private static final ObjectMapper OBJECT_MAPPER = new ObjectMapper();
+  private static final ObjectMapper OBJECT_MAPPER = new ObjectMapper();
 
-    public static void main(final String[] args) throws Exception {
-        final ArgumentApplicationParser parser =
-                new ArgumentApplicationParser(
-                        IOUtils.toString(
-                                MigrateMongoMdstoresApplication.class.getResourceAsStream(
-                                        "/eu/dnetlib/dhp/oa/graph/merge_claims_parameters.json")));
-        parser.parseArgument(args);
+  public static void main(final String[] args) throws Exception {
+    final ArgumentApplicationParser parser =
+        new ArgumentApplicationParser(
+            IOUtils.toString(
+                MigrateMongoMdstoresApplication.class.getResourceAsStream(
+                    "/eu/dnetlib/dhp/oa/graph/merge_claims_parameters.json")));
+    parser.parseArgument(args);
 
-        Boolean isSparkSessionManaged =
-                Optional.ofNullable(parser.get("isSparkSessionManaged"))
-                        .map(Boolean::valueOf)
-                        .orElse(Boolean.TRUE);
-        log.info("isSparkSessionManaged: {}", isSparkSessionManaged);
+    Boolean isSparkSessionManaged =
+        Optional.ofNullable(parser.get("isSparkSessionManaged"))
+            .map(Boolean::valueOf)
+            .orElse(Boolean.TRUE);
+    log.info("isSparkSessionManaged: {}", isSparkSessionManaged);
 
-        final String rawGraphPath = parser.get("rawGraphPath");
-        log.info("rawGraphPath: {}", rawGraphPath);
+    final String rawGraphPath = parser.get("rawGraphPath");
+    log.info("rawGraphPath: {}", rawGraphPath);
 
-        final String claimsGraphPath = parser.get("claimsGraphPath");
-        log.info("claimsGraphPath: {}", claimsGraphPath);
+    final String claimsGraphPath = parser.get("claimsGraphPath");
+    log.info("claimsGraphPath: {}", claimsGraphPath);
 
-        final String outputRawGaphPath = parser.get("outputRawGaphPath");
-        log.info("outputRawGaphPath: {}", outputRawGaphPath);
+    final String outputRawGaphPath = parser.get("outputRawGaphPath");
+    log.info("outputRawGaphPath: {}", outputRawGaphPath);
 
-        String graphTableClassName = parser.get("graphTableClassName");
-        log.info("graphTableClassName: {}", graphTableClassName);
+    String graphTableClassName = parser.get("graphTableClassName");
+    log.info("graphTableClassName: {}", graphTableClassName);
 
-        Class<? extends Oaf> clazz = (Class<? extends Oaf>) Class.forName(graphTableClassName);
+    Class<? extends Oaf> clazz = (Class<? extends Oaf>) Class.forName(graphTableClassName);
 
-        SparkConf conf = new SparkConf();
-        conf.set("spark.serializer", "org.apache.spark.serializer.KryoSerializer");
-        conf.registerKryoClasses(ModelSupport.getOafModelClasses());
+    SparkConf conf = new SparkConf();
+    conf.set("spark.serializer", "org.apache.spark.serializer.KryoSerializer");
+    conf.registerKryoClasses(ModelSupport.getOafModelClasses());
 
-        runWithSparkSession(
-                conf,
-                isSparkSessionManaged,
-                spark -> {
-                    String type = clazz.getSimpleName().toLowerCase();
+    runWithSparkSession(
+        conf,
+        isSparkSessionManaged,
+        spark -> {
+          String type = clazz.getSimpleName().toLowerCase();
 
-                    String rawPath = rawGraphPath + "/" + type;
-                    String claimPath = claimsGraphPath + "/" + type;
-                    String outPath = outputRawGaphPath + "/" + type;
+          String rawPath = rawGraphPath + "/" + type;
+          String claimPath = claimsGraphPath + "/" + type;
+          String outPath = outputRawGaphPath + "/" + type;
 
-                    removeOutputDir(spark, outPath);
-                    mergeByType(spark, rawPath, claimPath, outPath, clazz);
-                });
-    }
+          removeOutputDir(spark, outPath);
+          mergeByType(spark, rawPath, claimPath, outPath, clazz);
+        });
+  }
 
-    private static <T extends Oaf> void mergeByType(
-            SparkSession spark, String rawPath, String claimPath, String outPath, Class<T> clazz) {
-        Dataset<Tuple2<String, T>> raw =
-                readFromPath(spark, rawPath, clazz)
-                        .map(
-                                (MapFunction<T, Tuple2<String, T>>)
-                                        value -> new Tuple2<>(idFn().apply(value), value),
-                                Encoders.tuple(Encoders.STRING(), Encoders.kryo(clazz)));
+  private static <T extends Oaf> void mergeByType(
+      SparkSession spark, String rawPath, String claimPath, String outPath, Class<T> clazz) {
+    Dataset<Tuple2<String, T>> raw =
+        readFromPath(spark, rawPath, clazz)
+            .map(
+                (MapFunction<T, Tuple2<String, T>>)
+                    value -> new Tuple2<>(ModelSupport.idFn().apply(value), value),
+                Encoders.tuple(Encoders.STRING(), Encoders.kryo(clazz)));
 
-        final JavaSparkContext jsc = JavaSparkContext.fromSparkContext(spark.sparkContext());
-        Dataset<Tuple2<String, T>> claim =
-                jsc.broadcast(readFromPath(spark, claimPath, clazz))
-                        .getValue()
-                        .map(
-                                (MapFunction<T, Tuple2<String, T>>)
-                                        value -> new Tuple2<>(idFn().apply(value), value),
-                                Encoders.tuple(Encoders.STRING(), Encoders.kryo(clazz)));
+    final JavaSparkContext jsc = JavaSparkContext.fromSparkContext(spark.sparkContext());
+    Dataset<Tuple2<String, T>> claim =
+        jsc.broadcast(readFromPath(spark, claimPath, clazz))
+            .getValue()
+            .map(
+                (MapFunction<T, Tuple2<String, T>>)
+                    value -> new Tuple2<>(ModelSupport.idFn().apply(value), value),
+                Encoders.tuple(Encoders.STRING(), Encoders.kryo(clazz)));
 
-        /*
-        Dataset<Tuple2<String, T>> claim = readFromPath(spark, claimPath, clazz)
-        		.map((MapFunction<T, Tuple2<String, T>>) value -> new Tuple2<>(idFn().apply(value), value), Encoders.tuple(Encoders.STRING(), Encoders.kryo(clazz)));
-        */
+    raw.joinWith(claim, raw.col("_1").equalTo(claim.col("_1")), "full_outer")
+        .map(
+            (MapFunction<Tuple2<Tuple2<String, T>, Tuple2<String, T>>, T>)
+                value -> {
+                  Optional<Tuple2<String, T>> opRaw = Optional.ofNullable(value._1());
+                  Optional<Tuple2<String, T>> opClaim = Optional.ofNullable(value._2());
 
-        raw.joinWith(claim, raw.col("_1").equalTo(claim.col("_1")), "full_outer")
-                .map(
-                        (MapFunction<Tuple2<Tuple2<String, T>, Tuple2<String, T>>, T>)
-                                value -> {
-                                    Optional<Tuple2<String, T>> opRaw =
-                                            Optional.ofNullable(value._1());
-                                    Optional<Tuple2<String, T>> opClaim =
-                                            Optional.ofNullable(value._2());
+                  return opRaw.isPresent()
+                      ? opRaw.get()._2()
+                      : opClaim.isPresent() ? opClaim.get()._2() : null;
+                },
+            Encoders.bean(clazz))
+        .filter(Objects::nonNull)
+        .map(
+            (MapFunction<T, String>) value -> OBJECT_MAPPER.writeValueAsString(value),
+            Encoders.STRING())
+        .write()
+        .mode(SaveMode.Overwrite)
+        .option("compression", "gzip")
+        .text(outPath);
+  }
 
-                                    return opRaw.isPresent()
-                                            ? opRaw.get()._2()
-                                            : opClaim.isPresent() ? opClaim.get()._2() : null;
-                                },
-                        Encoders.bean(clazz))
-                .filter(Objects::nonNull)
-                .map(
-                        (MapFunction<T, String>) value -> OBJECT_MAPPER.writeValueAsString(value),
-                        Encoders.STRING())
-                .write()
-                .mode(SaveMode.Overwrite)
-                .option("compression", "gzip")
-                .text(outPath);
-    }
+  private static <T extends Oaf> Dataset<T> readFromPath(
+      SparkSession spark, String path, Class<T> clazz) {
+    return spark
+        .read()
+        .textFile(path)
+        .map(
+            (MapFunction<String, T>) value -> OBJECT_MAPPER.readValue(value, clazz),
+            Encoders.bean(clazz))
+        .filter((FilterFunction<T>) value -> Objects.nonNull(ModelSupport.idFn().apply(value)));
+  }
 
-    private static <T extends Oaf> Dataset<T> readFromPath(
-            SparkSession spark, String path, Class<T> clazz) {
-        return spark.read()
-                .textFile(path)
-                .map(
-                        (MapFunction<String, T>) value -> OBJECT_MAPPER.readValue(value, clazz),
-                        Encoders.bean(clazz))
-                .filter((FilterFunction<T>) value -> Objects.nonNull(idFn().apply(value)));
-        /*
-        return spark.read()
-        		.load(path)
-        		.as(Encoders.bean(clazz))
-        		.filter((FilterFunction<T>) value -> Objects.nonNull(idFn().apply(value)));
-         */
-    }
-
-    private static void removeOutputDir(SparkSession spark, String path) {
-        HdfsSupport.remove(path, spark.sparkContext().hadoopConfiguration());
-    }
-
-    private static <T extends Oaf> Function<T, String> idFn() {
-        return x -> {
-            if (isSubClass(x, Relation.class)) {
-                return idFnForRelation(x);
-            }
-            return idFnForOafEntity(x);
-        };
-    }
-
-    private static <T extends Oaf> String idFnForRelation(T t) {
-        Relation r = (Relation) t;
-        return Optional.ofNullable(r.getSource())
-                .map(
-                        source ->
-                                Optional.ofNullable(r.getTarget())
-                                        .map(
-                                                target ->
-                                                        Optional.ofNullable(r.getRelType())
-                                                                .map(
-                                                                        relType ->
-                                                                                Optional.ofNullable(
-                                                                                                r
-                                                                                                        .getSubRelType())
-                                                                                        .map(
-                                                                                                subRelType ->
-                                                                                                        Optional
-                                                                                                                .ofNullable(
-                                                                                                                        r
-                                                                                                                                .getRelClass())
-                                                                                                                .map(
-                                                                                                                        relClass ->
-                                                                                                                                String
-                                                                                                                                        .join(
-                                                                                                                                                source,
-                                                                                                                                                target,
-                                                                                                                                                relType,
-                                                                                                                                                subRelType,
-                                                                                                                                                relClass))
-                                                                                                                .orElse(
-                                                                                                                        String
-                                                                                                                                .join(
-                                                                                                                                        source,
-                                                                                                                                        target,
-                                                                                                                                        relType,
-                                                                                                                                        subRelType)))
-                                                                                        .orElse(
-                                                                                                String
-                                                                                                        .join(
-                                                                                                                source,
-                                                                                                                target,
-                                                                                                                relType)))
-                                                                .orElse(
-                                                                        String.join(
-                                                                                source, target)))
-                                        .orElse(source))
-                .orElse(null);
-    }
-
-    private static <T extends Oaf> String idFnForOafEntity(T t) {
-        return ((OafEntity) t).getId();
-    }
+  private static void removeOutputDir(SparkSession spark, String path) {
+    HdfsSupport.remove(path, spark.sparkContext().hadoopConfiguration());
+  }
 }
diff --git a/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/raw/MigrateDbEntitiesApplication.java b/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/raw/MigrateDbEntitiesApplication.java
index b59056528a..f048698c87 100644
--- a/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/raw/MigrateDbEntitiesApplication.java
+++ b/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/raw/MigrateDbEntitiesApplication.java
@@ -48,514 +48,495 @@ import org.apache.commons.logging.Log;
 import org.apache.commons.logging.LogFactory;
 
 public class MigrateDbEntitiesApplication extends AbstractMigrationApplication
-        implements Closeable {
+    implements Closeable {
 
-    private static final Log log = LogFactory.getLog(MigrateDbEntitiesApplication.class);
+  private static final Log log = LogFactory.getLog(MigrateDbEntitiesApplication.class);
 
-    private final DbClient dbClient;
+  private final DbClient dbClient;
 
-    private final long lastUpdateTimestamp;
+  private final long lastUpdateTimestamp;
 
-    public static void main(final String[] args) throws Exception {
-        final ArgumentApplicationParser parser =
-                new ArgumentApplicationParser(
-                        IOUtils.toString(
-                                MigrateDbEntitiesApplication.class.getResourceAsStream(
-                                        "/eu/dnetlib/dhp/oa/graph/migrate_db_entities_parameters.json")));
+  public static void main(final String[] args) throws Exception {
+    final ArgumentApplicationParser parser =
+        new ArgumentApplicationParser(
+            IOUtils.toString(
+                MigrateDbEntitiesApplication.class.getResourceAsStream(
+                    "/eu/dnetlib/dhp/oa/graph/migrate_db_entities_parameters.json")));
 
-        parser.parseArgument(args);
+    parser.parseArgument(args);
 
-        final String dbUrl = parser.get("postgresUrl");
-        final String dbUser = parser.get("postgresUser");
-        final String dbPassword = parser.get("postgresPassword");
+    final String dbUrl = parser.get("postgresUrl");
+    final String dbUser = parser.get("postgresUser");
+    final String dbPassword = parser.get("postgresPassword");
 
-        final String hdfsPath = parser.get("hdfsPath");
+    final String hdfsPath = parser.get("hdfsPath");
 
-        final boolean processClaims =
-                parser.get("action") != null && parser.get("action").equalsIgnoreCase("claims");
+    final boolean processClaims =
+        parser.get("action") != null && parser.get("action").equalsIgnoreCase("claims");
 
-        try (final MigrateDbEntitiesApplication smdbe =
-                new MigrateDbEntitiesApplication(hdfsPath, dbUrl, dbUser, dbPassword)) {
-            if (processClaims) {
-                log.info("Processing claims...");
-                smdbe.execute("queryClaims.sql", smdbe::processClaims);
-            } else {
-                log.info("Processing datasources...");
-                smdbe.execute("queryDatasources.sql", smdbe::processDatasource);
+    try (final MigrateDbEntitiesApplication smdbe =
+        new MigrateDbEntitiesApplication(hdfsPath, dbUrl, dbUser, dbPassword)) {
+      if (processClaims) {
+        log.info("Processing claims...");
+        smdbe.execute("queryClaims.sql", smdbe::processClaims);
+      } else {
+        log.info("Processing datasources...");
+        smdbe.execute("queryDatasources.sql", smdbe::processDatasource);
 
-                log.info("Processing projects...");
-                smdbe.execute("queryProjects.sql", smdbe::processProject);
+        log.info("Processing projects...");
+        smdbe.execute("queryProjects.sql", smdbe::processProject);
 
-                log.info("Processing orgs...");
-                smdbe.execute("queryOrganizations.sql", smdbe::processOrganization);
+        log.info("Processing orgs...");
+        smdbe.execute("queryOrganizations.sql", smdbe::processOrganization);
 
-                log.info("Processing relations ds <-> orgs ...");
-                smdbe.execute(
-                        "queryDatasourceOrganization.sql", smdbe::processDatasourceOrganization);
+        log.info("Processing relations ds <-> orgs ...");
+        smdbe.execute("queryDatasourceOrganization.sql", smdbe::processDatasourceOrganization);
 
-                log.info("Processing projects <-> orgs ...");
-                smdbe.execute("queryProjectOrganization.sql", smdbe::processProjectOrganization);
-            }
-            log.info("All done.");
+        log.info("Processing projects <-> orgs ...");
+        smdbe.execute("queryProjectOrganization.sql", smdbe::processProjectOrganization);
+      }
+      log.info("All done.");
+    }
+  }
+
+  protected MigrateDbEntitiesApplication() { // ONLY FOR UNIT TEST
+    super();
+    this.dbClient = null;
+    this.lastUpdateTimestamp = new Date().getTime();
+  }
+
+  public MigrateDbEntitiesApplication(
+      final String hdfsPath, final String dbUrl, final String dbUser, final String dbPassword)
+      throws Exception {
+    super(hdfsPath);
+    this.dbClient = new DbClient(dbUrl, dbUser, dbPassword);
+    this.lastUpdateTimestamp = new Date().getTime();
+  }
+
+  public void execute(final String sqlFile, final Function<ResultSet, List<Oaf>> producer)
+      throws Exception {
+    final String sql =
+        IOUtils.toString(getClass().getResourceAsStream("/eu/dnetlib/dhp/oa/graph/sql/" + sqlFile));
+
+    final Consumer<ResultSet> consumer = rs -> producer.apply(rs).forEach(oaf -> emitOaf(oaf));
+
+    dbClient.processResults(sql, consumer);
+  }
+
+  public List<Oaf> processDatasource(final ResultSet rs) {
+
+    try {
+
+      final DataInfo info = prepareDataInfo(rs);
+
+      final Datasource ds = new Datasource();
+
+      ds.setId(createOpenaireId(10, rs.getString("datasourceid"), true));
+      ds.setOriginalId(Arrays.asList(rs.getString("datasourceid")));
+      ds.setCollectedfrom(
+          listKeyValues(
+              createOpenaireId(10, rs.getString("collectedfromid"), true),
+              rs.getString("collectedfromname")));
+      ds.setPid(new ArrayList<>());
+      ds.setDateofcollection(asString(rs.getDate("dateofcollection")));
+      ds.setDateoftransformation(null); // Value not returned by the SQL query
+      ds.setExtraInfo(new ArrayList<>()); // Values not present in the DB
+      ds.setOaiprovenance(null); // Values not present in the DB
+      ds.setDatasourcetype(prepareQualifierSplitting(rs.getString("datasourcetype")));
+      ds.setOpenairecompatibility(prepareQualifierSplitting(rs.getString("openairecompatibility")));
+      ds.setOfficialname(field(rs.getString("officialname"), info));
+      ds.setEnglishname(field(rs.getString("englishname"), info));
+      ds.setWebsiteurl(field(rs.getString("websiteurl"), info));
+      ds.setLogourl(field(rs.getString("logourl"), info));
+      ds.setContactemail(field(rs.getString("contactemail"), info));
+      ds.setNamespaceprefix(field(rs.getString("namespaceprefix"), info));
+      ds.setLatitude(field(Double.toString(rs.getDouble("latitude")), info));
+      ds.setLongitude(field(Double.toString(rs.getDouble("longitude")), info));
+      ds.setDateofvalidation(field(asString(rs.getDate("dateofvalidation")), info));
+      ds.setDescription(field(rs.getString("description"), info));
+      ds.setSubjects(prepareListOfStructProps(rs.getArray("subjects"), info));
+      ds.setOdnumberofitems(field(Double.toString(rs.getInt("odnumberofitems")), info));
+      ds.setOdnumberofitemsdate(field(asString(rs.getDate("odnumberofitemsdate")), info));
+      ds.setOdpolicies(field(rs.getString("odpolicies"), info));
+      ds.setOdlanguages(prepareListFields(rs.getArray("odlanguages"), info));
+      ds.setOdcontenttypes(prepareListFields(rs.getArray("odcontenttypes"), info));
+      ds.setAccessinfopackage(prepareListFields(rs.getArray("accessinfopackage"), info));
+      ds.setReleasestartdate(field(asString(rs.getDate("releasestartdate")), info));
+      ds.setReleaseenddate(field(asString(rs.getDate("releaseenddate")), info));
+      ds.setMissionstatementurl(field(rs.getString("missionstatementurl"), info));
+      ds.setDataprovider(field(rs.getBoolean("dataprovider"), info));
+      ds.setServiceprovider(field(rs.getBoolean("serviceprovider"), info));
+      ds.setDatabaseaccesstype(field(rs.getString("databaseaccesstype"), info));
+      ds.setDatauploadtype(field(rs.getString("datauploadtype"), info));
+      ds.setDatabaseaccessrestriction(field(rs.getString("databaseaccessrestriction"), info));
+      ds.setDatauploadrestriction(field(rs.getString("datauploadrestriction"), info));
+      ds.setVersioning(field(rs.getBoolean("versioning"), info));
+      ds.setCitationguidelineurl(field(rs.getString("citationguidelineurl"), info));
+      ds.setQualitymanagementkind(field(rs.getString("qualitymanagementkind"), info));
+      ds.setPidsystems(field(rs.getString("pidsystems"), info));
+      ds.setCertificates(field(rs.getString("certificates"), info));
+      ds.setPolicies(new ArrayList<>()); // The sql query returns an empty array
+      ds.setJournal(
+          prepareJournal(rs.getString("officialname"), rs.getString("journal"), info)); // Journal
+      ds.setDataInfo(info);
+      ds.setLastupdatetimestamp(lastUpdateTimestamp);
+
+      return Arrays.asList(ds);
+    } catch (final Exception e) {
+      throw new RuntimeException(e);
+    }
+  }
+
+  public List<Oaf> processProject(final ResultSet rs) {
+    try {
+
+      final DataInfo info = prepareDataInfo(rs);
+
+      final Project p = new Project();
+
+      p.setId(createOpenaireId(40, rs.getString("projectid"), true));
+      p.setOriginalId(Arrays.asList(rs.getString("projectid")));
+      p.setCollectedfrom(
+          listKeyValues(
+              createOpenaireId(10, rs.getString("collectedfromid"), true),
+              rs.getString("collectedfromname")));
+      p.setPid(new ArrayList<>());
+      p.setDateofcollection(asString(rs.getDate("dateofcollection")));
+      p.setDateoftransformation(asString(rs.getDate("dateoftransformation")));
+      p.setExtraInfo(new ArrayList<>()); // Values not present in the DB
+      p.setOaiprovenance(null); // Values not present in the DB
+      p.setWebsiteurl(field(rs.getString("websiteurl"), info));
+      p.setCode(field(rs.getString("code"), info));
+      p.setAcronym(field(rs.getString("acronym"), info));
+      p.setTitle(field(rs.getString("title"), info));
+      p.setStartdate(field(asString(rs.getDate("startdate")), info));
+      p.setEnddate(field(asString(rs.getDate("enddate")), info));
+      p.setCallidentifier(field(rs.getString("callidentifier"), info));
+      p.setKeywords(field(rs.getString("keywords"), info));
+      p.setDuration(field(Integer.toString(rs.getInt("duration")), info));
+      p.setEcsc39(field(Boolean.toString(rs.getBoolean("ecsc39")), info));
+      p.setOamandatepublications(
+          field(Boolean.toString(rs.getBoolean("oamandatepublications")), info));
+      p.setEcarticle29_3(field(Boolean.toString(rs.getBoolean("ecarticle29_3")), info));
+      p.setSubjects(prepareListOfStructProps(rs.getArray("subjects"), info));
+      p.setFundingtree(prepareListFields(rs.getArray("fundingtree"), info));
+      p.setContracttype(prepareQualifierSplitting(rs.getString("contracttype")));
+      p.setOptional1(field(rs.getString("optional1"), info));
+      p.setOptional2(field(rs.getString("optional2"), info));
+      p.setJsonextrainfo(field(rs.getString("jsonextrainfo"), info));
+      p.setContactfullname(field(rs.getString("contactfullname"), info));
+      p.setContactfax(field(rs.getString("contactfax"), info));
+      p.setContactphone(field(rs.getString("contactphone"), info));
+      p.setContactemail(field(rs.getString("contactemail"), info));
+      p.setSummary(field(rs.getString("summary"), info));
+      p.setCurrency(field(rs.getString("currency"), info));
+      p.setTotalcost(new Float(rs.getDouble("totalcost")));
+      p.setFundedamount(new Float(rs.getDouble("fundedamount")));
+      p.setDataInfo(info);
+      p.setLastupdatetimestamp(lastUpdateTimestamp);
+
+      return Arrays.asList(p);
+
+    } catch (final Exception e) {
+      throw new RuntimeException(e);
+    }
+  }
+
+  public List<Oaf> processOrganization(final ResultSet rs) {
+
+    try {
+
+      final DataInfo info = prepareDataInfo(rs);
+
+      final Organization o = new Organization();
+
+      o.setId(createOpenaireId(20, rs.getString("organizationid"), true));
+      o.setOriginalId(Arrays.asList(rs.getString("organizationid")));
+      o.setCollectedfrom(
+          listKeyValues(
+              createOpenaireId(10, rs.getString("collectedfromid"), true),
+              rs.getString("collectedfromname")));
+      o.setPid(new ArrayList<>());
+      o.setDateofcollection(asString(rs.getDate("dateofcollection")));
+      o.setDateoftransformation(asString(rs.getDate("dateoftransformation")));
+      o.setExtraInfo(new ArrayList<>()); // Values not present in the DB
+      o.setOaiprovenance(null); // Values not present in the DB
+      o.setLegalshortname(field(rs.getString("legalshortname"), info));
+      o.setLegalname(field(rs.getString("legalname"), info));
+      o.setAlternativeNames(new ArrayList<>()); // Values not returned by the SQL query
+      o.setWebsiteurl(field(rs.getString("websiteurl"), info));
+      o.setLogourl(field(rs.getString("logourl"), info));
+      o.setEclegalbody(field(Boolean.toString(rs.getBoolean("eclegalbody")), info));
+      o.setEclegalperson(field(Boolean.toString(rs.getBoolean("eclegalperson")), info));
+      o.setEcnonprofit(field(Boolean.toString(rs.getBoolean("ecnonprofit")), info));
+      o.setEcresearchorganization(
+          field(Boolean.toString(rs.getBoolean("ecresearchorganization")), info));
+      o.setEchighereducation(field(Boolean.toString(rs.getBoolean("echighereducation")), info));
+      o.setEcinternationalorganizationeurinterests(
+          field(Boolean.toString(rs.getBoolean("ecinternationalorganizationeurinterests")), info));
+      o.setEcinternationalorganization(
+          field(Boolean.toString(rs.getBoolean("ecinternationalorganization")), info));
+      o.setEcenterprise(field(Boolean.toString(rs.getBoolean("ecenterprise")), info));
+      o.setEcsmevalidated(field(Boolean.toString(rs.getBoolean("ecsmevalidated")), info));
+      o.setEcnutscode(field(Boolean.toString(rs.getBoolean("ecnutscode")), info));
+      o.setCountry(prepareQualifierSplitting(rs.getString("country")));
+      o.setDataInfo(info);
+      o.setLastupdatetimestamp(lastUpdateTimestamp);
+
+      return Arrays.asList(o);
+    } catch (final Exception e) {
+      throw new RuntimeException(e);
+    }
+  }
+
+  public List<Oaf> processDatasourceOrganization(final ResultSet rs) {
+    try {
+      final DataInfo info = prepareDataInfo(rs);
+      final String orgId = createOpenaireId(20, rs.getString("organization"), true);
+      final String dsId = createOpenaireId(10, rs.getString("datasource"), true);
+      final List<KeyValue> collectedFrom =
+          listKeyValues(
+              createOpenaireId(10, rs.getString("collectedfromid"), true),
+              rs.getString("collectedfromname"));
+
+      final Relation r1 = new Relation();
+      r1.setRelType("datasourceOrganization");
+      r1.setSubRelType("provision");
+      r1.setRelClass("isProvidedBy");
+      r1.setSource(dsId);
+      r1.setTarget(orgId);
+      r1.setCollectedfrom(collectedFrom);
+      r1.setDataInfo(info);
+      r1.setLastupdatetimestamp(lastUpdateTimestamp);
+
+      final Relation r2 = new Relation();
+      r2.setRelType("datasourceOrganization");
+      r2.setSubRelType("provision");
+      r2.setRelClass("provides");
+      r2.setSource(orgId);
+      r2.setTarget(dsId);
+      r2.setCollectedfrom(collectedFrom);
+      r2.setDataInfo(info);
+      r2.setLastupdatetimestamp(lastUpdateTimestamp);
+
+      return Arrays.asList(r1, r2);
+    } catch (final Exception e) {
+      throw new RuntimeException(e);
+    }
+  }
+
+  public List<Oaf> processProjectOrganization(final ResultSet rs) {
+    try {
+      final DataInfo info = prepareDataInfo(rs);
+      final String orgId = createOpenaireId(20, rs.getString("resporganization"), true);
+      final String projectId = createOpenaireId(40, rs.getString("project"), true);
+      final List<KeyValue> collectedFrom =
+          listKeyValues(
+              createOpenaireId(10, rs.getString("collectedfromid"), true),
+              rs.getString("collectedfromname"));
+
+      final Relation r1 = new Relation();
+      r1.setRelType("projectOrganization");
+      r1.setSubRelType("participation");
+      r1.setRelClass("hasParticipant");
+      r1.setSource(projectId);
+      r1.setTarget(orgId);
+      r1.setCollectedfrom(collectedFrom);
+      r1.setDataInfo(info);
+      r1.setLastupdatetimestamp(lastUpdateTimestamp);
+
+      final Relation r2 = new Relation();
+      r2.setRelType("projectOrganization");
+      r2.setSubRelType("participation");
+      r2.setRelClass("isParticipant");
+      r2.setSource(orgId);
+      r2.setTarget(projectId);
+      r2.setCollectedfrom(collectedFrom);
+      r2.setDataInfo(info);
+      r2.setLastupdatetimestamp(lastUpdateTimestamp);
+
+      return Arrays.asList(r1, r2);
+    } catch (final Exception e) {
+      throw new RuntimeException(e);
+    }
+  }
+
+  public List<Oaf> processClaims(final ResultSet rs) {
+
+    final DataInfo info =
+        dataInfo(
+            false,
+            null,
+            false,
+            false,
+            qualifier(
+                "user:claim", "user:claim", "dnet:provenanceActions", "dnet:provenanceActions"),
+            "0.9");
+
+    final List<KeyValue> collectedFrom =
+        listKeyValues(createOpenaireId(10, "infrastruct_::openaire", true), "OpenAIRE");
+
+    try {
+
+      if (rs.getString("source_type").equals("context")) {
+        final Result r;
+
+        if (rs.getString("target_type").equals("dataset")) {
+          r = new Dataset();
+          r.setResulttype(MigrationConstants.DATASET_RESULTTYPE_QUALIFIER);
+        } else if (rs.getString("target_type").equals("software")) {
+          r = new Software();
+          r.setResulttype(MigrationConstants.SOFTWARE_RESULTTYPE_QUALIFIER);
+        } else if (rs.getString("target_type").equals("other")) {
+          r = new OtherResearchProduct();
+          r.setResulttype(MigrationConstants.OTHER_RESULTTYPE_QUALIFIER);
+        } else {
+          r = new Publication();
+          r.setResulttype(MigrationConstants.PUBLICATION_RESULTTYPE_QUALIFIER);
         }
-    }
+        r.setId(createOpenaireId(50, rs.getString("target_id"), false));
+        r.setLastupdatetimestamp(lastUpdateTimestamp);
+        r.setContext(prepareContext(rs.getString("source_id"), info));
+        r.setDataInfo(info);
+        r.setCollectedfrom(collectedFrom);
 
-    protected MigrateDbEntitiesApplication() { // ONLY FOR UNIT TEST
-        super();
-        this.dbClient = null;
-        this.lastUpdateTimestamp = new Date().getTime();
-    }
+        return Arrays.asList(r);
+      } else {
+        final String sourceId =
+            createOpenaireId(rs.getString("source_type"), rs.getString("source_id"), false);
+        final String targetId =
+            createOpenaireId(rs.getString("target_type"), rs.getString("target_id"), false);
 
-    public MigrateDbEntitiesApplication(
-            final String hdfsPath, final String dbUrl, final String dbUser, final String dbPassword)
-            throws Exception {
-        super(hdfsPath);
-        this.dbClient = new DbClient(dbUrl, dbUser, dbPassword);
-        this.lastUpdateTimestamp = new Date().getTime();
-    }
+        final Relation r1 = new Relation();
+        final Relation r2 = new Relation();
 
-    public void execute(final String sqlFile, final Function<ResultSet, List<Oaf>> producer)
-            throws Exception {
-        final String sql =
-                IOUtils.toString(
-                        getClass().getResourceAsStream("/eu/dnetlib/dhp/oa/graph/sql/" + sqlFile));
+        if (rs.getString("source_type").equals("project")) {
+          r1.setCollectedfrom(collectedFrom);
+          r1.setRelType("resultProject");
+          r1.setSubRelType("outcome");
+          r1.setRelClass("produces");
 
-        final Consumer<ResultSet> consumer = rs -> producer.apply(rs).forEach(oaf -> emitOaf(oaf));
+          r2.setCollectedfrom(collectedFrom);
+          r2.setRelType("resultProject");
+          r2.setSubRelType("outcome");
+          r2.setRelClass("isProducedBy");
+        } else {
+          r1.setCollectedfrom(collectedFrom);
+          r1.setRelType("resultResult");
+          r1.setSubRelType("relationship");
+          r1.setRelClass("isRelatedTo");
 
-        dbClient.processResults(sql, consumer);
-    }
-
-    public List<Oaf> processDatasource(final ResultSet rs) {
-
-        try {
-
-            final DataInfo info = prepareDataInfo(rs);
-
-            final Datasource ds = new Datasource();
-
-            ds.setId(createOpenaireId(10, rs.getString("datasourceid"), true));
-            ds.setOriginalId(Arrays.asList(rs.getString("datasourceid")));
-            ds.setCollectedfrom(
-                    listKeyValues(
-                            createOpenaireId(10, rs.getString("collectedfromid"), true),
-                            rs.getString("collectedfromname")));
-            ds.setPid(new ArrayList<>());
-            ds.setDateofcollection(asString(rs.getDate("dateofcollection")));
-            ds.setDateoftransformation(null); // Value not returned by the SQL query
-            ds.setExtraInfo(new ArrayList<>()); // Values not present in the DB
-            ds.setOaiprovenance(null); // Values not present in the DB
-            ds.setDatasourcetype(prepareQualifierSplitting(rs.getString("datasourcetype")));
-            ds.setOpenairecompatibility(
-                    prepareQualifierSplitting(rs.getString("openairecompatibility")));
-            ds.setOfficialname(field(rs.getString("officialname"), info));
-            ds.setEnglishname(field(rs.getString("englishname"), info));
-            ds.setWebsiteurl(field(rs.getString("websiteurl"), info));
-            ds.setLogourl(field(rs.getString("logourl"), info));
-            ds.setContactemail(field(rs.getString("contactemail"), info));
-            ds.setNamespaceprefix(field(rs.getString("namespaceprefix"), info));
-            ds.setLatitude(field(Double.toString(rs.getDouble("latitude")), info));
-            ds.setLongitude(field(Double.toString(rs.getDouble("longitude")), info));
-            ds.setDateofvalidation(field(asString(rs.getDate("dateofvalidation")), info));
-            ds.setDescription(field(rs.getString("description"), info));
-            ds.setSubjects(prepareListOfStructProps(rs.getArray("subjects"), info));
-            ds.setOdnumberofitems(field(Double.toString(rs.getInt("odnumberofitems")), info));
-            ds.setOdnumberofitemsdate(field(asString(rs.getDate("odnumberofitemsdate")), info));
-            ds.setOdpolicies(field(rs.getString("odpolicies"), info));
-            ds.setOdlanguages(prepareListFields(rs.getArray("odlanguages"), info));
-            ds.setOdcontenttypes(prepareListFields(rs.getArray("odcontenttypes"), info));
-            ds.setAccessinfopackage(prepareListFields(rs.getArray("accessinfopackage"), info));
-            ds.setReleasestartdate(field(asString(rs.getDate("releasestartdate")), info));
-            ds.setReleaseenddate(field(asString(rs.getDate("releaseenddate")), info));
-            ds.setMissionstatementurl(field(rs.getString("missionstatementurl"), info));
-            ds.setDataprovider(field(rs.getBoolean("dataprovider"), info));
-            ds.setServiceprovider(field(rs.getBoolean("serviceprovider"), info));
-            ds.setDatabaseaccesstype(field(rs.getString("databaseaccesstype"), info));
-            ds.setDatauploadtype(field(rs.getString("datauploadtype"), info));
-            ds.setDatabaseaccessrestriction(field(rs.getString("databaseaccessrestriction"), info));
-            ds.setDatauploadrestriction(field(rs.getString("datauploadrestriction"), info));
-            ds.setVersioning(field(rs.getBoolean("versioning"), info));
-            ds.setCitationguidelineurl(field(rs.getString("citationguidelineurl"), info));
-            ds.setQualitymanagementkind(field(rs.getString("qualitymanagementkind"), info));
-            ds.setPidsystems(field(rs.getString("pidsystems"), info));
-            ds.setCertificates(field(rs.getString("certificates"), info));
-            ds.setPolicies(new ArrayList<>()); // The sql query returns an empty array
-            ds.setJournal(
-                    prepareJournal(
-                            rs.getString("officialname"),
-                            rs.getString("journal"),
-                            info)); // Journal
-            ds.setDataInfo(info);
-            ds.setLastupdatetimestamp(lastUpdateTimestamp);
-
-            return Arrays.asList(ds);
-        } catch (final Exception e) {
-            throw new RuntimeException(e);
-        }
-    }
-
-    public List<Oaf> processProject(final ResultSet rs) {
-        try {
-
-            final DataInfo info = prepareDataInfo(rs);
-
-            final Project p = new Project();
-
-            p.setId(createOpenaireId(40, rs.getString("projectid"), true));
-            p.setOriginalId(Arrays.asList(rs.getString("projectid")));
-            p.setCollectedfrom(
-                    listKeyValues(
-                            createOpenaireId(10, rs.getString("collectedfromid"), true),
-                            rs.getString("collectedfromname")));
-            p.setPid(new ArrayList<>());
-            p.setDateofcollection(asString(rs.getDate("dateofcollection")));
-            p.setDateoftransformation(asString(rs.getDate("dateoftransformation")));
-            p.setExtraInfo(new ArrayList<>()); // Values not present in the DB
-            p.setOaiprovenance(null); // Values not present in the DB
-            p.setWebsiteurl(field(rs.getString("websiteurl"), info));
-            p.setCode(field(rs.getString("code"), info));
-            p.setAcronym(field(rs.getString("acronym"), info));
-            p.setTitle(field(rs.getString("title"), info));
-            p.setStartdate(field(asString(rs.getDate("startdate")), info));
-            p.setEnddate(field(asString(rs.getDate("enddate")), info));
-            p.setCallidentifier(field(rs.getString("callidentifier"), info));
-            p.setKeywords(field(rs.getString("keywords"), info));
-            p.setDuration(field(Integer.toString(rs.getInt("duration")), info));
-            p.setEcsc39(field(Boolean.toString(rs.getBoolean("ecsc39")), info));
-            p.setOamandatepublications(
-                    field(Boolean.toString(rs.getBoolean("oamandatepublications")), info));
-            p.setEcarticle29_3(field(Boolean.toString(rs.getBoolean("ecarticle29_3")), info));
-            p.setSubjects(prepareListOfStructProps(rs.getArray("subjects"), info));
-            p.setFundingtree(prepareListFields(rs.getArray("fundingtree"), info));
-            p.setContracttype(prepareQualifierSplitting(rs.getString("contracttype")));
-            p.setOptional1(field(rs.getString("optional1"), info));
-            p.setOptional2(field(rs.getString("optional2"), info));
-            p.setJsonextrainfo(field(rs.getString("jsonextrainfo"), info));
-            p.setContactfullname(field(rs.getString("contactfullname"), info));
-            p.setContactfax(field(rs.getString("contactfax"), info));
-            p.setContactphone(field(rs.getString("contactphone"), info));
-            p.setContactemail(field(rs.getString("contactemail"), info));
-            p.setSummary(field(rs.getString("summary"), info));
-            p.setCurrency(field(rs.getString("currency"), info));
-            p.setTotalcost(new Float(rs.getDouble("totalcost")));
-            p.setFundedamount(new Float(rs.getDouble("fundedamount")));
-            p.setDataInfo(info);
-            p.setLastupdatetimestamp(lastUpdateTimestamp);
-
-            return Arrays.asList(p);
-
-        } catch (final Exception e) {
-            throw new RuntimeException(e);
-        }
-    }
-
-    public List<Oaf> processOrganization(final ResultSet rs) {
-
-        try {
-
-            final DataInfo info = prepareDataInfo(rs);
-
-            final Organization o = new Organization();
-
-            o.setId(createOpenaireId(20, rs.getString("organizationid"), true));
-            o.setOriginalId(Arrays.asList(rs.getString("organizationid")));
-            o.setCollectedfrom(
-                    listKeyValues(
-                            createOpenaireId(10, rs.getString("collectedfromid"), true),
-                            rs.getString("collectedfromname")));
-            o.setPid(new ArrayList<>());
-            o.setDateofcollection(asString(rs.getDate("dateofcollection")));
-            o.setDateoftransformation(asString(rs.getDate("dateoftransformation")));
-            o.setExtraInfo(new ArrayList<>()); // Values not present in the DB
-            o.setOaiprovenance(null); // Values not present in the DB
-            o.setLegalshortname(field(rs.getString("legalshortname"), info));
-            o.setLegalname(field(rs.getString("legalname"), info));
-            o.setAlternativeNames(new ArrayList<>()); // Values not returned by the SQL query
-            o.setWebsiteurl(field(rs.getString("websiteurl"), info));
-            o.setLogourl(field(rs.getString("logourl"), info));
-            o.setEclegalbody(field(Boolean.toString(rs.getBoolean("eclegalbody")), info));
-            o.setEclegalperson(field(Boolean.toString(rs.getBoolean("eclegalperson")), info));
-            o.setEcnonprofit(field(Boolean.toString(rs.getBoolean("ecnonprofit")), info));
-            o.setEcresearchorganization(
-                    field(Boolean.toString(rs.getBoolean("ecresearchorganization")), info));
-            o.setEchighereducation(
-                    field(Boolean.toString(rs.getBoolean("echighereducation")), info));
-            o.setEcinternationalorganizationeurinterests(
-                    field(
-                            Boolean.toString(
-                                    rs.getBoolean("ecinternationalorganizationeurinterests")),
-                            info));
-            o.setEcinternationalorganization(
-                    field(Boolean.toString(rs.getBoolean("ecinternationalorganization")), info));
-            o.setEcenterprise(field(Boolean.toString(rs.getBoolean("ecenterprise")), info));
-            o.setEcsmevalidated(field(Boolean.toString(rs.getBoolean("ecsmevalidated")), info));
-            o.setEcnutscode(field(Boolean.toString(rs.getBoolean("ecnutscode")), info));
-            o.setCountry(prepareQualifierSplitting(rs.getString("country")));
-            o.setDataInfo(info);
-            o.setLastupdatetimestamp(lastUpdateTimestamp);
-
-            return Arrays.asList(o);
-        } catch (final Exception e) {
-            throw new RuntimeException(e);
-        }
-    }
-
-    public List<Oaf> processDatasourceOrganization(final ResultSet rs) {
-        try {
-            final DataInfo info = prepareDataInfo(rs);
-            final String orgId = createOpenaireId(20, rs.getString("organization"), true);
-            final String dsId = createOpenaireId(10, rs.getString("datasource"), true);
-            final List<KeyValue> collectedFrom =
-                    listKeyValues(
-                            createOpenaireId(10, rs.getString("collectedfromid"), true),
-                            rs.getString("collectedfromname"));
-
-            final Relation r1 = new Relation();
-            r1.setRelType("datasourceOrganization");
-            r1.setSubRelType("provision");
-            r1.setRelClass("isProvidedBy");
-            r1.setSource(dsId);
-            r1.setTarget(orgId);
-            r1.setCollectedfrom(collectedFrom);
-            r1.setDataInfo(info);
-            r1.setLastupdatetimestamp(lastUpdateTimestamp);
-
-            final Relation r2 = new Relation();
-            r2.setRelType("datasourceOrganization");
-            r2.setSubRelType("provision");
-            r2.setRelClass("provides");
-            r2.setSource(orgId);
-            r2.setTarget(dsId);
-            r2.setCollectedfrom(collectedFrom);
-            r2.setDataInfo(info);
-            r2.setLastupdatetimestamp(lastUpdateTimestamp);
-
-            return Arrays.asList(r1, r2);
-        } catch (final Exception e) {
-            throw new RuntimeException(e);
-        }
-    }
-
-    public List<Oaf> processProjectOrganization(final ResultSet rs) {
-        try {
-            final DataInfo info = prepareDataInfo(rs);
-            final String orgId = createOpenaireId(20, rs.getString("resporganization"), true);
-            final String projectId = createOpenaireId(40, rs.getString("project"), true);
-            final List<KeyValue> collectedFrom =
-                    listKeyValues(
-                            createOpenaireId(10, rs.getString("collectedfromid"), true),
-                            rs.getString("collectedfromname"));
-
-            final Relation r1 = new Relation();
-            r1.setRelType("projectOrganization");
-            r1.setSubRelType("participation");
-            r1.setRelClass("isParticipant");
-            r1.setSource(projectId);
-            r1.setTarget(orgId);
-            r1.setCollectedfrom(collectedFrom);
-            r1.setDataInfo(info);
-            r1.setLastupdatetimestamp(lastUpdateTimestamp);
-
-            final Relation r2 = new Relation();
-            r2.setRelType("projectOrganization");
-            r2.setSubRelType("participation");
-            r2.setRelClass("hasParticipant");
-            r2.setSource(orgId);
-            r2.setTarget(projectId);
-            r2.setCollectedfrom(collectedFrom);
-            r2.setDataInfo(info);
-            r2.setLastupdatetimestamp(lastUpdateTimestamp);
-
-            return Arrays.asList(r1, r2);
-        } catch (final Exception e) {
-            throw new RuntimeException(e);
-        }
-    }
-
-    public List<Oaf> processClaims(final ResultSet rs) {
-
-        final DataInfo info =
-                dataInfo(
-                        false,
-                        null,
-                        false,
-                        false,
-                        qualifier(
-                                "user:claim",
-                                "user:claim",
-                                "dnet:provenanceActions",
-                                "dnet:provenanceActions"),
-                        "0.9");
-
-        final List<KeyValue> collectedFrom =
-                listKeyValues(createOpenaireId(10, "infrastruct_::openaire", true), "OpenAIRE");
-
-        try {
-
-            if (rs.getString("source_type").equals("context")) {
-                final Result r;
-
-                if (rs.getString("target_type").equals("dataset")) {
-                    r = new Dataset();
-                    r.setResulttype(MigrationConstants.DATASET_RESULTTYPE_QUALIFIER);
-                } else if (rs.getString("target_type").equals("software")) {
-                    r = new Software();
-                    r.setResulttype(MigrationConstants.SOFTWARE_RESULTTYPE_QUALIFIER);
-                } else if (rs.getString("target_type").equals("other")) {
-                    r = new OtherResearchProduct();
-                    r.setResulttype(MigrationConstants.OTHER_RESULTTYPE_QUALIFIER);
-                } else {
-                    r = new Publication();
-                    r.setResulttype(MigrationConstants.PUBLICATION_RESULTTYPE_QUALIFIER);
-                }
-                r.setId(createOpenaireId(50, rs.getString("target_id"), false));
-                r.setLastupdatetimestamp(lastUpdateTimestamp);
-                r.setContext(prepareContext(rs.getString("source_id"), info));
-                r.setDataInfo(info);
-                r.setCollectedfrom(collectedFrom);
-
-                return Arrays.asList(r);
-            } else {
-                final String sourceId =
-                        createOpenaireId(
-                                rs.getString("source_type"), rs.getString("source_id"), false);
-                final String targetId =
-                        createOpenaireId(
-                                rs.getString("target_type"), rs.getString("target_id"), false);
-
-                final Relation r1 = new Relation();
-                final Relation r2 = new Relation();
-
-                if (rs.getString("source_type").equals("project")) {
-                    r1.setCollectedfrom(collectedFrom);
-                    r1.setRelType("resultProject");
-                    r1.setSubRelType("outcome");
-                    r1.setRelClass("produces");
-
-                    r2.setCollectedfrom(collectedFrom);
-                    r2.setRelType("resultProject");
-                    r2.setSubRelType("outcome");
-                    r2.setRelClass("isProducedBy");
-                } else {
-                    r1.setCollectedfrom(collectedFrom);
-                    r1.setRelType("resultResult");
-                    r1.setSubRelType("relationship");
-                    r1.setRelClass("isRelatedTo");
-
-                    r2.setCollectedfrom(collectedFrom);
-                    r2.setRelType("resultResult");
-                    r2.setSubRelType("relationship");
-                    r2.setRelClass("isRelatedTo");
-                }
-
-                r1.setSource(sourceId);
-                r1.setTarget(targetId);
-                r1.setDataInfo(info);
-                r1.setLastupdatetimestamp(lastUpdateTimestamp);
-
-                r2.setSource(targetId);
-                r2.setTarget(sourceId);
-                r2.setDataInfo(info);
-                r2.setLastupdatetimestamp(lastUpdateTimestamp);
-
-                return Arrays.asList(r1, r2);
-            }
-
-        } catch (final Exception e) {
-            throw new RuntimeException(e);
-        }
-    }
-
-    private List<Context> prepareContext(final String id, final DataInfo dataInfo) {
-        final Context context = new Context();
-        context.setId(id);
-        context.setDataInfo(Arrays.asList(dataInfo));
-        return Arrays.asList(context);
-    }
-
-    private DataInfo prepareDataInfo(final ResultSet rs) throws SQLException {
-        final Boolean deletedbyinference = rs.getBoolean("deletedbyinference");
-        final String inferenceprovenance = rs.getString("inferenceprovenance");
-        final Boolean inferred = rs.getBoolean("inferred");
-        final String trust = rs.getString("trust");
-        return dataInfo(
-                deletedbyinference,
-                inferenceprovenance,
-                inferred,
-                false,
-                MigrationConstants.ENTITYREGISTRY_PROVENANCE_ACTION,
-                trust);
-    }
-
-    private Qualifier prepareQualifierSplitting(final String s) {
-        if (StringUtils.isBlank(s)) {
-            return null;
-        }
-        final String[] arr = s.split("@@@");
-        return arr.length == 4 ? qualifier(arr[0], arr[1], arr[2], arr[3]) : null;
-    }
-
-    private List<Field<String>> prepareListFields(final Array array, final DataInfo info) {
-        try {
-            return array != null
-                    ? listFields(info, (String[]) array.getArray())
-                    : new ArrayList<>();
-        } catch (final SQLException e) {
-            throw new RuntimeException("Invalid SQL array", e);
-        }
-    }
-
-    private StructuredProperty prepareStructProp(final String s, final DataInfo dataInfo) {
-        if (StringUtils.isBlank(s)) {
-            return null;
-        }
-        final String[] parts = s.split("###");
-        if (parts.length == 2) {
-            final String value = parts[0];
-            final String[] arr = parts[1].split("@@@");
-            if (arr.length == 4) {
-                return structuredProperty(value, arr[0], arr[1], arr[2], arr[3], dataInfo);
-            }
-        }
-        return null;
-    }
-
-    private List<StructuredProperty> prepareListOfStructProps(
-            final Array array, final DataInfo dataInfo) throws SQLException {
-        final List<StructuredProperty> res = new ArrayList<>();
-        if (array != null) {
-            for (final String s : (String[]) array.getArray()) {
-                final StructuredProperty sp = prepareStructProp(s, dataInfo);
-                if (sp != null) {
-                    res.add(sp);
-                }
-            }
+          r2.setCollectedfrom(collectedFrom);
+          r2.setRelType("resultResult");
+          r2.setSubRelType("relationship");
+          r2.setRelClass("isRelatedTo");
         }
 
-        return res;
-    }
+        r1.setSource(sourceId);
+        r1.setTarget(targetId);
+        r1.setDataInfo(info);
+        r1.setLastupdatetimestamp(lastUpdateTimestamp);
 
-    private Journal prepareJournal(final String name, final String sj, final DataInfo info) {
-        if (StringUtils.isNotBlank(sj)) {
-            final String[] arr = sj.split("@@@");
-            if (arr.length == 3) {
-                final String issn = StringUtils.isNotBlank(arr[0]) ? arr[0] : null;
-                final String eissn = StringUtils.isNotBlank(arr[1]) ? arr[1] : null;
-                ;
-                final String lissn = StringUtils.isNotBlank(arr[2]) ? arr[2] : null;
-                ;
-                if (issn != null || eissn != null || lissn != null) {
-                    return journal(
-                            name, issn, eissn, eissn, null, null, null, null, null, null, null,
-                            info);
-                }
-            }
+        r2.setSource(targetId);
+        r2.setTarget(sourceId);
+        r2.setDataInfo(info);
+        r2.setLastupdatetimestamp(lastUpdateTimestamp);
+
+        return Arrays.asList(r1, r2);
+      }
+
+    } catch (final Exception e) {
+      throw new RuntimeException(e);
+    }
+  }
+
+  private List<Context> prepareContext(final String id, final DataInfo dataInfo) {
+    final Context context = new Context();
+    context.setId(id);
+    context.setDataInfo(Arrays.asList(dataInfo));
+    return Arrays.asList(context);
+  }
+
+  private DataInfo prepareDataInfo(final ResultSet rs) throws SQLException {
+    final Boolean deletedbyinference = rs.getBoolean("deletedbyinference");
+    final String inferenceprovenance = rs.getString("inferenceprovenance");
+    final Boolean inferred = rs.getBoolean("inferred");
+    final String trust = rs.getString("trust");
+    return dataInfo(
+        deletedbyinference,
+        inferenceprovenance,
+        inferred,
+        false,
+        MigrationConstants.ENTITYREGISTRY_PROVENANCE_ACTION,
+        trust);
+  }
+
+  private Qualifier prepareQualifierSplitting(final String s) {
+    if (StringUtils.isBlank(s)) {
+      return null;
+    }
+    final String[] arr = s.split("@@@");
+    return arr.length == 4 ? qualifier(arr[0], arr[1], arr[2], arr[3]) : null;
+  }
+
+  private List<Field<String>> prepareListFields(final Array array, final DataInfo info) {
+    try {
+      return array != null ? listFields(info, (String[]) array.getArray()) : new ArrayList<>();
+    } catch (final SQLException e) {
+      throw new RuntimeException("Invalid SQL array", e);
+    }
+  }
+
+  private StructuredProperty prepareStructProp(final String s, final DataInfo dataInfo) {
+    if (StringUtils.isBlank(s)) {
+      return null;
+    }
+    final String[] parts = s.split("###");
+    if (parts.length == 2) {
+      final String value = parts[0];
+      final String[] arr = parts[1].split("@@@");
+      if (arr.length == 4) {
+        return structuredProperty(value, arr[0], arr[1], arr[2], arr[3], dataInfo);
+      }
+    }
+    return null;
+  }
+
+  private List<StructuredProperty> prepareListOfStructProps(
+      final Array array, final DataInfo dataInfo) throws SQLException {
+    final List<StructuredProperty> res = new ArrayList<>();
+    if (array != null) {
+      for (final String s : (String[]) array.getArray()) {
+        final StructuredProperty sp = prepareStructProp(s, dataInfo);
+        if (sp != null) {
+          res.add(sp);
         }
-        return null;
+      }
     }
 
-    @Override
-    public void close() throws IOException {
-        super.close();
-        dbClient.close();
+    return res;
+  }
+
+  private Journal prepareJournal(final String name, final String sj, final DataInfo info) {
+    if (StringUtils.isNotBlank(sj)) {
+      final String[] arr = sj.split("@@@");
+      if (arr.length == 3) {
+        final String issn = StringUtils.isNotBlank(arr[0]) ? arr[0] : null;
+        final String eissn = StringUtils.isNotBlank(arr[1]) ? arr[1] : null;
+        ;
+        final String lissn = StringUtils.isNotBlank(arr[2]) ? arr[2] : null;
+        ;
+        if (issn != null || eissn != null || lissn != null) {
+          return journal(name, issn, eissn, eissn, null, null, null, null, null, null, null, info);
+        }
+      }
     }
+    return null;
+  }
+
+  @Override
+  public void close() throws IOException {
+    super.close();
+    dbClient.close();
+  }
 }
diff --git a/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/raw/MigrateMongoMdstoresApplication.java b/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/raw/MigrateMongoMdstoresApplication.java
index 90966429a4..95f4477e8b 100644
--- a/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/raw/MigrateMongoMdstoresApplication.java
+++ b/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/raw/MigrateMongoMdstoresApplication.java
@@ -12,65 +12,59 @@ import org.apache.commons.logging.Log;
 import org.apache.commons.logging.LogFactory;
 
 public class MigrateMongoMdstoresApplication extends AbstractMigrationApplication
-        implements Closeable {
+    implements Closeable {
 
-    private static final Log log = LogFactory.getLog(MigrateMongoMdstoresApplication.class);
+  private static final Log log = LogFactory.getLog(MigrateMongoMdstoresApplication.class);
 
-    private final MdstoreClient mdstoreClient;
+  private final MdstoreClient mdstoreClient;
 
-    public static void main(final String[] args) throws Exception {
-        final ArgumentApplicationParser parser =
-                new ArgumentApplicationParser(
-                        IOUtils.toString(
-                                MigrateMongoMdstoresApplication.class.getResourceAsStream(
-                                        "/eu/dnetlib/dhp/oa/graph/migrate_mongo_mstores_parameters.json")));
-        parser.parseArgument(args);
+  public static void main(final String[] args) throws Exception {
+    final ArgumentApplicationParser parser =
+        new ArgumentApplicationParser(
+            IOUtils.toString(
+                MigrateMongoMdstoresApplication.class.getResourceAsStream(
+                    "/eu/dnetlib/dhp/oa/graph/migrate_mongo_mstores_parameters.json")));
+    parser.parseArgument(args);
 
-        final String mongoBaseUrl = parser.get("mongoBaseUrl");
-        final String mongoDb = parser.get("mongoDb");
+    final String mongoBaseUrl = parser.get("mongoBaseUrl");
+    final String mongoDb = parser.get("mongoDb");
 
-        final String mdFormat = parser.get("mdFormat");
-        final String mdLayout = parser.get("mdLayout");
-        final String mdInterpretation = parser.get("mdInterpretation");
+    final String mdFormat = parser.get("mdFormat");
+    final String mdLayout = parser.get("mdLayout");
+    final String mdInterpretation = parser.get("mdInterpretation");
 
-        final String hdfsPath = parser.get("hdfsPath");
+    final String hdfsPath = parser.get("hdfsPath");
 
-        try (MigrateMongoMdstoresApplication app =
-                new MigrateMongoMdstoresApplication(hdfsPath, mongoBaseUrl, mongoDb)) {
-            app.execute(mdFormat, mdLayout, mdInterpretation);
-        }
+    try (MigrateMongoMdstoresApplication app =
+        new MigrateMongoMdstoresApplication(hdfsPath, mongoBaseUrl, mongoDb)) {
+      app.execute(mdFormat, mdLayout, mdInterpretation);
     }
+  }
 
-    public MigrateMongoMdstoresApplication(
-            final String hdfsPath, final String mongoBaseUrl, final String mongoDb)
-            throws Exception {
-        super(hdfsPath);
-        this.mdstoreClient = new MdstoreClient(mongoBaseUrl, mongoDb);
+  public MigrateMongoMdstoresApplication(
+      final String hdfsPath, final String mongoBaseUrl, final String mongoDb) throws Exception {
+    super(hdfsPath);
+    this.mdstoreClient = new MdstoreClient(mongoBaseUrl, mongoDb);
+  }
+
+  public void execute(final String format, final String layout, final String interpretation) {
+    final Map<String, String> colls =
+        mdstoreClient.validCollections(format, layout, interpretation);
+    log.info("Found " + colls.size() + " mdstores");
+
+    for (final Entry<String, String> entry : colls.entrySet()) {
+      log.info("Processing mdstore " + entry.getKey() + " (collection: " + entry.getValue() + ")");
+      final String currentColl = entry.getValue();
+
+      for (final String xml : mdstoreClient.listRecords(currentColl)) {
+        emit(xml, "native_" + format);
+      }
     }
+  }
 
-    public void execute(final String format, final String layout, final String interpretation) {
-        final Map<String, String> colls =
-                mdstoreClient.validCollections(format, layout, interpretation);
-        log.info("Found " + colls.size() + " mdstores");
-
-        for (final Entry<String, String> entry : colls.entrySet()) {
-            log.info(
-                    "Processing mdstore "
-                            + entry.getKey()
-                            + " (collection: "
-                            + entry.getValue()
-                            + ")");
-            final String currentColl = entry.getValue();
-
-            for (final String xml : mdstoreClient.listRecords(currentColl)) {
-                emit(xml, "native_" + format);
-            }
-        }
-    }
-
-    @Override
-    public void close() throws IOException {
-        super.close();
-        mdstoreClient.close();
-    }
+  @Override
+  public void close() throws IOException {
+    super.close();
+    mdstoreClient.close();
+  }
 }
diff --git a/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/raw/OafToOafMapper.java b/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/raw/OafToOafMapper.java
index 6b304c9b0b..2a40e18024 100644
--- a/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/raw/OafToOafMapper.java
+++ b/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/raw/OafToOafMapper.java
@@ -4,255 +4,264 @@ import static eu.dnetlib.dhp.oa.graph.raw.common.OafMapperUtils.createOpenaireId
 import static eu.dnetlib.dhp.oa.graph.raw.common.OafMapperUtils.field;
 
 import eu.dnetlib.dhp.oa.graph.raw.common.PacePerson;
-import eu.dnetlib.dhp.schema.oaf.*;
+import eu.dnetlib.dhp.schema.oaf.Author;
+import eu.dnetlib.dhp.schema.oaf.DataInfo;
+import eu.dnetlib.dhp.schema.oaf.Field;
+import eu.dnetlib.dhp.schema.oaf.GeoLocation;
+import eu.dnetlib.dhp.schema.oaf.Instance;
+import eu.dnetlib.dhp.schema.oaf.KeyValue;
+import eu.dnetlib.dhp.schema.oaf.Oaf;
+import eu.dnetlib.dhp.schema.oaf.Qualifier;
+import eu.dnetlib.dhp.schema.oaf.Relation;
+import eu.dnetlib.dhp.schema.oaf.StructuredProperty;
 import java.util.ArrayList;
 import java.util.Arrays;
 import java.util.List;
 import java.util.Map;
+import org.apache.commons.lang3.StringUtils;
 import org.dom4j.Document;
 import org.dom4j.Node;
 
 public class OafToOafMapper extends AbstractMdRecordToOafMapper {
 
-    public OafToOafMapper(final Map<String, String> code2name) {
-        super(code2name);
+  public OafToOafMapper(final Map<String, String> code2name) {
+    super(code2name);
+  }
+
+  @Override
+  protected List<Author> prepareAuthors(final Document doc, final DataInfo info) {
+    final List<Author> res = new ArrayList<>();
+    int pos = 1;
+    for (final Object o : doc.selectNodes("//dc:creator")) {
+      final Node n = (Node) o;
+      final Author author = new Author();
+      author.setFullname(n.getText());
+      author.setRank(pos++);
+      final PacePerson p = new PacePerson(n.getText(), false);
+      if (p.isAccurate()) {
+        author.setName(p.getNormalisedFirstName());
+        author.setSurname(p.getNormalisedSurname());
+      }
+      res.add(author);
     }
+    return res;
+  }
 
-    @Override
-    protected List<Author> prepareAuthors(final Document doc, final DataInfo info) {
-        final List<Author> res = new ArrayList<>();
-        int pos = 1;
-        for (final Object o : doc.selectNodes("//dc:creator")) {
-            final Node n = (Node) o;
-            final Author author = new Author();
-            author.setFullname(n.getText());
-            author.setRank(pos++);
-            final PacePerson p = new PacePerson(n.getText(), false);
-            if (p.isAccurate()) {
-                author.setName(p.getNormalisedFirstName());
-                author.setSurname(p.getNormalisedSurname());
-            }
-            res.add(author);
-        }
-        return res;
+  @Override
+  protected Qualifier prepareLanguages(final Document doc) {
+    return prepareQualifier(doc, "//dc:language", "dnet:languages", "dnet:languages");
+  }
+
+  @Override
+  protected List<StructuredProperty> prepareSubjects(final Document doc, final DataInfo info) {
+    return prepareListStructProps(doc, "//dc:subject", info);
+  }
+
+  @Override
+  protected List<StructuredProperty> prepareTitles(final Document doc, final DataInfo info) {
+    return prepareListStructProps(doc, "//dc:title", MAIN_TITLE_QUALIFIER, info);
+  }
+
+  @Override
+  protected List<Field<String>> prepareDescriptions(final Document doc, final DataInfo info) {
+    return prepareListFields(doc, "//dc:description", info);
+  }
+
+  @Override
+  protected Field<String> preparePublisher(final Document doc, final DataInfo info) {
+    return prepareField(doc, "//dc:publisher", info);
+  }
+
+  @Override
+  protected List<Field<String>> prepareFormats(final Document doc, final DataInfo info) {
+    return prepareListFields(doc, "//dc:format", info);
+  }
+
+  @Override
+  protected List<Field<String>> prepareContributors(final Document doc, final DataInfo info) {
+    return prepareListFields(doc, "//dc:contributor", info);
+  }
+
+  @Override
+  protected List<Field<String>> prepareCoverages(final Document doc, final DataInfo info) {
+    return prepareListFields(doc, "//dc:coverage", info);
+  }
+
+  @Override
+  protected List<Instance> prepareInstances(
+      final Document doc,
+      final DataInfo info,
+      final KeyValue collectedfrom,
+      final KeyValue hostedby) {
+    final List<Instance> res = new ArrayList<>();
+    for (final Object o : doc.selectNodes("//dc:identifier")) {
+      final String url = ((Node) o).getText().trim();
+      if (url.startsWith("http")) {
+        final Instance instance = new Instance();
+        instance.setUrl(Arrays.asList(url));
+        instance.setInstancetype(
+            prepareQualifier(
+                doc,
+                "//dr:CobjCategory",
+                "dnet:publication_resource",
+                "dnet:publication_resource"));
+        instance.setCollectedfrom(collectedfrom);
+        instance.setHostedby(hostedby);
+        instance.setDateofacceptance(field(doc.valueOf("//oaf:dateAccepted"), info));
+        instance.setDistributionlocation(doc.valueOf("//oaf:distributionlocation"));
+        instance.setAccessright(
+            prepareQualifier(doc, "//oaf:accessrights", "dnet:access_modes", "dnet:access_modes"));
+        instance.setLicense(field(doc.valueOf("//oaf:license"), info));
+        instance.setRefereed(field(doc.valueOf("//oaf:refereed"), info));
+        instance.setProcessingchargeamount(
+            field(doc.valueOf("//oaf:processingchargeamount"), info));
+        instance.setProcessingchargecurrency(
+            field(doc.valueOf("//oaf:processingchargeamount/@currency"), info));
+        res.add(instance);
+      }
     }
+    return res;
+  }
 
-    @Override
-    protected Qualifier prepareLanguages(final Document doc) {
-        return prepareQualifier(doc, "//dc:language", "dnet:languages", "dnet:languages");
+  @Override
+  protected List<Field<String>> prepareSources(final Document doc, final DataInfo info) {
+    return prepareListFields(doc, "//dc:source", info);
+  }
+
+  @Override
+  protected List<StructuredProperty> prepareRelevantDates(final Document doc, final DataInfo info) {
+    return new ArrayList<>(); // NOT PRESENT IN OAF
+  }
+
+  // SOFTWARES
+
+  @Override
+  protected Qualifier prepareSoftwareProgrammingLanguage(final Document doc, final DataInfo info) {
+    return null; // NOT PRESENT IN OAF
+  }
+
+  @Override
+  protected Field<String> prepareSoftwareCodeRepositoryUrl(
+      final Document doc, final DataInfo info) {
+    return null; // NOT PRESENT IN OAF
+  }
+
+  @Override
+  protected List<StructuredProperty> prepareSoftwareLicenses(
+      final Document doc, final DataInfo info) {
+    return new ArrayList<>(); // NOT PRESENT IN OAF
+  }
+
+  @Override
+  protected List<Field<String>> prepareSoftwareDocumentationUrls(
+      final Document doc, final DataInfo info) {
+    return new ArrayList<>(); // NOT PRESENT IN OAF
+  }
+
+  // DATASETS
+  @Override
+  protected List<GeoLocation> prepareDatasetGeoLocations(final Document doc, final DataInfo info) {
+    return new ArrayList<>(); // NOT PRESENT IN OAF
+  }
+
+  @Override
+  protected Field<String> prepareDatasetMetadataVersionNumber(
+      final Document doc, final DataInfo info) {
+    return null; // NOT PRESENT IN OAF
+  }
+
+  @Override
+  protected Field<String> prepareDatasetLastMetadataUpdate(
+      final Document doc, final DataInfo info) {
+    return null; // NOT PRESENT IN OAF
+  }
+
+  @Override
+  protected Field<String> prepareDatasetVersion(final Document doc, final DataInfo info) {
+    return null; // NOT PRESENT IN OAF
+  }
+
+  @Override
+  protected Field<String> prepareDatasetSize(final Document doc, final DataInfo info) {
+    return null; // NOT PRESENT IN OAF
+  }
+
+  @Override
+  protected Field<String> prepareDatasetDevice(final Document doc, final DataInfo info) {
+    return null; // NOT PRESENT IN OAF
+  }
+
+  @Override
+  protected Field<String> prepareDatasetStorageDate(final Document doc, final DataInfo info) {
+    return null; // NOT PRESENT IN OAF
+  }
+
+  // OTHER PRODUCTS
+
+  @Override
+  protected List<Field<String>> prepareOtherResearchProductTools(
+      final Document doc, final DataInfo info) {
+    return new ArrayList<>(); // NOT PRESENT IN OAF
+  }
+
+  @Override
+  protected List<Field<String>> prepareOtherResearchProductContactGroups(
+      final Document doc, final DataInfo info) {
+    return new ArrayList<>(); // NOT PRESENT IN OAF
+  }
+
+  @Override
+  protected List<Field<String>> prepareOtherResearchProductContactPersons(
+      final Document doc, final DataInfo info) {
+    return new ArrayList<>(); // NOT PRESENT IN OAF
+  }
+
+  @Override
+  protected List<Oaf> addOtherResultRels(
+      final Document doc,
+      final KeyValue collectedFrom,
+      final DataInfo info,
+      final long lastUpdateTimestamp) {
+    final String docId = createOpenaireId(50, doc.valueOf("//dri:objIdentifier"), false);
+
+    final List<Oaf> res = new ArrayList<>();
+
+    for (final Object o : doc.selectNodes("//*[local-name()='relatedDataset']")) {
+
+      final String originalId = ((Node) o).getText();
+
+      if (StringUtils.isNotBlank(originalId)) {
+
+        final String otherId = createOpenaireId(50, originalId, false);
+
+        final Relation r1 = new Relation();
+        r1.setRelType("resultResult");
+        r1.setSubRelType("publicationDataset");
+        r1.setRelClass("isRelatedTo");
+        r1.setSource(docId);
+        r1.setTarget(otherId);
+        r1.setCollectedfrom(Arrays.asList(collectedFrom));
+        r1.setDataInfo(info);
+        r1.setLastupdatetimestamp(lastUpdateTimestamp);
+        res.add(r1);
+
+        final Relation r2 = new Relation();
+        r2.setRelType("resultResult");
+        r2.setSubRelType("publicationDataset");
+        r2.setRelClass("isRelatedTo");
+        r2.setSource(otherId);
+        r2.setTarget(docId);
+        r2.setCollectedfrom(Arrays.asList(collectedFrom));
+        r2.setDataInfo(info);
+        r2.setLastupdatetimestamp(lastUpdateTimestamp);
+        res.add(r2);
+      }
     }
+    return res;
+  }
 
-    @Override
-    protected List<StructuredProperty> prepareSubjects(final Document doc, final DataInfo info) {
-        return prepareListStructProps(doc, "//dc:subject", info);
-    }
-
-    @Override
-    protected List<StructuredProperty> prepareTitles(final Document doc, final DataInfo info) {
-        return prepareListStructProps(doc, "//dc:title", MAIN_TITLE_QUALIFIER, info);
-    }
-
-    @Override
-    protected List<Field<String>> prepareDescriptions(final Document doc, final DataInfo info) {
-        return prepareListFields(doc, "//dc:description", info);
-    }
-
-    @Override
-    protected Field<String> preparePublisher(final Document doc, final DataInfo info) {
-        return prepareField(doc, "//dc:publisher", info);
-    }
-
-    @Override
-    protected List<Field<String>> prepareFormats(final Document doc, final DataInfo info) {
-        return prepareListFields(doc, "//dc:format", info);
-    }
-
-    @Override
-    protected List<Field<String>> prepareContributors(final Document doc, final DataInfo info) {
-        return prepareListFields(doc, "//dc:contributor", info);
-    }
-
-    @Override
-    protected List<Field<String>> prepareCoverages(final Document doc, final DataInfo info) {
-        return prepareListFields(doc, "//dc:coverage", info);
-    }
-
-    @Override
-    protected List<Instance> prepareInstances(
-            final Document doc,
-            final DataInfo info,
-            final KeyValue collectedfrom,
-            final KeyValue hostedby) {
-        final List<Instance> res = new ArrayList<>();
-        for (final Object o : doc.selectNodes("//dc:identifier")) {
-            final String url = ((Node) o).getText().trim();
-            if (url.startsWith("http")) {
-                final Instance instance = new Instance();
-                instance.setUrl(Arrays.asList(url));
-                instance.setInstancetype(
-                        prepareQualifier(
-                                doc,
-                                "//dr:CobjCategory",
-                                "dnet:publication_resource",
-                                "dnet:publication_resource"));
-                instance.setCollectedfrom(collectedfrom);
-                instance.setHostedby(hostedby);
-                instance.setDateofacceptance(field(doc.valueOf("//oaf:dateAccepted"), info));
-                instance.setDistributionlocation(doc.valueOf("//oaf:distributionlocation"));
-                instance.setAccessright(
-                        prepareQualifier(
-                                doc,
-                                "//oaf:accessrights",
-                                "dnet:access_modes",
-                                "dnet:access_modes"));
-                instance.setLicense(field(doc.valueOf("//oaf:license"), info));
-                instance.setRefereed(field(doc.valueOf("//oaf:refereed"), info));
-                instance.setProcessingchargeamount(
-                        field(doc.valueOf("//oaf:processingchargeamount"), info));
-                instance.setProcessingchargecurrency(
-                        field(doc.valueOf("//oaf:processingchargeamount/@currency"), info));
-                res.add(instance);
-            }
-        }
-        return res;
-    }
-
-    @Override
-    protected List<Field<String>> prepareSources(final Document doc, final DataInfo info) {
-        return prepareListFields(doc, "//dc:source", info);
-    }
-
-    @Override
-    protected List<StructuredProperty> prepareRelevantDates(
-            final Document doc, final DataInfo info) {
-        return new ArrayList<>(); // NOT PRESENT IN OAF
-    }
-
-    // SOFTWARES
-
-    @Override
-    protected Qualifier prepareSoftwareProgrammingLanguage(
-            final Document doc, final DataInfo info) {
-        return null; // NOT PRESENT IN OAF
-    }
-
-    @Override
-    protected Field<String> prepareSoftwareCodeRepositoryUrl(
-            final Document doc, final DataInfo info) {
-        return null; // NOT PRESENT IN OAF
-    }
-
-    @Override
-    protected List<StructuredProperty> prepareSoftwareLicenses(
-            final Document doc, final DataInfo info) {
-        return new ArrayList<>(); // NOT PRESENT IN OAF
-    }
-
-    @Override
-    protected List<Field<String>> prepareSoftwareDocumentationUrls(
-            final Document doc, final DataInfo info) {
-        return new ArrayList<>(); // NOT PRESENT IN OAF
-    }
-
-    // DATASETS
-    @Override
-    protected List<GeoLocation> prepareDatasetGeoLocations(
-            final Document doc, final DataInfo info) {
-        return new ArrayList<>(); // NOT PRESENT IN OAF
-    }
-
-    @Override
-    protected Field<String> prepareDatasetMetadataVersionNumber(
-            final Document doc, final DataInfo info) {
-        return null; // NOT PRESENT IN OAF
-    }
-
-    @Override
-    protected Field<String> prepareDatasetLastMetadataUpdate(
-            final Document doc, final DataInfo info) {
-        return null; // NOT PRESENT IN OAF
-    }
-
-    @Override
-    protected Field<String> prepareDatasetVersion(final Document doc, final DataInfo info) {
-        return null; // NOT PRESENT IN OAF
-    }
-
-    @Override
-    protected Field<String> prepareDatasetSize(final Document doc, final DataInfo info) {
-        return null; // NOT PRESENT IN OAF
-    }
-
-    @Override
-    protected Field<String> prepareDatasetDevice(final Document doc, final DataInfo info) {
-        return null; // NOT PRESENT IN OAF
-    }
-
-    @Override
-    protected Field<String> prepareDatasetStorageDate(final Document doc, final DataInfo info) {
-        return null; // NOT PRESENT IN OAF
-    }
-
-    // OTHER PRODUCTS
-
-    @Override
-    protected List<Field<String>> prepareOtherResearchProductTools(
-            final Document doc, final DataInfo info) {
-        return new ArrayList<>(); // NOT PRESENT IN OAF
-    }
-
-    @Override
-    protected List<Field<String>> prepareOtherResearchProductContactGroups(
-            final Document doc, final DataInfo info) {
-        return new ArrayList<>(); // NOT PRESENT IN OAF
-    }
-
-    @Override
-    protected List<Field<String>> prepareOtherResearchProductContactPersons(
-            final Document doc, final DataInfo info) {
-        return new ArrayList<>(); // NOT PRESENT IN OAF
-    }
-
-    @Override
-    protected List<Oaf> addOtherResultRels(
-            final Document doc,
-            final KeyValue collectedFrom,
-            final DataInfo info,
-            final long lastUpdateTimestamp) {
-        final String docId = createOpenaireId(50, doc.valueOf("//dri:objIdentifier"), false);
-
-        final List<Oaf> res = new ArrayList<>();
-
-        for (final Object o : doc.selectNodes("//*[local-name()='relatedDataset']")) {
-            final String otherId = createOpenaireId(50, ((Node) o).getText(), false);
-
-            final Relation r1 = new Relation();
-            r1.setRelType("resultResult");
-            r1.setSubRelType("publicationDataset");
-            r1.setRelClass("isRelatedTo");
-            r1.setSource(docId);
-            r1.setTarget(otherId);
-            r1.setCollectedfrom(Arrays.asList(collectedFrom));
-            r1.setDataInfo(info);
-            r1.setLastupdatetimestamp(lastUpdateTimestamp);
-            res.add(r1);
-
-            final Relation r2 = new Relation();
-            r2.setRelType("resultResult");
-            r2.setSubRelType("publicationDataset");
-            r2.setRelClass("isRelatedTo");
-            r2.setSource(otherId);
-            r2.setTarget(docId);
-            r2.setCollectedfrom(Arrays.asList(collectedFrom));
-            r2.setDataInfo(info);
-            r2.setLastupdatetimestamp(lastUpdateTimestamp);
-            res.add(r2);
-        }
-        return res;
-    }
-
-    @Override
-    protected Qualifier prepareResourceType(final Document doc, final DataInfo info) {
-        return null; // NOT PRESENT IN OAF
-    }
+  @Override
+  protected Qualifier prepareResourceType(final Document doc, final DataInfo info) {
+    return null; // NOT PRESENT IN OAF
+  }
 }
diff --git a/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/raw/OdfToOafMapper.java b/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/raw/OdfToOafMapper.java
index f6fab499bf..64755a6eb7 100644
--- a/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/raw/OdfToOafMapper.java
+++ b/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/raw/OdfToOafMapper.java
@@ -1,8 +1,19 @@
 package eu.dnetlib.dhp.oa.graph.raw;
 
-import static eu.dnetlib.dhp.oa.graph.raw.common.OafMapperUtils.*;
+import static eu.dnetlib.dhp.oa.graph.raw.common.OafMapperUtils.createOpenaireId;
+import static eu.dnetlib.dhp.oa.graph.raw.common.OafMapperUtils.field;
+import static eu.dnetlib.dhp.oa.graph.raw.common.OafMapperUtils.structuredProperty;
 
-import eu.dnetlib.dhp.schema.oaf.*;
+import eu.dnetlib.dhp.schema.oaf.Author;
+import eu.dnetlib.dhp.schema.oaf.DataInfo;
+import eu.dnetlib.dhp.schema.oaf.Field;
+import eu.dnetlib.dhp.schema.oaf.GeoLocation;
+import eu.dnetlib.dhp.schema.oaf.Instance;
+import eu.dnetlib.dhp.schema.oaf.KeyValue;
+import eu.dnetlib.dhp.schema.oaf.Oaf;
+import eu.dnetlib.dhp.schema.oaf.Qualifier;
+import eu.dnetlib.dhp.schema.oaf.Relation;
+import eu.dnetlib.dhp.schema.oaf.StructuredProperty;
 import java.util.ArrayList;
 import java.util.Arrays;
 import java.util.List;
@@ -13,339 +24,328 @@ import org.dom4j.Node;
 
 public class OdfToOafMapper extends AbstractMdRecordToOafMapper {
 
-    public OdfToOafMapper(final Map<String, String> code2name) {
-        super(code2name);
-    }
+  public OdfToOafMapper(final Map<String, String> code2name) {
+    super(code2name);
+  }
 
-    @Override
-    protected List<StructuredProperty> prepareTitles(final Document doc, final DataInfo info) {
-        return prepareListStructProps(doc, "//datacite:title", MAIN_TITLE_QUALIFIER, info);
-    }
+  @Override
+  protected List<StructuredProperty> prepareTitles(final Document doc, final DataInfo info) {
+    return prepareListStructProps(doc, "//datacite:title", MAIN_TITLE_QUALIFIER, info);
+  }
 
-    @Override
-    protected List<Author> prepareAuthors(final Document doc, final DataInfo info) {
-        final List<Author> res = new ArrayList<>();
-        int pos = 1;
-        for (final Object o : doc.selectNodes("//datacite:creator")) {
-            final Node n = (Node) o;
-            final Author author = new Author();
-            author.setFullname(n.valueOf("./datacite:creatorName"));
-            author.setName(n.valueOf("./datacite:givenName"));
-            author.setSurname(n.valueOf("./datacite:familyName"));
-            author.setAffiliation(prepareListFields(doc, "./datacite:affiliation", info));
-            author.setPid(preparePids(doc, info));
-            author.setRank(pos++);
-            res.add(author);
+  @Override
+  protected List<Author> prepareAuthors(final Document doc, final DataInfo info) {
+    final List<Author> res = new ArrayList<>();
+    int pos = 1;
+    for (final Object o : doc.selectNodes("//datacite:creator")) {
+      final Node n = (Node) o;
+      final Author author = new Author();
+      author.setFullname(n.valueOf("./datacite:creatorName"));
+      author.setName(n.valueOf("./datacite:givenName"));
+      author.setSurname(n.valueOf("./datacite:familyName"));
+      author.setAffiliation(prepareListFields(doc, "./datacite:affiliation", info));
+      author.setPid(preparePids(doc, info));
+      author.setRank(pos++);
+      res.add(author);
+    }
+    return res;
+  }
+
+  private List<StructuredProperty> preparePids(final Document doc, final DataInfo info) {
+    final List<StructuredProperty> res = new ArrayList<>();
+    for (final Object o : doc.selectNodes("./datacite:nameIdentifier")) {
+      res.add(
+          structuredProperty(
+              ((Node) o).getText(),
+              prepareQualifier(
+                  (Node) o, "./@nameIdentifierScheme", "dnet:pid_types", "dnet:pid_types"),
+              info));
+    }
+    return res;
+  }
+
+  @Override
+  protected List<Instance> prepareInstances(
+      final Document doc,
+      final DataInfo info,
+      final KeyValue collectedfrom,
+      final KeyValue hostedby) {
+
+    final Instance instance = new Instance();
+    instance.setUrl(new ArrayList<>());
+    instance.setInstancetype(
+        prepareQualifier(
+            doc, "//dr:CobjCategory", "dnet:publication_resource", "dnet:publication_resource"));
+    instance.setCollectedfrom(collectedfrom);
+    instance.setHostedby(hostedby);
+    instance.setDateofacceptance(field(doc.valueOf("//oaf:dateAccepted"), info));
+    instance.setDistributionlocation(doc.valueOf("//oaf:distributionlocation"));
+    instance.setAccessright(
+        prepareQualifier(doc, "//oaf:accessrights", "dnet:access_modes", "dnet:access_modes"));
+    instance.setLicense(field(doc.valueOf("//oaf:license"), info));
+    instance.setRefereed(field(doc.valueOf("//oaf:refereed"), info));
+    instance.setProcessingchargeamount(field(doc.valueOf("//oaf:processingchargeamount"), info));
+    instance.setProcessingchargecurrency(
+        field(doc.valueOf("//oaf:processingchargeamount/@currency"), info));
+
+    for (final Object o :
+        doc.selectNodes("//datacite:alternateIdentifier[@alternateIdentifierType='URL']")) {
+      instance.getUrl().add(((Node) o).getText().trim());
+    }
+    for (final Object o : doc.selectNodes("//datacite:identifier[@identifierType='URL']")) {
+      instance.getUrl().add(((Node) o).getText().trim());
+    }
+    for (final Object o :
+        doc.selectNodes("//datacite:alternateIdentifier[@alternateIdentifierType='DOI']")) {
+      instance.getUrl().add("http://dx.doi.org/" + ((Node) o).getText().trim());
+    }
+    for (final Object o : doc.selectNodes("//datacite:identifier[@identifierType='DOI']")) {
+      instance.getUrl().add("http://dx.doi.org/" + ((Node) o).getText().trim());
+    }
+    return Arrays.asList(instance);
+  }
+
+  @Override
+  protected List<Field<String>> prepareSources(final Document doc, final DataInfo info) {
+    return new ArrayList<>(); // Not present in ODF ???
+  }
+
+  @Override
+  protected List<StructuredProperty> prepareRelevantDates(final Document doc, final DataInfo info) {
+    final List<StructuredProperty> res = new ArrayList<>();
+    for (final Object o : doc.selectNodes("//datacite:date")) {
+      final String dateType = ((Node) o).valueOf("@dateType");
+      if (StringUtils.isBlank(dateType)
+          && !dateType.equalsIgnoreCase("Accepted")
+          && !dateType.equalsIgnoreCase("Issued")
+          && !dateType.equalsIgnoreCase("Updated")
+          && !dateType.equalsIgnoreCase("Available")) {
+        res.add(
+            structuredProperty(
+                ((Node) o).getText(),
+                "UNKNOWN",
+                "UNKNOWN",
+                "dnet:dataCite_date",
+                "dnet:dataCite_date",
+                info));
+      }
+    }
+    return res;
+  }
+
+  @Override
+  protected List<Field<String>> prepareCoverages(final Document doc, final DataInfo info) {
+    return new ArrayList<>(); // Not present in ODF ???
+  }
+
+  @Override
+  protected List<Field<String>> prepareContributors(final Document doc, final DataInfo info) {
+    return prepareListFields(doc, "//datacite:contributorName", info);
+  }
+
+  @Override
+  protected List<Field<String>> prepareFormats(final Document doc, final DataInfo info) {
+    return prepareListFields(doc, "//datacite:format", info);
+  }
+
+  @Override
+  protected Field<String> preparePublisher(final Document doc, final DataInfo info) {
+    return prepareField(doc, "//datacite:publisher", info);
+  }
+
+  @Override
+  protected List<Field<String>> prepareDescriptions(final Document doc, final DataInfo info) {
+    return prepareListFields(doc, "//datacite:description[@descriptionType='Abstract']", info);
+  }
+
+  @Override
+  protected List<StructuredProperty> prepareSubjects(final Document doc, final DataInfo info) {
+    return prepareListStructProps(doc, "//datacite:subject", info);
+  }
+
+  @Override
+  protected Qualifier prepareLanguages(final Document doc) {
+    return prepareQualifier(doc, "//datacite:language", "dnet:languages", "dnet:languages");
+  }
+
+  @Override
+  protected List<Field<String>> prepareOtherResearchProductTools(
+      final Document doc, final DataInfo info) {
+    return new ArrayList<>(); // Not present in ODF ???
+  }
+
+  @Override
+  protected List<Field<String>> prepareOtherResearchProductContactGroups(
+      final Document doc, final DataInfo info) {
+    return prepareListFields(
+        doc,
+        "//datacite:contributor[@contributorType='ContactGroup']/datacite:contributorName",
+        info);
+  }
+
+  @Override
+  protected List<Field<String>> prepareOtherResearchProductContactPersons(
+      final Document doc, final DataInfo info) {
+    return prepareListFields(
+        doc,
+        "//datacite:contributor[@contributorType='ContactPerson']/datacite:contributorName",
+        info);
+  }
+
+  @Override
+  protected Qualifier prepareSoftwareProgrammingLanguage(final Document doc, final DataInfo info) {
+    return prepareQualifier(
+        doc, "//datacite:format", "dnet:programming_languages", "dnet:programming_languages");
+  }
+
+  @Override
+  protected Field<String> prepareSoftwareCodeRepositoryUrl(
+      final Document doc, final DataInfo info) {
+    return null; // Not present in ODF ???
+  }
+
+  @Override
+  protected List<StructuredProperty> prepareSoftwareLicenses(
+      final Document doc, final DataInfo info) {
+    return new ArrayList<>(); // Not present in ODF ???
+  }
+
+  @Override
+  protected List<Field<String>> prepareSoftwareDocumentationUrls(
+      final Document doc, final DataInfo info) {
+    return prepareListFields(
+        doc,
+        "//datacite:relatedIdentifier[@relatedIdentifierType='URL' and @relationType='IsDocumentedBy']",
+        info);
+  }
+
+  // DATASETS
+
+  @Override
+  protected List<GeoLocation> prepareDatasetGeoLocations(final Document doc, final DataInfo info) {
+    final List<GeoLocation> res = new ArrayList<>();
+
+    for (final Object o : doc.selectNodes("//datacite:geoLocation")) {
+      final GeoLocation loc = new GeoLocation();
+      loc.setBox(((Node) o).valueOf("./datacite:geoLocationBox"));
+      loc.setPlace(((Node) o).valueOf("./datacite:geoLocationPlace"));
+      loc.setPoint(((Node) o).valueOf("./datacite:geoLocationPoint"));
+      res.add(loc);
+    }
+    return res;
+  }
+
+  @Override
+  protected Field<String> prepareDatasetMetadataVersionNumber(
+      final Document doc, final DataInfo info) {
+    return null; // Not present in ODF ???
+  }
+
+  @Override
+  protected Field<String> prepareDatasetLastMetadataUpdate(
+      final Document doc, final DataInfo info) {
+    return prepareField(doc, "//datacite:date[@dateType='Updated']", info);
+  }
+
+  @Override
+  protected Field<String> prepareDatasetVersion(final Document doc, final DataInfo info) {
+    return prepareField(doc, "//datacite:version", info);
+  }
+
+  @Override
+  protected Field<String> prepareDatasetSize(final Document doc, final DataInfo info) {
+    return prepareField(doc, "//datacite:size", info);
+  }
+
+  @Override
+  protected Field<String> prepareDatasetDevice(final Document doc, final DataInfo info) {
+    return null; // Not present in ODF ???
+  }
+
+  @Override
+  protected Field<String> prepareDatasetStorageDate(final Document doc, final DataInfo info) {
+    return prepareField(doc, "//datacite:date[@dateType='Issued']", info);
+  }
+
+  @Override
+  protected List<Oaf> addOtherResultRels(
+      final Document doc,
+      final KeyValue collectedFrom,
+      final DataInfo info,
+      final long lastUpdateTimestamp) {
+
+    final String docId = createOpenaireId(50, doc.valueOf("//dri:objIdentifier"), false);
+
+    final List<Oaf> res = new ArrayList<>();
+
+    for (final Object o :
+        doc.selectNodes("//datacite:relatedIdentifier[@relatedIdentifierType='OPENAIRE']")) {
+
+      final String originalId = ((Node) o).getText();
+
+      if (StringUtils.isNotBlank(originalId)) {
+        final String otherId = createOpenaireId(50, originalId, false);
+        final String type = ((Node) o).valueOf("@relationType");
+
+        if (type.equals("IsSupplementTo")) {
+          res.add(
+              prepareOtherResultRel(
+                  collectedFrom,
+                  info,
+                  lastUpdateTimestamp,
+                  docId,
+                  otherId,
+                  "supplement",
+                  "isSupplementTo"));
+          res.add(
+              prepareOtherResultRel(
+                  collectedFrom,
+                  info,
+                  lastUpdateTimestamp,
+                  otherId,
+                  docId,
+                  "supplement",
+                  "isSupplementedBy"));
+        } else if (type.equals("IsPartOf")) {
+          res.add(
+              prepareOtherResultRel(
+                  collectedFrom, info, lastUpdateTimestamp, docId, otherId, "part", "IsPartOf"));
+          res.add(
+              prepareOtherResultRel(
+                  collectedFrom, info, lastUpdateTimestamp, otherId, docId, "part", "HasParts"));
+        } else {
         }
-        return res;
+      }
     }
+    return res;
+  }
 
-    private List<StructuredProperty> preparePids(final Document doc, final DataInfo info) {
-        final List<StructuredProperty> res = new ArrayList<>();
-        for (final Object o : doc.selectNodes("./datacite:nameIdentifier")) {
-            res.add(
-                    structuredProperty(
-                            ((Node) o).getText(),
-                            prepareQualifier(
-                                    (Node) o,
-                                    "./@nameIdentifierScheme",
-                                    "dnet:pid_types",
-                                    "dnet:pid_types"),
-                            info));
-        }
-        return res;
-    }
+  private Relation prepareOtherResultRel(
+      final KeyValue collectedFrom,
+      final DataInfo info,
+      final long lastUpdateTimestamp,
+      final String source,
+      final String target,
+      final String subRelType,
+      final String relClass) {
+    final Relation r = new Relation();
+    r.setRelType("resultResult");
+    r.setSubRelType(subRelType);
+    r.setRelClass(relClass);
+    r.setSource(source);
+    r.setTarget(target);
+    r.setCollectedfrom(Arrays.asList(collectedFrom));
+    r.setDataInfo(info);
+    r.setLastupdatetimestamp(lastUpdateTimestamp);
+    return r;
+  }
 
-    @Override
-    protected List<Instance> prepareInstances(
-            final Document doc,
-            final DataInfo info,
-            final KeyValue collectedfrom,
-            final KeyValue hostedby) {
-        final List<Instance> res = new ArrayList<>();
-        for (final Object o :
-                doc.selectNodes("//datacite:alternateIdentifier[@alternateIdentifierType='URL']")) {
-            final Instance instance = new Instance();
-            instance.setUrl(Arrays.asList(((Node) o).getText().trim()));
-            instance.setInstancetype(
-                    prepareQualifier(
-                            doc,
-                            "//dr:CobjCategory",
-                            "dnet:publication_resource",
-                            "dnet:publication_resource"));
-            instance.setCollectedfrom(collectedfrom);
-            instance.setHostedby(hostedby);
-            instance.setDateofacceptance(field(doc.valueOf("//oaf:dateAccepted"), info));
-            instance.setDistributionlocation(doc.valueOf("//oaf:distributionlocation"));
-            instance.setAccessright(
-                    prepareQualifier(
-                            doc, "//oaf:accessrights", "dnet:access_modes", "dnet:access_modes"));
-            instance.setLicense(field(doc.valueOf("//oaf:license"), info));
-            instance.setRefereed(field(doc.valueOf("//oaf:refereed"), info));
-            instance.setProcessingchargeamount(
-                    field(doc.valueOf("//oaf:processingchargeamount"), info));
-            instance.setProcessingchargecurrency(
-                    field(doc.valueOf("//oaf:processingchargeamount/@currency"), info));
-            res.add(instance);
-        }
-        return res;
-    }
-
-    @Override
-    protected List<Field<String>> prepareSources(final Document doc, final DataInfo info) {
-        return new ArrayList<>(); // Not present in ODF ???
-    }
-
-    @Override
-    protected List<StructuredProperty> prepareRelevantDates(
-            final Document doc, final DataInfo info) {
-        final List<StructuredProperty> res = new ArrayList<>();
-        for (final Object o : doc.selectNodes("//datacite:date")) {
-            final String dateType = ((Node) o).valueOf("@dateType");
-            if (StringUtils.isBlank(dateType)
-                    && !dateType.equalsIgnoreCase("Accepted")
-                    && !dateType.equalsIgnoreCase("Issued")
-                    && !dateType.equalsIgnoreCase("Updated")
-                    && !dateType.equalsIgnoreCase("Available")) {
-                res.add(
-                        structuredProperty(
-                                ((Node) o).getText(),
-                                "UNKNOWN",
-                                "UNKNOWN",
-                                "dnet:dataCite_date",
-                                "dnet:dataCite_date",
-                                info));
-            }
-        }
-        return res;
-    }
-
-    @Override
-    protected List<Field<String>> prepareCoverages(final Document doc, final DataInfo info) {
-        return new ArrayList<>(); // Not present in ODF ???
-    }
-
-    @Override
-    protected List<Field<String>> prepareContributors(final Document doc, final DataInfo info) {
-        return prepareListFields(doc, "//datacite:contributorName", info);
-    }
-
-    @Override
-    protected List<Field<String>> prepareFormats(final Document doc, final DataInfo info) {
-        return prepareListFields(doc, "//datacite:format", info);
-    }
-
-    @Override
-    protected Field<String> preparePublisher(final Document doc, final DataInfo info) {
-        return prepareField(doc, "//datacite:publisher", info);
-    }
-
-    @Override
-    protected List<Field<String>> prepareDescriptions(final Document doc, final DataInfo info) {
-        return prepareListFields(doc, "//datacite:description[@descriptionType='Abstract']", info);
-    }
-
-    @Override
-    protected List<StructuredProperty> prepareSubjects(final Document doc, final DataInfo info) {
-        return prepareListStructProps(doc, "//datacite:subject", info);
-    }
-
-    @Override
-    protected Qualifier prepareLanguages(final Document doc) {
-        return prepareQualifier(doc, "//datacite:language", "dnet:languages", "dnet:languages");
-    }
-
-    @Override
-    protected List<Field<String>> prepareOtherResearchProductTools(
-            final Document doc, final DataInfo info) {
-        return new ArrayList<>(); // Not present in ODF ???
-    }
-
-    @Override
-    protected List<Field<String>> prepareOtherResearchProductContactGroups(
-            final Document doc, final DataInfo info) {
-        return prepareListFields(
-                doc,
-                "//datacite:contributor[@contributorType='ContactGroup']/datacite:contributorName",
-                info);
-    }
-
-    @Override
-    protected List<Field<String>> prepareOtherResearchProductContactPersons(
-            final Document doc, final DataInfo info) {
-        return prepareListFields(
-                doc,
-                "//datacite:contributor[@contributorType='ContactPerson']/datacite:contributorName",
-                info);
-    }
-
-    @Override
-    protected Qualifier prepareSoftwareProgrammingLanguage(
-            final Document doc, final DataInfo info) {
-        return prepareQualifier(
-                doc,
-                "//datacite:format",
-                "dnet:programming_languages",
-                "dnet:programming_languages");
-    }
-
-    @Override
-    protected Field<String> prepareSoftwareCodeRepositoryUrl(
-            final Document doc, final DataInfo info) {
-        return null; // Not present in ODF ???
-    }
-
-    @Override
-    protected List<StructuredProperty> prepareSoftwareLicenses(
-            final Document doc, final DataInfo info) {
-        return new ArrayList<>(); // Not present in ODF ???
-    }
-
-    @Override
-    protected List<Field<String>> prepareSoftwareDocumentationUrls(
-            final Document doc, final DataInfo info) {
-        return prepareListFields(
-                doc,
-                "//datacite:relatedIdentifier[@relatedIdentifierType='URL' and @relationType='IsDocumentedBy']",
-                info);
-    }
-
-    // DATASETS
-
-    @Override
-    protected List<GeoLocation> prepareDatasetGeoLocations(
-            final Document doc, final DataInfo info) {
-        final List<GeoLocation> res = new ArrayList<>();
-
-        for (final Object o : doc.selectNodes("//datacite:geoLocation")) {
-            final GeoLocation loc = new GeoLocation();
-            loc.setBox(((Node) o).valueOf("./datacite:geoLocationBox"));
-            loc.setPlace(((Node) o).valueOf("./datacite:geoLocationPlace"));
-            loc.setPoint(((Node) o).valueOf("./datacite:geoLocationPoint"));
-            res.add(loc);
-        }
-        return res;
-    }
-
-    @Override
-    protected Field<String> prepareDatasetMetadataVersionNumber(
-            final Document doc, final DataInfo info) {
-        return null; // Not present in ODF ???
-    }
-
-    @Override
-    protected Field<String> prepareDatasetLastMetadataUpdate(
-            final Document doc, final DataInfo info) {
-        return prepareField(doc, "//datacite:date[@dateType='Updated']", info);
-    }
-
-    @Override
-    protected Field<String> prepareDatasetVersion(final Document doc, final DataInfo info) {
-        return prepareField(doc, "//datacite:version", info);
-    }
-
-    @Override
-    protected Field<String> prepareDatasetSize(final Document doc, final DataInfo info) {
-        return prepareField(doc, "//datacite:size", info);
-    }
-
-    @Override
-    protected Field<String> prepareDatasetDevice(final Document doc, final DataInfo info) {
-        return null; // Not present in ODF ???
-    }
-
-    @Override
-    protected Field<String> prepareDatasetStorageDate(final Document doc, final DataInfo info) {
-        return prepareField(doc, "//datacite:date[@dateType='Issued']", info);
-    }
-
-    @Override
-    protected List<Oaf> addOtherResultRels(
-            final Document doc,
-            final KeyValue collectedFrom,
-            final DataInfo info,
-            final long lastUpdateTimestamp) {
-
-        final String docId = createOpenaireId(50, doc.valueOf("//dri:objIdentifier"), false);
-
-        final List<Oaf> res = new ArrayList<>();
-
-        for (final Object o :
-                doc.selectNodes(
-                        "//datacite:relatedIdentifier[@relatedIdentifierType='OPENAIRE']")) {
-            final String otherId = createOpenaireId(50, ((Node) o).getText(), false);
-            final String type = ((Node) o).valueOf("@relationType");
-
-            if (type.equals("IsSupplementTo")) {
-                res.add(
-                        prepareOtherResultRel(
-                                collectedFrom,
-                                info,
-                                lastUpdateTimestamp,
-                                docId,
-                                otherId,
-                                "supplement",
-                                "isSupplementTo"));
-                res.add(
-                        prepareOtherResultRel(
-                                collectedFrom,
-                                info,
-                                lastUpdateTimestamp,
-                                otherId,
-                                docId,
-                                "supplement",
-                                "isSupplementedBy"));
-            } else if (type.equals("IsPartOf")) {
-                res.add(
-                        prepareOtherResultRel(
-                                collectedFrom,
-                                info,
-                                lastUpdateTimestamp,
-                                docId,
-                                otherId,
-                                "part",
-                                "IsPartOf"));
-                res.add(
-                        prepareOtherResultRel(
-                                collectedFrom,
-                                info,
-                                lastUpdateTimestamp,
-                                otherId,
-                                docId,
-                                "part",
-                                "HasParts"));
-            } else {
-            }
-        }
-        return res;
-    }
-
-    private Relation prepareOtherResultRel(
-            final KeyValue collectedFrom,
-            final DataInfo info,
-            final long lastUpdateTimestamp,
-            final String source,
-            final String target,
-            final String subRelType,
-            final String relClass) {
-        final Relation r = new Relation();
-        r.setRelType("resultResult");
-        r.setSubRelType(subRelType);
-        r.setRelClass(relClass);
-        r.setSource(source);
-        r.setTarget(target);
-        r.setCollectedfrom(Arrays.asList(collectedFrom));
-        r.setDataInfo(info);
-        r.setLastupdatetimestamp(lastUpdateTimestamp);
-        return r;
-    }
-
-    @Override
-    protected Qualifier prepareResourceType(final Document doc, final DataInfo info) {
-        return prepareQualifier(
-                doc,
-                "//*[local-name() = 'resource']//*[local-name() = 'resourceType']",
-                "dnet:dataCite_resource",
-                "dnet:dataCite_resource");
-    }
+  @Override
+  protected Qualifier prepareResourceType(final Document doc, final DataInfo info) {
+    return prepareQualifier(
+        doc,
+        "//*[local-name() = 'resource']//*[local-name() = 'resourceType']",
+        "dnet:dataCite_resource",
+        "dnet:dataCite_resource");
+  }
 }
diff --git a/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/raw/common/AbstractMigrationApplication.java b/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/raw/common/AbstractMigrationApplication.java
index c22f7afd05..c7756be0d5 100644
--- a/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/raw/common/AbstractMigrationApplication.java
+++ b/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/raw/common/AbstractMigrationApplication.java
@@ -14,71 +14,70 @@ import org.codehaus.jackson.map.ObjectMapper;
 
 public class AbstractMigrationApplication implements Closeable {
 
-    private final AtomicInteger counter = new AtomicInteger(0);
+  private final AtomicInteger counter = new AtomicInteger(0);
 
-    private final Text key = new Text();
+  private final Text key = new Text();
 
-    private final Text value = new Text();
+  private final Text value = new Text();
 
-    private final SequenceFile.Writer writer;
+  private final SequenceFile.Writer writer;
 
-    private final ObjectMapper objectMapper = new ObjectMapper();
+  private final ObjectMapper objectMapper = new ObjectMapper();
 
-    private static final Log log = LogFactory.getLog(AbstractMigrationApplication.class);
+  private static final Log log = LogFactory.getLog(AbstractMigrationApplication.class);
 
-    protected AbstractMigrationApplication() { // ONLY FOR UNIT TEST
-        this.writer = null;
+  protected AbstractMigrationApplication() { // ONLY FOR UNIT TEST
+    this.writer = null;
+  }
+
+  public AbstractMigrationApplication(final String hdfsPath) throws Exception {
+
+    log.info(String.format("Creating SequenceFile Writer, hdfsPath=%s", hdfsPath));
+
+    this.writer =
+        SequenceFile.createWriter(
+            getConf(),
+            SequenceFile.Writer.file(new Path(hdfsPath)),
+            SequenceFile.Writer.keyClass(Text.class),
+            SequenceFile.Writer.valueClass(Text.class));
+  }
+
+  private Configuration getConf() throws IOException {
+    final Configuration conf = new Configuration();
+    /*
+     * conf.set("fs.defaultFS", hdfsNameNode); conf.set("fs.hdfs.impl",
+     * org.apache.hadoop.hdfs.DistributedFileSystem.class.getName()); conf.set("fs.file.impl",
+     * org.apache.hadoop.fs.LocalFileSystem.class.getName()); System.setProperty("HADOOP_USER_NAME", hdfsUser);
+     * System.setProperty("hadoop.home.dir", "/"); FileSystem.get(URI.create(hdfsNameNode), conf);
+     */
+    return conf;
+  }
+
+  protected void emit(final String s, final String type) {
+    try {
+      key.set(counter.getAndIncrement() + ":" + type);
+      value.set(s);
+      writer.append(key, value);
+    } catch (final Exception e) {
+      throw new RuntimeException(e);
     }
+  }
 
-    public AbstractMigrationApplication(final String hdfsPath) throws Exception {
-
-        log.info(String.format("Creating SequenceFile Writer, hdfsPath=%s", hdfsPath));
-
-        this.writer =
-                SequenceFile.createWriter(
-                        getConf(),
-                        SequenceFile.Writer.file(new Path(hdfsPath)),
-                        SequenceFile.Writer.keyClass(Text.class),
-                        SequenceFile.Writer.valueClass(Text.class));
+  protected void emitOaf(final Oaf oaf) {
+    try {
+      emit(objectMapper.writeValueAsString(oaf), oaf.getClass().getSimpleName().toLowerCase());
+    } catch (final Exception e) {
+      throw new RuntimeException(e);
     }
+  }
 
-    private Configuration getConf() throws IOException {
-        final Configuration conf = new Configuration();
-        /*
-         * conf.set("fs.defaultFS", hdfsNameNode); conf.set("fs.hdfs.impl", org.apache.hadoop.hdfs.DistributedFileSystem.class.getName());
-         * conf.set("fs.file.impl", org.apache.hadoop.fs.LocalFileSystem.class.getName()); System.setProperty("HADOOP_USER_NAME", hdfsUser);
-         * System.setProperty("hadoop.home.dir", "/"); FileSystem.get(URI.create(hdfsNameNode), conf);
-         */
-        return conf;
-    }
+  public ObjectMapper getObjectMapper() {
+    return objectMapper;
+  }
 
-    protected void emit(final String s, final String type) {
-        try {
-            key.set(counter.getAndIncrement() + ":" + type);
-            value.set(s);
-            writer.append(key, value);
-        } catch (final Exception e) {
-            throw new RuntimeException(e);
-        }
-    }
-
-    protected void emitOaf(final Oaf oaf) {
-        try {
-            emit(
-                    objectMapper.writeValueAsString(oaf),
-                    oaf.getClass().getSimpleName().toLowerCase());
-        } catch (final Exception e) {
-            throw new RuntimeException(e);
-        }
-    }
-
-    public ObjectMapper getObjectMapper() {
-        return objectMapper;
-    }
-
-    @Override
-    public void close() throws IOException {
-        writer.hflush();
-        writer.close();
-    }
+  @Override
+  public void close() throws IOException {
+    writer.hflush();
+    writer.close();
+  }
 }
diff --git a/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/raw/common/DbClient.java b/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/raw/common/DbClient.java
index 436015d2dd..ca7c9fffb6 100644
--- a/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/raw/common/DbClient.java
+++ b/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/raw/common/DbClient.java
@@ -10,52 +10,52 @@ import org.apache.commons.logging.LogFactory;
 
 public class DbClient implements Closeable {
 
-    private static final Log log = LogFactory.getLog(DbClient.class);
+  private static final Log log = LogFactory.getLog(DbClient.class);
 
-    private Connection connection;
+  private Connection connection;
 
-    public DbClient(final String address, final String login, final String password) {
+  public DbClient(final String address, final String login, final String password) {
 
-        try {
-            Class.forName("org.postgresql.Driver");
+    try {
+      Class.forName("org.postgresql.Driver");
 
-            this.connection =
-                    StringUtils.isNoneBlank(login, password)
-                            ? DriverManager.getConnection(address, login, password)
-                            : DriverManager.getConnection(address);
-            this.connection.setAutoCommit(false);
-        } catch (final Exception e) {
-            log.error("Connection to postgresDB failed");
-            throw new RuntimeException("Connection to postgresDB failed", e);
-        }
-        log.info("Opened database successfully");
+      this.connection =
+          StringUtils.isNoneBlank(login, password)
+              ? DriverManager.getConnection(address, login, password)
+              : DriverManager.getConnection(address);
+      this.connection.setAutoCommit(false);
+    } catch (final Exception e) {
+      log.error("Connection to postgresDB failed");
+      throw new RuntimeException("Connection to postgresDB failed", e);
     }
+    log.info("Opened database successfully");
+  }
 
-    public void processResults(final String sql, final Consumer<ResultSet> consumer) {
+  public void processResults(final String sql, final Consumer<ResultSet> consumer) {
 
-        try (final Statement stmt = connection.createStatement()) {
-            stmt.setFetchSize(100);
+    try (final Statement stmt = connection.createStatement()) {
+      stmt.setFetchSize(100);
 
-            try (final ResultSet rs = stmt.executeQuery(sql)) {
-                while (rs.next()) {
-                    consumer.accept(rs);
-                }
-            } catch (final SQLException e) {
-                log.error("Error executing sql query: " + sql, e);
-                throw new RuntimeException("Error executing sql query", e);
-            }
-        } catch (final SQLException e1) {
-            log.error("Error preparing sql statement", e1);
-            throw new RuntimeException("Error preparing sql statement", e1);
+      try (final ResultSet rs = stmt.executeQuery(sql)) {
+        while (rs.next()) {
+          consumer.accept(rs);
         }
+      } catch (final SQLException e) {
+        log.error("Error executing sql query: " + sql, e);
+        throw new RuntimeException("Error executing sql query", e);
+      }
+    } catch (final SQLException e1) {
+      log.error("Error preparing sql statement", e1);
+      throw new RuntimeException("Error preparing sql statement", e1);
     }
+  }
 
-    @Override
-    public void close() throws IOException {
-        try {
-            connection.close();
-        } catch (final SQLException e) {
-            throw new RuntimeException(e);
-        }
+  @Override
+  public void close() throws IOException {
+    try {
+      connection.close();
+    } catch (final SQLException e) {
+      throw new RuntimeException(e);
     }
+  }
 }
diff --git a/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/raw/common/MdstoreClient.java b/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/raw/common/MdstoreClient.java
index 321daf1e70..1602c97427 100644
--- a/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/raw/common/MdstoreClient.java
+++ b/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/raw/common/MdstoreClient.java
@@ -18,85 +18,83 @@ import org.bson.Document;
 
 public class MdstoreClient implements Closeable {
 
-    private final MongoClient client;
-    private final MongoDatabase db;
+  private final MongoClient client;
+  private final MongoDatabase db;
 
-    private static final String COLL_METADATA = "metadata";
-    private static final String COLL_METADATA_MANAGER = "metadataManager";
+  private static final String COLL_METADATA = "metadata";
+  private static final String COLL_METADATA_MANAGER = "metadataManager";
 
-    private static final Log log = LogFactory.getLog(MdstoreClient.class);
+  private static final Log log = LogFactory.getLog(MdstoreClient.class);
 
-    public MdstoreClient(final String baseUrl, final String dbName) {
-        this.client = new MongoClient(new MongoClientURI(baseUrl));
-        this.db = getDb(client, dbName);
+  public MdstoreClient(final String baseUrl, final String dbName) {
+    this.client = new MongoClient(new MongoClientURI(baseUrl));
+    this.db = getDb(client, dbName);
+  }
+
+  public Map<String, String> validCollections(
+      final String mdFormat, final String mdLayout, final String mdInterpretation) {
+
+    final Map<String, String> transactions = new HashMap<>();
+    for (final Document entry : getColl(db, COLL_METADATA_MANAGER, true).find()) {
+      final String mdId = entry.getString("mdId");
+      final String currentId = entry.getString("currentId");
+      if (StringUtils.isNoneBlank(mdId, currentId)) {
+        transactions.put(mdId, currentId);
+      }
     }
 
-    public Map<String, String> validCollections(
-            final String mdFormat, final String mdLayout, final String mdInterpretation) {
-
-        final Map<String, String> transactions = new HashMap<>();
-        for (final Document entry : getColl(db, COLL_METADATA_MANAGER, true).find()) {
-            final String mdId = entry.getString("mdId");
-            final String currentId = entry.getString("currentId");
-            if (StringUtils.isNoneBlank(mdId, currentId)) {
-                transactions.put(mdId, currentId);
-            }
-        }
-
-        final Map<String, String> res = new HashMap<>();
-        for (final Document entry : getColl(db, COLL_METADATA, true).find()) {
-            if (entry.getString("format").equals(mdFormat)
-                    && entry.getString("layout").equals(mdLayout)
-                    && entry.getString("interpretation").equals(mdInterpretation)
-                    && transactions.containsKey(entry.getString("mdId"))) {
-                res.put(entry.getString("mdId"), transactions.get(entry.getString("mdId")));
-            }
-        }
-
-        return res;
+    final Map<String, String> res = new HashMap<>();
+    for (final Document entry : getColl(db, COLL_METADATA, true).find()) {
+      if (entry.getString("format").equals(mdFormat)
+          && entry.getString("layout").equals(mdLayout)
+          && entry.getString("interpretation").equals(mdInterpretation)
+          && transactions.containsKey(entry.getString("mdId"))) {
+        res.put(entry.getString("mdId"), transactions.get(entry.getString("mdId")));
+      }
     }
 
-    private MongoDatabase getDb(final MongoClient client, final String dbName) {
-        if (!Iterables.contains(client.listDatabaseNames(), dbName)) {
-            final String err =
-                    String.format("Database '%s' not found in %s", dbName, client.getAddress());
-            log.warn(err);
-            throw new RuntimeException(err);
-        }
-        return client.getDatabase(dbName);
-    }
+    return res;
+  }
 
-    private MongoCollection<Document> getColl(
-            final MongoDatabase db, final String collName, final boolean abortIfMissing) {
-        if (!Iterables.contains(db.listCollectionNames(), collName)) {
-            final String err =
-                    String.format(
-                            String.format(
-                                    "Missing collection '%s' in database '%s'",
-                                    collName, db.getName()));
-            log.warn(err);
-            if (abortIfMissing) {
-                throw new RuntimeException(err);
-            } else {
-                return null;
-            }
-        }
-        return db.getCollection(collName);
+  private MongoDatabase getDb(final MongoClient client, final String dbName) {
+    if (!Iterables.contains(client.listDatabaseNames(), dbName)) {
+      final String err =
+          String.format("Database '%s' not found in %s", dbName, client.getAddress());
+      log.warn(err);
+      throw new RuntimeException(err);
     }
+    return client.getDatabase(dbName);
+  }
 
-    public Iterable<String> listRecords(final String collName) {
-        final MongoCollection<Document> coll = getColl(db, collName, false);
-        return coll == null
-                ? new ArrayList<>()
-                : () ->
-                        StreamSupport.stream(coll.find().spliterator(), false)
-                                .filter(e -> e.containsKey("body"))
-                                .map(e -> e.getString("body"))
-                                .iterator();
+  private MongoCollection<Document> getColl(
+      final MongoDatabase db, final String collName, final boolean abortIfMissing) {
+    if (!Iterables.contains(db.listCollectionNames(), collName)) {
+      final String err =
+          String.format(
+              String.format("Missing collection '%s' in database '%s'", collName, db.getName()));
+      log.warn(err);
+      if (abortIfMissing) {
+        throw new RuntimeException(err);
+      } else {
+        return null;
+      }
     }
+    return db.getCollection(collName);
+  }
 
-    @Override
-    public void close() throws IOException {
-        client.close();
-    }
+  public Iterable<String> listRecords(final String collName) {
+    final MongoCollection<Document> coll = getColl(db, collName, false);
+    return coll == null
+        ? new ArrayList<>()
+        : () ->
+            StreamSupport.stream(coll.find().spliterator(), false)
+                .filter(e -> e.containsKey("body"))
+                .map(e -> e.getString("body"))
+                .iterator();
+  }
+
+  @Override
+  public void close() throws IOException {
+    client.close();
+  }
 }
diff --git a/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/raw/common/MigrationConstants.java b/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/raw/common/MigrationConstants.java
index 2f31b1e035..4e0b2dbd37 100644
--- a/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/raw/common/MigrationConstants.java
+++ b/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/raw/common/MigrationConstants.java
@@ -6,28 +6,26 @@ import eu.dnetlib.dhp.schema.oaf.Qualifier;
 
 public class MigrationConstants {
 
-    public static final Qualifier PUBLICATION_RESULTTYPE_QUALIFIER =
-            qualifier(
-                    "publication",
-                    "publication",
-                    "dnet:result_typologies",
-                    "dnet:result_typologies");
-    public static final Qualifier DATASET_RESULTTYPE_QUALIFIER =
-            qualifier("dataset", "dataset", "dnet:result_typologies", "dnet:result_typologies");
-    public static final Qualifier SOFTWARE_RESULTTYPE_QUALIFIER =
-            qualifier("software", "software", "dnet:result_typologies", "dnet:result_typologies");
-    public static final Qualifier OTHER_RESULTTYPE_QUALIFIER =
-            qualifier("other", "other", "dnet:result_typologies", "dnet:result_typologies");
-    public static final Qualifier REPOSITORY_PROVENANCE_ACTIONS =
-            qualifier(
-                    "sysimport:crosswalk:repository",
-                    "sysimport:crosswalk:repository",
-                    "dnet:provenanceActions",
-                    "dnet:provenanceActions");
-    public static final Qualifier ENTITYREGISTRY_PROVENANCE_ACTION =
-            qualifier(
-                    "sysimport:crosswalk:entityregistry",
-                    "sysimport:crosswalk:entityregistry",
-                    "dnet:provenanceActions",
-                    "dnet:provenanceActions");
+  public static final Qualifier PUBLICATION_RESULTTYPE_QUALIFIER =
+      qualifier("publication", "publication", "dnet:result_typologies", "dnet:result_typologies");
+  public static final Qualifier DATASET_RESULTTYPE_QUALIFIER =
+      qualifier(
+          "dataset", "dataset",
+          "dnet:result_typologies", "dnet:result_typologies");
+  public static final Qualifier SOFTWARE_RESULTTYPE_QUALIFIER =
+      qualifier(
+          "software", "software",
+          "dnet:result_typologies", "dnet:result_typologies");
+  public static final Qualifier OTHER_RESULTTYPE_QUALIFIER =
+      qualifier(
+          "other", "other",
+          "dnet:result_typologies", "dnet:result_typologies");
+  public static final Qualifier REPOSITORY_PROVENANCE_ACTIONS =
+      qualifier(
+          "sysimport:crosswalk:repository", "sysimport:crosswalk:repository",
+          "dnet:provenanceActions", "dnet:provenanceActions");
+  public static final Qualifier ENTITYREGISTRY_PROVENANCE_ACTION =
+      qualifier(
+          "sysimport:crosswalk:entityregistry", "sysimport:crosswalk:entityregistry",
+          "dnet:provenanceActions", "dnet:provenanceActions");
 }
diff --git a/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/raw/common/OafMapperUtils.java b/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/raw/common/OafMapperUtils.java
index 0f844cda08..b9788a05cd 100644
--- a/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/raw/common/OafMapperUtils.java
+++ b/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/raw/common/OafMapperUtils.java
@@ -11,206 +11,205 @@ import org.apache.commons.lang3.StringUtils;
 
 public class OafMapperUtils {
 
-    public static KeyValue keyValue(final String k, final String v) {
-        final KeyValue kv = new KeyValue();
-        kv.setKey(k);
-        kv.setValue(v);
-        return kv;
+  public static KeyValue keyValue(final String k, final String v) {
+    final KeyValue kv = new KeyValue();
+    kv.setKey(k);
+    kv.setValue(v);
+    return kv;
+  }
+
+  public static List<KeyValue> listKeyValues(final String... s) {
+    if (s.length % 2 > 0) {
+      throw new RuntimeException("Invalid number of parameters (k,v,k,v,....)");
     }
 
-    public static List<KeyValue> listKeyValues(final String... s) {
-        if (s.length % 2 > 0) {
-            throw new RuntimeException("Invalid number of parameters (k,v,k,v,....)");
-        }
+    final List<KeyValue> list = new ArrayList<>();
+    for (int i = 0; i < s.length; i += 2) {
+      list.add(keyValue(s[i], s[i + 1]));
+    }
+    return list;
+  }
 
-        final List<KeyValue> list = new ArrayList<>();
-        for (int i = 0; i < s.length; i += 2) {
-            list.add(keyValue(s[i], s[i + 1]));
-        }
-        return list;
+  public static <T> Field<T> field(final T value, final DataInfo info) {
+    if (value == null || StringUtils.isBlank(value.toString())) {
+      return null;
     }
 
-    public static <T> Field<T> field(final T value, final DataInfo info) {
-        if (value == null || StringUtils.isBlank(value.toString())) {
-            return null;
-        }
+    final Field<T> field = new Field<>();
+    field.setValue(value);
+    field.setDataInfo(info);
+    return field;
+  }
 
-        final Field<T> field = new Field<>();
-        field.setValue(value);
-        field.setDataInfo(info);
-        return field;
+  public static List<Field<String>> listFields(final DataInfo info, final String... values) {
+    return Arrays.stream(values)
+        .map(v -> field(v, info))
+        .filter(Objects::nonNull)
+        .collect(Collectors.toList());
+  }
+
+  public static List<Field<String>> listFields(final DataInfo info, final List<String> values) {
+    return values.stream()
+        .map(v -> field(v, info))
+        .filter(Objects::nonNull)
+        .collect(Collectors.toList());
+  }
+
+  public static Qualifier qualifier(
+      final String classid,
+      final String classname,
+      final String schemeid,
+      final String schemename) {
+    final Qualifier q = new Qualifier();
+    q.setClassid(classid);
+    q.setClassname(classname);
+    q.setSchemeid(schemeid);
+    q.setSchemename(schemename);
+    return q;
+  }
+
+  public static StructuredProperty structuredProperty(
+      final String value,
+      final String classid,
+      final String classname,
+      final String schemeid,
+      final String schemename,
+      final DataInfo dataInfo) {
+
+    return structuredProperty(value, qualifier(classid, classname, schemeid, schemename), dataInfo);
+  }
+
+  public static StructuredProperty structuredProperty(
+      final String value, final Qualifier qualifier, final DataInfo dataInfo) {
+    if (value == null) {
+      return null;
     }
+    final StructuredProperty sp = new StructuredProperty();
+    sp.setValue(value);
+    sp.setQualifier(qualifier);
+    sp.setDataInfo(dataInfo);
+    return sp;
+  }
 
-    public static List<Field<String>> listFields(final DataInfo info, final String... values) {
-        return Arrays.stream(values)
-                .map(v -> field(v, info))
-                .filter(Objects::nonNull)
-                .collect(Collectors.toList());
+  public static ExtraInfo extraInfo(
+      final String name,
+      final String value,
+      final String typology,
+      final String provenance,
+      final String trust) {
+    final ExtraInfo info = new ExtraInfo();
+    info.setName(name);
+    info.setValue(value);
+    info.setTypology(typology);
+    info.setProvenance(provenance);
+    info.setTrust(trust);
+    return info;
+  }
+
+  public static OAIProvenance oaiIProvenance(
+      final String identifier,
+      final String baseURL,
+      final String metadataNamespace,
+      final Boolean altered,
+      final String datestamp,
+      final String harvestDate) {
+
+    final OriginDescription desc = new OriginDescription();
+    desc.setIdentifier(identifier);
+    desc.setBaseURL(baseURL);
+    desc.setMetadataNamespace(metadataNamespace);
+    desc.setAltered(altered);
+    desc.setDatestamp(datestamp);
+    desc.setHarvestDate(harvestDate);
+
+    final OAIProvenance p = new OAIProvenance();
+    p.setOriginDescription(desc);
+
+    return p;
+  }
+
+  public static Journal journal(
+      final String name,
+      final String issnPrinted,
+      final String issnOnline,
+      final String issnLinking,
+      final String ep,
+      final String iss,
+      final String sp,
+      final String vol,
+      final String edition,
+      final String conferenceplace,
+      final String conferencedate,
+      final DataInfo dataInfo) {
+
+    if (StringUtils.isNotBlank(name)
+        || StringUtils.isNotBlank(issnPrinted)
+        || StringUtils.isNotBlank(issnOnline)
+        || StringUtils.isNotBlank(issnLinking)) {
+      final Journal j = new Journal();
+      j.setName(name);
+      j.setIssnPrinted(issnPrinted);
+      j.setIssnOnline(issnOnline);
+      j.setIssnLinking(issnLinking);
+      j.setEp(ep);
+      j.setIss(iss);
+      j.setSp(sp);
+      j.setVol(vol);
+      j.setEdition(edition);
+      j.setConferenceplace(conferenceplace);
+      j.setConferencedate(conferencedate);
+      j.setDataInfo(dataInfo);
+      return j;
+    } else {
+      return null;
     }
+  }
 
-    public static List<Field<String>> listFields(final DataInfo info, final List<String> values) {
-        return values.stream()
-                .map(v -> field(v, info))
-                .filter(Objects::nonNull)
-                .collect(Collectors.toList());
+  public static DataInfo dataInfo(
+      final Boolean deletedbyinference,
+      final String inferenceprovenance,
+      final Boolean inferred,
+      final Boolean invisible,
+      final Qualifier provenanceaction,
+      final String trust) {
+    final DataInfo d = new DataInfo();
+    d.setDeletedbyinference(deletedbyinference);
+    d.setInferenceprovenance(inferenceprovenance);
+    d.setInferred(inferred);
+    d.setInvisible(invisible);
+    d.setProvenanceaction(provenanceaction);
+    d.setTrust(trust);
+    return d;
+  }
+
+  public static String createOpenaireId(
+      final int prefix, final String originalId, final boolean to_md5) {
+    if (to_md5) {
+      final String nsPrefix = StringUtils.substringBefore(originalId, "::");
+      final String rest = StringUtils.substringAfter(originalId, "::");
+      return String.format("%s|%s::%s", prefix, nsPrefix, DHPUtils.md5(rest));
+    } else {
+      return String.format("%s|%s", prefix, originalId);
     }
+  }
 
-    public static Qualifier qualifier(
-            final String classid,
-            final String classname,
-            final String schemeid,
-            final String schemename) {
-        final Qualifier q = new Qualifier();
-        q.setClassid(classid);
-        q.setClassname(classname);
-        q.setSchemeid(schemeid);
-        q.setSchemename(schemename);
-        return q;
+  public static String createOpenaireId(
+      final String type, final String originalId, final boolean to_md5) {
+    switch (type) {
+      case "datasource":
+        return createOpenaireId(10, originalId, to_md5);
+      case "organization":
+        return createOpenaireId(20, originalId, to_md5);
+      case "person":
+        return createOpenaireId(30, originalId, to_md5);
+      case "project":
+        return createOpenaireId(40, originalId, to_md5);
+      default:
+        return createOpenaireId(50, originalId, to_md5);
     }
+  }
 
-    public static StructuredProperty structuredProperty(
-            final String value,
-            final String classid,
-            final String classname,
-            final String schemeid,
-            final String schemename,
-            final DataInfo dataInfo) {
-
-        return structuredProperty(
-                value, qualifier(classid, classname, schemeid, schemename), dataInfo);
-    }
-
-    public static StructuredProperty structuredProperty(
-            final String value, final Qualifier qualifier, final DataInfo dataInfo) {
-        if (value == null) {
-            return null;
-        }
-        final StructuredProperty sp = new StructuredProperty();
-        sp.setValue(value);
-        sp.setQualifier(qualifier);
-        sp.setDataInfo(dataInfo);
-        return sp;
-    }
-
-    public static ExtraInfo extraInfo(
-            final String name,
-            final String value,
-            final String typology,
-            final String provenance,
-            final String trust) {
-        final ExtraInfo info = new ExtraInfo();
-        info.setName(name);
-        info.setValue(value);
-        info.setTypology(typology);
-        info.setProvenance(provenance);
-        info.setTrust(trust);
-        return info;
-    }
-
-    public static OAIProvenance oaiIProvenance(
-            final String identifier,
-            final String baseURL,
-            final String metadataNamespace,
-            final Boolean altered,
-            final String datestamp,
-            final String harvestDate) {
-
-        final OriginDescription desc = new OriginDescription();
-        desc.setIdentifier(identifier);
-        desc.setBaseURL(baseURL);
-        desc.setMetadataNamespace(metadataNamespace);
-        desc.setAltered(altered);
-        desc.setDatestamp(datestamp);
-        desc.setHarvestDate(harvestDate);
-
-        final OAIProvenance p = new OAIProvenance();
-        p.setOriginDescription(desc);
-
-        return p;
-    }
-
-    public static Journal journal(
-            final String name,
-            final String issnPrinted,
-            final String issnOnline,
-            final String issnLinking,
-            final String ep,
-            final String iss,
-            final String sp,
-            final String vol,
-            final String edition,
-            final String conferenceplace,
-            final String conferencedate,
-            final DataInfo dataInfo) {
-
-        if (StringUtils.isNotBlank(name)
-                || StringUtils.isNotBlank(issnPrinted)
-                || StringUtils.isNotBlank(issnOnline)
-                || StringUtils.isNotBlank(issnLinking)) {
-            final Journal j = new Journal();
-            j.setName(name);
-            j.setIssnPrinted(issnPrinted);
-            j.setIssnOnline(issnOnline);
-            j.setIssnLinking(issnLinking);
-            j.setEp(ep);
-            j.setIss(iss);
-            j.setSp(sp);
-            j.setVol(vol);
-            j.setEdition(edition);
-            j.setConferenceplace(conferenceplace);
-            j.setConferencedate(conferencedate);
-            j.setDataInfo(dataInfo);
-            return j;
-        } else {
-            return null;
-        }
-    }
-
-    public static DataInfo dataInfo(
-            final Boolean deletedbyinference,
-            final String inferenceprovenance,
-            final Boolean inferred,
-            final Boolean invisible,
-            final Qualifier provenanceaction,
-            final String trust) {
-        final DataInfo d = new DataInfo();
-        d.setDeletedbyinference(deletedbyinference);
-        d.setInferenceprovenance(inferenceprovenance);
-        d.setInferred(inferred);
-        d.setInvisible(invisible);
-        d.setProvenanceaction(provenanceaction);
-        d.setTrust(trust);
-        return d;
-    }
-
-    public static String createOpenaireId(
-            final int prefix, final String originalId, final boolean to_md5) {
-        if (to_md5) {
-            final String nsPrefix = StringUtils.substringBefore(originalId, "::");
-            final String rest = StringUtils.substringAfter(originalId, "::");
-            return String.format("%s|%s::%s", prefix, nsPrefix, DHPUtils.md5(rest));
-        } else {
-            return String.format("%s|%s", prefix, originalId);
-        }
-    }
-
-    public static String createOpenaireId(
-            final String type, final String originalId, final boolean to_md5) {
-        switch (type) {
-            case "datasource":
-                return createOpenaireId(10, originalId, to_md5);
-            case "organization":
-                return createOpenaireId(20, originalId, to_md5);
-            case "person":
-                return createOpenaireId(30, originalId, to_md5);
-            case "project":
-                return createOpenaireId(40, originalId, to_md5);
-            default:
-                return createOpenaireId(50, originalId, to_md5);
-        }
-    }
-
-    public static String asString(final Object o) {
-        return o == null ? "" : o.toString();
-    }
+  public static String asString(final Object o) {
+    return o == null ? "" : o.toString();
+  }
 }
diff --git a/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/raw/common/PacePerson.java b/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/raw/common/PacePerson.java
index 8d29835d16..5317983b1f 100644
--- a/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/raw/common/PacePerson.java
+++ b/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/raw/common/PacePerson.java
@@ -15,165 +15,164 @@ import org.apache.commons.lang3.text.WordUtils;
 
 public class PacePerson {
 
-    private static final String UTF8 = "UTF-8";
-    private List<String> name = Lists.newArrayList();
-    private List<String> surname = Lists.newArrayList();
-    private List<String> fullname = Lists.newArrayList();
-    private final String original;
+  private static final String UTF8 = "UTF-8";
+  private List<String> name = Lists.newArrayList();
+  private List<String> surname = Lists.newArrayList();
+  private List<String> fullname = Lists.newArrayList();
+  private final String original;
 
-    private static Set<String> particles = null;
+  private static Set<String> particles = null;
 
-    public static final String capitalize(final String s) {
-        return WordUtils.capitalize(s.toLowerCase(), ' ', '-');
+  public static final String capitalize(final String s) {
+    return WordUtils.capitalize(s.toLowerCase(), ' ', '-');
+  }
+
+  public static final String dotAbbreviations(final String s) {
+    return s.length() == 1 ? s + "." : s;
+  }
+
+  public static Set<String> loadFromClasspath(final String classpath) {
+    final Set<String> h = new HashSet<>();
+    try {
+      for (final String s : IOUtils.readLines(PacePerson.class.getResourceAsStream(classpath))) {
+        h.add(s);
+      }
+    } catch (final Throwable e) {
+      return new HashSet<>();
+    }
+    return h;
+  }
+
+  public PacePerson(String s, final boolean aggressive) {
+    original = s;
+    s = Normalizer.normalize(s, Normalizer.Form.NFD);
+    s = s.replaceAll("\\(.+\\)", "");
+    s = s.replaceAll("\\[.+\\]", "");
+    s = s.replaceAll("\\{.+\\}", "");
+    s = s.replaceAll("\\s+-\\s+", "-");
+    s = s.replaceAll("[\\p{Punct}&&[^,-]]", " ");
+    s = s.replaceAll("\\d", " ");
+    s = s.replaceAll("\\n", " ");
+    s = s.replaceAll("\\.", " ");
+    s = s.replaceAll("\\s+", " ");
+
+    if (aggressive) {
+      s = s.replaceAll("[\\p{InCombiningDiacriticalMarks}&&[^,-]]", "");
+      // s = s.replaceAll("[\\W&&[^,-]]", "");
     }
 
-    public static final String dotAbbreviations(final String s) {
-        return s.length() == 1 ? s + "." : s;
-    }
+    if (s.contains(",")) {
+      final String[] arr = s.split(",");
+      if (arr.length == 1) {
+        fullname = splitTerms(arr[0]);
+      } else if (arr.length > 1) {
+        surname = splitTerms(arr[0]);
+        name = splitTerms(arr[1]);
+        fullname.addAll(surname);
+        fullname.addAll(name);
+      }
+    } else {
+      fullname = splitTerms(s);
 
-    public static Set<String> loadFromClasspath(final String classpath) {
-        final Set<String> h = new HashSet<>();
-        try {
-            for (final String s :
-                    IOUtils.readLines(PacePerson.class.getResourceAsStream(classpath))) {
-                h.add(s);
-            }
-        } catch (final Throwable e) {
-            return new HashSet<>();
+      int lastInitialPosition = fullname.size();
+      boolean hasSurnameInUpperCase = false;
+
+      for (int i = 0; i < fullname.size(); i++) {
+        final String term = fullname.get(i);
+        if (term.length() == 1) {
+          lastInitialPosition = i;
+        } else if (term.equals(term.toUpperCase())) {
+          hasSurnameInUpperCase = true;
         }
-        return h;
-    }
+      }
 
-    public PacePerson(String s, final boolean aggressive) {
-        original = s;
-        s = Normalizer.normalize(s, Normalizer.Form.NFD);
-        s = s.replaceAll("\\(.+\\)", "");
-        s = s.replaceAll("\\[.+\\]", "");
-        s = s.replaceAll("\\{.+\\}", "");
-        s = s.replaceAll("\\s+-\\s+", "-");
-        s = s.replaceAll("[\\p{Punct}&&[^,-]]", " ");
-        s = s.replaceAll("\\d", " ");
-        s = s.replaceAll("\\n", " ");
-        s = s.replaceAll("\\.", " ");
-        s = s.replaceAll("\\s+", " ");
-
-        if (aggressive) {
-            s = s.replaceAll("[\\p{InCombiningDiacriticalMarks}&&[^,-]]", "");
-            // s = s.replaceAll("[\\W&&[^,-]]", "");
+      if (lastInitialPosition < fullname.size() - 1) { // Case: Michele G. Artini
+        name = fullname.subList(0, lastInitialPosition + 1);
+        surname = fullname.subList(lastInitialPosition + 1, fullname.size());
+      } else if (hasSurnameInUpperCase) { // Case: Michele ARTINI
+        for (final String term : fullname) {
+          if (term.length() > 1 && term.equals(term.toUpperCase())) {
+            surname.add(term);
+          } else {
+            name.add(term);
+          }
         }
+      }
+    }
+  }
 
-        if (s.contains(",")) {
-            final String[] arr = s.split(",");
-            if (arr.length == 1) {
-                fullname = splitTerms(arr[0]);
-            } else if (arr.length > 1) {
-                surname = splitTerms(arr[0]);
-                name = splitTerms(arr[1]);
-                fullname.addAll(surname);
-                fullname.addAll(name);
-            }
-        } else {
-            fullname = splitTerms(s);
-
-            int lastInitialPosition = fullname.size();
-            boolean hasSurnameInUpperCase = false;
-
-            for (int i = 0; i < fullname.size(); i++) {
-                final String term = fullname.get(i);
-                if (term.length() == 1) {
-                    lastInitialPosition = i;
-                } else if (term.equals(term.toUpperCase())) {
-                    hasSurnameInUpperCase = true;
-                }
-            }
-
-            if (lastInitialPosition < fullname.size() - 1) { // Case: Michele G. Artini
-                name = fullname.subList(0, lastInitialPosition + 1);
-                surname = fullname.subList(lastInitialPosition + 1, fullname.size());
-            } else if (hasSurnameInUpperCase) { // Case: Michele ARTINI
-                for (final String term : fullname) {
-                    if (term.length() > 1 && term.equals(term.toUpperCase())) {
-                        surname.add(term);
-                    } else {
-                        name.add(term);
-                    }
-                }
-            }
-        }
+  private List<String> splitTerms(final String s) {
+    if (particles == null) {
+      particles = loadFromClasspath("/eu/dnetlib/dhp/oa/graph/pace/name_particles.txt");
     }
 
-    private List<String> splitTerms(final String s) {
-        if (particles == null) {
-            particles = loadFromClasspath("/eu/dnetlib/dhp/oa/graph/pace/name_particles.txt");
-        }
-
-        final List<String> list = Lists.newArrayList();
-        for (final String part : Splitter.on(" ").omitEmptyStrings().split(s)) {
-            if (!particles.contains(part.toLowerCase())) {
-                list.add(part);
-            }
-        }
-        return list;
+    final List<String> list = Lists.newArrayList();
+    for (final String part : Splitter.on(" ").omitEmptyStrings().split(s)) {
+      if (!particles.contains(part.toLowerCase())) {
+        list.add(part);
+      }
     }
+    return list;
+  }
 
-    public List<String> getName() {
-        return name;
-    }
+  public List<String> getName() {
+    return name;
+  }
 
-    public String getNameString() {
-        return Joiner.on(" ").join(getName());
-    }
+  public String getNameString() {
+    return Joiner.on(" ").join(getName());
+  }
 
-    public List<String> getSurname() {
-        return surname;
-    }
+  public List<String> getSurname() {
+    return surname;
+  }
 
-    public List<String> getFullname() {
-        return fullname;
-    }
+  public List<String> getFullname() {
+    return fullname;
+  }
 
-    public String getOriginal() {
-        return original;
-    }
+  public String getOriginal() {
+    return original;
+  }
 
-    public String hash() {
-        return Hashing.murmur3_128()
-                .hashString(getNormalisedFullname(), Charset.forName(UTF8))
-                .toString();
-    }
+  public String hash() {
+    return Hashing.murmur3_128()
+        .hashString(getNormalisedFullname(), Charset.forName(UTF8))
+        .toString();
+  }
 
-    public String getNormalisedFirstName() {
-        return Joiner.on(" ").join(getCapitalFirstnames());
-    }
+  public String getNormalisedFirstName() {
+    return Joiner.on(" ").join(getCapitalFirstnames());
+  }
 
-    public String getNormalisedSurname() {
-        return Joiner.on(" ").join(getCapitalSurname());
-    }
+  public String getNormalisedSurname() {
+    return Joiner.on(" ").join(getCapitalSurname());
+  }
 
-    public String getSurnameString() {
-        return Joiner.on(" ").join(getSurname());
-    }
+  public String getSurnameString() {
+    return Joiner.on(" ").join(getSurname());
+  }
 
-    public String getNormalisedFullname() {
-        return isAccurate()
-                ? getNormalisedSurname() + ", " + getNormalisedFirstName()
-                : Joiner.on(" ").join(fullname);
-    }
+  public String getNormalisedFullname() {
+    return isAccurate()
+        ? getNormalisedSurname() + ", " + getNormalisedFirstName()
+        : Joiner.on(" ").join(fullname);
+  }
 
-    public List<String> getCapitalFirstnames() {
-        return Lists.newArrayList(
-                Iterables.transform(getNameWithAbbreviations(), PacePerson::capitalize));
-    }
+  public List<String> getCapitalFirstnames() {
+    return Lists.newArrayList(
+        Iterables.transform(getNameWithAbbreviations(), PacePerson::capitalize));
+  }
 
-    public List<String> getCapitalSurname() {
-        return Lists.newArrayList(Iterables.transform(surname, PacePerson::capitalize));
-    }
+  public List<String> getCapitalSurname() {
+    return Lists.newArrayList(Iterables.transform(surname, PacePerson::capitalize));
+  }
 
-    public List<String> getNameWithAbbreviations() {
-        return Lists.newArrayList(Iterables.transform(name, PacePerson::dotAbbreviations));
-    }
+  public List<String> getNameWithAbbreviations() {
+    return Lists.newArrayList(Iterables.transform(name, PacePerson::dotAbbreviations));
+  }
 
-    public boolean isAccurate() {
-        return name != null && surname != null && !name.isEmpty() && !surname.isEmpty();
-    }
+  public boolean isAccurate() {
+    return name != null && surname != null && !name.isEmpty() && !surname.isEmpty();
+  }
 }
diff --git a/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/sx/graph/ImportDataFromMongo.java b/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/sx/graph/ImportDataFromMongo.java
index a5803134e5..2787c61a94 100644
--- a/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/sx/graph/ImportDataFromMongo.java
+++ b/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/sx/graph/ImportDataFromMongo.java
@@ -37,116 +37,115 @@ import org.bson.conversions.Bson;
  * for each triple a sequence file of XML
  */
 public class ImportDataFromMongo {
-    /**
-     * It requires in input some parameters described on a file
-     * eu/dnetlib/dhp/graph/sx/import_from_mongo_parameters.json
-     *
-     * <p>- the name node - the paht where store HDFS File - the mongo host - the mongo port - the
-     * metadata format to import - the metadata layout to import - the metadata interpretation to
-     * import - the mongo database Name
-     *
-     * <p>This params are encoded into args
-     *
-     * @param args
-     * @throws Exception
-     */
-    public static void main(String[] args) throws Exception {
-        final ArgumentApplicationParser parser =
-                new ArgumentApplicationParser(
-                        IOUtils.toString(
-                                ImportDataFromMongo.class.getResourceAsStream(
-                                        "/eu/dnetlib/dhp/sx/graph/argumentparser/import_from_mongo_parameters.json")));
-        parser.parseArgument(args);
-        final int port = Integer.parseInt(parser.get("dbport"));
-        final String host = parser.get("dbhost");
+  /**
+   * It requires in input some parameters described on a file
+   * eu/dnetlib/dhp/graph/sx/import_from_mongo_parameters.json
+   *
+   * <p>- the name node - the paht where store HDFS File - the mongo host - the mongo port - the
+   * metadata format to import - the metadata layout to import - the metadata interpretation to
+   * import - the mongo database Name
+   *
+   * <p>This params are encoded into args
+   *
+   * @param args
+   * @throws Exception
+   */
+  public static void main(String[] args) throws Exception {
+    final ArgumentApplicationParser parser =
+        new ArgumentApplicationParser(
+            IOUtils.toString(
+                ImportDataFromMongo.class.getResourceAsStream(
+                    "/eu/dnetlib/dhp/sx/graph/argumentparser/import_from_mongo_parameters.json")));
+    parser.parseArgument(args);
+    final int port = Integer.parseInt(parser.get("dbport"));
+    final String host = parser.get("dbhost");
 
-        final String format = parser.get("format");
-        final String layout = parser.get("layout");
-        final String interpretation = parser.get("interpretation");
+    final String format = parser.get("format");
+    final String layout = parser.get("layout");
+    final String interpretation = parser.get("interpretation");
 
-        final String dbName = parser.get("dbName");
-        final MongoClient client = new MongoClient(host, port);
-        MongoDatabase database = client.getDatabase(dbName);
+    final String dbName = parser.get("dbName");
+    final MongoClient client = new MongoClient(host, port);
+    MongoDatabase database = client.getDatabase(dbName);
 
-        MongoCollection<Document> metadata = database.getCollection("metadata");
-        MongoCollection<Document> metadataManager = database.getCollection("metadataManager");
-        final DBObject query =
-                QueryBuilder.start("format")
-                        .is(format)
-                        .and("layout")
-                        .is(layout)
-                        .and("interpretation")
-                        .is(interpretation)
-                        .get();
-        final List<String> ids = new ArrayList<>();
-        metadata.find((Bson) query)
-                .forEach((Consumer<Document>) document -> ids.add(document.getString("mdId")));
-        List<String> databaseId =
-                ids.stream()
-                        .map(it -> getCurrentId(it, metadataManager))
-                        .filter(Objects::nonNull)
-                        .collect(Collectors.toList());
+    MongoCollection<Document> metadata = database.getCollection("metadata");
+    MongoCollection<Document> metadataManager = database.getCollection("metadataManager");
+    final DBObject query =
+        QueryBuilder.start("format")
+            .is(format)
+            .and("layout")
+            .is(layout)
+            .and("interpretation")
+            .is(interpretation)
+            .get();
+    final List<String> ids = new ArrayList<>();
+    metadata
+        .find((Bson) query)
+        .forEach((Consumer<Document>) document -> ids.add(document.getString("mdId")));
+    List<String> databaseId =
+        ids.stream()
+            .map(it -> getCurrentId(it, metadataManager))
+            .filter(Objects::nonNull)
+            .collect(Collectors.toList());
 
-        final String hdfsuri = parser.get("namenode");
-        // ====== Init HDFS File System Object
-        Configuration conf = new Configuration();
-        // Set FileSystem URI
-        conf.set("fs.defaultFS", hdfsuri);
-        // Because of Maven
-        conf.set("fs.hdfs.impl", org.apache.hadoop.hdfs.DistributedFileSystem.class.getName());
-        conf.set("fs.file.impl", org.apache.hadoop.fs.LocalFileSystem.class.getName());
+    final String hdfsuri = parser.get("namenode");
+    // ====== Init HDFS File System Object
+    Configuration conf = new Configuration();
+    // Set FileSystem URI
+    conf.set("fs.defaultFS", hdfsuri);
+    // Because of Maven
+    conf.set("fs.hdfs.impl", org.apache.hadoop.hdfs.DistributedFileSystem.class.getName());
+    conf.set("fs.file.impl", org.apache.hadoop.fs.LocalFileSystem.class.getName());
 
-        FileSystem.get(URI.create(hdfsuri), conf);
-        Path hdfswritepath = new Path(parser.get("targetPath"));
+    FileSystem.get(URI.create(hdfsuri), conf);
+    Path hdfswritepath = new Path(parser.get("targetPath"));
 
-        final AtomicInteger counter = new AtomicInteger(0);
-        try (SequenceFile.Writer writer =
-                SequenceFile.createWriter(
-                        conf,
-                        SequenceFile.Writer.file(hdfswritepath),
-                        SequenceFile.Writer.keyClass(IntWritable.class),
-                        SequenceFile.Writer.valueClass(Text.class))) {
-            final IntWritable key = new IntWritable(counter.get());
-            final Text value = new Text();
-            databaseId.forEach(
-                    id -> {
-                        System.out.println("Reading :" + id);
-                        MongoCollection<Document> collection = database.getCollection(id);
-                        collection
-                                .find()
-                                .forEach(
-                                        (Consumer<Document>)
-                                                document -> {
-                                                    key.set(counter.getAndIncrement());
-                                                    value.set(document.getString("body"));
+    final AtomicInteger counter = new AtomicInteger(0);
+    try (SequenceFile.Writer writer =
+        SequenceFile.createWriter(
+            conf,
+            SequenceFile.Writer.file(hdfswritepath),
+            SequenceFile.Writer.keyClass(IntWritable.class),
+            SequenceFile.Writer.valueClass(Text.class))) {
+      final IntWritable key = new IntWritable(counter.get());
+      final Text value = new Text();
+      databaseId.forEach(
+          id -> {
+            System.out.println("Reading :" + id);
+            MongoCollection<Document> collection = database.getCollection(id);
+            collection
+                .find()
+                .forEach(
+                    (Consumer<Document>)
+                        document -> {
+                          key.set(counter.getAndIncrement());
+                          value.set(document.getString("body"));
 
-                                                    if (counter.get() % 10000 == 0) {
-                                                        System.out.println(
-                                                                "Added " + counter.get());
-                                                    }
-                                                    try {
-                                                        writer.append(key, value);
-                                                    } catch (IOException e) {
-                                                        throw new RuntimeException(e);
-                                                    }
-                                                });
-                    });
-        }
+                          if (counter.get() % 10000 == 0) {
+                            System.out.println("Added " + counter.get());
+                          }
+                          try {
+                            writer.append(key, value);
+                          } catch (IOException e) {
+                            throw new RuntimeException(e);
+                          }
+                        });
+          });
     }
+  }
 
-    /**
-     * Return the name of mongo collection giving an MdStore ID
-     *
-     * @param mdId The id of the MDStore
-     * @param metadataManager The collection metadataManager on mongo which contains this
-     *     information
-     * @return
-     */
-    private static String getCurrentId(
-            final String mdId, final MongoCollection<Document> metadataManager) {
-        FindIterable<Document> result =
-                metadataManager.find((Bson) QueryBuilder.start("mdId").is(mdId).get());
-        final Document item = result.first();
-        return item == null ? null : item.getString("currentId");
-    }
+  /**
+   * Return the name of mongo collection giving an MdStore ID
+   *
+   * @param mdId The id of the MDStore
+   * @param metadataManager The collection metadataManager on mongo which contains this information
+   * @return
+   */
+  private static String getCurrentId(
+      final String mdId, final MongoCollection<Document> metadataManager) {
+    FindIterable<Document> result =
+        metadataManager.find((Bson) QueryBuilder.start("mdId").is(mdId).get());
+    final Document item = result.first();
+    return item == null ? null : item.getString("currentId");
+  }
 }
diff --git a/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/sx/graph/SparkExtractEntitiesJob.java b/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/sx/graph/SparkExtractEntitiesJob.java
index 41bc86c529..457f987ebf 100644
--- a/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/sx/graph/SparkExtractEntitiesJob.java
+++ b/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/sx/graph/SparkExtractEntitiesJob.java
@@ -27,89 +27,93 @@ import org.apache.spark.sql.SparkSession;
  * extractedEntities/relation/...
  */
 public class SparkExtractEntitiesJob {
-    static final String IDJSONPATH = "$.id";
-    static final String SOURCEJSONPATH = "$.source";
-    static final String TARGETJSONPATH = "$.target";
+  static final String IDJSONPATH = "$.id";
+  static final String SOURCEJSONPATH = "$.source";
+  static final String TARGETJSONPATH = "$.target";
 
-    public static void main(String[] args) throws Exception {
+  public static void main(String[] args) throws Exception {
 
-        final ArgumentApplicationParser parser =
-                new ArgumentApplicationParser(
-                        IOUtils.toString(
-                                SparkExtractEntitiesJob.class.getResourceAsStream(
-                                        "/eu/dnetlib/dhp/sx/graph/argumentparser/input_extract_entities_parameters.json")));
-        parser.parseArgument(args);
-        final SparkSession spark =
-                SparkSession.builder()
-                        .appName(SparkExtractEntitiesJob.class.getSimpleName())
-                        .master(parser.get("master"))
-                        .getOrCreate();
-        final JavaSparkContext sc = new JavaSparkContext(spark.sparkContext());
-        final String inputPath = parser.get("sourcePath");
-        final String targetPath = parser.get("targetPath");
-        final String tdir = parser.get("targetDir");
-        final JavaRDD<String> inputRDD = sc.textFile(inputPath);
+    final ArgumentApplicationParser parser =
+        new ArgumentApplicationParser(
+            IOUtils.toString(
+                SparkExtractEntitiesJob.class.getResourceAsStream(
+                    "/eu/dnetlib/dhp/sx/graph/argumentparser/input_extract_entities_parameters.json")));
+    parser.parseArgument(args);
+    final SparkSession spark =
+        SparkSession.builder()
+            .appName(SparkExtractEntitiesJob.class.getSimpleName())
+            .master(parser.get("master"))
+            .getOrCreate();
+    final JavaSparkContext sc = new JavaSparkContext(spark.sparkContext());
+    final String inputPath = parser.get("sourcePath");
+    final String targetPath = parser.get("targetPath");
+    final String tdir = parser.get("targetDir");
+    final JavaRDD<String> inputRDD = sc.textFile(inputPath);
 
-        List<String> entities =
-                Arrays.stream(parser.get("entities").split(","))
-                        .map(String::trim)
-                        .collect(Collectors.toList());
-        if (entities.stream().anyMatch("dataset"::equalsIgnoreCase)) {
-            // Extract Dataset
-            inputRDD.filter(SparkExtractEntitiesJob::isDataset)
-                    .saveAsTextFile(targetPath + "/dataset/" + tdir, GzipCodec.class);
-        }
-        if (entities.stream().anyMatch("unknown"::equalsIgnoreCase)) {
-            // Extract Unknown
-            inputRDD.filter(SparkExtractEntitiesJob::isUnknown)
-                    .saveAsTextFile(targetPath + "/unknown/" + tdir, GzipCodec.class);
-        }
-
-        if (entities.stream().anyMatch("relation"::equalsIgnoreCase)) {
-            // Extract Relation
-            inputRDD.filter(SparkExtractEntitiesJob::isRelation)
-                    .saveAsTextFile(targetPath + "/relation/" + tdir, GzipCodec.class);
-        }
-        if (entities.stream().anyMatch("publication"::equalsIgnoreCase)) {
-            // Extract Relation
-            inputRDD.filter(SparkExtractEntitiesJob::isPublication)
-                    .saveAsTextFile(targetPath + "/publication/" + tdir, GzipCodec.class);
-        }
+    List<String> entities =
+        Arrays.stream(parser.get("entities").split(","))
+            .map(String::trim)
+            .collect(Collectors.toList());
+    if (entities.stream().anyMatch("dataset"::equalsIgnoreCase)) {
+      // Extract Dataset
+      inputRDD
+          .filter(SparkExtractEntitiesJob::isDataset)
+          .saveAsTextFile(targetPath + "/dataset/" + tdir, GzipCodec.class);
+    }
+    if (entities.stream().anyMatch("unknown"::equalsIgnoreCase)) {
+      // Extract Unknown
+      inputRDD
+          .filter(SparkExtractEntitiesJob::isUnknown)
+          .saveAsTextFile(targetPath + "/unknown/" + tdir, GzipCodec.class);
     }
 
-    public static boolean isDataset(final String json) {
-        final String id = getJPathString(IDJSONPATH, json);
-        if (StringUtils.isBlank(id)) return false;
-        return id.startsWith("60|");
+    if (entities.stream().anyMatch("relation"::equalsIgnoreCase)) {
+      // Extract Relation
+      inputRDD
+          .filter(SparkExtractEntitiesJob::isRelation)
+          .saveAsTextFile(targetPath + "/relation/" + tdir, GzipCodec.class);
     }
+    if (entities.stream().anyMatch("publication"::equalsIgnoreCase)) {
+      // Extract Relation
+      inputRDD
+          .filter(SparkExtractEntitiesJob::isPublication)
+          .saveAsTextFile(targetPath + "/publication/" + tdir, GzipCodec.class);
+    }
+  }
 
-    public static boolean isPublication(final String json) {
-        final String id = getJPathString(IDJSONPATH, json);
-        if (StringUtils.isBlank(id)) return false;
-        return id.startsWith("50|");
-    }
+  public static boolean isDataset(final String json) {
+    final String id = getJPathString(IDJSONPATH, json);
+    if (StringUtils.isBlank(id)) return false;
+    return id.startsWith("60|");
+  }
 
-    public static boolean isUnknown(final String json) {
-        final String id = getJPathString(IDJSONPATH, json);
-        if (StringUtils.isBlank(id)) return false;
-        return id.startsWith("70|");
-    }
+  public static boolean isPublication(final String json) {
+    final String id = getJPathString(IDJSONPATH, json);
+    if (StringUtils.isBlank(id)) return false;
+    return id.startsWith("50|");
+  }
 
-    public static boolean isRelation(final String json) {
-        final String source = getJPathString(SOURCEJSONPATH, json);
-        final String target = getJPathString(TARGETJSONPATH, json);
-        return StringUtils.isNotBlank(source) && StringUtils.isNotBlank(target);
-    }
+  public static boolean isUnknown(final String json) {
+    final String id = getJPathString(IDJSONPATH, json);
+    if (StringUtils.isBlank(id)) return false;
+    return id.startsWith("70|");
+  }
 
-    public static String getJPathString(final String jsonPath, final String json) {
-        try {
-            Object o = JsonPath.read(json, jsonPath);
-            if (o instanceof String) return (String) o;
-            if (o instanceof JSONArray && ((JSONArray) o).size() > 0)
-                return (String) ((JSONArray) o).get(0);
-            return "";
-        } catch (Exception e) {
-            return "";
-        }
+  public static boolean isRelation(final String json) {
+    final String source = getJPathString(SOURCEJSONPATH, json);
+    final String target = getJPathString(TARGETJSONPATH, json);
+    return StringUtils.isNotBlank(source) && StringUtils.isNotBlank(target);
+  }
+
+  public static String getJPathString(final String jsonPath, final String json) {
+    try {
+      Object o = JsonPath.read(json, jsonPath);
+      if (o instanceof String) return (String) o;
+      if (o instanceof JSONArray && ((JSONArray) o).size() > 0)
+        return (String) ((JSONArray) o).get(0);
+      return "";
+    } catch (Exception e) {
+      return "";
     }
+  }
 }
diff --git a/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/sx/graph/SparkSXGeneratePidSimlarity.java b/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/sx/graph/SparkSXGeneratePidSimlarity.java
index fa446b3d10..cd8375df54 100644
--- a/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/sx/graph/SparkSXGeneratePidSimlarity.java
+++ b/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/sx/graph/SparkSXGeneratePidSimlarity.java
@@ -21,60 +21,59 @@ import scala.Tuple2;
  */
 public class SparkSXGeneratePidSimlarity {
 
-    static final String IDJSONPATH = "$.id";
-    static final String OBJIDPATH = "$.originalObjIdentifier";
+  static final String IDJSONPATH = "$.id";
+  static final String OBJIDPATH = "$.originalObjIdentifier";
 
-    public static void generateDataFrame(
-            final SparkSession spark,
-            final JavaSparkContext sc,
-            final String inputPath,
-            final String targetPath) {
+  public static void generateDataFrame(
+      final SparkSession spark,
+      final JavaSparkContext sc,
+      final String inputPath,
+      final String targetPath) {
 
-        final JavaPairRDD<String, String> datasetSimRel =
-                sc.textFile(inputPath + "/dataset/*")
-                        .mapToPair(
-                                (PairFunction<String, String, String>)
-                                        k ->
-                                                new Tuple2<>(
-                                                        DHPUtils.getJPathString(IDJSONPATH, k),
-                                                        DHPUtils.getJPathString(OBJIDPATH, k)))
-                        .filter(
-                                t ->
-                                        !StringUtils.substringAfter(t._1(), "|")
-                                                .equalsIgnoreCase(
-                                                        StringUtils.substringAfter(t._2(), "::")))
-                        .distinct();
+    final JavaPairRDD<String, String> datasetSimRel =
+        sc.textFile(inputPath + "/dataset/*")
+            .mapToPair(
+                (PairFunction<String, String, String>)
+                    k ->
+                        new Tuple2<>(
+                            DHPUtils.getJPathString(IDJSONPATH, k),
+                            DHPUtils.getJPathString(OBJIDPATH, k)))
+            .filter(
+                t ->
+                    !StringUtils.substringAfter(t._1(), "|")
+                        .equalsIgnoreCase(StringUtils.substringAfter(t._2(), "::")))
+            .distinct();
 
-        final JavaPairRDD<String, String> publicationSimRel =
-                sc.textFile(inputPath + "/publication/*")
-                        .mapToPair(
-                                (PairFunction<String, String, String>)
-                                        k ->
-                                                new Tuple2<>(
-                                                        DHPUtils.getJPathString(IDJSONPATH, k),
-                                                        DHPUtils.getJPathString(OBJIDPATH, k)))
-                        .filter(
-                                t ->
-                                        !StringUtils.substringAfter(t._1(), "|")
-                                                .equalsIgnoreCase(
-                                                        StringUtils.substringAfter(t._2(), "::")))
-                        .distinct();
+    final JavaPairRDD<String, String> publicationSimRel =
+        sc.textFile(inputPath + "/publication/*")
+            .mapToPair(
+                (PairFunction<String, String, String>)
+                    k ->
+                        new Tuple2<>(
+                            DHPUtils.getJPathString(IDJSONPATH, k),
+                            DHPUtils.getJPathString(OBJIDPATH, k)))
+            .filter(
+                t ->
+                    !StringUtils.substringAfter(t._1(), "|")
+                        .equalsIgnoreCase(StringUtils.substringAfter(t._2(), "::")))
+            .distinct();
 
-        JavaRDD<DLIRelation> simRel =
-                datasetSimRel
-                        .union(publicationSimRel)
-                        .map(
-                                s -> {
-                                    final DLIRelation r = new DLIRelation();
-                                    r.setSource(s._1());
-                                    r.setTarget(s._2());
-                                    r.setRelType("similar");
-                                    return r;
-                                });
-        spark.createDataset(simRel.rdd(), Encoders.bean(DLIRelation.class))
-                .distinct()
-                .write()
-                .mode(SaveMode.Overwrite)
-                .save(targetPath + "/pid_simRel");
-    }
+    JavaRDD<DLIRelation> simRel =
+        datasetSimRel
+            .union(publicationSimRel)
+            .map(
+                s -> {
+                  final DLIRelation r = new DLIRelation();
+                  r.setSource(s._1());
+                  r.setTarget(s._2());
+                  r.setRelType("similar");
+                  return r;
+                });
+    spark
+        .createDataset(simRel.rdd(), Encoders.bean(DLIRelation.class))
+        .distinct()
+        .write()
+        .mode(SaveMode.Overwrite)
+        .save(targetPath + "/pid_simRel");
+  }
 }
diff --git a/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/sx/graph/SparkScholexplorerCreateRawGraphJob.java b/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/sx/graph/SparkScholexplorerCreateRawGraphJob.java
index b528f473b7..3d1d9ec490 100644
--- a/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/sx/graph/SparkScholexplorerCreateRawGraphJob.java
+++ b/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/sx/graph/SparkScholexplorerCreateRawGraphJob.java
@@ -48,238 +48,211 @@ import scala.Tuple2;
  */
 public class SparkScholexplorerCreateRawGraphJob {
 
-    static final String IDJSONPATH = "$.id";
-    static final String SOURCEJSONPATH = "$.source";
-    static final String TARGETJSONPATH = "$.target";
-    static final String RELJSONPATH = "$.relType";
+  static final String IDJSONPATH = "$.id";
+  static final String SOURCEJSONPATH = "$.source";
+  static final String TARGETJSONPATH = "$.target";
+  static final String RELJSONPATH = "$.relType";
 
-    public static void main(String[] args) throws Exception {
+  public static void main(String[] args) throws Exception {
 
-        final ArgumentApplicationParser parser =
-                new ArgumentApplicationParser(
-                        IOUtils.toString(
-                                SparkScholexplorerCreateRawGraphJob.class.getResourceAsStream(
-                                        "/eu/dnetlib/dhp/sx/graph/argumentparser/merge_entities_scholix_parameters.json")));
-        parser.parseArgument(args);
-        final SparkSession spark =
-                SparkSession.builder()
-                        .config(
-                                new SparkConf()
-                                        .set(
-                                                "spark.serializer",
-                                                "org.apache.spark.serializer.KryoSerializer"))
-                        .appName(SparkScholexplorerCreateRawGraphJob.class.getSimpleName())
-                        .master(parser.get("master"))
-                        .getOrCreate();
-        final JavaSparkContext sc = new JavaSparkContext(spark.sparkContext());
-        final String inputPath = parser.get("sourcePath");
-        final String targetPath = parser.get("targetPath");
-        final String entity = parser.get("entity");
-        FileSystem fs = FileSystem.get(sc.sc().hadoopConfiguration());
-        List<Path> subFolder =
-                Arrays.stream(fs.listStatus(new Path(inputPath)))
-                        .filter(FileStatus::isDirectory)
-                        .map(FileStatus::getPath)
-                        .collect(Collectors.toList());
-        List<JavaRDD<String>> inputRdd = new ArrayList<>();
-        subFolder.forEach(p -> inputRdd.add(sc.textFile(p.toUri().getRawPath())));
-        JavaRDD<String> union = sc.emptyRDD();
-        for (JavaRDD<String> item : inputRdd) {
-            union = union.union(item);
-        }
-        switch (entity) {
-            case "dataset":
-                union.mapToPair(
-                                (PairFunction<String, String, DLIDataset>)
-                                        f -> {
-                                            final String id = getJPathString(IDJSONPATH, f);
-                                            ObjectMapper mapper = new ObjectMapper();
-                                            mapper.configure(
-                                                    DeserializationFeature
-                                                            .FAIL_ON_UNKNOWN_PROPERTIES,
-                                                    false);
-                                            return new Tuple2<>(
-                                                    id, mapper.readValue(f, DLIDataset.class));
-                                        })
-                        .reduceByKey(
-                                (a, b) -> {
-                                    a.mergeFrom(b);
-                                    return a;
-                                })
-                        .map(
-                                item -> {
-                                    ObjectMapper mapper = new ObjectMapper();
-                                    return mapper.writeValueAsString(item._2());
-                                })
-                        .saveAsTextFile(targetPath, GzipCodec.class);
-                break;
-            case "publication":
-                union.mapToPair(
-                                (PairFunction<String, String, DLIPublication>)
-                                        f -> {
-                                            final String id = getJPathString(IDJSONPATH, f);
-                                            ObjectMapper mapper = new ObjectMapper();
-                                            mapper.configure(
-                                                    DeserializationFeature
-                                                            .FAIL_ON_UNKNOWN_PROPERTIES,
-                                                    false);
-                                            return new Tuple2<>(
-                                                    id, mapper.readValue(f, DLIPublication.class));
-                                        })
-                        .reduceByKey(
-                                (a, b) -> {
-                                    a.mergeFrom(b);
-                                    return a;
-                                })
-                        .map(
-                                item -> {
-                                    ObjectMapper mapper = new ObjectMapper();
-                                    return mapper.writeValueAsString(item._2());
-                                })
-                        .saveAsTextFile(targetPath, GzipCodec.class);
-                break;
-            case "unknown":
-                union.mapToPair(
-                                (PairFunction<String, String, DLIUnknown>)
-                                        f -> {
-                                            final String id = getJPathString(IDJSONPATH, f);
-                                            ObjectMapper mapper = new ObjectMapper();
-                                            mapper.configure(
-                                                    DeserializationFeature
-                                                            .FAIL_ON_UNKNOWN_PROPERTIES,
-                                                    false);
-                                            return new Tuple2<>(
-                                                    id, mapper.readValue(f, DLIUnknown.class));
-                                        })
-                        .reduceByKey(
-                                (a, b) -> {
-                                    a.mergeFrom(b);
-                                    return a;
-                                })
-                        .map(
-                                item -> {
-                                    ObjectMapper mapper = new ObjectMapper();
-                                    return mapper.writeValueAsString(item._2());
-                                })
-                        .saveAsTextFile(targetPath, GzipCodec.class);
-                break;
-            case "relation":
-                SparkSXGeneratePidSimlarity.generateDataFrame(
-                        spark,
-                        sc,
-                        inputPath.replace("/relation", ""),
-                        targetPath.replace("/relation", ""));
-                RDD<DLIRelation> rdd =
-                        union.mapToPair(
-                                        (PairFunction<String, String, DLIRelation>)
-                                                f -> {
-                                                    final String source =
-                                                            getJPathString(SOURCEJSONPATH, f);
-                                                    final String target =
-                                                            getJPathString(TARGETJSONPATH, f);
-                                                    final String reltype =
-                                                            getJPathString(RELJSONPATH, f);
-                                                    ObjectMapper mapper = new ObjectMapper();
-                                                    mapper.configure(
-                                                            DeserializationFeature
-                                                                    .FAIL_ON_UNKNOWN_PROPERTIES,
-                                                            false);
-                                                    return new Tuple2<>(
-                                                            DHPUtils.md5(
-                                                                    String.format(
-                                                                            "%s::%s::%s",
-                                                                            source.toLowerCase(),
-                                                                            reltype.toLowerCase(),
-                                                                            target.toLowerCase())),
-                                                            mapper.readValue(f, DLIRelation.class));
-                                                })
-                                .reduceByKey(
-                                        (a, b) -> {
-                                            a.mergeFrom(b);
-                                            return a;
-                                        })
-                                .map(Tuple2::_2)
-                                .rdd();
-
-                spark.createDataset(rdd, Encoders.bean(DLIRelation.class))
-                        .write()
-                        .mode(SaveMode.Overwrite)
-                        .save(targetPath);
-                Dataset<Relation> rel_ds =
-                        spark.read().load(targetPath).as(Encoders.bean(Relation.class));
-
-                System.out.println(
-                        "LOADING PATH :" + targetPath.replace("/relation", "") + "/pid_simRel");
-                Dataset<Relation> sim_ds =
-                        spark.read()
-                                .load(targetPath.replace("/relation", "") + "/pid_simRel")
-                                .as(Encoders.bean(Relation.class));
-
-                Dataset<Relation> ids =
-                        sim_ds.map(
-                                (MapFunction<Relation, Relation>)
-                                        relation -> {
-                                            final String type =
-                                                    StringUtils.substringBefore(
-                                                            relation.getSource(), "|");
-                                            relation.setTarget(
-                                                    String.format(
-                                                            "%s|%s",
-                                                            type,
-                                                            StringUtils.substringAfter(
-                                                                    relation.getTarget(), "::")));
-                                            return relation;
-                                        },
-                                Encoders.bean(Relation.class));
-
-                final Dataset<Relation> firstJoin =
-                        rel_ds.joinWith(
-                                        ids,
-                                        ids.col("target").equalTo(rel_ds.col("source")),
-                                        "left_outer")
-                                .map(
-                                        (MapFunction<Tuple2<Relation, Relation>, Relation>)
-                                                s -> {
-                                                    if (s._2() != null) {
-                                                        s._1().setSource(s._2().getSource());
-                                                    }
-                                                    return s._1();
-                                                },
-                                        Encoders.bean(Relation.class));
-
-                Dataset<Relation> secondJoin =
-                        firstJoin
-                                .joinWith(
-                                        ids,
-                                        ids.col("target").equalTo(firstJoin.col("target")),
-                                        "left_outer")
-                                .map(
-                                        (MapFunction<Tuple2<Relation, Relation>, Relation>)
-                                                s -> {
-                                                    if (s._2() != null) {
-                                                        s._1().setTarget(s._2().getSource());
-                                                    }
-                                                    return s._1();
-                                                },
-                                        Encoders.bean(Relation.class));
-                secondJoin.write().mode(SaveMode.Overwrite).save(targetPath + "_fixed");
-
-                FileSystem fileSystem = FileSystem.get(sc.hadoopConfiguration());
-
-                fileSystem.delete(new Path(targetPath), true);
-                fileSystem.rename(new Path(targetPath + "_fixed"), new Path(targetPath));
-        }
+    final ArgumentApplicationParser parser =
+        new ArgumentApplicationParser(
+            IOUtils.toString(
+                SparkScholexplorerCreateRawGraphJob.class.getResourceAsStream(
+                    "/eu/dnetlib/dhp/sx/graph/argumentparser/merge_entities_scholix_parameters.json")));
+    parser.parseArgument(args);
+    final SparkSession spark =
+        SparkSession.builder()
+            .config(
+                new SparkConf()
+                    .set("spark.serializer", "org.apache.spark.serializer.KryoSerializer"))
+            .appName(SparkScholexplorerCreateRawGraphJob.class.getSimpleName())
+            .master(parser.get("master"))
+            .getOrCreate();
+    final JavaSparkContext sc = new JavaSparkContext(spark.sparkContext());
+    final String inputPath = parser.get("sourcePath");
+    final String targetPath = parser.get("targetPath");
+    final String entity = parser.get("entity");
+    FileSystem fs = FileSystem.get(sc.sc().hadoopConfiguration());
+    List<Path> subFolder =
+        Arrays.stream(fs.listStatus(new Path(inputPath)))
+            .filter(FileStatus::isDirectory)
+            .map(FileStatus::getPath)
+            .collect(Collectors.toList());
+    List<JavaRDD<String>> inputRdd = new ArrayList<>();
+    subFolder.forEach(p -> inputRdd.add(sc.textFile(p.toUri().getRawPath())));
+    JavaRDD<String> union = sc.emptyRDD();
+    for (JavaRDD<String> item : inputRdd) {
+      union = union.union(item);
     }
+    switch (entity) {
+      case "dataset":
+        union
+            .mapToPair(
+                (PairFunction<String, String, DLIDataset>)
+                    f -> {
+                      final String id = getJPathString(IDJSONPATH, f);
+                      ObjectMapper mapper = new ObjectMapper();
+                      mapper.configure(DeserializationFeature.FAIL_ON_UNKNOWN_PROPERTIES, false);
+                      return new Tuple2<>(id, mapper.readValue(f, DLIDataset.class));
+                    })
+            .reduceByKey(
+                (a, b) -> {
+                  a.mergeFrom(b);
+                  return a;
+                })
+            .map(
+                item -> {
+                  ObjectMapper mapper = new ObjectMapper();
+                  return mapper.writeValueAsString(item._2());
+                })
+            .saveAsTextFile(targetPath, GzipCodec.class);
+        break;
+      case "publication":
+        union
+            .mapToPair(
+                (PairFunction<String, String, DLIPublication>)
+                    f -> {
+                      final String id = getJPathString(IDJSONPATH, f);
+                      ObjectMapper mapper = new ObjectMapper();
+                      mapper.configure(DeserializationFeature.FAIL_ON_UNKNOWN_PROPERTIES, false);
+                      return new Tuple2<>(id, mapper.readValue(f, DLIPublication.class));
+                    })
+            .reduceByKey(
+                (a, b) -> {
+                  a.mergeFrom(b);
+                  return a;
+                })
+            .map(
+                item -> {
+                  ObjectMapper mapper = new ObjectMapper();
+                  return mapper.writeValueAsString(item._2());
+                })
+            .saveAsTextFile(targetPath, GzipCodec.class);
+        break;
+      case "unknown":
+        union
+            .mapToPair(
+                (PairFunction<String, String, DLIUnknown>)
+                    f -> {
+                      final String id = getJPathString(IDJSONPATH, f);
+                      ObjectMapper mapper = new ObjectMapper();
+                      mapper.configure(DeserializationFeature.FAIL_ON_UNKNOWN_PROPERTIES, false);
+                      return new Tuple2<>(id, mapper.readValue(f, DLIUnknown.class));
+                    })
+            .reduceByKey(
+                (a, b) -> {
+                  a.mergeFrom(b);
+                  return a;
+                })
+            .map(
+                item -> {
+                  ObjectMapper mapper = new ObjectMapper();
+                  return mapper.writeValueAsString(item._2());
+                })
+            .saveAsTextFile(targetPath, GzipCodec.class);
+        break;
+      case "relation":
+        SparkSXGeneratePidSimlarity.generateDataFrame(
+            spark, sc, inputPath.replace("/relation", ""), targetPath.replace("/relation", ""));
+        RDD<DLIRelation> rdd =
+            union
+                .mapToPair(
+                    (PairFunction<String, String, DLIRelation>)
+                        f -> {
+                          final String source = getJPathString(SOURCEJSONPATH, f);
+                          final String target = getJPathString(TARGETJSONPATH, f);
+                          final String reltype = getJPathString(RELJSONPATH, f);
+                          ObjectMapper mapper = new ObjectMapper();
+                          mapper.configure(
+                              DeserializationFeature.FAIL_ON_UNKNOWN_PROPERTIES, false);
+                          return new Tuple2<>(
+                              DHPUtils.md5(
+                                  String.format(
+                                      "%s::%s::%s",
+                                      source.toLowerCase(),
+                                      reltype.toLowerCase(),
+                                      target.toLowerCase())),
+                              mapper.readValue(f, DLIRelation.class));
+                        })
+                .reduceByKey(
+                    (a, b) -> {
+                      a.mergeFrom(b);
+                      return a;
+                    })
+                .map(Tuple2::_2)
+                .rdd();
 
-    public static String getJPathString(final String jsonPath, final String json) {
-        try {
-            Object o = JsonPath.read(json, jsonPath);
-            if (o instanceof String) return (String) o;
-            if (o instanceof JSONArray && ((JSONArray) o).size() > 0)
-                return (String) ((JSONArray) o).get(0);
-            return "";
-        } catch (Exception e) {
-            return "";
-        }
+        spark
+            .createDataset(rdd, Encoders.bean(DLIRelation.class))
+            .write()
+            .mode(SaveMode.Overwrite)
+            .save(targetPath);
+        Dataset<Relation> rel_ds = spark.read().load(targetPath).as(Encoders.bean(Relation.class));
+
+        System.out.println("LOADING PATH :" + targetPath.replace("/relation", "") + "/pid_simRel");
+        Dataset<Relation> sim_ds =
+            spark
+                .read()
+                .load(targetPath.replace("/relation", "") + "/pid_simRel")
+                .as(Encoders.bean(Relation.class));
+
+        Dataset<Relation> ids =
+            sim_ds.map(
+                (MapFunction<Relation, Relation>)
+                    relation -> {
+                      final String type = StringUtils.substringBefore(relation.getSource(), "|");
+                      relation.setTarget(
+                          String.format(
+                              "%s|%s",
+                              type, StringUtils.substringAfter(relation.getTarget(), "::")));
+                      return relation;
+                    },
+                Encoders.bean(Relation.class));
+
+        final Dataset<Relation> firstJoin =
+            rel_ds
+                .joinWith(ids, ids.col("target").equalTo(rel_ds.col("source")), "left_outer")
+                .map(
+                    (MapFunction<Tuple2<Relation, Relation>, Relation>)
+                        s -> {
+                          if (s._2() != null) {
+                            s._1().setSource(s._2().getSource());
+                          }
+                          return s._1();
+                        },
+                    Encoders.bean(Relation.class));
+
+        Dataset<Relation> secondJoin =
+            firstJoin
+                .joinWith(ids, ids.col("target").equalTo(firstJoin.col("target")), "left_outer")
+                .map(
+                    (MapFunction<Tuple2<Relation, Relation>, Relation>)
+                        s -> {
+                          if (s._2() != null) {
+                            s._1().setTarget(s._2().getSource());
+                          }
+                          return s._1();
+                        },
+                    Encoders.bean(Relation.class));
+        secondJoin.write().mode(SaveMode.Overwrite).save(targetPath + "_fixed");
+
+        FileSystem fileSystem = FileSystem.get(sc.hadoopConfiguration());
+
+        fileSystem.delete(new Path(targetPath), true);
+        fileSystem.rename(new Path(targetPath + "_fixed"), new Path(targetPath));
     }
+  }
+
+  public static String getJPathString(final String jsonPath, final String json) {
+    try {
+      Object o = JsonPath.read(json, jsonPath);
+      if (o instanceof String) return (String) o;
+      if (o instanceof JSONArray && ((JSONArray) o).size() > 0)
+        return (String) ((JSONArray) o).get(0);
+      return "";
+    } catch (Exception e) {
+      return "";
+    }
+  }
 }
diff --git a/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/sx/graph/SparkScholexplorerGraphImporter.java b/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/sx/graph/SparkScholexplorerGraphImporter.java
index b998c1b045..e0b0710c96 100644
--- a/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/sx/graph/SparkScholexplorerGraphImporter.java
+++ b/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/sx/graph/SparkScholexplorerGraphImporter.java
@@ -21,51 +21,48 @@ import scala.Tuple2;
  */
 public class SparkScholexplorerGraphImporter {
 
-    public static void main(String[] args) throws Exception {
+  public static void main(String[] args) throws Exception {
 
-        final ArgumentApplicationParser parser =
-                new ArgumentApplicationParser(
-                        IOUtils.toString(
-                                SparkScholexplorerGraphImporter.class.getResourceAsStream(
-                                        "/eu/dnetlib/dhp/sx/graph/argumentparser/input_graph_scholix_parameters.json")));
+    final ArgumentApplicationParser parser =
+        new ArgumentApplicationParser(
+            IOUtils.toString(
+                SparkScholexplorerGraphImporter.class.getResourceAsStream(
+                    "/eu/dnetlib/dhp/sx/graph/argumentparser/input_graph_scholix_parameters.json")));
 
-        parser.parseArgument(args);
-        final SparkSession spark =
-                SparkSession.builder()
-                        .appName(SparkScholexplorerGraphImporter.class.getSimpleName())
-                        .master(parser.get("master"))
-                        .getOrCreate();
-        final JavaSparkContext sc = new JavaSparkContext(spark.sparkContext());
-        final String inputPath = parser.get("sourcePath");
+    parser.parseArgument(args);
+    final SparkSession spark =
+        SparkSession.builder()
+            .appName(SparkScholexplorerGraphImporter.class.getSimpleName())
+            .master(parser.get("master"))
+            .getOrCreate();
+    final JavaSparkContext sc = new JavaSparkContext(spark.sparkContext());
+    final String inputPath = parser.get("sourcePath");
 
-        RelationMapper relationMapper = RelationMapper.load();
+    RelationMapper relationMapper = RelationMapper.load();
 
-        sc.sequenceFile(inputPath, IntWritable.class, Text.class)
-                .map(Tuple2::_2)
-                .map(Text::toString)
-                .repartition(500)
-                .flatMap(
-                        (FlatMapFunction<String, Oaf>)
-                                record -> {
-                                    switch (parser.get("entity")) {
-                                        case "dataset":
-                                            final DatasetScholexplorerParser d =
-                                                    new DatasetScholexplorerParser();
-                                            return d.parseObject(record, relationMapper).iterator();
-                                        case "publication":
-                                            final PublicationScholexplorerParser p =
-                                                    new PublicationScholexplorerParser();
-                                            return p.parseObject(record, relationMapper).iterator();
-                                        default:
-                                            throw new IllegalArgumentException(
-                                                    "wrong values of entities");
-                                    }
-                                })
-                .map(
-                        k -> {
-                            ObjectMapper mapper = new ObjectMapper();
-                            return mapper.writeValueAsString(k);
-                        })
-                .saveAsTextFile(parser.get("targetPath"), GzipCodec.class);
-    }
+    sc.sequenceFile(inputPath, IntWritable.class, Text.class)
+        .map(Tuple2::_2)
+        .map(Text::toString)
+        .repartition(500)
+        .flatMap(
+            (FlatMapFunction<String, Oaf>)
+                record -> {
+                  switch (parser.get("entity")) {
+                    case "dataset":
+                      final DatasetScholexplorerParser d = new DatasetScholexplorerParser();
+                      return d.parseObject(record, relationMapper).iterator();
+                    case "publication":
+                      final PublicationScholexplorerParser p = new PublicationScholexplorerParser();
+                      return p.parseObject(record, relationMapper).iterator();
+                    default:
+                      throw new IllegalArgumentException("wrong values of entities");
+                  }
+                })
+        .map(
+            k -> {
+              ObjectMapper mapper = new ObjectMapper();
+              return mapper.writeValueAsString(k);
+            })
+        .saveAsTextFile(parser.get("targetPath"), GzipCodec.class);
+  }
 }
diff --git a/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/sx/graph/parser/AbstractScholexplorerParser.java b/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/sx/graph/parser/AbstractScholexplorerParser.java
index 4d3cb02d68..5e11c2a536 100644
--- a/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/sx/graph/parser/AbstractScholexplorerParser.java
+++ b/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/sx/graph/parser/AbstractScholexplorerParser.java
@@ -19,196 +19,188 @@ import org.apache.commons.logging.LogFactory;
 
 public abstract class AbstractScholexplorerParser {
 
-    protected static final Log log = LogFactory.getLog(AbstractScholexplorerParser.class);
-    static final Pattern pattern =
-            Pattern.compile("10\\.\\d{4,9}/[-._;()/:A-Z0-9]+$", Pattern.CASE_INSENSITIVE);
-    private List<String> datasetSubTypes =
-            Arrays.asList(
-                    "dataset",
-                    "software",
-                    "film",
-                    "sound",
-                    "physicalobject",
-                    "audiovisual",
-                    "collection",
-                    "other",
-                    "study",
-                    "metadata");
+  protected static final Log log = LogFactory.getLog(AbstractScholexplorerParser.class);
+  static final Pattern pattern =
+      Pattern.compile("10\\.\\d{4,9}/[-._;()/:A-Z0-9]+$", Pattern.CASE_INSENSITIVE);
+  private List<String> datasetSubTypes =
+      Arrays.asList(
+          "dataset",
+          "software",
+          "film",
+          "sound",
+          "physicalobject",
+          "audiovisual",
+          "collection",
+          "other",
+          "study",
+          "metadata");
 
-    public abstract List<Oaf> parseObject(final String record, final RelationMapper relMapper);
+  public abstract List<Oaf> parseObject(final String record, final RelationMapper relMapper);
 
-    protected Map<String, String> getAttributes(final XMLStreamReader parser) {
-        final Map<String, String> attributesMap = new HashMap<>();
-        for (int i = 0; i < parser.getAttributeCount(); i++) {
-            attributesMap.put(parser.getAttributeLocalName(i), parser.getAttributeValue(i));
-        }
-        return attributesMap;
+  protected Map<String, String> getAttributes(final XMLStreamReader parser) {
+    final Map<String, String> attributesMap = new HashMap<>();
+    for (int i = 0; i < parser.getAttributeCount(); i++) {
+      attributesMap.put(parser.getAttributeLocalName(i), parser.getAttributeValue(i));
     }
+    return attributesMap;
+  }
 
-    protected List<StructuredProperty> extractSubject(List<VtdUtilityParser.Node> subjects) {
-        final List<StructuredProperty> subjectResult = new ArrayList<>();
-        if (subjects != null && subjects.size() > 0) {
-            subjects.forEach(
-                    subjectMap -> {
-                        final StructuredProperty subject = new StructuredProperty();
-                        subject.setValue(subjectMap.getTextValue());
-                        final Qualifier schema = new Qualifier();
-                        schema.setClassid("dnet:subject");
-                        schema.setClassname("dnet:subject");
-                        schema.setSchemeid(subjectMap.getAttributes().get("subjectScheme"));
-                        schema.setSchemename(subjectMap.getAttributes().get("subjectScheme"));
-                        subject.setQualifier(schema);
-                        subjectResult.add(subject);
-                    });
-        }
-        return subjectResult;
+  protected List<StructuredProperty> extractSubject(List<VtdUtilityParser.Node> subjects) {
+    final List<StructuredProperty> subjectResult = new ArrayList<>();
+    if (subjects != null && subjects.size() > 0) {
+      subjects.forEach(
+          subjectMap -> {
+            final StructuredProperty subject = new StructuredProperty();
+            subject.setValue(subjectMap.getTextValue());
+            final Qualifier schema = new Qualifier();
+            schema.setClassid("dnet:subject");
+            schema.setClassname("dnet:subject");
+            schema.setSchemeid(subjectMap.getAttributes().get("subjectScheme"));
+            schema.setSchemename(subjectMap.getAttributes().get("subjectScheme"));
+            subject.setQualifier(schema);
+            subjectResult.add(subject);
+          });
     }
+    return subjectResult;
+  }
 
-    protected StructuredProperty extractIdentifier(
-            List<VtdUtilityParser.Node> identifierType, final String fieldName) {
-        final StructuredProperty pid = new StructuredProperty();
-        if (identifierType != null && identifierType.size() > 0) {
-            final VtdUtilityParser.Node result = identifierType.get(0);
-            pid.setValue(result.getTextValue());
-            final Qualifier pidType = new Qualifier();
-            pidType.setClassname(result.getAttributes().get(fieldName));
-            pidType.setClassid(result.getAttributes().get(fieldName));
-            pidType.setSchemename("dnet:pid_types");
-            pidType.setSchemeid("dnet:pid_types");
-            pid.setQualifier(pidType);
-            return pid;
-        }
-        return null;
+  protected StructuredProperty extractIdentifier(
+      List<VtdUtilityParser.Node> identifierType, final String fieldName) {
+    final StructuredProperty pid = new StructuredProperty();
+    if (identifierType != null && identifierType.size() > 0) {
+      final VtdUtilityParser.Node result = identifierType.get(0);
+      pid.setValue(result.getTextValue());
+      final Qualifier pidType = new Qualifier();
+      pidType.setClassname(result.getAttributes().get(fieldName));
+      pidType.setClassid(result.getAttributes().get(fieldName));
+      pidType.setSchemename("dnet:pid_types");
+      pidType.setSchemeid("dnet:pid_types");
+      pid.setQualifier(pidType);
+      return pid;
     }
+    return null;
+  }
 
-    protected void inferPid(final StructuredProperty input) {
-        final Matcher matcher = pattern.matcher(input.getValue());
-        if (matcher.find()) {
-            input.setValue(matcher.group());
-            if (input.getQualifier() == null) {
-                input.setQualifier(new Qualifier());
-                input.getQualifier().setSchemename("dnet:pid_types");
-                input.getQualifier().setSchemeid("dnet:pid_types");
-            }
-            input.getQualifier().setClassid("doi");
-            input.getQualifier().setClassname("doi");
-        }
+  protected void inferPid(final StructuredProperty input) {
+    final Matcher matcher = pattern.matcher(input.getValue());
+    if (matcher.find()) {
+      input.setValue(matcher.group());
+      if (input.getQualifier() == null) {
+        input.setQualifier(new Qualifier());
+        input.getQualifier().setSchemename("dnet:pid_types");
+        input.getQualifier().setSchemeid("dnet:pid_types");
+      }
+      input.getQualifier().setClassid("doi");
+      input.getQualifier().setClassname("doi");
     }
+  }
 
-    protected String generateId(final String pid, final String pidType, final String entityType) {
-        String type;
-        switch (entityType) {
-            case "publication":
-                type = "50|";
-                break;
-            case "dataset":
-                type = "60|";
-                break;
-            case "unknown":
-                type = "70|";
-                break;
-            default:
-                throw new IllegalArgumentException("unexpected value " + entityType);
-        }
-        if ("dnet".equalsIgnoreCase(pidType)) return type + StringUtils.substringAfter(pid, "::");
-
-        return type
-                + DHPUtils.md5(
-                        String.format(
-                                "%s::%s", pid.toLowerCase().trim(), pidType.toLowerCase().trim()));
+  protected String generateId(final String pid, final String pidType, final String entityType) {
+    String type;
+    switch (entityType) {
+      case "publication":
+        type = "50|";
+        break;
+      case "dataset":
+        type = "60|";
+        break;
+      case "unknown":
+        type = "70|";
+        break;
+      default:
+        throw new IllegalArgumentException("unexpected value " + entityType);
     }
+    if ("dnet".equalsIgnoreCase(pidType)) return type + StringUtils.substringAfter(pid, "::");
 
-    protected DLIUnknown createUnknownObject(
-            final String pid,
-            final String pidType,
-            final KeyValue cf,
-            final DataInfo di,
-            final String dateOfCollection) {
-        final DLIUnknown uk = new DLIUnknown();
-        uk.setId(generateId(pid, pidType, "unknown"));
-        ProvenaceInfo pi = new ProvenaceInfo();
-        pi.setId(cf.getKey());
-        pi.setName(cf.getValue());
-        pi.setCompletionStatus("incomplete");
-        uk.setDataInfo(di);
-        uk.setDlicollectedfrom(Collections.singletonList(pi));
-        final StructuredProperty sourcePid = new StructuredProperty();
-        sourcePid.setValue(pid);
-        final Qualifier pt = new Qualifier();
-        pt.setClassname(pidType);
-        pt.setClassid(pidType);
-        pt.setSchemename("dnet:pid_types");
-        pt.setSchemeid("dnet:pid_types");
-        sourcePid.setQualifier(pt);
-        uk.setPid(Collections.singletonList(sourcePid));
-        uk.setDateofcollection(dateOfCollection);
-        return uk;
-    }
+    return type
+        + DHPUtils.md5(
+            String.format("%s::%s", pid.toLowerCase().trim(), pidType.toLowerCase().trim()));
+  }
 
-    protected void generateRelations(
-            RelationMapper relationMapper,
-            Result parsedObject,
-            List<Oaf> result,
-            DataInfo di,
-            String dateOfCollection,
-            List<VtdUtilityParser.Node> relatedIdentifiers) {
-        if (relatedIdentifiers != null) {
-            result.addAll(
-                    relatedIdentifiers.stream()
-                            .flatMap(
-                                    n -> {
-                                        final List<DLIRelation> rels = new ArrayList<>();
-                                        DLIRelation r = new DLIRelation();
-                                        r.setSource(parsedObject.getId());
-                                        final String relatedPid = n.getTextValue();
-                                        final String relatedPidType =
-                                                n.getAttributes().get("relatedIdentifierType");
-                                        final String relatedType =
-                                                n.getAttributes()
-                                                        .getOrDefault("entityType", "unknown");
-                                        String relationSemantic =
-                                                n.getAttributes().get("relationType");
-                                        String inverseRelation;
-                                        final String targetId =
-                                                generateId(relatedPid, relatedPidType, relatedType);
-                                        r.setDateOfCollection(dateOfCollection);
-                                        if (relationMapper.containsKey(
-                                                relationSemantic.toLowerCase())) {
-                                            RelInfo relInfo =
-                                                    relationMapper.get(
-                                                            relationSemantic.toLowerCase());
-                                            relationSemantic = relInfo.getOriginal();
-                                            inverseRelation = relInfo.getInverse();
-                                        } else {
-                                            relationSemantic = "Unknown";
-                                            inverseRelation = "Unknown";
-                                        }
-                                        r.setTarget(targetId);
-                                        r.setRelType(relationSemantic);
-                                        r.setRelClass("datacite");
-                                        r.setCollectedfrom(parsedObject.getCollectedfrom());
-                                        r.setDataInfo(di);
-                                        rels.add(r);
-                                        r = new DLIRelation();
-                                        r.setDataInfo(di);
-                                        r.setSource(targetId);
-                                        r.setTarget(parsedObject.getId());
-                                        r.setRelType(inverseRelation);
-                                        r.setRelClass("datacite");
-                                        r.setCollectedfrom(parsedObject.getCollectedfrom());
-                                        r.setDateOfCollection(dateOfCollection);
-                                        rels.add(r);
-                                        if ("unknown".equalsIgnoreCase(relatedType))
-                                            result.add(
-                                                    createUnknownObject(
-                                                            relatedPid,
-                                                            relatedPidType,
-                                                            parsedObject.getCollectedfrom().get(0),
-                                                            di,
-                                                            dateOfCollection));
-                                        return rels.stream();
-                                    })
-                            .collect(Collectors.toList()));
-        }
+  protected DLIUnknown createUnknownObject(
+      final String pid,
+      final String pidType,
+      final KeyValue cf,
+      final DataInfo di,
+      final String dateOfCollection) {
+    final DLIUnknown uk = new DLIUnknown();
+    uk.setId(generateId(pid, pidType, "unknown"));
+    ProvenaceInfo pi = new ProvenaceInfo();
+    pi.setId(cf.getKey());
+    pi.setName(cf.getValue());
+    pi.setCompletionStatus("incomplete");
+    uk.setDataInfo(di);
+    uk.setDlicollectedfrom(Collections.singletonList(pi));
+    final StructuredProperty sourcePid = new StructuredProperty();
+    sourcePid.setValue(pid);
+    final Qualifier pt = new Qualifier();
+    pt.setClassname(pidType);
+    pt.setClassid(pidType);
+    pt.setSchemename("dnet:pid_types");
+    pt.setSchemeid("dnet:pid_types");
+    sourcePid.setQualifier(pt);
+    uk.setPid(Collections.singletonList(sourcePid));
+    uk.setDateofcollection(dateOfCollection);
+    return uk;
+  }
+
+  protected void generateRelations(
+      RelationMapper relationMapper,
+      Result parsedObject,
+      List<Oaf> result,
+      DataInfo di,
+      String dateOfCollection,
+      List<VtdUtilityParser.Node> relatedIdentifiers) {
+    if (relatedIdentifiers != null) {
+      result.addAll(
+          relatedIdentifiers.stream()
+              .flatMap(
+                  n -> {
+                    final List<DLIRelation> rels = new ArrayList<>();
+                    DLIRelation r = new DLIRelation();
+                    r.setSource(parsedObject.getId());
+                    final String relatedPid = n.getTextValue();
+                    final String relatedPidType = n.getAttributes().get("relatedIdentifierType");
+                    final String relatedType =
+                        n.getAttributes().getOrDefault("entityType", "unknown");
+                    String relationSemantic = n.getAttributes().get("relationType");
+                    String inverseRelation;
+                    final String targetId = generateId(relatedPid, relatedPidType, relatedType);
+                    r.setDateOfCollection(dateOfCollection);
+                    if (relationMapper.containsKey(relationSemantic.toLowerCase())) {
+                      RelInfo relInfo = relationMapper.get(relationSemantic.toLowerCase());
+                      relationSemantic = relInfo.getOriginal();
+                      inverseRelation = relInfo.getInverse();
+                    } else {
+                      relationSemantic = "Unknown";
+                      inverseRelation = "Unknown";
+                    }
+                    r.setTarget(targetId);
+                    r.setRelType(relationSemantic);
+                    r.setRelClass("datacite");
+                    r.setCollectedfrom(parsedObject.getCollectedfrom());
+                    r.setDataInfo(di);
+                    rels.add(r);
+                    r = new DLIRelation();
+                    r.setDataInfo(di);
+                    r.setSource(targetId);
+                    r.setTarget(parsedObject.getId());
+                    r.setRelType(inverseRelation);
+                    r.setRelClass("datacite");
+                    r.setCollectedfrom(parsedObject.getCollectedfrom());
+                    r.setDateOfCollection(dateOfCollection);
+                    rels.add(r);
+                    if ("unknown".equalsIgnoreCase(relatedType))
+                      result.add(
+                          createUnknownObject(
+                              relatedPid,
+                              relatedPidType,
+                              parsedObject.getCollectedfrom().get(0),
+                              di,
+                              dateOfCollection));
+                    return rels.stream();
+                  })
+              .collect(Collectors.toList()));
     }
+  }
 }
diff --git a/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/sx/graph/parser/DatasetScholexplorerParser.java b/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/sx/graph/parser/DatasetScholexplorerParser.java
index 1fb77c147a..07b711106b 100644
--- a/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/sx/graph/parser/DatasetScholexplorerParser.java
+++ b/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/sx/graph/parser/DatasetScholexplorerParser.java
@@ -17,267 +17,254 @@ import java.util.stream.Collectors;
 import org.apache.commons.lang3.StringUtils;
 
 public class DatasetScholexplorerParser extends AbstractScholexplorerParser {
-    @Override
-    public List<Oaf> parseObject(String record, final RelationMapper relationMapper) {
-        try {
-            final DLIDataset parsedObject = new DLIDataset();
-            final VTDGen vg = new VTDGen();
-            vg.setDoc(record.getBytes());
-            final List<Oaf> result = new ArrayList<>();
-            vg.parse(true);
+  @Override
+  public List<Oaf> parseObject(String record, final RelationMapper relationMapper) {
+    try {
+      final DLIDataset parsedObject = new DLIDataset();
+      final VTDGen vg = new VTDGen();
+      vg.setDoc(record.getBytes());
+      final List<Oaf> result = new ArrayList<>();
+      vg.parse(true);
 
-            final VTDNav vn = vg.getNav();
-            final AutoPilot ap = new AutoPilot(vn);
+      final VTDNav vn = vg.getNav();
+      final AutoPilot ap = new AutoPilot(vn);
 
-            DataInfo di = new DataInfo();
-            di.setTrust("0.9");
-            di.setDeletedbyinference(false);
-            di.setInvisible(false);
-            parsedObject.setDataInfo(di);
+      DataInfo di = new DataInfo();
+      di.setTrust("0.9");
+      di.setDeletedbyinference(false);
+      di.setInvisible(false);
+      parsedObject.setDataInfo(di);
 
-            parsedObject.setOriginalId(
-                    Collections.singletonList(
-                            VtdUtilityParser.getSingleValue(
-                                    ap, vn, "//*[local-name()='recordIdentifier']")));
+      parsedObject.setOriginalId(
+          Collections.singletonList(
+              VtdUtilityParser.getSingleValue(ap, vn, "//*[local-name()='recordIdentifier']")));
 
-            parsedObject.setOriginalObjIdentifier(
-                    VtdUtilityParser.getSingleValue(ap, vn, "//*[local-name()='objIdentifier']"));
-            String dateOfCollection =
-                    VtdUtilityParser.getSingleValue(ap, vn, "//*[local-name()='dateOfCollection']");
-            parsedObject.setDateofcollection(dateOfCollection);
+      parsedObject.setOriginalObjIdentifier(
+          VtdUtilityParser.getSingleValue(ap, vn, "//*[local-name()='objIdentifier']"));
+      String dateOfCollection =
+          VtdUtilityParser.getSingleValue(ap, vn, "//*[local-name()='dateOfCollection']");
+      parsedObject.setDateofcollection(dateOfCollection);
 
-            final String resolvedDate =
-                    VtdUtilityParser.getSingleValue(ap, vn, "//*[local-name()='resolvedDate']");
+      final String resolvedDate =
+          VtdUtilityParser.getSingleValue(ap, vn, "//*[local-name()='resolvedDate']");
 
-            if (StringUtils.isNotBlank(resolvedDate)) {
-                StructuredProperty currentDate = new StructuredProperty();
-                currentDate.setValue(resolvedDate);
-                final Qualifier dateQualifier = new Qualifier();
-                dateQualifier.setClassname("resolvedDate");
-                dateQualifier.setClassid("resolvedDate");
-                dateQualifier.setSchemename("dnet::date");
-                dateQualifier.setSchemeid("dnet::date");
-                currentDate.setQualifier(dateQualifier);
-                parsedObject.setRelevantdate(Collections.singletonList(currentDate));
-            }
+      if (StringUtils.isNotBlank(resolvedDate)) {
+        StructuredProperty currentDate = new StructuredProperty();
+        currentDate.setValue(resolvedDate);
+        final Qualifier dateQualifier = new Qualifier();
+        dateQualifier.setClassname("resolvedDate");
+        dateQualifier.setClassid("resolvedDate");
+        dateQualifier.setSchemename("dnet::date");
+        dateQualifier.setSchemeid("dnet::date");
+        currentDate.setQualifier(dateQualifier);
+        parsedObject.setRelevantdate(Collections.singletonList(currentDate));
+      }
 
-            final String completionStatus =
-                    VtdUtilityParser.getSingleValue(ap, vn, "//*[local-name()='completionStatus']");
-            final String provisionMode =
-                    VtdUtilityParser.getSingleValue(ap, vn, "//*[local-name()='provisionMode']");
+      final String completionStatus =
+          VtdUtilityParser.getSingleValue(ap, vn, "//*[local-name()='completionStatus']");
+      final String provisionMode =
+          VtdUtilityParser.getSingleValue(ap, vn, "//*[local-name()='provisionMode']");
 
-            final String publisher =
-                    VtdUtilityParser.getSingleValue(
-                            ap, vn, "//*[local-name()='resource']/*[local-name()='publisher']");
+      final String publisher =
+          VtdUtilityParser.getSingleValue(
+              ap, vn, "//*[local-name()='resource']/*[local-name()='publisher']");
 
-            List<VtdUtilityParser.Node> collectedFromNodes =
-                    VtdUtilityParser.getTextValuesWithAttributes(
-                            ap,
-                            vn,
-                            "//*[local-name()='collectedFrom']",
-                            Arrays.asList("name", "id", "mode", "completionStatus"));
+      List<VtdUtilityParser.Node> collectedFromNodes =
+          VtdUtilityParser.getTextValuesWithAttributes(
+              ap,
+              vn,
+              "//*[local-name()='collectedFrom']",
+              Arrays.asList("name", "id", "mode", "completionStatus"));
 
-            List<VtdUtilityParser.Node> resolvededFromNodes =
-                    VtdUtilityParser.getTextValuesWithAttributes(
-                            ap,
-                            vn,
-                            "//*[local-name()='resolvedFrom']",
-                            Arrays.asList("name", "id", "mode", "completionStatus"));
+      List<VtdUtilityParser.Node> resolvededFromNodes =
+          VtdUtilityParser.getTextValuesWithAttributes(
+              ap,
+              vn,
+              "//*[local-name()='resolvedFrom']",
+              Arrays.asList("name", "id", "mode", "completionStatus"));
 
-            Field<String> pf = new Field<>();
-            pf.setValue(publisher);
+      Field<String> pf = new Field<>();
+      pf.setValue(publisher);
 
-            parsedObject.setPublisher(pf);
-            final List<ProvenaceInfo> provenances = new ArrayList<>();
-            if (collectedFromNodes != null && collectedFromNodes.size() > 0) {
-                collectedFromNodes.forEach(
-                        it -> {
-                            final ProvenaceInfo provenance = new ProvenaceInfo();
-                            provenance.setId(it.getAttributes().get("id"));
-                            provenance.setName(it.getAttributes().get("name"));
-                            provenance.setCollectionMode(provisionMode);
-                            provenance.setCompletionStatus(
-                                    it.getAttributes().get("completionStatus"));
-                            provenances.add(provenance);
-                        });
-            }
+      parsedObject.setPublisher(pf);
+      final List<ProvenaceInfo> provenances = new ArrayList<>();
+      if (collectedFromNodes != null && collectedFromNodes.size() > 0) {
+        collectedFromNodes.forEach(
+            it -> {
+              final ProvenaceInfo provenance = new ProvenaceInfo();
+              provenance.setId(it.getAttributes().get("id"));
+              provenance.setName(it.getAttributes().get("name"));
+              provenance.setCollectionMode(provisionMode);
+              provenance.setCompletionStatus(it.getAttributes().get("completionStatus"));
+              provenances.add(provenance);
+            });
+      }
 
-            if (resolvededFromNodes != null && resolvededFromNodes.size() > 0) {
-                resolvededFromNodes.forEach(
-                        it -> {
-                            final ProvenaceInfo provenance = new ProvenaceInfo();
-                            provenance.setId(it.getAttributes().get("id"));
-                            provenance.setName(it.getAttributes().get("name"));
-                            provenance.setCollectionMode("resolved");
-                            provenance.setCompletionStatus(
-                                    it.getAttributes().get("completionStatus"));
-                            provenances.add(provenance);
-                        });
-            }
+      if (resolvededFromNodes != null && resolvededFromNodes.size() > 0) {
+        resolvededFromNodes.forEach(
+            it -> {
+              final ProvenaceInfo provenance = new ProvenaceInfo();
+              provenance.setId(it.getAttributes().get("id"));
+              provenance.setName(it.getAttributes().get("name"));
+              provenance.setCollectionMode("resolved");
+              provenance.setCompletionStatus(it.getAttributes().get("completionStatus"));
+              provenances.add(provenance);
+            });
+      }
 
-            parsedObject.setDlicollectedfrom(provenances);
-            parsedObject.setCollectedfrom(
-                    parsedObject.getDlicollectedfrom().stream()
-                            .map(
-                                    p -> {
-                                        final KeyValue cf = new KeyValue();
-                                        cf.setKey(p.getId());
-                                        cf.setValue(p.getName());
-                                        return cf;
-                                    })
-                            .collect(Collectors.toList()));
-            parsedObject.setCompletionStatus(
-                    VtdUtilityParser.getSingleValue(
-                            ap, vn, "//*[local-name()='completionStatus']"));
+      parsedObject.setDlicollectedfrom(provenances);
+      parsedObject.setCollectedfrom(
+          parsedObject.getDlicollectedfrom().stream()
+              .map(
+                  p -> {
+                    final KeyValue cf = new KeyValue();
+                    cf.setKey(p.getId());
+                    cf.setValue(p.getName());
+                    return cf;
+                  })
+              .collect(Collectors.toList()));
+      parsedObject.setCompletionStatus(
+          VtdUtilityParser.getSingleValue(ap, vn, "//*[local-name()='completionStatus']"));
 
-            final List<Node> identifierType =
-                    VtdUtilityParser.getTextValuesWithAttributes(
-                            ap,
-                            vn,
-                            "//*[local-name()='resource']/*[local-name()='identifier']",
-                            Collections.singletonList("identifierType"));
+      final List<Node> identifierType =
+          VtdUtilityParser.getTextValuesWithAttributes(
+              ap,
+              vn,
+              "//*[local-name()='resource']/*[local-name()='identifier']",
+              Collections.singletonList("identifierType"));
 
-            StructuredProperty currentPid = extractIdentifier(identifierType, "identifierType");
-            if (currentPid == null) return null;
-            inferPid(currentPid);
-            parsedObject.setPid(Collections.singletonList(currentPid));
+      StructuredProperty currentPid = extractIdentifier(identifierType, "identifierType");
+      if (currentPid == null) return null;
+      inferPid(currentPid);
+      parsedObject.setPid(Collections.singletonList(currentPid));
 
-            final String sourceId =
-                    generateId(
-                            currentPid.getValue(),
-                            currentPid.getQualifier().getClassid(),
-                            "dataset");
-            parsedObject.setId(sourceId);
+      final String sourceId =
+          generateId(currentPid.getValue(), currentPid.getQualifier().getClassid(), "dataset");
+      parsedObject.setId(sourceId);
 
-            List<String> descs =
-                    VtdUtilityParser.getTextValue(ap, vn, "//*[local-name()='description']");
-            if (descs != null && descs.size() > 0)
-                parsedObject.setDescription(
-                        descs.stream()
-                                .map(it -> it.length() < 10000 ? it : it.substring(0, 10000))
-                                .map(
-                                        it -> {
-                                            final Field<String> d = new Field<>();
-                                            d.setValue(it);
-                                            return d;
-                                        })
-                                .collect(Collectors.toList()));
+      List<String> descs = VtdUtilityParser.getTextValue(ap, vn, "//*[local-name()='description']");
+      if (descs != null && descs.size() > 0)
+        parsedObject.setDescription(
+            descs.stream()
+                .map(it -> it.length() < 10000 ? it : it.substring(0, 10000))
+                .map(
+                    it -> {
+                      final Field<String> d = new Field<>();
+                      d.setValue(it);
+                      return d;
+                    })
+                .collect(Collectors.toList()));
 
-            final List<Node> relatedIdentifiers =
-                    VtdUtilityParser.getTextValuesWithAttributes(
-                            ap,
-                            vn,
-                            "//*[local-name()='relatedIdentifier']",
-                            Arrays.asList(
-                                    "relatedIdentifierType",
-                                    "relationType",
-                                    "entityType",
-                                    "inverseRelationType"));
+      final List<Node> relatedIdentifiers =
+          VtdUtilityParser.getTextValuesWithAttributes(
+              ap,
+              vn,
+              "//*[local-name()='relatedIdentifier']",
+              Arrays.asList(
+                  "relatedIdentifierType", "relationType", "entityType", "inverseRelationType"));
 
-            generateRelations(
-                    relationMapper, parsedObject, result, di, dateOfCollection, relatedIdentifiers);
+      generateRelations(
+          relationMapper, parsedObject, result, di, dateOfCollection, relatedIdentifiers);
 
-            final List<Node> hostedBy =
-                    VtdUtilityParser.getTextValuesWithAttributes(
-                            ap, vn, "//*[local-name()='hostedBy']", Arrays.asList("id", "name"));
+      final List<Node> hostedBy =
+          VtdUtilityParser.getTextValuesWithAttributes(
+              ap, vn, "//*[local-name()='hostedBy']", Arrays.asList("id", "name"));
 
-            if (hostedBy != null) {
-                parsedObject.setInstance(
-                        hostedBy.stream()
-                                .map(
-                                        it -> {
-                                            final Instance i = new Instance();
-                                            i.setUrl(
-                                                    Collections.singletonList(
-                                                            currentPid.getValue()));
-                                            KeyValue h = new KeyValue();
-                                            i.setHostedby(h);
-                                            h.setKey(it.getAttributes().get("id"));
-                                            h.setValue(it.getAttributes().get("name"));
-                                            return i;
-                                        })
-                                .collect(Collectors.toList()));
-            }
+      if (hostedBy != null) {
+        parsedObject.setInstance(
+            hostedBy.stream()
+                .map(
+                    it -> {
+                      final Instance i = new Instance();
+                      i.setUrl(Collections.singletonList(currentPid.getValue()));
+                      KeyValue h = new KeyValue();
+                      i.setHostedby(h);
+                      h.setKey(it.getAttributes().get("id"));
+                      h.setValue(it.getAttributes().get("name"));
+                      return i;
+                    })
+                .collect(Collectors.toList()));
+      }
 
-            List<StructuredProperty> subjects =
-                    extractSubject(
-                            VtdUtilityParser.getTextValuesWithAttributes(
-                                    ap,
-                                    vn,
-                                    "//*[local-name()='resource']//*[local-name()='subject']",
-                                    Collections.singletonList("subjectScheme")));
+      List<StructuredProperty> subjects =
+          extractSubject(
+              VtdUtilityParser.getTextValuesWithAttributes(
+                  ap,
+                  vn,
+                  "//*[local-name()='resource']//*[local-name()='subject']",
+                  Collections.singletonList("subjectScheme")));
 
-            parsedObject.setSubject(subjects);
+      parsedObject.setSubject(subjects);
 
-            Qualifier q = new Qualifier();
-            q.setClassname("dataset");
-            q.setClassid("dataset");
-            q.setSchemename("dataset");
-            q.setSchemeid("dataset");
-            parsedObject.setResulttype(q);
+      Qualifier q = new Qualifier();
+      q.setClassname("dataset");
+      q.setClassid("dataset");
+      q.setSchemename("dataset");
+      q.setSchemeid("dataset");
+      parsedObject.setResulttype(q);
 
-            parsedObject.setCompletionStatus(completionStatus);
+      parsedObject.setCompletionStatus(completionStatus);
 
-            final List<String> creators =
-                    VtdUtilityParser.getTextValue(
-                            ap,
-                            vn,
-                            "//*[local-name()='resource']//*[local-name()='creator']/*[local-name()='creatorName']");
-            if (creators != null && creators.size() > 0) {
-                parsedObject.setAuthor(
-                        creators.stream()
-                                .map(
-                                        a -> {
-                                            final Author author = new Author();
-                                            author.setFullname(a);
-                                            return author;
-                                        })
-                                .collect(Collectors.toList()));
-            }
-            final List<String> titles =
-                    VtdUtilityParser.getTextValue(
-                            ap, vn, "//*[local-name()='resource']//*[local-name()='title']");
-            if (titles != null && titles.size() > 0) {
-                parsedObject.setTitle(
-                        titles.stream()
-                                .map(
-                                        t -> {
-                                            final StructuredProperty st = new StructuredProperty();
-                                            st.setValue(t);
-                                            return st;
-                                        })
-                                .collect(Collectors.toList()));
-            }
+      final List<String> creators =
+          VtdUtilityParser.getTextValue(
+              ap,
+              vn,
+              "//*[local-name()='resource']//*[local-name()='creator']/*[local-name()='creatorName']");
+      if (creators != null && creators.size() > 0) {
+        parsedObject.setAuthor(
+            creators.stream()
+                .map(
+                    a -> {
+                      final Author author = new Author();
+                      author.setFullname(a);
+                      return author;
+                    })
+                .collect(Collectors.toList()));
+      }
+      final List<String> titles =
+          VtdUtilityParser.getTextValue(
+              ap, vn, "//*[local-name()='resource']//*[local-name()='title']");
+      if (titles != null && titles.size() > 0) {
+        parsedObject.setTitle(
+            titles.stream()
+                .map(
+                    t -> {
+                      final StructuredProperty st = new StructuredProperty();
+                      st.setValue(t);
+                      return st;
+                    })
+                .collect(Collectors.toList()));
+      }
 
-            final List<String> dates =
-                    VtdUtilityParser.getTextValue(
-                            ap,
-                            vn,
-                            "//*[local-name()='resource']/*[local-name()='dates']/*[local-name()='date']");
+      final List<String> dates =
+          VtdUtilityParser.getTextValue(
+              ap,
+              vn,
+              "//*[local-name()='resource']/*[local-name()='dates']/*[local-name()='date']");
 
-            if (dates != null && dates.size() > 0) {
-                parsedObject.setRelevantdate(
-                        dates.stream()
-                                .map(
-                                        cd -> {
-                                            StructuredProperty date = new StructuredProperty();
-                                            date.setValue(cd);
-                                            final Qualifier dq = new Qualifier();
-                                            dq.setClassname("date");
-                                            dq.setClassid("date");
-                                            dq.setSchemename("dnet::date");
-                                            dq.setSchemeid("dnet::date");
-                                            date.setQualifier(dq);
-                                            return date;
-                                        })
-                                .collect(Collectors.toList()));
-            }
+      if (dates != null && dates.size() > 0) {
+        parsedObject.setRelevantdate(
+            dates.stream()
+                .map(
+                    cd -> {
+                      StructuredProperty date = new StructuredProperty();
+                      date.setValue(cd);
+                      final Qualifier dq = new Qualifier();
+                      dq.setClassname("date");
+                      dq.setClassid("date");
+                      dq.setSchemename("dnet::date");
+                      dq.setSchemeid("dnet::date");
+                      date.setQualifier(dq);
+                      return date;
+                    })
+                .collect(Collectors.toList()));
+      }
 
-            result.add(parsedObject);
-            return result;
-        } catch (Throwable e) {
-            log.error("Error on parsing record " + record, e);
-            return null;
-        }
+      result.add(parsedObject);
+      return result;
+    } catch (Throwable e) {
+      log.error("Error on parsing record " + record, e);
+      return null;
     }
+  }
 }
diff --git a/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/sx/graph/parser/PublicationScholexplorerParser.java b/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/sx/graph/parser/PublicationScholexplorerParser.java
index ad560805a1..2f7d484173 100644
--- a/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/sx/graph/parser/PublicationScholexplorerParser.java
+++ b/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/sx/graph/parser/PublicationScholexplorerParser.java
@@ -18,241 +18,226 @@ import org.apache.commons.lang3.StringUtils;
 
 public class PublicationScholexplorerParser extends AbstractScholexplorerParser {
 
-    @Override
-    public List<Oaf> parseObject(final String record, final RelationMapper relationMapper) {
-        try {
-            final List<Oaf> result = new ArrayList<>();
-            final DLIPublication parsedObject = new DLIPublication();
-            final VTDGen vg = new VTDGen();
-            vg.setDoc(record.getBytes());
-            vg.parse(true);
+  @Override
+  public List<Oaf> parseObject(final String record, final RelationMapper relationMapper) {
+    try {
+      final List<Oaf> result = new ArrayList<>();
+      final DLIPublication parsedObject = new DLIPublication();
+      final VTDGen vg = new VTDGen();
+      vg.setDoc(record.getBytes());
+      vg.parse(true);
 
-            final VTDNav vn = vg.getNav();
-            final AutoPilot ap = new AutoPilot(vn);
+      final VTDNav vn = vg.getNav();
+      final AutoPilot ap = new AutoPilot(vn);
 
-            final DataInfo di = new DataInfo();
-            di.setTrust("0.9");
-            di.setDeletedbyinference(false);
-            di.setInvisible(false);
+      final DataInfo di = new DataInfo();
+      di.setTrust("0.9");
+      di.setDeletedbyinference(false);
+      di.setInvisible(false);
 
-            String dateOfCollection =
-                    VtdUtilityParser.getSingleValue(ap, vn, "//*[local-name()='dateOfCollection']");
-            parsedObject.setDateofcollection(dateOfCollection);
+      String dateOfCollection =
+          VtdUtilityParser.getSingleValue(ap, vn, "//*[local-name()='dateOfCollection']");
+      parsedObject.setDateofcollection(dateOfCollection);
 
-            final String resolvedDate =
-                    VtdUtilityParser.getSingleValue(ap, vn, "//*[local-name()='resolvedDate']");
-            parsedObject.setOriginalId(
-                    Collections.singletonList(
-                            VtdUtilityParser.getSingleValue(
-                                    ap, vn, "//*[local-name()='recordIdentifier']")));
+      final String resolvedDate =
+          VtdUtilityParser.getSingleValue(ap, vn, "//*[local-name()='resolvedDate']");
+      parsedObject.setOriginalId(
+          Collections.singletonList(
+              VtdUtilityParser.getSingleValue(ap, vn, "//*[local-name()='recordIdentifier']")));
 
-            if (StringUtils.isNotBlank(resolvedDate)) {
-                StructuredProperty currentDate = new StructuredProperty();
-                currentDate.setValue(resolvedDate);
-                final Qualifier dateQualifier = new Qualifier();
-                dateQualifier.setClassname("resolvedDate");
-                dateQualifier.setClassid("resolvedDate");
-                dateQualifier.setSchemename("dnet::date");
-                dateQualifier.setSchemeid("dnet::date");
-                currentDate.setQualifier(dateQualifier);
-                parsedObject.setRelevantdate(Collections.singletonList(currentDate));
-            }
+      if (StringUtils.isNotBlank(resolvedDate)) {
+        StructuredProperty currentDate = new StructuredProperty();
+        currentDate.setValue(resolvedDate);
+        final Qualifier dateQualifier = new Qualifier();
+        dateQualifier.setClassname("resolvedDate");
+        dateQualifier.setClassid("resolvedDate");
+        dateQualifier.setSchemename("dnet::date");
+        dateQualifier.setSchemeid("dnet::date");
+        currentDate.setQualifier(dateQualifier);
+        parsedObject.setRelevantdate(Collections.singletonList(currentDate));
+      }
 
-            final List<Node> pid =
-                    VtdUtilityParser.getTextValuesWithAttributes(
-                            ap, vn, "//*[local-name()='pid']", Arrays.asList("type"));
+      final List<Node> pid =
+          VtdUtilityParser.getTextValuesWithAttributes(
+              ap, vn, "//*[local-name()='pid']", Arrays.asList("type"));
 
-            StructuredProperty currentPid = extractIdentifier(pid, "type");
-            if (currentPid == null) return null;
-            inferPid(currentPid);
-            parsedObject.setPid(Collections.singletonList(currentPid));
-            final String sourceId =
-                    generateId(
-                            currentPid.getValue(),
-                            currentPid.getQualifier().getClassid(),
-                            "publication");
-            parsedObject.setId(sourceId);
+      StructuredProperty currentPid = extractIdentifier(pid, "type");
+      if (currentPid == null) return null;
+      inferPid(currentPid);
+      parsedObject.setPid(Collections.singletonList(currentPid));
+      final String sourceId =
+          generateId(currentPid.getValue(), currentPid.getQualifier().getClassid(), "publication");
+      parsedObject.setId(sourceId);
 
-            parsedObject.setOriginalObjIdentifier(
-                    VtdUtilityParser.getSingleValue(ap, vn, "//*[local-name()='objIdentifier']"));
+      parsedObject.setOriginalObjIdentifier(
+          VtdUtilityParser.getSingleValue(ap, vn, "//*[local-name()='objIdentifier']"));
 
-            String provisionMode =
-                    VtdUtilityParser.getSingleValue(ap, vn, "//*[local-name()='provisionMode']");
+      String provisionMode =
+          VtdUtilityParser.getSingleValue(ap, vn, "//*[local-name()='provisionMode']");
 
-            List<Node> collectedFromNodes =
-                    VtdUtilityParser.getTextValuesWithAttributes(
-                            ap,
-                            vn,
-                            "//*[local-name()='collectedFrom']",
-                            Arrays.asList("name", "id", "mode", "completionStatus"));
+      List<Node> collectedFromNodes =
+          VtdUtilityParser.getTextValuesWithAttributes(
+              ap,
+              vn,
+              "//*[local-name()='collectedFrom']",
+              Arrays.asList("name", "id", "mode", "completionStatus"));
 
-            List<Node> resolvededFromNodes =
-                    VtdUtilityParser.getTextValuesWithAttributes(
-                            ap,
-                            vn,
-                            "//*[local-name()='resolvedFrom']",
-                            Arrays.asList("name", "id", "mode", "completionStatus"));
+      List<Node> resolvededFromNodes =
+          VtdUtilityParser.getTextValuesWithAttributes(
+              ap,
+              vn,
+              "//*[local-name()='resolvedFrom']",
+              Arrays.asList("name", "id", "mode", "completionStatus"));
 
-            final String publisher =
-                    VtdUtilityParser.getSingleValue(ap, vn, "//*[local-name()='publisher']");
-            Field<String> pf = new Field<>();
-            pf.setValue(publisher);
+      final String publisher =
+          VtdUtilityParser.getSingleValue(ap, vn, "//*[local-name()='publisher']");
+      Field<String> pf = new Field<>();
+      pf.setValue(publisher);
 
-            parsedObject.setPublisher(pf);
-            final List<ProvenaceInfo> provenances = new ArrayList<>();
-            if (collectedFromNodes != null && collectedFromNodes.size() > 0) {
-                collectedFromNodes.forEach(
-                        it -> {
-                            final ProvenaceInfo provenance = new ProvenaceInfo();
-                            provenance.setId(it.getAttributes().get("id"));
-                            provenance.setName(it.getAttributes().get("name"));
-                            provenance.setCollectionMode(provisionMode);
-                            provenance.setCompletionStatus(
-                                    it.getAttributes().get("completionStatus"));
-                            provenances.add(provenance);
-                        });
-            }
+      parsedObject.setPublisher(pf);
+      final List<ProvenaceInfo> provenances = new ArrayList<>();
+      if (collectedFromNodes != null && collectedFromNodes.size() > 0) {
+        collectedFromNodes.forEach(
+            it -> {
+              final ProvenaceInfo provenance = new ProvenaceInfo();
+              provenance.setId(it.getAttributes().get("id"));
+              provenance.setName(it.getAttributes().get("name"));
+              provenance.setCollectionMode(provisionMode);
+              provenance.setCompletionStatus(it.getAttributes().get("completionStatus"));
+              provenances.add(provenance);
+            });
+      }
 
-            if (resolvededFromNodes != null && resolvededFromNodes.size() > 0) {
-                resolvededFromNodes.forEach(
-                        it -> {
-                            final ProvenaceInfo provenance = new ProvenaceInfo();
-                            provenance.setId(it.getAttributes().get("id"));
-                            provenance.setName(it.getAttributes().get("name"));
-                            provenance.setCollectionMode("resolved");
-                            provenance.setCompletionStatus(
-                                    it.getAttributes().get("completionStatus"));
-                            provenances.add(provenance);
-                        });
-            }
+      if (resolvededFromNodes != null && resolvededFromNodes.size() > 0) {
+        resolvededFromNodes.forEach(
+            it -> {
+              final ProvenaceInfo provenance = new ProvenaceInfo();
+              provenance.setId(it.getAttributes().get("id"));
+              provenance.setName(it.getAttributes().get("name"));
+              provenance.setCollectionMode("resolved");
+              provenance.setCompletionStatus(it.getAttributes().get("completionStatus"));
+              provenances.add(provenance);
+            });
+      }
 
-            parsedObject.setDlicollectedfrom(provenances);
-            parsedObject.setCompletionStatus(
-                    VtdUtilityParser.getSingleValue(
-                            ap, vn, "//*[local-name()='completionStatus']"));
+      parsedObject.setDlicollectedfrom(provenances);
+      parsedObject.setCompletionStatus(
+          VtdUtilityParser.getSingleValue(ap, vn, "//*[local-name()='completionStatus']"));
 
-            parsedObject.setCollectedfrom(
-                    parsedObject.getDlicollectedfrom().stream()
-                            .map(
-                                    p -> {
-                                        final KeyValue cf = new KeyValue();
-                                        cf.setKey(p.getId());
-                                        cf.setValue(p.getName());
-                                        return cf;
-                                    })
-                            .collect(Collectors.toList()));
+      parsedObject.setCollectedfrom(
+          parsedObject.getDlicollectedfrom().stream()
+              .map(
+                  p -> {
+                    final KeyValue cf = new KeyValue();
+                    cf.setKey(p.getId());
+                    cf.setValue(p.getName());
+                    return cf;
+                  })
+              .collect(Collectors.toList()));
 
-            final List<Node> relatedIdentifiers =
-                    VtdUtilityParser.getTextValuesWithAttributes(
-                            ap,
-                            vn,
-                            "//*[local-name()='relatedIdentifier']",
-                            Arrays.asList(
-                                    "relatedIdentifierType",
-                                    "relationType",
-                                    "entityType",
-                                    "inverseRelationType"));
-            generateRelations(
-                    relationMapper, parsedObject, result, di, dateOfCollection, relatedIdentifiers);
+      final List<Node> relatedIdentifiers =
+          VtdUtilityParser.getTextValuesWithAttributes(
+              ap,
+              vn,
+              "//*[local-name()='relatedIdentifier']",
+              Arrays.asList(
+                  "relatedIdentifierType", "relationType", "entityType", "inverseRelationType"));
+      generateRelations(
+          relationMapper, parsedObject, result, di, dateOfCollection, relatedIdentifiers);
 
-            final List<Node> hostedBy =
-                    VtdUtilityParser.getTextValuesWithAttributes(
-                            ap, vn, "//*[local-name()='hostedBy']", Arrays.asList("id", "name"));
+      final List<Node> hostedBy =
+          VtdUtilityParser.getTextValuesWithAttributes(
+              ap, vn, "//*[local-name()='hostedBy']", Arrays.asList("id", "name"));
 
-            if (hostedBy != null) {
-                parsedObject.setInstance(
-                        hostedBy.stream()
-                                .map(
-                                        it -> {
-                                            final Instance i = new Instance();
-                                            i.setUrl(
-                                                    Collections.singletonList(
-                                                            currentPid.getValue()));
-                                            KeyValue h = new KeyValue();
-                                            i.setHostedby(h);
-                                            h.setKey(it.getAttributes().get("id"));
-                                            h.setValue(it.getAttributes().get("name"));
-                                            return i;
-                                        })
-                                .collect(Collectors.toList()));
-            }
+      if (hostedBy != null) {
+        parsedObject.setInstance(
+            hostedBy.stream()
+                .map(
+                    it -> {
+                      final Instance i = new Instance();
+                      i.setUrl(Collections.singletonList(currentPid.getValue()));
+                      KeyValue h = new KeyValue();
+                      i.setHostedby(h);
+                      h.setKey(it.getAttributes().get("id"));
+                      h.setValue(it.getAttributes().get("name"));
+                      return i;
+                    })
+                .collect(Collectors.toList()));
+      }
 
-            final List<String> authorsNode =
-                    VtdUtilityParser.getTextValue(ap, vn, "//*[local-name()='creator']");
-            if (authorsNode != null)
-                parsedObject.setAuthor(
-                        authorsNode.stream()
-                                .map(
-                                        a -> {
-                                            final Author author = new Author();
-                                            author.setFullname(a);
-                                            return author;
-                                        })
-                                .collect(Collectors.toList()));
+      final List<String> authorsNode =
+          VtdUtilityParser.getTextValue(ap, vn, "//*[local-name()='creator']");
+      if (authorsNode != null)
+        parsedObject.setAuthor(
+            authorsNode.stream()
+                .map(
+                    a -> {
+                      final Author author = new Author();
+                      author.setFullname(a);
+                      return author;
+                    })
+                .collect(Collectors.toList()));
 
-            final List<String> titles =
-                    VtdUtilityParser.getTextValue(ap, vn, "//*[local-name()='title']");
-            if (titles != null) {
-                parsedObject.setTitle(
-                        titles.stream()
-                                .map(
-                                        t -> {
-                                            final StructuredProperty st = new StructuredProperty();
-                                            st.setValue(t);
-                                            return st;
-                                        })
-                                .collect(Collectors.toList()));
-            }
+      final List<String> titles =
+          VtdUtilityParser.getTextValue(ap, vn, "//*[local-name()='title']");
+      if (titles != null) {
+        parsedObject.setTitle(
+            titles.stream()
+                .map(
+                    t -> {
+                      final StructuredProperty st = new StructuredProperty();
+                      st.setValue(t);
+                      return st;
+                    })
+                .collect(Collectors.toList()));
+      }
 
-            Field<String> description = new Field<>();
+      Field<String> description = new Field<>();
 
-            description.setValue(
-                    VtdUtilityParser.getSingleValue(ap, vn, "//*[local-name()='description']"));
+      description.setValue(
+          VtdUtilityParser.getSingleValue(ap, vn, "//*[local-name()='description']"));
 
-            if (StringUtils.isNotBlank(description.getValue())
-                    && description.getValue().length() > 10000) {
-                description.setValue(description.getValue().substring(0, 10000));
-            }
+      if (StringUtils.isNotBlank(description.getValue())
+          && description.getValue().length() > 10000) {
+        description.setValue(description.getValue().substring(0, 10000));
+      }
 
-            parsedObject.setDescription(Collections.singletonList(description));
+      parsedObject.setDescription(Collections.singletonList(description));
 
-            final String cd = VtdUtilityParser.getSingleValue(ap, vn, "//*[local-name()='date']");
+      final String cd = VtdUtilityParser.getSingleValue(ap, vn, "//*[local-name()='date']");
 
-            StructuredProperty date = new StructuredProperty();
-            date.setValue(cd);
-            final Qualifier dq = new Qualifier();
-            dq.setClassname("date");
-            dq.setClassid("date");
-            dq.setSchemename("dnet::date");
-            dq.setSchemeid("dnet::date");
-            date.setQualifier(dq);
-            parsedObject.setRelevantdate(Collections.singletonList(date));
+      StructuredProperty date = new StructuredProperty();
+      date.setValue(cd);
+      final Qualifier dq = new Qualifier();
+      dq.setClassname("date");
+      dq.setClassid("date");
+      dq.setSchemename("dnet::date");
+      dq.setSchemeid("dnet::date");
+      date.setQualifier(dq);
+      parsedObject.setRelevantdate(Collections.singletonList(date));
 
-            List<StructuredProperty> subjects =
-                    extractSubject(
-                            VtdUtilityParser.getTextValuesWithAttributes(
-                                    ap,
-                                    vn,
-                                    "//*[local-name()='subject']",
-                                    Collections.singletonList("scheme")));
-            parsedObject.setSubject(subjects);
+      List<StructuredProperty> subjects =
+          extractSubject(
+              VtdUtilityParser.getTextValuesWithAttributes(
+                  ap, vn, "//*[local-name()='subject']", Collections.singletonList("scheme")));
+      parsedObject.setSubject(subjects);
 
-            parsedObject.setDataInfo(di);
+      parsedObject.setDataInfo(di);
 
-            parsedObject.setSubject(subjects);
-            Qualifier q = new Qualifier();
-            q.setClassname("publication");
-            q.setClassid("publication");
-            q.setSchemename("publication");
-            q.setSchemeid("publication");
-            parsedObject.setResulttype(q);
-            result.add(parsedObject);
-            return result;
+      parsedObject.setSubject(subjects);
+      Qualifier q = new Qualifier();
+      q.setClassname("publication");
+      q.setClassid("publication");
+      q.setSchemename("publication");
+      q.setSchemeid("publication");
+      parsedObject.setResulttype(q);
+      result.add(parsedObject);
+      return result;
 
-        } catch (Throwable e) {
-            log.error("Input record: " + record);
-            log.error("Error on parsing record ", e);
-            return null;
-        }
+    } catch (Throwable e) {
+      log.error("Input record: " + record);
+      log.error("Error on parsing record ", e);
+      return null;
     }
+  }
 }
diff --git a/dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/oa/graph/hive/oozie_app/workflow.xml b/dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/oa/graph/hive/oozie_app/workflow.xml
index dc1fa092df..e837ac6b31 100644
--- a/dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/oa/graph/hive/oozie_app/workflow.xml
+++ b/dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/oa/graph/hive/oozie_app/workflow.xml
@@ -83,7 +83,7 @@
             <master>yarn</master>
             <mode>cluster</mode>
             <name>MapGraphAsHiveDB</name>
-            <class>eu.dnetlib.dhp.oa.graph.GraphHiveImporterJob</class>
+            <class>eu.dnetlib.dhp.oa.graph.hive.GraphHiveImporterJob</class>
             <jar>dhp-graph-mapper-${projectVersion}.jar</jar>
             <spark-opts>
                 --executor-memory=${sparkExecutorMemory}
diff --git a/dhp-workflows/dhp-graph-mapper/src/test/java/eu/dnetlib/dhp/oa/graph/GraphHiveImporterJobTest.java b/dhp-workflows/dhp-graph-mapper/src/test/java/eu/dnetlib/dhp/oa/graph/GraphHiveImporterJobTest.java
index e35339bfab..06d9d1e8ad 100644
--- a/dhp-workflows/dhp-graph-mapper/src/test/java/eu/dnetlib/dhp/oa/graph/GraphHiveImporterJobTest.java
+++ b/dhp-workflows/dhp-graph-mapper/src/test/java/eu/dnetlib/dhp/oa/graph/GraphHiveImporterJobTest.java
@@ -1,5 +1,6 @@
 package eu.dnetlib.dhp.oa.graph;
 
+import eu.dnetlib.dhp.oa.graph.hive.GraphHiveImporterJob;
 import eu.dnetlib.dhp.schema.common.ModelSupport;
 import java.io.IOException;
 import java.nio.file.Files;
@@ -17,74 +18,74 @@ import org.slf4j.LoggerFactory;
 
 public class GraphHiveImporterJobTest {
 
-    private static final Logger log = LoggerFactory.getLogger(GraphHiveImporterJobTest.class);
+  private static final Logger log = LoggerFactory.getLogger(GraphHiveImporterJobTest.class);
 
-    public static final String JDBC_DERBY_TEMPLATE =
-            "jdbc:derby:;databaseName=%s/junit_metastore_db;create=true";
+  public static final String JDBC_DERBY_TEMPLATE =
+      "jdbc:derby:;databaseName=%s/junit_metastore_db;create=true";
 
-    private static SparkSession spark;
+  private static SparkSession spark;
 
-    private static Path workingDir;
+  private static Path workingDir;
 
-    private static String dbName;
+  private static String dbName;
 
-    @BeforeAll
-    public static void beforeAll() throws IOException {
-        workingDir = Files.createTempDirectory(GraphHiveImporterJobTest.class.getSimpleName());
-        log.info("using work dir {}", workingDir);
+  @BeforeAll
+  public static void beforeAll() throws IOException {
+    workingDir = Files.createTempDirectory(GraphHiveImporterJobTest.class.getSimpleName());
+    log.info("using work dir {}", workingDir);
 
-        dbName = RandomStringUtils.randomAlphabetic(5);
-        log.info("using DB name {}", "test_" + dbName);
+    dbName = RandomStringUtils.randomAlphabetic(5);
+    log.info("using DB name {}", "test_" + dbName);
 
-        SparkConf conf = new SparkConf();
-        conf.setAppName(GraphHiveImporterJobTest.class.getSimpleName());
+    SparkConf conf = new SparkConf();
+    conf.setAppName(GraphHiveImporterJobTest.class.getSimpleName());
 
-        conf.setMaster("local[*]");
-        conf.set("spark.driver.host", "localhost");
-        conf.set("hive.metastore.local", "true");
-        conf.set("spark.ui.enabled", "false");
-        conf.set("spark.sql.warehouse.dir", workingDir.toString());
-        conf.set("hive.metastore.warehouse.dir", workingDir.resolve("warehouse").toString());
-        conf.set(
-                "javax.jdo.option.ConnectionURL",
-                String.format(JDBC_DERBY_TEMPLATE, workingDir.resolve("warehouse").toString()));
+    conf.setMaster("local[*]");
+    conf.set("spark.driver.host", "localhost");
+    conf.set("hive.metastore.local", "true");
+    conf.set("spark.ui.enabled", "false");
+    conf.set("spark.sql.warehouse.dir", workingDir.toString());
+    conf.set("hive.metastore.warehouse.dir", workingDir.resolve("warehouse").toString());
+    conf.set(
+        "javax.jdo.option.ConnectionURL",
+        String.format(JDBC_DERBY_TEMPLATE, workingDir.resolve("warehouse").toString()));
 
-        spark =
-                SparkSession.builder()
-                        .appName(GraphHiveImporterJobTest.class.getSimpleName())
-                        .config(conf)
-                        .enableHiveSupport()
-                        .getOrCreate();
-    }
+    spark =
+        SparkSession.builder()
+            .appName(GraphHiveImporterJobTest.class.getSimpleName())
+            .config(conf)
+            .enableHiveSupport()
+            .getOrCreate();
+  }
 
-    @AfterAll
-    public static void afterAll() throws IOException {
-        FileUtils.deleteDirectory(workingDir.toFile());
-        spark.stop();
-    }
+  @AfterAll
+  public static void afterAll() throws IOException {
+    FileUtils.deleteDirectory(workingDir.toFile());
+    spark.stop();
+  }
 
-    @Test
-    public void testImportGraphAsHiveDB() throws Exception {
+  @Test
+  public void testImportGraphAsHiveDB() throws Exception {
 
-        GraphHiveImporterJob.main(
-                new String[] {
-                    "-isSparkSessionManaged",
-                    Boolean.FALSE.toString(),
-                    "-inputPath",
-                    getClass().getResource("/eu/dnetlib/dhp/oa/graph/sample").getPath(),
-                    "-hiveMetastoreUris",
-                    "",
-                    "-hiveDbName",
-                    dbName
-                });
+    GraphHiveImporterJob.main(
+        new String[] {
+          "-isSparkSessionManaged",
+          Boolean.FALSE.toString(),
+          "-inputPath",
+          getClass().getResource("/eu/dnetlib/dhp/oa/graph/sample").getPath(),
+          "-hiveMetastoreUris",
+          "",
+          "-hiveDbName",
+          dbName
+        });
 
-        ModelSupport.oafTypes.forEach(
-                (name, clazz) -> {
-                    long count = spark.read().table(dbName + "." + name).count();
-                    int expected = name.equals("relation") ? 100 : 10;
+    ModelSupport.oafTypes.forEach(
+        (name, clazz) -> {
+          long count = spark.read().table(dbName + "." + name).count();
+          int expected = name.equals("relation") ? 100 : 10;
 
-                    Assertions.assertEquals(
-                            expected, count, String.format("%s should be %s", name, expected));
-                });
-    }
+          Assertions.assertEquals(
+              expected, count, String.format("%s should be %s", name, expected));
+        });
+  }
 }
diff --git a/dhp-workflows/dhp-graph-mapper/src/test/java/eu/dnetlib/dhp/oa/graph/raw/MappersTest.java b/dhp-workflows/dhp-graph-mapper/src/test/java/eu/dnetlib/dhp/oa/graph/raw/MappersTest.java
index b09c5d6385..89740718bb 100644
--- a/dhp-workflows/dhp-graph-mapper/src/test/java/eu/dnetlib/dhp/oa/graph/raw/MappersTest.java
+++ b/dhp-workflows/dhp-graph-mapper/src/test/java/eu/dnetlib/dhp/oa/graph/raw/MappersTest.java
@@ -25,116 +25,121 @@ import org.mockito.junit.jupiter.MockitoExtension;
 @ExtendWith(MockitoExtension.class)
 public class MappersTest {
 
-    @Mock private Map<String, String> code2name;
+  @Mock private Map<String, String> code2name;
 
-    @BeforeEach
-    public void setUp() throws Exception {
-        when(code2name.get(anyString())).thenAnswer(invocation -> invocation.getArgument(0));
-    }
+  @BeforeEach
+  public void setUp() throws Exception {
+    when(code2name.get(anyString())).thenAnswer(invocation -> invocation.getArgument(0));
+  }
 
-    @Test
-    void testPublication() throws IOException {
-        final String xml = IOUtils.toString(getClass().getResourceAsStream("oaf_record.xml"));
+  @Test
+  void testPublication() throws IOException {
+    final String xml = IOUtils.toString(getClass().getResourceAsStream("oaf_record.xml"));
 
-        final List<Oaf> list = new OafToOafMapper(code2name).processMdRecord(xml);
+    final List<Oaf> list = new OafToOafMapper(code2name).processMdRecord(xml);
 
-        assertEquals(3, list.size());
-        assertTrue(list.get(0) instanceof Publication);
-        assertTrue(list.get(1) instanceof Relation);
-        assertTrue(list.get(2) instanceof Relation);
+    assertEquals(3, list.size());
+    assertTrue(list.get(0) instanceof Publication);
+    assertTrue(list.get(1) instanceof Relation);
+    assertTrue(list.get(2) instanceof Relation);
 
-        final Publication p = (Publication) list.get(0);
-        final Relation r1 = (Relation) list.get(1);
-        final Relation r2 = (Relation) list.get(2);
+    final Publication p = (Publication) list.get(0);
+    final Relation r1 = (Relation) list.get(1);
+    final Relation r2 = (Relation) list.get(2);
 
-        assertValidId(p.getId());
-        assertValidId(p.getCollectedfrom().get(0).getKey());
-        assertTrue(StringUtils.isNotBlank(p.getTitle().get(0).getValue()));
-        assertTrue(p.getAuthor().size() > 0);
-        assertTrue(p.getSubject().size() > 0);
-        assertTrue(StringUtils.isNotBlank(p.getJournal().getIssnOnline()));
-        assertTrue(StringUtils.isNotBlank(p.getJournal().getName()));
+    assertValidId(p.getId());
+    assertValidId(p.getCollectedfrom().get(0).getKey());
+    assertTrue(StringUtils.isNotBlank(p.getTitle().get(0).getValue()));
+    assertTrue(p.getAuthor().size() > 0);
+    assertTrue(p.getSubject().size() > 0);
+    assertTrue(StringUtils.isNotBlank(p.getJournal().getIssnOnline()));
+    assertTrue(StringUtils.isNotBlank(p.getJournal().getName()));
+    assertTrue(p.getInstance().size() > 0);
 
-        assertValidId(r1.getSource());
-        assertValidId(r1.getTarget());
-        assertValidId(r2.getSource());
-        assertValidId(r2.getTarget());
-        assertValidId(r1.getCollectedfrom().get(0).getKey());
-        assertValidId(r2.getCollectedfrom().get(0).getKey());
-        assertNotNull(r1.getDataInfo());
-        assertNotNull(r2.getDataInfo());
-        assertNotNull(r1.getDataInfo().getTrust());
-        assertNotNull(r2.getDataInfo().getTrust());
-        assertEquals(r1.getSource(), r2.getTarget());
-        assertEquals(r2.getSource(), r1.getTarget());
-        assertTrue(StringUtils.isNotBlank(r1.getRelClass()));
-        assertTrue(StringUtils.isNotBlank(r2.getRelClass()));
-        assertTrue(StringUtils.isNotBlank(r1.getRelType()));
-        assertTrue(StringUtils.isNotBlank(r2.getRelType()));
+    assertValidId(r1.getSource());
+    assertValidId(r1.getTarget());
+    assertValidId(r2.getSource());
+    assertValidId(r2.getTarget());
+    assertValidId(r1.getCollectedfrom().get(0).getKey());
+    assertValidId(r2.getCollectedfrom().get(0).getKey());
+    assertNotNull(r1.getDataInfo());
+    assertNotNull(r2.getDataInfo());
+    assertNotNull(r1.getDataInfo().getTrust());
+    assertNotNull(r2.getDataInfo().getTrust());
+    assertEquals(r1.getSource(), r2.getTarget());
+    assertEquals(r2.getSource(), r1.getTarget());
+    assertTrue(StringUtils.isNotBlank(r1.getRelClass()));
+    assertTrue(StringUtils.isNotBlank(r2.getRelClass()));
+    assertTrue(StringUtils.isNotBlank(r1.getRelType()));
+    assertTrue(StringUtils.isNotBlank(r2.getRelType()));
 
-        // System.out.println(new ObjectMapper().writeValueAsString(r1));
-        // System.out.println(new ObjectMapper().writeValueAsString(r2));
-    }
+    // System.out.println(new ObjectMapper().writeValueAsString(r1));
+    // System.out.println(new ObjectMapper().writeValueAsString(r2));
+  }
 
-    @Test
-    void testDataset() throws IOException {
-        final String xml = IOUtils.toString(getClass().getResourceAsStream("odf_dataset.xml"));
+  @Test
+  void testDataset() throws IOException {
+    final String xml = IOUtils.toString(getClass().getResourceAsStream("odf_dataset.xml"));
 
-        final List<Oaf> list = new OdfToOafMapper(code2name).processMdRecord(xml);
+    final List<Oaf> list = new OdfToOafMapper(code2name).processMdRecord(xml);
 
-        assertEquals(3, list.size());
-        assertTrue(list.get(0) instanceof Dataset);
-        assertTrue(list.get(1) instanceof Relation);
-        assertTrue(list.get(2) instanceof Relation);
+    assertEquals(3, list.size());
+    assertTrue(list.get(0) instanceof Dataset);
+    assertTrue(list.get(1) instanceof Relation);
+    assertTrue(list.get(2) instanceof Relation);
 
-        final Dataset d = (Dataset) list.get(0);
-        final Relation r1 = (Relation) list.get(1);
-        final Relation r2 = (Relation) list.get(2);
+    final Dataset d = (Dataset) list.get(0);
+    final Relation r1 = (Relation) list.get(1);
+    final Relation r2 = (Relation) list.get(2);
 
-        assertValidId(d.getId());
-        assertValidId(d.getCollectedfrom().get(0).getKey());
-        assertTrue(StringUtils.isNotBlank(d.getTitle().get(0).getValue()));
-        assertTrue(d.getAuthor().size() > 0);
-        assertTrue(d.getSubject().size() > 0);
+    assertValidId(d.getId());
+    assertValidId(d.getCollectedfrom().get(0).getKey());
+    assertTrue(StringUtils.isNotBlank(d.getTitle().get(0).getValue()));
+    assertTrue(d.getAuthor().size() > 0);
+    assertTrue(d.getSubject().size() > 0);
+    assertTrue(d.getInstance().size() > 0);
+    assertTrue(d.getContext().size() > 0);
+    assertTrue(d.getContext().get(0).getId().length() > 0);
 
-        assertValidId(r1.getSource());
-        assertValidId(r1.getTarget());
-        assertValidId(r2.getSource());
-        assertValidId(r2.getTarget());
-        assertNotNull(r1.getDataInfo());
-        assertNotNull(r2.getDataInfo());
-        assertNotNull(r1.getDataInfo().getTrust());
-        assertNotNull(r2.getDataInfo().getTrust());
-        assertEquals(r1.getSource(), r2.getTarget());
-        assertEquals(r2.getSource(), r1.getTarget());
-        assertTrue(StringUtils.isNotBlank(r1.getRelClass()));
-        assertTrue(StringUtils.isNotBlank(r2.getRelClass()));
-        assertTrue(StringUtils.isNotBlank(r1.getRelType()));
-        assertTrue(StringUtils.isNotBlank(r2.getRelType()));
-    }
+    assertValidId(r1.getSource());
+    assertValidId(r1.getTarget());
+    assertValidId(r2.getSource());
+    assertValidId(r2.getTarget());
+    assertNotNull(r1.getDataInfo());
+    assertNotNull(r2.getDataInfo());
+    assertNotNull(r1.getDataInfo().getTrust());
+    assertNotNull(r2.getDataInfo().getTrust());
+    assertEquals(r1.getSource(), r2.getTarget());
+    assertEquals(r2.getSource(), r1.getTarget());
+    assertTrue(StringUtils.isNotBlank(r1.getRelClass()));
+    assertTrue(StringUtils.isNotBlank(r2.getRelClass()));
+    assertTrue(StringUtils.isNotBlank(r1.getRelType()));
+    assertTrue(StringUtils.isNotBlank(r2.getRelType()));
+  }
 
-    @Test
-    void testSoftware() throws IOException {
-        final String xml = IOUtils.toString(getClass().getResourceAsStream("odf_software.xml"));
+  @Test
+  void testSoftware() throws IOException {
+    final String xml = IOUtils.toString(getClass().getResourceAsStream("odf_software.xml"));
 
-        final List<Oaf> list = new OdfToOafMapper(code2name).processMdRecord(xml);
+    final List<Oaf> list = new OdfToOafMapper(code2name).processMdRecord(xml);
 
-        assertEquals(1, list.size());
-        assertTrue(list.get(0) instanceof Software);
+    assertEquals(1, list.size());
+    assertTrue(list.get(0) instanceof Software);
 
-        final Software s = (Software) list.get(0);
+    final Software s = (Software) list.get(0);
 
-        assertValidId(s.getId());
-        assertValidId(s.getCollectedfrom().get(0).getKey());
-        assertTrue(StringUtils.isNotBlank(s.getTitle().get(0).getValue()));
-        assertTrue(s.getAuthor().size() > 0);
-        assertTrue(s.getSubject().size() > 0);
-    }
+    assertValidId(s.getId());
+    assertValidId(s.getCollectedfrom().get(0).getKey());
+    assertTrue(StringUtils.isNotBlank(s.getTitle().get(0).getValue()));
+    assertTrue(s.getAuthor().size() > 0);
+    assertTrue(s.getSubject().size() > 0);
+    assertTrue(s.getInstance().size() > 0);
+  }
 
-    private void assertValidId(final String id) {
-        assertEquals(49, id.length());
-        assertEquals('|', id.charAt(2));
-        assertEquals(':', id.charAt(15));
-        assertEquals(':', id.charAt(16));
-    }
+  private void assertValidId(final String id) {
+    assertEquals(49, id.length());
+    assertEquals('|', id.charAt(2));
+    assertEquals(':', id.charAt(15));
+    assertEquals(':', id.charAt(16));
+  }
 }
diff --git a/dhp-workflows/dhp-graph-mapper/src/test/java/eu/dnetlib/dhp/oa/graph/raw/MigrateDbEntitiesApplicationTest.java b/dhp-workflows/dhp-graph-mapper/src/test/java/eu/dnetlib/dhp/oa/graph/raw/MigrateDbEntitiesApplicationTest.java
index b88731ba24..0d3a273ecb 100644
--- a/dhp-workflows/dhp-graph-mapper/src/test/java/eu/dnetlib/dhp/oa/graph/raw/MigrateDbEntitiesApplicationTest.java
+++ b/dhp-workflows/dhp-graph-mapper/src/test/java/eu/dnetlib/dhp/oa/graph/raw/MigrateDbEntitiesApplicationTest.java
@@ -31,322 +31,313 @@ import org.mockito.junit.jupiter.MockitoExtension;
 @ExtendWith(MockitoExtension.class)
 public class MigrateDbEntitiesApplicationTest {
 
-    private MigrateDbEntitiesApplication app;
+  private MigrateDbEntitiesApplication app;
 
-    @Mock private ResultSet rs;
+  @Mock private ResultSet rs;
 
-    @BeforeEach
-    public void setUp() {
-        this.app = new MigrateDbEntitiesApplication();
-    }
+  @BeforeEach
+  public void setUp() {
+    this.app = new MigrateDbEntitiesApplication();
+  }
 
-    @Test
-    public void testProcessDatasource() throws Exception {
-        final List<TypedField> fields = prepareMocks("datasources_resultset_entry.json");
+  @Test
+  public void testProcessDatasource() throws Exception {
+    final List<TypedField> fields = prepareMocks("datasources_resultset_entry.json");
 
-        final List<Oaf> list = app.processDatasource(rs);
-        assertEquals(1, list.size());
-        verifyMocks(fields);
+    final List<Oaf> list = app.processDatasource(rs);
+    assertEquals(1, list.size());
+    verifyMocks(fields);
 
-        final Datasource ds = (Datasource) list.get(0);
-        assertValidId(ds.getId());
-        assertValidId(ds.getCollectedfrom().get(0).getKey());
-        assertEquals(ds.getOfficialname().getValue(), getValueAsString("officialname", fields));
-        assertEquals(ds.getEnglishname().getValue(), getValueAsString("englishname", fields));
-        assertEquals(ds.getContactemail().getValue(), getValueAsString("contactemail", fields));
-        assertEquals(ds.getWebsiteurl().getValue(), getValueAsString("websiteurl", fields));
-        assertEquals(
-                ds.getNamespaceprefix().getValue(), getValueAsString("namespaceprefix", fields));
-        assertEquals(
-                ds.getCollectedfrom().get(0).getValue(),
-                getValueAsString("collectedfromname", fields));
-    }
+    final Datasource ds = (Datasource) list.get(0);
+    assertValidId(ds.getId());
+    assertValidId(ds.getCollectedfrom().get(0).getKey());
+    assertEquals(ds.getOfficialname().getValue(), getValueAsString("officialname", fields));
+    assertEquals(ds.getEnglishname().getValue(), getValueAsString("englishname", fields));
+    assertEquals(ds.getContactemail().getValue(), getValueAsString("contactemail", fields));
+    assertEquals(ds.getWebsiteurl().getValue(), getValueAsString("websiteurl", fields));
+    assertEquals(ds.getNamespaceprefix().getValue(), getValueAsString("namespaceprefix", fields));
+    assertEquals(
+        ds.getCollectedfrom().get(0).getValue(), getValueAsString("collectedfromname", fields));
+  }
 
-    @Test
-    public void testProcessProject() throws Exception {
-        final List<TypedField> fields = prepareMocks("projects_resultset_entry.json");
+  @Test
+  public void testProcessProject() throws Exception {
+    final List<TypedField> fields = prepareMocks("projects_resultset_entry.json");
 
-        final List<Oaf> list = app.processProject(rs);
-        assertEquals(1, list.size());
-        verifyMocks(fields);
+    final List<Oaf> list = app.processProject(rs);
+    assertEquals(1, list.size());
+    verifyMocks(fields);
 
-        final Project p = (Project) list.get(0);
-        assertValidId(p.getId());
-        assertValidId(p.getCollectedfrom().get(0).getKey());
-        assertEquals(p.getAcronym().getValue(), getValueAsString("acronym", fields));
-        assertEquals(p.getTitle().getValue(), getValueAsString("title", fields));
-        assertEquals(
-                p.getCollectedfrom().get(0).getValue(),
-                getValueAsString("collectedfromname", fields));
-    }
+    final Project p = (Project) list.get(0);
+    assertValidId(p.getId());
+    assertValidId(p.getCollectedfrom().get(0).getKey());
+    assertEquals(p.getAcronym().getValue(), getValueAsString("acronym", fields));
+    assertEquals(p.getTitle().getValue(), getValueAsString("title", fields));
+    assertEquals(
+        p.getCollectedfrom().get(0).getValue(), getValueAsString("collectedfromname", fields));
+  }
 
-    @Test
-    public void testProcessOrganization() throws Exception {
-        final List<TypedField> fields = prepareMocks("organizations_resultset_entry.json");
+  @Test
+  public void testProcessOrganization() throws Exception {
+    final List<TypedField> fields = prepareMocks("organizations_resultset_entry.json");
 
-        final List<Oaf> list = app.processOrganization(rs);
+    final List<Oaf> list = app.processOrganization(rs);
 
-        assertEquals(1, list.size());
+    assertEquals(1, list.size());
 
-        verifyMocks(fields);
+    verifyMocks(fields);
 
-        final Organization o = (Organization) list.get(0);
-        assertValidId(o.getId());
-        assertValidId(o.getCollectedfrom().get(0).getKey());
-        assertEquals(o.getLegalshortname().getValue(), getValueAsString("legalshortname", fields));
-        assertEquals(o.getLegalname().getValue(), getValueAsString("legalname", fields));
-        assertEquals(o.getWebsiteurl().getValue(), getValueAsString("websiteurl", fields));
-        assertEquals(
-                o.getCountry().getClassid(), getValueAsString("country", fields).split("@@@")[0]);
-        assertEquals(
-                o.getCountry().getClassname(), getValueAsString("country", fields).split("@@@")[1]);
-        assertEquals(
-                o.getCountry().getSchemeid(), getValueAsString("country", fields).split("@@@")[2]);
-        assertEquals(
-                o.getCountry().getSchemename(),
-                getValueAsString("country", fields).split("@@@")[3]);
-        assertEquals(
-                o.getCollectedfrom().get(0).getValue(),
-                getValueAsString("collectedfromname", fields));
-    }
+    final Organization o = (Organization) list.get(0);
+    assertValidId(o.getId());
+    assertValidId(o.getCollectedfrom().get(0).getKey());
+    assertEquals(o.getLegalshortname().getValue(), getValueAsString("legalshortname", fields));
+    assertEquals(o.getLegalname().getValue(), getValueAsString("legalname", fields));
+    assertEquals(o.getWebsiteurl().getValue(), getValueAsString("websiteurl", fields));
+    assertEquals(o.getCountry().getClassid(), getValueAsString("country", fields).split("@@@")[0]);
+    assertEquals(
+        o.getCountry().getClassname(), getValueAsString("country", fields).split("@@@")[1]);
+    assertEquals(o.getCountry().getSchemeid(), getValueAsString("country", fields).split("@@@")[2]);
+    assertEquals(
+        o.getCountry().getSchemename(), getValueAsString("country", fields).split("@@@")[3]);
+    assertEquals(
+        o.getCollectedfrom().get(0).getValue(), getValueAsString("collectedfromname", fields));
+  }
 
-    @Test
-    public void testProcessDatasourceOrganization() throws Exception {
-        final List<TypedField> fields = prepareMocks("datasourceorganization_resultset_entry.json");
+  @Test
+  public void testProcessDatasourceOrganization() throws Exception {
+    final List<TypedField> fields = prepareMocks("datasourceorganization_resultset_entry.json");
 
-        final List<Oaf> list = app.processDatasourceOrganization(rs);
+    final List<Oaf> list = app.processDatasourceOrganization(rs);
 
-        assertEquals(2, list.size());
-        verifyMocks(fields);
+    assertEquals(2, list.size());
+    verifyMocks(fields);
 
-        final Relation r1 = (Relation) list.get(0);
-        final Relation r2 = (Relation) list.get(1);
-        assertValidId(r1.getSource());
-        assertValidId(r2.getSource());
-        assertEquals(r1.getSource(), r2.getTarget());
-        assertEquals(r2.getSource(), r1.getTarget());
-    }
+    final Relation r1 = (Relation) list.get(0);
+    final Relation r2 = (Relation) list.get(1);
+    assertValidId(r1.getSource());
+    assertValidId(r2.getSource());
+    assertEquals(r1.getSource(), r2.getTarget());
+    assertEquals(r2.getSource(), r1.getTarget());
+  }
 
-    @Test
-    public void testProcessProjectOrganization() throws Exception {
-        final List<TypedField> fields = prepareMocks("projectorganization_resultset_entry.json");
+  @Test
+  public void testProcessProjectOrganization() throws Exception {
+    final List<TypedField> fields = prepareMocks("projectorganization_resultset_entry.json");
 
-        final List<Oaf> list = app.processProjectOrganization(rs);
+    final List<Oaf> list = app.processProjectOrganization(rs);
 
-        assertEquals(2, list.size());
-        verifyMocks(fields);
+    assertEquals(2, list.size());
+    verifyMocks(fields);
 
-        final Relation r1 = (Relation) list.get(0);
-        final Relation r2 = (Relation) list.get(1);
-        assertValidId(r1.getSource());
-        assertValidId(r2.getSource());
-        assertEquals(r1.getSource(), r2.getTarget());
-        assertEquals(r2.getSource(), r1.getTarget());
-        assertValidId(r1.getCollectedfrom().get(0).getKey());
-        assertValidId(r2.getCollectedfrom().get(0).getKey());
-    }
+    final Relation r1 = (Relation) list.get(0);
+    final Relation r2 = (Relation) list.get(1);
+    assertValidId(r1.getSource());
+    assertValidId(r2.getSource());
+    assertEquals(r1.getSource(), r2.getTarget());
+    assertEquals(r2.getSource(), r1.getTarget());
+    assertValidId(r1.getCollectedfrom().get(0).getKey());
+    assertValidId(r2.getCollectedfrom().get(0).getKey());
+  }
 
-    @Test
-    public void testProcessClaims_context() throws Exception {
-        final List<TypedField> fields = prepareMocks("claimscontext_resultset_entry.json");
+  @Test
+  public void testProcessClaims_context() throws Exception {
+    final List<TypedField> fields = prepareMocks("claimscontext_resultset_entry.json");
 
-        final List<Oaf> list = app.processClaims(rs);
+    final List<Oaf> list = app.processClaims(rs);
 
-        assertEquals(1, list.size());
-        assertTrue(list.get(0) instanceof Result);
-        final Result r = (Result) list.get(0);
+    assertEquals(1, list.size());
+    assertTrue(list.get(0) instanceof Result);
+    final Result r = (Result) list.get(0);
 
-        verifyMocks(fields);
+    verifyMocks(fields);
 
-        assertValidId(r.getCollectedfrom().get(0).getKey());
-    }
+    assertValidId(r.getCollectedfrom().get(0).getKey());
+  }
 
-    @Test
-    public void testProcessClaims_rels() throws Exception {
-        final List<TypedField> fields = prepareMocks("claimsrel_resultset_entry.json");
+  @Test
+  public void testProcessClaims_rels() throws Exception {
+    final List<TypedField> fields = prepareMocks("claimsrel_resultset_entry.json");
 
-        final List<Oaf> list = app.processClaims(rs);
+    final List<Oaf> list = app.processClaims(rs);
 
-        assertEquals(2, list.size());
-        verifyMocks(fields);
+    assertEquals(2, list.size());
+    verifyMocks(fields);
 
-        assertTrue(list.get(0) instanceof Relation);
-        assertTrue(list.get(1) instanceof Relation);
+    assertTrue(list.get(0) instanceof Relation);
+    assertTrue(list.get(1) instanceof Relation);
 
-        final Relation r1 = (Relation) list.get(0);
-        final Relation r2 = (Relation) list.get(1);
+    final Relation r1 = (Relation) list.get(0);
+    final Relation r2 = (Relation) list.get(1);
 
-        assertValidId(r1.getSource());
-        assertValidId(r1.getTarget());
-        assertValidId(r2.getSource());
-        assertValidId(r2.getTarget());
-        assertNotNull(r1.getDataInfo());
-        assertNotNull(r2.getDataInfo());
-        assertNotNull(r1.getDataInfo().getTrust());
-        assertNotNull(r2.getDataInfo().getTrust());
-        assertEquals(r1.getSource(), r2.getTarget());
-        assertEquals(r2.getSource(), r1.getTarget());
-        assertTrue(StringUtils.isNotBlank(r1.getRelClass()));
-        assertTrue(StringUtils.isNotBlank(r2.getRelClass()));
-        assertTrue(StringUtils.isNotBlank(r1.getRelType()));
-        assertTrue(StringUtils.isNotBlank(r2.getRelType()));
+    assertValidId(r1.getSource());
+    assertValidId(r1.getTarget());
+    assertValidId(r2.getSource());
+    assertValidId(r2.getTarget());
+    assertNotNull(r1.getDataInfo());
+    assertNotNull(r2.getDataInfo());
+    assertNotNull(r1.getDataInfo().getTrust());
+    assertNotNull(r2.getDataInfo().getTrust());
+    assertEquals(r1.getSource(), r2.getTarget());
+    assertEquals(r2.getSource(), r1.getTarget());
+    assertTrue(StringUtils.isNotBlank(r1.getRelClass()));
+    assertTrue(StringUtils.isNotBlank(r2.getRelClass()));
+    assertTrue(StringUtils.isNotBlank(r1.getRelType()));
+    assertTrue(StringUtils.isNotBlank(r2.getRelType()));
 
-        assertValidId(r1.getCollectedfrom().get(0).getKey());
-        assertValidId(r2.getCollectedfrom().get(0).getKey());
+    assertValidId(r1.getCollectedfrom().get(0).getKey());
+    assertValidId(r2.getCollectedfrom().get(0).getKey());
 
-        // System.out.println(new ObjectMapper().writeValueAsString(r1));
-        // System.out.println(new ObjectMapper().writeValueAsString(r2));
-    }
+    // System.out.println(new ObjectMapper().writeValueAsString(r1));
+    // System.out.println(new ObjectMapper().writeValueAsString(r2));
+  }
 
-    private List<TypedField> prepareMocks(final String jsonFile) throws IOException, SQLException {
-        final String json = IOUtils.toString(getClass().getResourceAsStream(jsonFile));
-        final ObjectMapper mapper = new ObjectMapper();
-        final List<TypedField> list =
-                mapper.readValue(json, new TypeReference<List<TypedField>>() {});
+  private List<TypedField> prepareMocks(final String jsonFile) throws IOException, SQLException {
+    final String json = IOUtils.toString(getClass().getResourceAsStream(jsonFile));
+    final ObjectMapper mapper = new ObjectMapper();
+    final List<TypedField> list = mapper.readValue(json, new TypeReference<List<TypedField>>() {});
 
-        for (final TypedField tf : list) {
-            if (tf.getValue() == null) {
-                switch (tf.getType()) {
-                    case "not_used":
-                        break;
-                    case "boolean":
-                        Mockito.when(rs.getBoolean(tf.getField())).thenReturn(false);
-                        break;
-                    case "date":
-                        Mockito.when(rs.getDate(tf.getField())).thenReturn(null);
-                        break;
-                    case "int":
-                        Mockito.when(rs.getInt(tf.getField())).thenReturn(0);
-                        break;
-                    case "double":
-                        Mockito.when(rs.getDouble(tf.getField())).thenReturn(0.0);
-                        break;
-                    case "array":
-                        Mockito.when(rs.getArray(tf.getField())).thenReturn(null);
-                        break;
-                    case "string":
-                    default:
-                        Mockito.when(rs.getString(tf.getField())).thenReturn(null);
-                        break;
-                }
-            } else {
-                switch (tf.getType()) {
-                    case "not_used":
-                        break;
-                    case "boolean":
-                        Mockito.when(rs.getBoolean(tf.getField()))
-                                .thenReturn(Boolean.parseBoolean(tf.getValue().toString()));
-                        break;
-                    case "date":
-                        Mockito.when(rs.getDate(tf.getField()))
-                                .thenReturn(Date.valueOf(tf.getValue().toString()));
-                        break;
-                    case "int":
-                        Mockito.when(rs.getInt(tf.getField()))
-                                .thenReturn(new Integer(tf.getValue().toString()));
-                        break;
-                    case "double":
-                        Mockito.when(rs.getDouble(tf.getField()))
-                                .thenReturn(new Double(tf.getValue().toString()));
-                        break;
-                    case "array":
-                        final Array arr = Mockito.mock(Array.class);
-                        final String[] values =
-                                ((List<?>) tf.getValue())
-                                        .stream()
-                                                .filter(Objects::nonNull)
-                                                .map(o -> o.toString())
-                                                .toArray(String[]::new);
-
-                        Mockito.when(arr.getArray()).thenReturn(values);
-                        Mockito.when(rs.getArray(tf.getField())).thenReturn(arr);
-                        break;
-                    case "string":
-                    default:
-                        Mockito.when(rs.getString(tf.getField()))
-                                .thenReturn(tf.getValue().toString());
-                        break;
-                }
-            }
+    for (final TypedField tf : list) {
+      if (tf.getValue() == null) {
+        switch (tf.getType()) {
+          case "not_used":
+            break;
+          case "boolean":
+            Mockito.when(rs.getBoolean(tf.getField())).thenReturn(false);
+            break;
+          case "date":
+            Mockito.when(rs.getDate(tf.getField())).thenReturn(null);
+            break;
+          case "int":
+            Mockito.when(rs.getInt(tf.getField())).thenReturn(0);
+            break;
+          case "double":
+            Mockito.when(rs.getDouble(tf.getField())).thenReturn(0.0);
+            break;
+          case "array":
+            Mockito.when(rs.getArray(tf.getField())).thenReturn(null);
+            break;
+          case "string":
+          default:
+            Mockito.when(rs.getString(tf.getField())).thenReturn(null);
+            break;
         }
+      } else {
+        switch (tf.getType()) {
+          case "not_used":
+            break;
+          case "boolean":
+            Mockito.when(rs.getBoolean(tf.getField()))
+                .thenReturn(Boolean.parseBoolean(tf.getValue().toString()));
+            break;
+          case "date":
+            Mockito.when(rs.getDate(tf.getField()))
+                .thenReturn(Date.valueOf(tf.getValue().toString()));
+            break;
+          case "int":
+            Mockito.when(rs.getInt(tf.getField()))
+                .thenReturn(new Integer(tf.getValue().toString()));
+            break;
+          case "double":
+            Mockito.when(rs.getDouble(tf.getField()))
+                .thenReturn(new Double(tf.getValue().toString()));
+            break;
+          case "array":
+            final Array arr = Mockito.mock(Array.class);
+            final String[] values =
+                ((List<?>) tf.getValue())
+                    .stream()
+                        .filter(Objects::nonNull)
+                        .map(o -> o.toString())
+                        .toArray(String[]::new);
 
-        return list;
-    }
-
-    private void verifyMocks(final List<TypedField> list) throws SQLException {
-        for (final TypedField tf : list) {
-
-            switch (tf.getType()) {
-                case "not_used":
-                    break;
-                case "boolean":
-                    Mockito.verify(rs, Mockito.atLeastOnce()).getBoolean(tf.getField());
-                    break;
-                case "date":
-                    Mockito.verify(rs, Mockito.atLeastOnce()).getDate(tf.getField());
-                    break;
-                case "int":
-                    Mockito.verify(rs, Mockito.atLeastOnce()).getInt(tf.getField());
-                    break;
-                case "double":
-                    Mockito.verify(rs, Mockito.atLeastOnce()).getDouble(tf.getField());
-                    break;
-                case "array":
-                    Mockito.verify(rs, Mockito.atLeastOnce()).getArray(tf.getField());
-                    break;
-                case "string":
-                default:
-                    Mockito.verify(rs, Mockito.atLeastOnce()).getString(tf.getField());
-                    break;
-            }
+            Mockito.when(arr.getArray()).thenReturn(values);
+            Mockito.when(rs.getArray(tf.getField())).thenReturn(arr);
+            break;
+          case "string":
+          default:
+            Mockito.when(rs.getString(tf.getField())).thenReturn(tf.getValue().toString());
+            break;
         }
+      }
     }
 
-    private void assertValidId(final String id) {
-        assertEquals(49, id.length());
-        assertEquals('|', id.charAt(2));
-        assertEquals(':', id.charAt(15));
-        assertEquals(':', id.charAt(16));
-    }
+    return list;
+  }
 
-    private String getValueAsString(final String name, final List<TypedField> fields) {
-        return fields.stream()
-                .filter(f -> f.getField().equals(name))
-                .map(TypedField::getValue)
-                .filter(Objects::nonNull)
-                .map(o -> o.toString())
-                .findFirst()
-                .get();
+  private void verifyMocks(final List<TypedField> list) throws SQLException {
+    for (final TypedField tf : list) {
+
+      switch (tf.getType()) {
+        case "not_used":
+          break;
+        case "boolean":
+          Mockito.verify(rs, Mockito.atLeastOnce()).getBoolean(tf.getField());
+          break;
+        case "date":
+          Mockito.verify(rs, Mockito.atLeastOnce()).getDate(tf.getField());
+          break;
+        case "int":
+          Mockito.verify(rs, Mockito.atLeastOnce()).getInt(tf.getField());
+          break;
+        case "double":
+          Mockito.verify(rs, Mockito.atLeastOnce()).getDouble(tf.getField());
+          break;
+        case "array":
+          Mockito.verify(rs, Mockito.atLeastOnce()).getArray(tf.getField());
+          break;
+        case "string":
+        default:
+          Mockito.verify(rs, Mockito.atLeastOnce()).getString(tf.getField());
+          break;
+      }
     }
+  }
+
+  private void assertValidId(final String id) {
+    assertEquals(49, id.length());
+    assertEquals('|', id.charAt(2));
+    assertEquals(':', id.charAt(15));
+    assertEquals(':', id.charAt(16));
+  }
+
+  private String getValueAsString(final String name, final List<TypedField> fields) {
+    return fields.stream()
+        .filter(f -> f.getField().equals(name))
+        .map(TypedField::getValue)
+        .filter(Objects::nonNull)
+        .map(o -> o.toString())
+        .findFirst()
+        .get();
+  }
 }
 
 class TypedField {
 
-    private String field;
-    private String type;
-    private Object value;
+  private String field;
+  private String type;
+  private Object value;
 
-    public String getField() {
-        return field;
-    }
+  public String getField() {
+    return field;
+  }
 
-    public void setField(final String field) {
-        this.field = field;
-    }
+  public void setField(final String field) {
+    this.field = field;
+  }
 
-    public String getType() {
-        return type;
-    }
+  public String getType() {
+    return type;
+  }
 
-    public void setType(final String type) {
-        this.type = type;
-    }
+  public void setType(final String type) {
+    this.type = type;
+  }
 
-    public Object getValue() {
-        return value;
-    }
+  public Object getValue() {
+    return value;
+  }
 
-    public void setValue(final Object value) {
-        this.value = value;
-    }
+  public void setValue(final Object value) {
+    this.value = value;
+  }
 }
diff --git a/dhp-workflows/dhp-graph-mapper/src/test/java/eu/dnetlib/dhp/sx/graph/ScholexplorerParserTest.java b/dhp-workflows/dhp-graph-mapper/src/test/java/eu/dnetlib/dhp/sx/graph/ScholexplorerParserTest.java
index eb7a25a75e..f5ba4af55c 100644
--- a/dhp-workflows/dhp-graph-mapper/src/test/java/eu/dnetlib/dhp/sx/graph/ScholexplorerParserTest.java
+++ b/dhp-workflows/dhp-graph-mapper/src/test/java/eu/dnetlib/dhp/sx/graph/ScholexplorerParserTest.java
@@ -12,24 +12,24 @@ import org.junit.jupiter.api.Test;
 
 public class ScholexplorerParserTest {
 
-    @Test
-    public void testDataciteParser() throws Exception {
-        String xml = IOUtils.toString(this.getClass().getResourceAsStream("dmf.xml"));
+  @Test
+  public void testDataciteParser() throws Exception {
+    String xml = IOUtils.toString(this.getClass().getResourceAsStream("dmf.xml"));
 
-        DatasetScholexplorerParser p = new DatasetScholexplorerParser();
-        List<Oaf> oaves = p.parseObject(xml, RelationMapper.load());
+    DatasetScholexplorerParser p = new DatasetScholexplorerParser();
+    List<Oaf> oaves = p.parseObject(xml, RelationMapper.load());
 
-        ObjectMapper m = new ObjectMapper();
-        m.enable(SerializationFeature.INDENT_OUTPUT);
+    ObjectMapper m = new ObjectMapper();
+    m.enable(SerializationFeature.INDENT_OUTPUT);
 
-        oaves.forEach(
-                oaf -> {
-                    try {
-                        System.out.println(m.writeValueAsString(oaf));
-                        System.out.println("----------------------------");
-                    } catch (JsonProcessingException e) {
+    oaves.forEach(
+        oaf -> {
+          try {
+            System.out.println(m.writeValueAsString(oaf));
+            System.out.println("----------------------------");
+          } catch (JsonProcessingException e) {
 
-                    }
-                });
-    }
+          }
+        });
+  }
 }
diff --git a/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/ProvisionUtil.java b/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/ProvisionUtil.java
index 6d1609e253..f9756c88b6 100644
--- a/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/ProvisionUtil.java
+++ b/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/ProvisionUtil.java
@@ -6,41 +6,41 @@ import org.apache.commons.lang3.StringUtils;
 
 public class ProvisionUtil {
 
-    public static final String deletedByInferenceJPATH = "$.dataInfo.deletedbyinference";
-    public static final String TARGETJSONPATH = "$.target";
-    public static final String SOURCEJSONPATH = "$.source";
+  public static final String deletedByInferenceJPATH = "$.dataInfo.deletedbyinference";
+  public static final String TARGETJSONPATH = "$.target";
+  public static final String SOURCEJSONPATH = "$.source";
 
-    //    public static RelatedItemInfo getItemType(final String item, final String idPath) {
-    //        String targetId = DHPUtils.getJPathString(idPath, item);
-    //        switch (StringUtils.substringBefore(targetId, "|")) {
-    //            case "50":
-    //                return new RelatedItemInfo(null,0,1,0);
-    //            case "60":
-    //                return new RelatedItemInfo(null,1,0,0);
-    //            case "70":
-    //                return new RelatedItemInfo(null,0,0,1);
-    //            default:
-    //                throw new RuntimeException("Unknonw target ID");
-    //
-    //        }
-    //
-    //    }
+  // public static RelatedItemInfo getItemType(final String item, final String idPath) {
+  // String targetId = DHPUtils.getJPathString(idPath, item);
+  // switch (StringUtils.substringBefore(targetId, "|")) {
+  // case "50":
+  // return new RelatedItemInfo(null,0,1,0);
+  // case "60":
+  // return new RelatedItemInfo(null,1,0,0);
+  // case "70":
+  // return new RelatedItemInfo(null,0,0,1);
+  // default:
+  // throw new RuntimeException("Unknonw target ID");
+  //
+  // }
+  //
+  // }
 
-    public static Boolean isNotDeleted(final String item) {
-        return !"true".equalsIgnoreCase(DHPUtils.getJPathString(deletedByInferenceJPATH, item));
-    }
-
-    public static Typology getItemTypeFromId(String id) {
-
-        switch (StringUtils.substringBefore(id, "|")) {
-            case "50":
-                return Typology.publication;
-            case "60":
-                return Typology.dataset;
-            case "70":
-                return Typology.unknown;
-            default:
-                throw new RuntimeException("Unknonw ID type");
-        }
+  public static Boolean isNotDeleted(final String item) {
+    return !"true".equalsIgnoreCase(DHPUtils.getJPathString(deletedByInferenceJPATH, item));
+  }
+
+  public static Typology getItemTypeFromId(String id) {
+
+    switch (StringUtils.substringBefore(id, "|")) {
+      case "50":
+        return Typology.publication;
+      case "60":
+        return Typology.dataset;
+      case "70":
+        return Typology.unknown;
+      default:
+        throw new RuntimeException("Unknonw ID type");
     }
+  }
 }
diff --git a/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/RelatedItemInfo.java b/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/RelatedItemInfo.java
index 145ee5b394..7e322ce069 100644
--- a/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/RelatedItemInfo.java
+++ b/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/RelatedItemInfo.java
@@ -5,53 +5,53 @@ import java.io.Serializable;
 /** This class models the information of related items */
 public class RelatedItemInfo implements Serializable {
 
-    private String source;
+  private String source;
 
-    private long relatedDataset = 0;
+  private long relatedDataset = 0;
 
-    private long relatedPublication = 0;
+  private long relatedPublication = 0;
 
-    private long relatedUnknown = 0;
+  private long relatedUnknown = 0;
 
-    public RelatedItemInfo() {}
+  public RelatedItemInfo() {}
 
-    public RelatedItemInfo(
-            String source, long relatedDataset, long relatedPublication, long relatedUnknown) {
-        this.source = source;
-        this.relatedDataset = relatedDataset;
-        this.relatedPublication = relatedPublication;
-        this.relatedUnknown = relatedUnknown;
-    }
+  public RelatedItemInfo(
+      String source, long relatedDataset, long relatedPublication, long relatedUnknown) {
+    this.source = source;
+    this.relatedDataset = relatedDataset;
+    this.relatedPublication = relatedPublication;
+    this.relatedUnknown = relatedUnknown;
+  }
 
-    public String getSource() {
-        return source;
-    }
+  public String getSource() {
+    return source;
+  }
 
-    public void setSource(String source) {
-        this.source = source;
-    }
+  public void setSource(String source) {
+    this.source = source;
+  }
 
-    public long getRelatedDataset() {
-        return relatedDataset;
-    }
+  public long getRelatedDataset() {
+    return relatedDataset;
+  }
 
-    public void setRelatedDataset(long relatedDataset) {
-        this.relatedDataset = relatedDataset;
-    }
+  public void setRelatedDataset(long relatedDataset) {
+    this.relatedDataset = relatedDataset;
+  }
 
-    public long getRelatedPublication() {
-        return relatedPublication;
-    }
+  public long getRelatedPublication() {
+    return relatedPublication;
+  }
 
-    public void setRelatedPublication(long relatedPublication) {
-        this.relatedPublication = relatedPublication;
-    }
+  public void setRelatedPublication(long relatedPublication) {
+    this.relatedPublication = relatedPublication;
+  }
 
-    public long getRelatedUnknown() {
-        return relatedUnknown;
-    }
+  public long getRelatedUnknown() {
+    return relatedUnknown;
+  }
 
-    public void setRelatedUnknown(int relatedUnknown) {
-        this.relatedUnknown = relatedUnknown;
-    }
+  public void setRelatedUnknown(int relatedUnknown) {
+    this.relatedUnknown = relatedUnknown;
+  }
 }
diff --git a/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/SparkExtractRelationCount.java b/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/SparkExtractRelationCount.java
index 90bde451b0..14ffb32e5c 100644
--- a/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/SparkExtractRelationCount.java
+++ b/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/SparkExtractRelationCount.java
@@ -11,22 +11,22 @@ import org.apache.spark.sql.*;
  */
 public class SparkExtractRelationCount {
 
-    public static void main(String[] args) throws Exception {
-        final ArgumentApplicationParser parser =
-                new ArgumentApplicationParser(
-                        IOUtils.toString(
-                                SparkExtractRelationCount.class.getResourceAsStream(
-                                        "/eu/dnetlib/dhp/provision/input_related_entities_parameters.json")));
-        parser.parseArgument(args);
-        final SparkSession spark =
-                SparkSession.builder()
-                        .appName(SparkExtractRelationCount.class.getSimpleName())
-                        .master(parser.get("master"))
-                        .getOrCreate();
+  public static void main(String[] args) throws Exception {
+    final ArgumentApplicationParser parser =
+        new ArgumentApplicationParser(
+            IOUtils.toString(
+                SparkExtractRelationCount.class.getResourceAsStream(
+                    "/eu/dnetlib/dhp/provision/input_related_entities_parameters.json")));
+    parser.parseArgument(args);
+    final SparkSession spark =
+        SparkSession.builder()
+            .appName(SparkExtractRelationCount.class.getSimpleName())
+            .master(parser.get("master"))
+            .getOrCreate();
 
-        final String workingDirPath = parser.get("workingDirPath");
+    final String workingDirPath = parser.get("workingDirPath");
 
-        final String relationPath = parser.get("relationPath");
-        DatasetJoiner.startJoin(spark, relationPath, workingDirPath + "/relatedItemCount");
-    }
+    final String relationPath = parser.get("relationPath");
+    DatasetJoiner.startJoin(spark, relationPath, workingDirPath + "/relatedItemCount");
+  }
 }
diff --git a/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/SparkGenerateScholix.java b/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/SparkGenerateScholix.java
index 989e1877a8..327bad94e7 100644
--- a/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/SparkGenerateScholix.java
+++ b/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/SparkGenerateScholix.java
@@ -18,94 +18,87 @@ import scala.Tuple2;
 
 public class SparkGenerateScholix {
 
-    public static void main(String[] args) throws Exception {
-        final ArgumentApplicationParser parser =
-                new ArgumentApplicationParser(
-                        IOUtils.toString(
-                                SparkGenerateScholix.class.getResourceAsStream(
-                                        "/eu/dnetlib/dhp/provision/input_generate_summary_parameters.json")));
-        parser.parseArgument(args);
-        SparkConf conf = new SparkConf();
-        conf.set("spark.sql.shuffle.partitions", "4000");
-        conf.set("spark.serializer", "org.apache.spark.serializer.KryoSerializer");
-        final SparkSession spark =
-                SparkSession.builder()
-                        .config(conf)
-                        .appName(SparkExtractRelationCount.class.getSimpleName())
-                        .master(parser.get("master"))
-                        .getOrCreate();
+  public static void main(String[] args) throws Exception {
+    final ArgumentApplicationParser parser =
+        new ArgumentApplicationParser(
+            IOUtils.toString(
+                SparkGenerateScholix.class.getResourceAsStream(
+                    "/eu/dnetlib/dhp/provision/input_generate_summary_parameters.json")));
+    parser.parseArgument(args);
+    SparkConf conf = new SparkConf();
+    conf.set("spark.sql.shuffle.partitions", "4000");
+    conf.set("spark.serializer", "org.apache.spark.serializer.KryoSerializer");
+    final SparkSession spark =
+        SparkSession.builder()
+            .config(conf)
+            .appName(SparkExtractRelationCount.class.getSimpleName())
+            .master(parser.get("master"))
+            .getOrCreate();
 
-        conf.registerKryoClasses(
-                new Class[] {
-                    Scholix.class,
-                    ScholixCollectedFrom.class,
-                    ScholixEntityId.class,
-                    ScholixIdentifier.class,
-                    ScholixRelationship.class,
-                    ScholixResource.class
-                });
+    conf.registerKryoClasses(
+        new Class[] {
+          Scholix.class, ScholixCollectedFrom.class, ScholixEntityId.class,
+          ScholixIdentifier.class, ScholixRelationship.class, ScholixResource.class
+        });
 
-        final String graphPath = parser.get("graphPath");
-        final String workingDirPath = parser.get("workingDirPath");
+    final String graphPath = parser.get("graphPath");
+    final String workingDirPath = parser.get("workingDirPath");
 
-        final JavaSparkContext sc = new JavaSparkContext(spark.sparkContext());
+    final JavaSparkContext sc = new JavaSparkContext(spark.sparkContext());
 
-        final Dataset<ScholixSummary> scholixSummary =
-                spark.read()
-                        .load(workingDirPath + "/summary")
-                        .as(Encoders.bean(ScholixSummary.class));
-        final Dataset<Relation> rels =
-                spark.read().load(graphPath + "/relation").as(Encoders.bean(Relation.class));
-
-        Dataset<Scholix> firstJoin =
-                scholixSummary
-                        .joinWith(rels, scholixSummary.col("id").equalTo(rels.col("source")))
-                        .map(
-                                (MapFunction<Tuple2<ScholixSummary, Relation>, Scholix>)
-                                        f -> Scholix.generateScholixWithSource(f._1(), f._2()),
-                                Encoders.bean(Scholix.class));
-
-        firstJoin.write().mode(SaveMode.Overwrite).save(workingDirPath + "/scholix_1");
-
-        Dataset<Scholix> scholix_final =
-                spark.read().load(workingDirPath + "/scholix_1").as(Encoders.bean(Scholix.class));
+    final Dataset<ScholixSummary> scholixSummary =
+        spark.read().load(workingDirPath + "/summary").as(Encoders.bean(ScholixSummary.class));
+    final Dataset<Relation> rels =
+        spark.read().load(graphPath + "/relation").as(Encoders.bean(Relation.class));
 
+    Dataset<Scholix> firstJoin =
         scholixSummary
-                .map(
-                        (MapFunction<ScholixSummary, ScholixResource>) ScholixResource::fromSummary,
-                        Encoders.bean(ScholixResource.class))
-                .repartition(1000)
-                .write()
-                .mode(SaveMode.Overwrite)
-                .save(workingDirPath + "/scholix_target");
+            .joinWith(rels, scholixSummary.col("id").equalTo(rels.col("source")))
+            .map(
+                (MapFunction<Tuple2<ScholixSummary, Relation>, Scholix>)
+                    f -> Scholix.generateScholixWithSource(f._1(), f._2()),
+                Encoders.bean(Scholix.class));
 
-        Dataset<ScholixResource> target =
-                spark.read()
-                        .load(workingDirPath + "/scholix_target")
-                        .as(Encoders.bean(ScholixResource.class));
+    firstJoin.write().mode(SaveMode.Overwrite).save(workingDirPath + "/scholix_1");
 
-        scholix_final
-                .joinWith(
-                        target,
-                        scholix_final.col("identifier").equalTo(target.col("dnetIdentifier")),
-                        "inner")
-                .map(
-                        (MapFunction<Tuple2<Scholix, ScholixResource>, Scholix>)
-                                f -> {
-                                    final Scholix scholix = f._1();
-                                    final ScholixResource scholixTarget = f._2();
-                                    scholix.setTarget(scholixTarget);
-                                    scholix.generateIdentifier();
-                                    scholix.generatelinkPublisher();
-                                    return scholix;
-                                },
-                        Encoders.kryo(Scholix.class))
-                .javaRDD()
-                .map(
-                        s -> {
-                            ObjectMapper mapper = new ObjectMapper();
-                            return mapper.writeValueAsString(s);
-                        })
-                .saveAsTextFile(workingDirPath + "/scholix_json", GzipCodec.class);
-    }
+    Dataset<Scholix> scholix_final =
+        spark.read().load(workingDirPath + "/scholix_1").as(Encoders.bean(Scholix.class));
+
+    scholixSummary
+        .map(
+            (MapFunction<ScholixSummary, ScholixResource>) ScholixResource::fromSummary,
+            Encoders.bean(ScholixResource.class))
+        .repartition(1000)
+        .write()
+        .mode(SaveMode.Overwrite)
+        .save(workingDirPath + "/scholix_target");
+
+    Dataset<ScholixResource> target =
+        spark
+            .read()
+            .load(workingDirPath + "/scholix_target")
+            .as(Encoders.bean(ScholixResource.class));
+
+    scholix_final
+        .joinWith(
+            target, scholix_final.col("identifier").equalTo(target.col("dnetIdentifier")), "inner")
+        .map(
+            (MapFunction<Tuple2<Scholix, ScholixResource>, Scholix>)
+                f -> {
+                  final Scholix scholix = f._1();
+                  final ScholixResource scholixTarget = f._2();
+                  scholix.setTarget(scholixTarget);
+                  scholix.generateIdentifier();
+                  scholix.generatelinkPublisher();
+                  return scholix;
+                },
+            Encoders.kryo(Scholix.class))
+        .javaRDD()
+        .map(
+            s -> {
+              ObjectMapper mapper = new ObjectMapper();
+              return mapper.writeValueAsString(s);
+            })
+        .saveAsTextFile(workingDirPath + "/scholix_json", GzipCodec.class);
+  }
 }
diff --git a/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/SparkGenerateSummary.java b/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/SparkGenerateSummary.java
index ea7599788b..a4a19e8339 100644
--- a/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/SparkGenerateSummary.java
+++ b/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/SparkGenerateSummary.java
@@ -13,101 +13,92 @@ import scala.Tuple2;
 
 public class SparkGenerateSummary {
 
-    private static final String jsonIDPath = "$.id";
+  private static final String jsonIDPath = "$.id";
 
-    public static void main(String[] args) throws Exception {
-        final ArgumentApplicationParser parser =
-                new ArgumentApplicationParser(
-                        IOUtils.toString(
-                                SparkGenerateSummary.class.getResourceAsStream(
-                                        "/eu/dnetlib/dhp/provision/input_generate_summary_parameters.json")));
-        parser.parseArgument(args);
-        final SparkSession spark =
-                SparkSession.builder()
-                        .appName(SparkExtractRelationCount.class.getSimpleName())
-                        .master(parser.get("master"))
-                        .getOrCreate();
+  public static void main(String[] args) throws Exception {
+    final ArgumentApplicationParser parser =
+        new ArgumentApplicationParser(
+            IOUtils.toString(
+                SparkGenerateSummary.class.getResourceAsStream(
+                    "/eu/dnetlib/dhp/provision/input_generate_summary_parameters.json")));
+    parser.parseArgument(args);
+    final SparkSession spark =
+        SparkSession.builder()
+            .appName(SparkExtractRelationCount.class.getSimpleName())
+            .master(parser.get("master"))
+            .getOrCreate();
 
-        final String graphPath = parser.get("graphPath");
-        final String workingDirPath = parser.get("workingDirPath");
+    final String graphPath = parser.get("graphPath");
+    final String workingDirPath = parser.get("workingDirPath");
 
-        final JavaSparkContext sc = new JavaSparkContext(spark.sparkContext());
+    final JavaSparkContext sc = new JavaSparkContext(spark.sparkContext());
 
-        Dataset<RelatedItemInfo> rInfo =
-                spark.read()
-                        .load(workingDirPath + "/relatedItemCount")
-                        .as(Encoders.bean(RelatedItemInfo.class));
+    Dataset<RelatedItemInfo> rInfo =
+        spark
+            .read()
+            .load(workingDirPath + "/relatedItemCount")
+            .as(Encoders.bean(RelatedItemInfo.class));
 
-        Dataset<ScholixSummary> entity =
-                spark.createDataset(
-                        sc.textFile(
-                                        graphPath
-                                                + "/publication,"
-                                                + graphPath
-                                                + "/dataset,"
-                                                + graphPath
-                                                + "/unknown")
-                                .map(
-                                        s ->
-                                                ScholixSummary.fromJsonOAF(
-                                                        ProvisionUtil.getItemTypeFromId(
-                                                                DHPUtils.getJPathString(
-                                                                        jsonIDPath, s)),
-                                                        s))
-                                .rdd(),
-                        Encoders.bean(ScholixSummary.class));
+    Dataset<ScholixSummary> entity =
+        spark.createDataset(
+            sc.textFile(
+                    graphPath + "/publication," + graphPath + "/dataset," + graphPath + "/unknown")
+                .map(
+                    s ->
+                        ScholixSummary.fromJsonOAF(
+                            ProvisionUtil.getItemTypeFromId(DHPUtils.getJPathString(jsonIDPath, s)),
+                            s))
+                .rdd(),
+            Encoders.bean(ScholixSummary.class));
 
-        Dataset<ScholixSummary> summaryComplete =
-                rInfo.joinWith(entity, rInfo.col("source").equalTo(entity.col("id")))
-                        .map(
-                                (MapFunction<
-                                                Tuple2<RelatedItemInfo, ScholixSummary>,
-                                                ScholixSummary>)
-                                        t -> {
-                                            ScholixSummary scholixSummary = t._2();
-                                            RelatedItemInfo relatedItemInfo = t._1();
-                                            scholixSummary.setRelatedDatasets(
-                                                    relatedItemInfo.getRelatedDataset());
-                                            scholixSummary.setRelatedPublications(
-                                                    relatedItemInfo.getRelatedPublication());
-                                            scholixSummary.setRelatedUnknown(
-                                                    relatedItemInfo.getRelatedUnknown());
-                                            return scholixSummary;
-                                        },
-                                Encoders.bean(ScholixSummary.class));
+    Dataset<ScholixSummary> summaryComplete =
+        rInfo
+            .joinWith(entity, rInfo.col("source").equalTo(entity.col("id")))
+            .map(
+                (MapFunction<Tuple2<RelatedItemInfo, ScholixSummary>, ScholixSummary>)
+                    t -> {
+                      ScholixSummary scholixSummary = t._2();
+                      RelatedItemInfo relatedItemInfo = t._1();
+                      scholixSummary.setRelatedDatasets(relatedItemInfo.getRelatedDataset());
+                      scholixSummary.setRelatedPublications(
+                          relatedItemInfo.getRelatedPublication());
+                      scholixSummary.setRelatedUnknown(relatedItemInfo.getRelatedUnknown());
+                      return scholixSummary;
+                    },
+                Encoders.bean(ScholixSummary.class));
 
-        summaryComplete.write().save(workingDirPath + "/summary");
+    summaryComplete.write().save(workingDirPath + "/summary");
 
-        //        JavaPairRDD<String, String> relationCount =
-        // sc.textFile(workingDirPath+"/relatedItemCount").mapToPair((PairFunction<String, String,
-        // String>) i -> new Tuple2<>(DHPUtils.getJPathString(jsonIDPath, i), i));
-        //
-        //        JavaPairRDD<String, String> entities =
-        //                sc.textFile(graphPath + "/publication")
-        //                        .filter(ProvisionUtil::isNotDeleted)
-        //                        .mapToPair((PairFunction<String, String, String>) i -> new
-        // Tuple2<>(DHPUtils.getJPathString(jsonIDPath, i), i))
-        //                        .union(
-        //                                sc.textFile(graphPath + "/dataset")
-        //                                        .filter(ProvisionUtil::isNotDeleted)
-        //                                        .mapToPair((PairFunction<String, String, String>)
-        // i ->
-        // new Tuple2<>(DHPUtils.getJPathString(jsonIDPath, i), i))
-        //                        )
-        //                        .union(
-        //                                sc.textFile(graphPath + "/unknown")
-        //                                        .filter(ProvisionUtil::isNotDeleted)
-        //                                        .mapToPair((PairFunction<String, String, String>)
-        // i ->
-        // new Tuple2<>(DHPUtils.getJPathString(jsonIDPath, i), i))
-        //                        );
-        //        entities.join(relationCount).map((Function<Tuple2<String, Tuple2<String, String>>,
-        // String>) k ->
-        //                ScholixSummary.fromJsonOAF(ProvisionUtil.getItemTypeFromId(k._1()),
-        // k._2()._1(), k._2()._2())).saveAsTextFile(workingDirPath+"/summary", GzipCodec.class);
-        //
-        //
-        //        ;
+    // JavaPairRDD<String, String> relationCount =
+    // sc.textFile(workingDirPath+"/relatedItemCount").mapToPair((PairFunction<String, String,
+    // String>) i -> new Tuple2<>(DHPUtils.getJPathString(jsonIDPath, i), i));
+    //
+    // JavaPairRDD<String, String> entities =
+    // sc.textFile(graphPath + "/publication")
+    // .filter(ProvisionUtil::isNotDeleted)
+    // .mapToPair((PairFunction<String, String, String>) i -> new
+    // Tuple2<>(DHPUtils.getJPathString(jsonIDPath, i), i))
+    // .union(
+    // sc.textFile(graphPath + "/dataset")
+    // .filter(ProvisionUtil::isNotDeleted)
+    // .mapToPair((PairFunction<String, String, String>)
+    // i ->
+    // new Tuple2<>(DHPUtils.getJPathString(jsonIDPath, i), i))
+    // )
+    // .union(
+    // sc.textFile(graphPath + "/unknown")
+    // .filter(ProvisionUtil::isNotDeleted)
+    // .mapToPair((PairFunction<String, String, String>)
+    // i ->
+    // new Tuple2<>(DHPUtils.getJPathString(jsonIDPath, i), i))
+    // );
+    // entities.join(relationCount).map((Function<Tuple2<String, Tuple2<String, String>>,
+    // String>) k ->
+    // ScholixSummary.fromJsonOAF(ProvisionUtil.getItemTypeFromId(k._1()),
+    // k._2()._1(), k._2()._2())).saveAsTextFile(workingDirPath+"/summary", GzipCodec.class);
+    //
+    //
+    // ;
 
-    }
+  }
 }
diff --git a/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/SparkIndexCollectionOnES.java b/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/SparkIndexCollectionOnES.java
index cfdff369c2..845284ccce 100644
--- a/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/SparkIndexCollectionOnES.java
+++ b/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/SparkIndexCollectionOnES.java
@@ -16,57 +16,58 @@ import org.elasticsearch.spark.rdd.api.java.JavaEsSpark;
 
 public class SparkIndexCollectionOnES {
 
-    public static void main(String[] args) throws Exception {
+  public static void main(String[] args) throws Exception {
 
-        final ArgumentApplicationParser parser =
-                new ArgumentApplicationParser(
-                        IOUtils.toString(
-                                SparkIndexCollectionOnES.class.getResourceAsStream(
-                                        "/eu/dnetlib/dhp/provision/index_on_es.json")));
-        parser.parseArgument(args);
+    final ArgumentApplicationParser parser =
+        new ArgumentApplicationParser(
+            IOUtils.toString(
+                SparkIndexCollectionOnES.class.getResourceAsStream(
+                    "/eu/dnetlib/dhp/provision/index_on_es.json")));
+    parser.parseArgument(args);
 
-        SparkConf conf =
-                new SparkConf()
-                        .setAppName(SparkIndexCollectionOnES.class.getSimpleName())
-                        .setMaster(parser.get("master"));
+    SparkConf conf =
+        new SparkConf()
+            .setAppName(SparkIndexCollectionOnES.class.getSimpleName())
+            .setMaster(parser.get("master"));
 
-        conf.set("spark.sql.shuffle.partitions", "4000");
+    conf.set("spark.sql.shuffle.partitions", "4000");
 
-        final String sourcePath = parser.get("sourcePath");
-        final String index = parser.get("index");
-        final String idPath = parser.get("idPath");
-        final String type = parser.get("type");
-        final String indexHost = parser.get("esHost");
+    final String sourcePath = parser.get("sourcePath");
+    final String index = parser.get("index");
+    final String idPath = parser.get("idPath");
+    final String type = parser.get("type");
+    final String indexHost = parser.get("esHost");
 
-        final SparkSession spark = SparkSession.builder().config(conf).getOrCreate();
+    final SparkSession spark = SparkSession.builder().config(conf).getOrCreate();
 
-        final JavaSparkContext sc = new JavaSparkContext(spark.sparkContext());
+    final JavaSparkContext sc = new JavaSparkContext(spark.sparkContext());
 
-        JavaRDD<String> inputRdd;
+    JavaRDD<String> inputRdd;
 
-        if ("summary".equalsIgnoreCase(type))
-            inputRdd =
-                    spark.read()
-                            .load(sourcePath)
-                            .as(Encoders.bean(ScholixSummary.class))
-                            .map(
-                                    (MapFunction<ScholixSummary, String>)
-                                            f -> {
-                                                final ObjectMapper mapper = new ObjectMapper();
-                                                return mapper.writeValueAsString(f);
-                                            },
-                                    Encoders.STRING())
-                            .javaRDD();
-        else inputRdd = sc.textFile(sourcePath);
+    if ("summary".equalsIgnoreCase(type))
+      inputRdd =
+          spark
+              .read()
+              .load(sourcePath)
+              .as(Encoders.bean(ScholixSummary.class))
+              .map(
+                  (MapFunction<ScholixSummary, String>)
+                      f -> {
+                        final ObjectMapper mapper = new ObjectMapper();
+                        return mapper.writeValueAsString(f);
+                      },
+                  Encoders.STRING())
+              .javaRDD();
+    else inputRdd = sc.textFile(sourcePath);
 
-        Map<String, String> esCfg = new HashMap<>();
-        //        esCfg.put("es.nodes", "10.19.65.51, 10.19.65.52, 10.19.65.53, 10.19.65.54");
-        esCfg.put("es.nodes", indexHost);
-        esCfg.put("es.mapping.id", idPath);
-        esCfg.put("es.batch.write.retry.count", "8");
-        esCfg.put("es.batch.write.retry.wait", "60s");
-        esCfg.put("es.batch.size.entries", "200");
-        esCfg.put("es.nodes.wan.only", "true");
-        JavaEsSpark.saveJsonToEs(inputRdd, index, esCfg);
-    }
+    Map<String, String> esCfg = new HashMap<>();
+    // esCfg.put("es.nodes", "10.19.65.51, 10.19.65.52, 10.19.65.53, 10.19.65.54");
+    esCfg.put("es.nodes", indexHost);
+    esCfg.put("es.mapping.id", idPath);
+    esCfg.put("es.batch.write.retry.count", "8");
+    esCfg.put("es.batch.write.retry.wait", "60s");
+    esCfg.put("es.batch.size.entries", "200");
+    esCfg.put("es.nodes.wan.only", "true");
+    JavaEsSpark.saveJsonToEs(inputRdd, index, esCfg);
+  }
 }
diff --git a/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/scholix/Scholix.java b/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/scholix/Scholix.java
index 57e4900533..3130d8b982 100644
--- a/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/scholix/Scholix.java
+++ b/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/scholix/Scholix.java
@@ -9,185 +9,176 @@ import java.util.*;
 import java.util.stream.Collectors;
 
 public class Scholix implements Serializable {
-    private String publicationDate;
+  private String publicationDate;
 
-    private List<ScholixEntityId> publisher;
+  private List<ScholixEntityId> publisher;
 
-    private List<ScholixEntityId> linkprovider;
+  private List<ScholixEntityId> linkprovider;
 
-    private ScholixRelationship relationship;
+  private ScholixRelationship relationship;
 
-    private ScholixResource source;
+  private ScholixResource source;
 
-    private ScholixResource target;
+  private ScholixResource target;
 
-    private String identifier;
+  private String identifier;
 
-    public Scholix clone(final ScholixResource t) {
-        final Scholix clone = new Scholix();
-        clone.setPublicationDate(publicationDate);
-        clone.setPublisher(publisher);
-        clone.setLinkprovider(linkprovider);
-        clone.setRelationship(relationship);
-        clone.setSource(source);
-        clone.setTarget(t);
-        clone.generatelinkPublisher();
-        clone.generateIdentifier();
-        return clone;
+  public Scholix clone(final ScholixResource t) {
+    final Scholix clone = new Scholix();
+    clone.setPublicationDate(publicationDate);
+    clone.setPublisher(publisher);
+    clone.setLinkprovider(linkprovider);
+    clone.setRelationship(relationship);
+    clone.setSource(source);
+    clone.setTarget(t);
+    clone.generatelinkPublisher();
+    clone.generateIdentifier();
+    return clone;
+  }
+
+  public static Scholix generateScholixWithSource(
+      final String sourceSummaryJson, final String relation) {
+    final ObjectMapper mapper = new ObjectMapper();
+
+    try {
+      ScholixSummary scholixSummary = mapper.readValue(sourceSummaryJson, ScholixSummary.class);
+      Relation rel = mapper.readValue(relation, Relation.class);
+      final Scholix s = new Scholix();
+      if (scholixSummary.getDate() != null && scholixSummary.getDate().size() > 0)
+        s.setPublicationDate(scholixSummary.getDate().get(0));
+      s.setLinkprovider(
+          rel.getCollectedfrom().stream()
+              .map(
+                  cf ->
+                      new ScholixEntityId(
+                          cf.getValue(),
+                          Collections.singletonList(
+                              new ScholixIdentifier(cf.getKey(), "dnet_identifier"))))
+              .collect(Collectors.toList()));
+      s.setRelationship(new ScholixRelationship(rel.getRelType(), rel.getRelClass(), null));
+      s.setSource(ScholixResource.fromSummary(scholixSummary));
+      return s;
+    } catch (Throwable e) {
+      throw new RuntimeException(
+          String.format("Summary: %s \n relation:%s", sourceSummaryJson, relation), e);
     }
+  }
 
-    public static Scholix generateScholixWithSource(
-            final String sourceSummaryJson, final String relation) {
-        final ObjectMapper mapper = new ObjectMapper();
+  public static Scholix generateScholixWithSource(
+      final ScholixSummary scholixSummary, final Relation rel) {
+    final Scholix s = new Scholix();
+    if (scholixSummary.getDate() != null && scholixSummary.getDate().size() > 0)
+      s.setPublicationDate(scholixSummary.getDate().get(0));
+    s.setLinkprovider(
+        rel.getCollectedfrom().stream()
+            .map(
+                cf ->
+                    new ScholixEntityId(
+                        cf.getValue(),
+                        Collections.singletonList(
+                            new ScholixIdentifier(cf.getKey(), "dnet_identifier"))))
+            .collect(Collectors.toList()));
+    s.setRelationship(new ScholixRelationship(rel.getRelType(), rel.getRelClass(), null));
+    s.setSource(ScholixResource.fromSummary(scholixSummary));
 
-        try {
-            ScholixSummary scholixSummary =
-                    mapper.readValue(sourceSummaryJson, ScholixSummary.class);
-            Relation rel = mapper.readValue(relation, Relation.class);
-            final Scholix s = new Scholix();
-            if (scholixSummary.getDate() != null && scholixSummary.getDate().size() > 0)
-                s.setPublicationDate(scholixSummary.getDate().get(0));
-            s.setLinkprovider(
-                    rel.getCollectedfrom().stream()
-                            .map(
-                                    cf ->
-                                            new ScholixEntityId(
-                                                    cf.getValue(),
-                                                    Collections.singletonList(
-                                                            new ScholixIdentifier(
-                                                                    cf.getKey(),
-                                                                    "dnet_identifier"))))
-                            .collect(Collectors.toList()));
-            s.setRelationship(new ScholixRelationship(rel.getRelType(), rel.getRelClass(), null));
-            s.setSource(ScholixResource.fromSummary(scholixSummary));
-            return s;
-        } catch (Throwable e) {
-            throw new RuntimeException(
-                    String.format("Summary: %s \n relation:%s", sourceSummaryJson, relation), e);
-        }
+    s.setIdentifier(rel.getTarget());
+    // ScholixResource mockTarget = new ScholixResource();
+    // mockTarget.setDnetIdentifier(rel.getTarget());
+    // s.setTarget(mockTarget);
+    // s.generateIdentifier();
+    return s;
+  }
+
+  public void generatelinkPublisher() {
+    Set<String> publisher = new HashSet<>();
+    if (source.getPublisher() != null)
+      publisher.addAll(
+          source.getPublisher().stream()
+              .map(ScholixEntityId::getName)
+              .collect(Collectors.toList()));
+    if (target.getPublisher() != null)
+      publisher.addAll(
+          target.getPublisher().stream()
+              .map(ScholixEntityId::getName)
+              .collect(Collectors.toList()));
+    this.publisher =
+        publisher.stream().map(k -> new ScholixEntityId(k, null)).collect(Collectors.toList());
+  }
+
+  public void generateIdentifier() {
+    setIdentifier(
+        DHPUtils.md5(
+            String.format(
+                "%s::%s::%s",
+                source.getDnetIdentifier(), relationship.getName(), target.getDnetIdentifier())));
+  }
+
+  public Scholix addTarget(final String targetSummaryJson) {
+    final ObjectMapper mapper = new ObjectMapper();
+
+    try {
+      ScholixSummary targetSummary = mapper.readValue(targetSummaryJson, ScholixSummary.class);
+      setTarget(ScholixResource.fromSummary(targetSummary));
+      generateIdentifier();
+      return this;
+    } catch (Throwable e) {
+      throw new RuntimeException(e);
     }
+  }
 
-    public static Scholix generateScholixWithSource(
-            final ScholixSummary scholixSummary, final Relation rel) {
-        final Scholix s = new Scholix();
-        if (scholixSummary.getDate() != null && scholixSummary.getDate().size() > 0)
-            s.setPublicationDate(scholixSummary.getDate().get(0));
-        s.setLinkprovider(
-                rel.getCollectedfrom().stream()
-                        .map(
-                                cf ->
-                                        new ScholixEntityId(
-                                                cf.getValue(),
-                                                Collections.singletonList(
-                                                        new ScholixIdentifier(
-                                                                cf.getKey(), "dnet_identifier"))))
-                        .collect(Collectors.toList()));
-        s.setRelationship(new ScholixRelationship(rel.getRelType(), rel.getRelClass(), null));
-        s.setSource(ScholixResource.fromSummary(scholixSummary));
+  public String getPublicationDate() {
+    return publicationDate;
+  }
 
-        s.setIdentifier(rel.getTarget());
-        //        ScholixResource mockTarget = new ScholixResource();
-        //        mockTarget.setDnetIdentifier(rel.getTarget());
-        //        s.setTarget(mockTarget);
-        //        s.generateIdentifier();
-        return s;
-    }
+  public void setPublicationDate(String publicationDate) {
+    this.publicationDate = publicationDate;
+  }
 
-    public void generatelinkPublisher() {
-        Set<String> publisher = new HashSet<>();
-        if (source.getPublisher() != null)
-            publisher.addAll(
-                    source.getPublisher().stream()
-                            .map(ScholixEntityId::getName)
-                            .collect(Collectors.toList()));
-        if (target.getPublisher() != null)
-            publisher.addAll(
-                    target.getPublisher().stream()
-                            .map(ScholixEntityId::getName)
-                            .collect(Collectors.toList()));
-        this.publisher =
-                publisher.stream()
-                        .map(k -> new ScholixEntityId(k, null))
-                        .collect(Collectors.toList());
-    }
+  public List<ScholixEntityId> getPublisher() {
+    return publisher;
+  }
 
-    public void generateIdentifier() {
-        setIdentifier(
-                DHPUtils.md5(
-                        String.format(
-                                "%s::%s::%s",
-                                source.getDnetIdentifier(),
-                                relationship.getName(),
-                                target.getDnetIdentifier())));
-    }
+  public void setPublisher(List<ScholixEntityId> publisher) {
+    this.publisher = publisher;
+  }
 
-    public Scholix addTarget(final String targetSummaryJson) {
-        final ObjectMapper mapper = new ObjectMapper();
+  public List<ScholixEntityId> getLinkprovider() {
+    return linkprovider;
+  }
 
-        try {
-            ScholixSummary targetSummary =
-                    mapper.readValue(targetSummaryJson, ScholixSummary.class);
-            setTarget(ScholixResource.fromSummary(targetSummary));
-            generateIdentifier();
-            return this;
-        } catch (Throwable e) {
-            throw new RuntimeException(e);
-        }
-    }
+  public void setLinkprovider(List<ScholixEntityId> linkprovider) {
+    this.linkprovider = linkprovider;
+  }
 
-    public String getPublicationDate() {
-        return publicationDate;
-    }
+  public ScholixRelationship getRelationship() {
+    return relationship;
+  }
 
-    public void setPublicationDate(String publicationDate) {
-        this.publicationDate = publicationDate;
-    }
+  public void setRelationship(ScholixRelationship relationship) {
+    this.relationship = relationship;
+  }
 
-    public List<ScholixEntityId> getPublisher() {
-        return publisher;
-    }
+  public ScholixResource getSource() {
+    return source;
+  }
 
-    public void setPublisher(List<ScholixEntityId> publisher) {
-        this.publisher = publisher;
-    }
+  public void setSource(ScholixResource source) {
+    this.source = source;
+  }
 
-    public List<ScholixEntityId> getLinkprovider() {
-        return linkprovider;
-    }
+  public ScholixResource getTarget() {
+    return target;
+  }
 
-    public void setLinkprovider(List<ScholixEntityId> linkprovider) {
-        this.linkprovider = linkprovider;
-    }
+  public void setTarget(ScholixResource target) {
+    this.target = target;
+  }
 
-    public ScholixRelationship getRelationship() {
-        return relationship;
-    }
+  public String getIdentifier() {
+    return identifier;
+  }
 
-    public void setRelationship(ScholixRelationship relationship) {
-        this.relationship = relationship;
-    }
-
-    public ScholixResource getSource() {
-        return source;
-    }
-
-    public void setSource(ScholixResource source) {
-        this.source = source;
-    }
-
-    public ScholixResource getTarget() {
-        return target;
-    }
-
-    public void setTarget(ScholixResource target) {
-        this.target = target;
-    }
-
-    public String getIdentifier() {
-        return identifier;
-    }
-
-    public void setIdentifier(String identifier) {
-        this.identifier = identifier;
-    }
+  public void setIdentifier(String identifier) {
+    this.identifier = identifier;
+  }
 }
diff --git a/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/scholix/ScholixCollectedFrom.java b/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/scholix/ScholixCollectedFrom.java
index d3278268ab..c55bbb111f 100644
--- a/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/scholix/ScholixCollectedFrom.java
+++ b/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/scholix/ScholixCollectedFrom.java
@@ -4,40 +4,40 @@ import java.io.Serializable;
 
 public class ScholixCollectedFrom implements Serializable {
 
-    private ScholixEntityId provider;
-    private String provisionMode;
-    private String completionStatus;
+  private ScholixEntityId provider;
+  private String provisionMode;
+  private String completionStatus;
 
-    public ScholixCollectedFrom() {}
+  public ScholixCollectedFrom() {}
 
-    public ScholixCollectedFrom(
-            ScholixEntityId provider, String provisionMode, String completionStatus) {
-        this.provider = provider;
-        this.provisionMode = provisionMode;
-        this.completionStatus = completionStatus;
-    }
+  public ScholixCollectedFrom(
+      ScholixEntityId provider, String provisionMode, String completionStatus) {
+    this.provider = provider;
+    this.provisionMode = provisionMode;
+    this.completionStatus = completionStatus;
+  }
 
-    public ScholixEntityId getProvider() {
-        return provider;
-    }
+  public ScholixEntityId getProvider() {
+    return provider;
+  }
 
-    public void setProvider(ScholixEntityId provider) {
-        this.provider = provider;
-    }
+  public void setProvider(ScholixEntityId provider) {
+    this.provider = provider;
+  }
 
-    public String getProvisionMode() {
-        return provisionMode;
-    }
+  public String getProvisionMode() {
+    return provisionMode;
+  }
 
-    public void setProvisionMode(String provisionMode) {
-        this.provisionMode = provisionMode;
-    }
+  public void setProvisionMode(String provisionMode) {
+    this.provisionMode = provisionMode;
+  }
 
-    public String getCompletionStatus() {
-        return completionStatus;
-    }
+  public String getCompletionStatus() {
+    return completionStatus;
+  }
 
-    public void setCompletionStatus(String completionStatus) {
-        this.completionStatus = completionStatus;
-    }
+  public void setCompletionStatus(String completionStatus) {
+    this.completionStatus = completionStatus;
+  }
 }
diff --git a/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/scholix/ScholixEntityId.java b/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/scholix/ScholixEntityId.java
index 3b0f0f29ec..226c3d20a3 100644
--- a/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/scholix/ScholixEntityId.java
+++ b/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/scholix/ScholixEntityId.java
@@ -4,29 +4,29 @@ import java.io.Serializable;
 import java.util.List;
 
 public class ScholixEntityId implements Serializable {
-    private String name;
-    private List<ScholixIdentifier> identifiers;
+  private String name;
+  private List<ScholixIdentifier> identifiers;
 
-    public ScholixEntityId() {}
+  public ScholixEntityId() {}
 
-    public ScholixEntityId(String name, List<ScholixIdentifier> identifiers) {
-        this.name = name;
-        this.identifiers = identifiers;
-    }
+  public ScholixEntityId(String name, List<ScholixIdentifier> identifiers) {
+    this.name = name;
+    this.identifiers = identifiers;
+  }
 
-    public String getName() {
-        return name;
-    }
+  public String getName() {
+    return name;
+  }
 
-    public void setName(String name) {
-        this.name = name;
-    }
+  public void setName(String name) {
+    this.name = name;
+  }
 
-    public List<ScholixIdentifier> getIdentifiers() {
-        return identifiers;
-    }
+  public List<ScholixIdentifier> getIdentifiers() {
+    return identifiers;
+  }
 
-    public void setIdentifiers(List<ScholixIdentifier> identifiers) {
-        this.identifiers = identifiers;
-    }
+  public void setIdentifiers(List<ScholixIdentifier> identifiers) {
+    this.identifiers = identifiers;
+  }
 }
diff --git a/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/scholix/ScholixIdentifier.java b/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/scholix/ScholixIdentifier.java
index 9ad4fd7520..265ac1ef50 100644
--- a/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/scholix/ScholixIdentifier.java
+++ b/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/scholix/ScholixIdentifier.java
@@ -3,29 +3,29 @@ package eu.dnetlib.dhp.provision.scholix;
 import java.io.Serializable;
 
 public class ScholixIdentifier implements Serializable {
-    private String identifier;
-    private String schema;
+  private String identifier;
+  private String schema;
 
-    public ScholixIdentifier() {}
+  public ScholixIdentifier() {}
 
-    public ScholixIdentifier(String identifier, String schema) {
-        this.identifier = identifier;
-        this.schema = schema;
-    }
+  public ScholixIdentifier(String identifier, String schema) {
+    this.identifier = identifier;
+    this.schema = schema;
+  }
 
-    public String getIdentifier() {
-        return identifier;
-    }
+  public String getIdentifier() {
+    return identifier;
+  }
 
-    public void setIdentifier(String identifier) {
-        this.identifier = identifier;
-    }
+  public void setIdentifier(String identifier) {
+    this.identifier = identifier;
+  }
 
-    public String getSchema() {
-        return schema;
-    }
+  public String getSchema() {
+    return schema;
+  }
 
-    public void setSchema(String schema) {
-        this.schema = schema;
-    }
+  public void setSchema(String schema) {
+    this.schema = schema;
+  }
 }
diff --git a/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/scholix/ScholixRelationship.java b/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/scholix/ScholixRelationship.java
index 77cdbc7644..b363eff2cf 100644
--- a/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/scholix/ScholixRelationship.java
+++ b/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/scholix/ScholixRelationship.java
@@ -3,39 +3,39 @@ package eu.dnetlib.dhp.provision.scholix;
 import java.io.Serializable;
 
 public class ScholixRelationship implements Serializable {
-    private String name;
-    private String schema;
-    private String inverse;
+  private String name;
+  private String schema;
+  private String inverse;
 
-    public ScholixRelationship() {}
+  public ScholixRelationship() {}
 
-    public ScholixRelationship(String name, String schema, String inverse) {
-        this.name = name;
-        this.schema = schema;
-        this.inverse = inverse;
-    }
+  public ScholixRelationship(String name, String schema, String inverse) {
+    this.name = name;
+    this.schema = schema;
+    this.inverse = inverse;
+  }
 
-    public String getName() {
-        return name;
-    }
+  public String getName() {
+    return name;
+  }
 
-    public void setName(String name) {
-        this.name = name;
-    }
+  public void setName(String name) {
+    this.name = name;
+  }
 
-    public String getSchema() {
-        return schema;
-    }
+  public String getSchema() {
+    return schema;
+  }
 
-    public void setSchema(String schema) {
-        this.schema = schema;
-    }
+  public void setSchema(String schema) {
+    this.schema = schema;
+  }
 
-    public String getInverse() {
-        return inverse;
-    }
+  public String getInverse() {
+    return inverse;
+  }
 
-    public void setInverse(String inverse) {
-        this.inverse = inverse;
-    }
+  public void setInverse(String inverse) {
+    this.inverse = inverse;
+  }
 }
diff --git a/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/scholix/ScholixResource.java b/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/scholix/ScholixResource.java
index d3ed3a4a44..89342d2814 100644
--- a/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/scholix/ScholixResource.java
+++ b/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/scholix/ScholixResource.java
@@ -8,132 +8,130 @@ import java.util.stream.Collectors;
 
 public class ScholixResource implements Serializable {
 
-    private List<ScholixIdentifier> identifier;
-    private String dnetIdentifier;
-    private String objectType;
-    private String objectSubType;
-    private String title;
-    private List<ScholixEntityId> creator;
-    private String publicationDate;
-    private List<ScholixEntityId> publisher;
-    private List<ScholixCollectedFrom> collectedFrom;
+  private List<ScholixIdentifier> identifier;
+  private String dnetIdentifier;
+  private String objectType;
+  private String objectSubType;
+  private String title;
+  private List<ScholixEntityId> creator;
+  private String publicationDate;
+  private List<ScholixEntityId> publisher;
+  private List<ScholixCollectedFrom> collectedFrom;
 
-    public static ScholixResource fromSummary(ScholixSummary summary) {
+  public static ScholixResource fromSummary(ScholixSummary summary) {
 
-        final ScholixResource resource = new ScholixResource();
+    final ScholixResource resource = new ScholixResource();
 
-        resource.setDnetIdentifier(summary.getId());
+    resource.setDnetIdentifier(summary.getId());
 
-        resource.setIdentifier(
-                summary.getLocalIdentifier().stream()
-                        .map(i -> new ScholixIdentifier(i.getId(), i.getType()))
-                        .collect(Collectors.toList()));
+    resource.setIdentifier(
+        summary.getLocalIdentifier().stream()
+            .map(i -> new ScholixIdentifier(i.getId(), i.getType()))
+            .collect(Collectors.toList()));
 
-        resource.setObjectType(summary.getTypology().toString());
+    resource.setObjectType(summary.getTypology().toString());
 
-        if (summary.getTitle() != null && summary.getTitle().size() > 0)
-            resource.setTitle(summary.getTitle().get(0));
+    if (summary.getTitle() != null && summary.getTitle().size() > 0)
+      resource.setTitle(summary.getTitle().get(0));
 
-        if (summary.getAuthor() != null)
-            resource.setCreator(
-                    summary.getAuthor().stream()
-                            .map(c -> new ScholixEntityId(c, null))
-                            .collect(Collectors.toList()));
+    if (summary.getAuthor() != null)
+      resource.setCreator(
+          summary.getAuthor().stream()
+              .map(c -> new ScholixEntityId(c, null))
+              .collect(Collectors.toList()));
 
-        if (summary.getDate() != null && summary.getDate().size() > 0)
-            resource.setPublicationDate(summary.getDate().get(0));
-        if (summary.getPublisher() != null)
-            resource.setPublisher(
-                    summary.getPublisher().stream()
-                            .map(p -> new ScholixEntityId(p, null))
-                            .collect(Collectors.toList()));
-        if (summary.getDatasources() != null)
-            resource.setCollectedFrom(
-                    summary.getDatasources().stream()
-                            .map(
-                                    d ->
-                                            new ScholixCollectedFrom(
-                                                    new ScholixEntityId(
-                                                            d.getDatasourceName(),
-                                                            Collections.singletonList(
-                                                                    new ScholixIdentifier(
-                                                                            d.getDatasourceId(),
-                                                                            "dnet_identifier"))),
-                                                    "collected",
-                                                    d.getCompletionStatus()))
-                            .collect(Collectors.toList()));
-        return resource;
-    }
+    if (summary.getDate() != null && summary.getDate().size() > 0)
+      resource.setPublicationDate(summary.getDate().get(0));
+    if (summary.getPublisher() != null)
+      resource.setPublisher(
+          summary.getPublisher().stream()
+              .map(p -> new ScholixEntityId(p, null))
+              .collect(Collectors.toList()));
+    if (summary.getDatasources() != null)
+      resource.setCollectedFrom(
+          summary.getDatasources().stream()
+              .map(
+                  d ->
+                      new ScholixCollectedFrom(
+                          new ScholixEntityId(
+                              d.getDatasourceName(),
+                              Collections.singletonList(
+                                  new ScholixIdentifier(d.getDatasourceId(), "dnet_identifier"))),
+                          "collected",
+                          d.getCompletionStatus()))
+              .collect(Collectors.toList()));
+    return resource;
+  }
 
-    public List<ScholixIdentifier> getIdentifier() {
-        return identifier;
-    }
+  public List<ScholixIdentifier> getIdentifier() {
+    return identifier;
+  }
 
-    public void setIdentifier(List<ScholixIdentifier> identifier) {
-        this.identifier = identifier;
-    }
+  public void setIdentifier(List<ScholixIdentifier> identifier) {
+    this.identifier = identifier;
+  }
 
-    public String getDnetIdentifier() {
-        return dnetIdentifier;
-    }
+  public String getDnetIdentifier() {
+    return dnetIdentifier;
+  }
 
-    public void setDnetIdentifier(String dnetIdentifier) {
-        this.dnetIdentifier = dnetIdentifier;
-    }
+  public void setDnetIdentifier(String dnetIdentifier) {
+    this.dnetIdentifier = dnetIdentifier;
+  }
 
-    public String getObjectType() {
-        return objectType;
-    }
+  public String getObjectType() {
+    return objectType;
+  }
 
-    public void setObjectType(String objectType) {
-        this.objectType = objectType;
-    }
+  public void setObjectType(String objectType) {
+    this.objectType = objectType;
+  }
 
-    public String getObjectSubType() {
-        return objectSubType;
-    }
+  public String getObjectSubType() {
+    return objectSubType;
+  }
 
-    public void setObjectSubType(String objectSubType) {
-        this.objectSubType = objectSubType;
-    }
+  public void setObjectSubType(String objectSubType) {
+    this.objectSubType = objectSubType;
+  }
 
-    public String getTitle() {
-        return title;
-    }
+  public String getTitle() {
+    return title;
+  }
 
-    public void setTitle(String title) {
-        this.title = title;
-    }
+  public void setTitle(String title) {
+    this.title = title;
+  }
 
-    public List<ScholixEntityId> getCreator() {
-        return creator;
-    }
+  public List<ScholixEntityId> getCreator() {
+    return creator;
+  }
 
-    public void setCreator(List<ScholixEntityId> creator) {
-        this.creator = creator;
-    }
+  public void setCreator(List<ScholixEntityId> creator) {
+    this.creator = creator;
+  }
 
-    public String getPublicationDate() {
-        return publicationDate;
-    }
+  public String getPublicationDate() {
+    return publicationDate;
+  }
 
-    public void setPublicationDate(String publicationDate) {
-        this.publicationDate = publicationDate;
-    }
+  public void setPublicationDate(String publicationDate) {
+    this.publicationDate = publicationDate;
+  }
 
-    public List<ScholixEntityId> getPublisher() {
-        return publisher;
-    }
+  public List<ScholixEntityId> getPublisher() {
+    return publisher;
+  }
 
-    public void setPublisher(List<ScholixEntityId> publisher) {
-        this.publisher = publisher;
-    }
+  public void setPublisher(List<ScholixEntityId> publisher) {
+    this.publisher = publisher;
+  }
 
-    public List<ScholixCollectedFrom> getCollectedFrom() {
-        return collectedFrom;
-    }
+  public List<ScholixCollectedFrom> getCollectedFrom() {
+    return collectedFrom;
+  }
 
-    public void setCollectedFrom(List<ScholixCollectedFrom> collectedFrom) {
-        this.collectedFrom = collectedFrom;
-    }
+  public void setCollectedFrom(List<ScholixCollectedFrom> collectedFrom) {
+    this.collectedFrom = collectedFrom;
+  }
 }
diff --git a/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/scholix/summary/CollectedFromType.java b/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/scholix/summary/CollectedFromType.java
index 045b85a028..0d58eacd61 100644
--- a/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/scholix/summary/CollectedFromType.java
+++ b/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/scholix/summary/CollectedFromType.java
@@ -4,39 +4,39 @@ import java.io.Serializable;
 
 public class CollectedFromType implements Serializable {
 
-    private String datasourceName;
-    private String datasourceId;
-    private String completionStatus;
+  private String datasourceName;
+  private String datasourceId;
+  private String completionStatus;
 
-    public CollectedFromType() {}
+  public CollectedFromType() {}
 
-    public CollectedFromType(String datasourceName, String datasourceId, String completionStatus) {
-        this.datasourceName = datasourceName;
-        this.datasourceId = datasourceId;
-        this.completionStatus = completionStatus;
-    }
+  public CollectedFromType(String datasourceName, String datasourceId, String completionStatus) {
+    this.datasourceName = datasourceName;
+    this.datasourceId = datasourceId;
+    this.completionStatus = completionStatus;
+  }
 
-    public String getDatasourceName() {
-        return datasourceName;
-    }
+  public String getDatasourceName() {
+    return datasourceName;
+  }
 
-    public void setDatasourceName(String datasourceName) {
-        this.datasourceName = datasourceName;
-    }
+  public void setDatasourceName(String datasourceName) {
+    this.datasourceName = datasourceName;
+  }
 
-    public String getDatasourceId() {
-        return datasourceId;
-    }
+  public String getDatasourceId() {
+    return datasourceId;
+  }
 
-    public void setDatasourceId(String datasourceId) {
-        this.datasourceId = datasourceId;
-    }
+  public void setDatasourceId(String datasourceId) {
+    this.datasourceId = datasourceId;
+  }
 
-    public String getCompletionStatus() {
-        return completionStatus;
-    }
+  public String getCompletionStatus() {
+    return completionStatus;
+  }
 
-    public void setCompletionStatus(String completionStatus) {
-        this.completionStatus = completionStatus;
-    }
+  public void setCompletionStatus(String completionStatus) {
+    this.completionStatus = completionStatus;
+  }
 }
diff --git a/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/scholix/summary/SchemeValue.java b/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/scholix/summary/SchemeValue.java
index 807a1d38f4..8338e39956 100644
--- a/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/scholix/summary/SchemeValue.java
+++ b/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/scholix/summary/SchemeValue.java
@@ -3,29 +3,29 @@ package eu.dnetlib.dhp.provision.scholix.summary;
 import java.io.Serializable;
 
 public class SchemeValue implements Serializable {
-    private String scheme;
-    private String value;
+  private String scheme;
+  private String value;
 
-    public SchemeValue() {}
+  public SchemeValue() {}
 
-    public SchemeValue(String scheme, String value) {
-        this.scheme = scheme;
-        this.value = value;
-    }
+  public SchemeValue(String scheme, String value) {
+    this.scheme = scheme;
+    this.value = value;
+  }
 
-    public String getScheme() {
-        return scheme;
-    }
+  public String getScheme() {
+    return scheme;
+  }
 
-    public void setScheme(String scheme) {
-        this.scheme = scheme;
-    }
+  public void setScheme(String scheme) {
+    this.scheme = scheme;
+  }
 
-    public String getValue() {
-        return value;
-    }
+  public String getValue() {
+    return value;
+  }
 
-    public void setValue(String value) {
-        this.value = value;
-    }
+  public void setValue(String value) {
+    this.value = value;
+  }
 }
diff --git a/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/scholix/summary/ScholixSummary.java b/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/scholix/summary/ScholixSummary.java
index 676ae8cae4..50aa2a75cc 100644
--- a/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/scholix/summary/ScholixSummary.java
+++ b/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/scholix/summary/ScholixSummary.java
@@ -15,337 +15,299 @@ import java.util.List;
 import java.util.stream.Collectors;
 
 public class ScholixSummary implements Serializable {
-    private String id;
-    private List<TypedIdentifier> localIdentifier;
-    private Typology typology;
-    private List<String> title;
-    private List<String> author;
-    private List<String> date;
-    private String description;
-    private List<SchemeValue> subject;
-    private List<String> publisher;
-    private long relatedPublications;
-    private long relatedDatasets;
-    private long relatedUnknown;
-    private List<CollectedFromType> datasources;
+  private String id;
+  private List<TypedIdentifier> localIdentifier;
+  private Typology typology;
+  private List<String> title;
+  private List<String> author;
+  private List<String> date;
+  private String description;
+  private List<SchemeValue> subject;
+  private List<String> publisher;
+  private long relatedPublications;
+  private long relatedDatasets;
+  private long relatedUnknown;
+  private List<CollectedFromType> datasources;
 
-    public String getId() {
-        return id;
+  public String getId() {
+    return id;
+  }
+
+  public void setId(String id) {
+    this.id = id;
+  }
+
+  public List<TypedIdentifier> getLocalIdentifier() {
+    return localIdentifier;
+  }
+
+  public void setLocalIdentifier(List<TypedIdentifier> localIdentifier) {
+    this.localIdentifier = localIdentifier;
+  }
+
+  public Typology getTypology() {
+    return typology;
+  }
+
+  public void setTypology(Typology typology) {
+    this.typology = typology;
+  }
+
+  public List<String> getTitle() {
+    return title;
+  }
+
+  public void setTitle(List<String> title) {
+    this.title = title;
+  }
+
+  public List<String> getAuthor() {
+    return author;
+  }
+
+  public void setAuthor(List<String> author) {
+    this.author = author;
+  }
+
+  public List<String> getDate() {
+    return date;
+  }
+
+  public void setDate(List<String> date) {
+    this.date = date;
+  }
+
+  @JsonProperty("abstract")
+  public String getDescription() {
+    return description;
+  }
+
+  @JsonProperty("abstract")
+  public void setDescription(String description) {
+    this.description = description;
+  }
+
+  public List<SchemeValue> getSubject() {
+    return subject;
+  }
+
+  public void setSubject(List<SchemeValue> subject) {
+    this.subject = subject;
+  }
+
+  public List<String> getPublisher() {
+    return publisher;
+  }
+
+  public void setPublisher(List<String> publisher) {
+    this.publisher = publisher;
+  }
+
+  public long getRelatedPublications() {
+    return relatedPublications;
+  }
+
+  public void setRelatedPublications(long relatedPublications) {
+    this.relatedPublications = relatedPublications;
+  }
+
+  public long getRelatedDatasets() {
+    return relatedDatasets;
+  }
+
+  public void setRelatedDatasets(long relatedDatasets) {
+    this.relatedDatasets = relatedDatasets;
+  }
+
+  public long getRelatedUnknown() {
+    return relatedUnknown;
+  }
+
+  public void setRelatedUnknown(long relatedUnknown) {
+    this.relatedUnknown = relatedUnknown;
+  }
+
+  public List<CollectedFromType> getDatasources() {
+    return datasources;
+  }
+
+  public void setDatasources(List<CollectedFromType> datasources) {
+    this.datasources = datasources;
+  }
+
+  public static ScholixSummary fromJsonOAF(final Typology oafType, final String oafJson) {
+    try {
+      final ObjectMapper mapper = new ObjectMapper();
+      final RelatedItemInfo relatedItemInfo = new RelatedItemInfo();
+      mapper.configure(DeserializationFeature.FAIL_ON_UNKNOWN_PROPERTIES, false);
+      switch (oafType) {
+        case dataset:
+          return summaryFromDataset(mapper.readValue(oafJson, DLIDataset.class), relatedItemInfo);
+        case publication:
+          return summaryFromPublication(
+              mapper.readValue(oafJson, DLIPublication.class), relatedItemInfo);
+        case unknown:
+          return summaryFromUnknown(mapper.readValue(oafJson, DLIUnknown.class), relatedItemInfo);
+      }
+    } catch (Throwable e) {
+      throw new RuntimeException(e);
+    }
+    return null;
+  }
+
+  public static String fromJsonOAF(
+      final Typology oafType, final String oafJson, final String relEntityJson) {
+    try {
+      final ObjectMapper mapper = new ObjectMapper();
+      mapper.configure(DeserializationFeature.FAIL_ON_UNKNOWN_PROPERTIES, false);
+
+      RelatedItemInfo relatedItemInfo = mapper.readValue(relEntityJson, RelatedItemInfo.class);
+
+      switch (oafType) {
+        case dataset:
+          return mapper.writeValueAsString(
+              summaryFromDataset(mapper.readValue(oafJson, DLIDataset.class), relatedItemInfo));
+        case publication:
+          return mapper.writeValueAsString(
+              summaryFromPublication(
+                  mapper.readValue(oafJson, DLIPublication.class), relatedItemInfo));
+        case unknown:
+          return mapper.writeValueAsString(
+              summaryFromUnknown(mapper.readValue(oafJson, DLIUnknown.class), relatedItemInfo));
+      }
+
+    } catch (Throwable e) {
+      throw new RuntimeException(e);
     }
 
-    public void setId(String id) {
-        this.id = id;
+    return null;
+  }
+
+  private static ScholixSummary summaryFromDataset(
+      final DLIDataset item, final RelatedItemInfo relatedItemInfo) {
+    ScholixSummary summary = new ScholixSummary();
+    summary.setId(item.getId());
+
+    if (item.getPid() != null)
+      summary.setLocalIdentifier(
+          item.getPid().stream()
+              .map(p -> new TypedIdentifier(p.getValue(), p.getQualifier().getClassid()))
+              .collect(Collectors.toList()));
+
+    summary.setTypology(Typology.dataset);
+    if (item.getTitle() != null)
+      summary.setTitle(
+          item.getTitle().stream().map(StructuredProperty::getValue).collect(Collectors.toList()));
+
+    if (item.getAuthor() != null) {
+      summary.setAuthor(
+          item.getAuthor().stream().map(Author::getFullname).collect(Collectors.toList()));
     }
 
-    public List<TypedIdentifier> getLocalIdentifier() {
-        return localIdentifier;
+    if (item.getRelevantdate() != null)
+      summary.setDate(
+          item.getRelevantdate().stream()
+              .filter(d -> "date".equalsIgnoreCase(d.getQualifier().getClassname()))
+              .map(StructuredProperty::getValue)
+              .collect(Collectors.toList()));
+
+    if (item.getDescription() != null && item.getDescription().size() > 0)
+      summary.setDescription(item.getDescription().get(0).getValue());
+
+    if (item.getSubject() != null) {
+      summary.setSubject(
+          item.getSubject().stream()
+              .map(s -> new SchemeValue(s.getQualifier().getClassid(), s.getValue()))
+              .collect(Collectors.toList()));
+    }
+    if (item.getPublisher() != null)
+      summary.setPublisher(Collections.singletonList(item.getPublisher().getValue()));
+
+    summary.setRelatedDatasets(relatedItemInfo.getRelatedDataset());
+    summary.setRelatedPublications(relatedItemInfo.getRelatedPublication());
+    summary.setRelatedUnknown(relatedItemInfo.getRelatedUnknown());
+
+    if (item.getDlicollectedfrom() != null)
+      summary.setDatasources(
+          item.getDlicollectedfrom().stream()
+              .map(c -> new CollectedFromType(c.getName(), c.getId(), c.getCompletionStatus()))
+              .collect(Collectors.toList()));
+    return summary;
+  }
+
+  private static ScholixSummary summaryFromPublication(
+      final DLIPublication item, final RelatedItemInfo relatedItemInfo) {
+    ScholixSummary summary = new ScholixSummary();
+    summary.setId(item.getId());
+
+    if (item.getPid() != null)
+      summary.setLocalIdentifier(
+          item.getPid().stream()
+              .map(p -> new TypedIdentifier(p.getValue(), p.getQualifier().getClassid()))
+              .collect(Collectors.toList()));
+
+    summary.setTypology(Typology.publication);
+    if (item.getTitle() != null)
+      summary.setTitle(
+          item.getTitle().stream().map(StructuredProperty::getValue).collect(Collectors.toList()));
+
+    if (item.getAuthor() != null) {
+      summary.setAuthor(
+          item.getAuthor().stream().map(Author::getFullname).collect(Collectors.toList()));
     }
 
-    public void setLocalIdentifier(List<TypedIdentifier> localIdentifier) {
-        this.localIdentifier = localIdentifier;
+    if (item.getRelevantdate() != null)
+      summary.setDate(
+          item.getRelevantdate().stream()
+              .filter(d -> "date".equalsIgnoreCase(d.getQualifier().getClassname()))
+              .map(StructuredProperty::getValue)
+              .collect(Collectors.toList()));
+
+    if (item.getDescription() != null && item.getDescription().size() > 0)
+      summary.setDescription(item.getDescription().get(0).getValue());
+
+    if (item.getSubject() != null) {
+      summary.setSubject(
+          item.getSubject().stream()
+              .map(s -> new SchemeValue(s.getQualifier().getClassid(), s.getValue()))
+              .collect(Collectors.toList()));
     }
 
-    public Typology getTypology() {
-        return typology;
-    }
+    if (item.getPublisher() != null)
+      summary.setPublisher(Collections.singletonList(item.getPublisher().getValue()));
 
-    public void setTypology(Typology typology) {
-        this.typology = typology;
-    }
+    summary.setRelatedDatasets(relatedItemInfo.getRelatedDataset());
+    summary.setRelatedPublications(relatedItemInfo.getRelatedPublication());
+    summary.setRelatedUnknown(relatedItemInfo.getRelatedUnknown());
 
-    public List<String> getTitle() {
-        return title;
-    }
+    if (item.getDlicollectedfrom() != null)
+      summary.setDatasources(
+          item.getDlicollectedfrom().stream()
+              .map(c -> new CollectedFromType(c.getName(), c.getId(), c.getCompletionStatus()))
+              .collect(Collectors.toList()));
 
-    public void setTitle(List<String> title) {
-        this.title = title;
-    }
+    return summary;
+  }
 
-    public List<String> getAuthor() {
-        return author;
-    }
+  private static ScholixSummary summaryFromUnknown(
+      final DLIUnknown item, final RelatedItemInfo relatedItemInfo) {
+    ScholixSummary summary = new ScholixSummary();
+    summary.setId(item.getId());
+    if (item.getPid() != null)
+      summary.setLocalIdentifier(
+          item.getPid().stream()
+              .map(p -> new TypedIdentifier(p.getValue(), p.getQualifier().getClassid()))
+              .collect(Collectors.toList()));
 
-    public void setAuthor(List<String> author) {
-        this.author = author;
-    }
-
-    public List<String> getDate() {
-        return date;
-    }
-
-    public void setDate(List<String> date) {
-        this.date = date;
-    }
-
-    @JsonProperty("abstract")
-    public String getDescription() {
-        return description;
-    }
-
-    @JsonProperty("abstract")
-    public void setDescription(String description) {
-        this.description = description;
-    }
-
-    public List<SchemeValue> getSubject() {
-        return subject;
-    }
-
-    public void setSubject(List<SchemeValue> subject) {
-        this.subject = subject;
-    }
-
-    public List<String> getPublisher() {
-        return publisher;
-    }
-
-    public void setPublisher(List<String> publisher) {
-        this.publisher = publisher;
-    }
-
-    public long getRelatedPublications() {
-        return relatedPublications;
-    }
-
-    public void setRelatedPublications(long relatedPublications) {
-        this.relatedPublications = relatedPublications;
-    }
-
-    public long getRelatedDatasets() {
-        return relatedDatasets;
-    }
-
-    public void setRelatedDatasets(long relatedDatasets) {
-        this.relatedDatasets = relatedDatasets;
-    }
-
-    public long getRelatedUnknown() {
-        return relatedUnknown;
-    }
-
-    public void setRelatedUnknown(long relatedUnknown) {
-        this.relatedUnknown = relatedUnknown;
-    }
-
-    public List<CollectedFromType> getDatasources() {
-        return datasources;
-    }
-
-    public void setDatasources(List<CollectedFromType> datasources) {
-        this.datasources = datasources;
-    }
-
-    public static ScholixSummary fromJsonOAF(final Typology oafType, final String oafJson) {
-        try {
-            final ObjectMapper mapper = new ObjectMapper();
-            final RelatedItemInfo relatedItemInfo = new RelatedItemInfo();
-            mapper.configure(DeserializationFeature.FAIL_ON_UNKNOWN_PROPERTIES, false);
-            switch (oafType) {
-                case dataset:
-                    return summaryFromDataset(
-                            mapper.readValue(oafJson, DLIDataset.class), relatedItemInfo);
-                case publication:
-                    return summaryFromPublication(
-                            mapper.readValue(oafJson, DLIPublication.class), relatedItemInfo);
-                case unknown:
-                    return summaryFromUnknown(
-                            mapper.readValue(oafJson, DLIUnknown.class), relatedItemInfo);
-            }
-        } catch (Throwable e) {
-            throw new RuntimeException(e);
-        }
-        return null;
-    }
-
-    public static String fromJsonOAF(
-            final Typology oafType, final String oafJson, final String relEntityJson) {
-        try {
-            final ObjectMapper mapper = new ObjectMapper();
-            mapper.configure(DeserializationFeature.FAIL_ON_UNKNOWN_PROPERTIES, false);
-
-            RelatedItemInfo relatedItemInfo =
-                    mapper.readValue(relEntityJson, RelatedItemInfo.class);
-
-            switch (oafType) {
-                case dataset:
-                    return mapper.writeValueAsString(
-                            summaryFromDataset(
-                                    mapper.readValue(oafJson, DLIDataset.class), relatedItemInfo));
-                case publication:
-                    return mapper.writeValueAsString(
-                            summaryFromPublication(
-                                    mapper.readValue(oafJson, DLIPublication.class),
-                                    relatedItemInfo));
-                case unknown:
-                    return mapper.writeValueAsString(
-                            summaryFromUnknown(
-                                    mapper.readValue(oafJson, DLIUnknown.class), relatedItemInfo));
-            }
-
-        } catch (Throwable e) {
-            throw new RuntimeException(e);
-        }
-
-        return null;
-    }
-
-    private static ScholixSummary summaryFromDataset(
-            final DLIDataset item, final RelatedItemInfo relatedItemInfo) {
-        ScholixSummary summary = new ScholixSummary();
-        summary.setId(item.getId());
-
-        if (item.getPid() != null)
-            summary.setLocalIdentifier(
-                    item.getPid().stream()
-                            .map(
-                                    p ->
-                                            new TypedIdentifier(
-                                                    p.getValue(), p.getQualifier().getClassid()))
-                            .collect(Collectors.toList()));
-
-        summary.setTypology(Typology.dataset);
-        if (item.getTitle() != null)
-            summary.setTitle(
-                    item.getTitle().stream()
-                            .map(StructuredProperty::getValue)
-                            .collect(Collectors.toList()));
-
-        if (item.getAuthor() != null) {
-            summary.setAuthor(
-                    item.getAuthor().stream()
-                            .map(Author::getFullname)
-                            .collect(Collectors.toList()));
-        }
-
-        if (item.getRelevantdate() != null)
-            summary.setDate(
-                    item.getRelevantdate().stream()
-                            .filter(d -> "date".equalsIgnoreCase(d.getQualifier().getClassname()))
-                            .map(StructuredProperty::getValue)
-                            .collect(Collectors.toList()));
-
-        if (item.getDescription() != null && item.getDescription().size() > 0)
-            summary.setDescription(item.getDescription().get(0).getValue());
-
-        if (item.getSubject() != null) {
-            summary.setSubject(
-                    item.getSubject().stream()
-                            .map(s -> new SchemeValue(s.getQualifier().getClassid(), s.getValue()))
-                            .collect(Collectors.toList()));
-        }
-        if (item.getPublisher() != null)
-            summary.setPublisher(Collections.singletonList(item.getPublisher().getValue()));
-
-        summary.setRelatedDatasets(relatedItemInfo.getRelatedDataset());
-        summary.setRelatedPublications(relatedItemInfo.getRelatedPublication());
-        summary.setRelatedUnknown(relatedItemInfo.getRelatedUnknown());
-
-        if (item.getDlicollectedfrom() != null)
-            summary.setDatasources(
-                    item.getDlicollectedfrom().stream()
-                            .map(
-                                    c ->
-                                            new CollectedFromType(
-                                                    c.getName(),
-                                                    c.getId(),
-                                                    c.getCompletionStatus()))
-                            .collect(Collectors.toList()));
-        return summary;
-    }
-
-    private static ScholixSummary summaryFromPublication(
-            final DLIPublication item, final RelatedItemInfo relatedItemInfo) {
-        ScholixSummary summary = new ScholixSummary();
-        summary.setId(item.getId());
-
-        if (item.getPid() != null)
-            summary.setLocalIdentifier(
-                    item.getPid().stream()
-                            .map(
-                                    p ->
-                                            new TypedIdentifier(
-                                                    p.getValue(), p.getQualifier().getClassid()))
-                            .collect(Collectors.toList()));
-
-        summary.setTypology(Typology.publication);
-        if (item.getTitle() != null)
-            summary.setTitle(
-                    item.getTitle().stream()
-                            .map(StructuredProperty::getValue)
-                            .collect(Collectors.toList()));
-
-        if (item.getAuthor() != null) {
-            summary.setAuthor(
-                    item.getAuthor().stream()
-                            .map(Author::getFullname)
-                            .collect(Collectors.toList()));
-        }
-
-        if (item.getRelevantdate() != null)
-            summary.setDate(
-                    item.getRelevantdate().stream()
-                            .filter(d -> "date".equalsIgnoreCase(d.getQualifier().getClassname()))
-                            .map(StructuredProperty::getValue)
-                            .collect(Collectors.toList()));
-
-        if (item.getDescription() != null && item.getDescription().size() > 0)
-            summary.setDescription(item.getDescription().get(0).getValue());
-
-        if (item.getSubject() != null) {
-            summary.setSubject(
-                    item.getSubject().stream()
-                            .map(s -> new SchemeValue(s.getQualifier().getClassid(), s.getValue()))
-                            .collect(Collectors.toList()));
-        }
-
-        if (item.getPublisher() != null)
-            summary.setPublisher(Collections.singletonList(item.getPublisher().getValue()));
-
-        summary.setRelatedDatasets(relatedItemInfo.getRelatedDataset());
-        summary.setRelatedPublications(relatedItemInfo.getRelatedPublication());
-        summary.setRelatedUnknown(relatedItemInfo.getRelatedUnknown());
-
-        if (item.getDlicollectedfrom() != null)
-            summary.setDatasources(
-                    item.getDlicollectedfrom().stream()
-                            .map(
-                                    c ->
-                                            new CollectedFromType(
-                                                    c.getName(),
-                                                    c.getId(),
-                                                    c.getCompletionStatus()))
-                            .collect(Collectors.toList()));
-
-        return summary;
-    }
-
-    private static ScholixSummary summaryFromUnknown(
-            final DLIUnknown item, final RelatedItemInfo relatedItemInfo) {
-        ScholixSummary summary = new ScholixSummary();
-        summary.setId(item.getId());
-        if (item.getPid() != null)
-            summary.setLocalIdentifier(
-                    item.getPid().stream()
-                            .map(
-                                    p ->
-                                            new TypedIdentifier(
-                                                    p.getValue(), p.getQualifier().getClassid()))
-                            .collect(Collectors.toList()));
-
-        summary.setRelatedDatasets(relatedItemInfo.getRelatedDataset());
-        summary.setRelatedPublications(relatedItemInfo.getRelatedPublication());
-        summary.setRelatedUnknown(relatedItemInfo.getRelatedUnknown());
-        summary.setTypology(Typology.unknown);
-        if (item.getDlicollectedfrom() != null)
-            summary.setDatasources(
-                    item.getDlicollectedfrom().stream()
-                            .map(
-                                    c ->
-                                            new CollectedFromType(
-                                                    c.getName(),
-                                                    c.getId(),
-                                                    c.getCompletionStatus()))
-                            .collect(Collectors.toList()));
-        return summary;
-    }
+    summary.setRelatedDatasets(relatedItemInfo.getRelatedDataset());
+    summary.setRelatedPublications(relatedItemInfo.getRelatedPublication());
+    summary.setRelatedUnknown(relatedItemInfo.getRelatedUnknown());
+    summary.setTypology(Typology.unknown);
+    if (item.getDlicollectedfrom() != null)
+      summary.setDatasources(
+          item.getDlicollectedfrom().stream()
+              .map(c -> new CollectedFromType(c.getName(), c.getId(), c.getCompletionStatus()))
+              .collect(Collectors.toList()));
+    return summary;
+  }
 }
diff --git a/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/scholix/summary/TypedIdentifier.java b/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/scholix/summary/TypedIdentifier.java
index a452de4445..773695effd 100644
--- a/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/scholix/summary/TypedIdentifier.java
+++ b/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/scholix/summary/TypedIdentifier.java
@@ -3,29 +3,29 @@ package eu.dnetlib.dhp.provision.scholix.summary;
 import java.io.Serializable;
 
 public class TypedIdentifier implements Serializable {
-    private String id;
-    private String type;
+  private String id;
+  private String type;
 
-    public TypedIdentifier() {}
+  public TypedIdentifier() {}
 
-    public TypedIdentifier(String id, String type) {
-        this.id = id;
-        this.type = type;
-    }
+  public TypedIdentifier(String id, String type) {
+    this.id = id;
+    this.type = type;
+  }
 
-    public String getId() {
-        return id;
-    }
+  public String getId() {
+    return id;
+  }
 
-    public void setId(String id) {
-        this.id = id;
-    }
+  public void setId(String id) {
+    this.id = id;
+  }
 
-    public String getType() {
-        return type;
-    }
+  public String getType() {
+    return type;
+  }
 
-    public void setType(String type) {
-        this.type = type;
-    }
+  public void setType(String type) {
+    this.type = type;
+  }
 }
diff --git a/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/scholix/summary/Typology.java b/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/scholix/summary/Typology.java
index bba4b6ddfc..d90e224f9c 100644
--- a/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/scholix/summary/Typology.java
+++ b/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/scholix/summary/Typology.java
@@ -3,7 +3,7 @@ package eu.dnetlib.dhp.provision.scholix.summary;
 import java.io.Serializable;
 
 public enum Typology implements Serializable {
-    dataset,
-    publication,
-    unknown
+  dataset,
+  publication,
+  unknown
 }
diff --git a/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/update/CrossRefParserJSON.java b/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/update/CrossRefParserJSON.java
index 79e91799d7..7e8e7aef3f 100644
--- a/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/update/CrossRefParserJSON.java
+++ b/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/update/CrossRefParserJSON.java
@@ -15,110 +15,107 @@ import java.util.List;
 
 public class CrossRefParserJSON {
 
-    private static List<ScholixCollectedFrom> collectedFrom =
-            generateCrossrefCollectedFrom("complete");
+  private static List<ScholixCollectedFrom> collectedFrom =
+      generateCrossrefCollectedFrom("complete");
 
-    public static ScholixResource parseRecord(final String record) {
-        if (record == null) return null;
-        JsonElement jElement = new JsonParser().parse(record);
-        JsonElement source = null;
-        if (jElement.getAsJsonObject().has("_source")) {
-            source = jElement.getAsJsonObject().get("_source");
-            if (source == null || !source.isJsonObject()) return null;
-        } else if (jElement.getAsJsonObject().has("DOI")) {
-            source = jElement;
-        } else {
-            return null;
-        }
-
-        final JsonObject message = source.getAsJsonObject();
-        ScholixResource currentObject = new ScholixResource();
-
-        if (message.get("DOI") != null) {
-            final String doi = message.get("DOI").getAsString();
-            currentObject.setIdentifier(
-                    Collections.singletonList(new ScholixIdentifier(doi, "doi")));
-        }
-
-        if ((!message.get("created").isJsonNull())
-                && (message.getAsJsonObject("created").get("date-time") != null)) {
-            currentObject.setPublicationDate(
-                    message.getAsJsonObject("created").get("date-time").getAsString());
-        }
-
-        if (message.get("title") != null
-                && !message.get("title").isJsonNull()
-                && message.get("title").isJsonArray()) {
-
-            JsonArray array = message.get("title").getAsJsonArray();
-            currentObject.setTitle(array.get(0).getAsString());
-        }
-        if (message.get("author") != null && !message.get("author").isJsonNull()) {
-            JsonArray author = message.getAsJsonArray("author");
-            List<ScholixEntityId> authorList = new ArrayList<>();
-            for (JsonElement anAuthor : author) {
-                JsonObject currentAuth = anAuthor.getAsJsonObject();
-
-                String family = "";
-                String given = "";
-                if (currentAuth != null
-                        && currentAuth.get("family") != null
-                        && !currentAuth.get("family").isJsonNull()) {
-                    family = currentAuth.get("family").getAsString();
-                }
-                if (currentAuth != null
-                        && currentAuth.get("given") != null
-                        && !currentAuth.get("given").isJsonNull()) {
-                    given = currentAuth.get("given").getAsString();
-                }
-                authorList.add(new ScholixEntityId(String.format("%s %s", family, given), null));
-            }
-            currentObject.setCreator(authorList);
-        }
-        if (message.get("publisher") != null && !message.get("publisher").isJsonNull()) {
-            currentObject.setPublisher(
-                    Collections.singletonList(
-                            new ScholixEntityId(message.get("publisher").getAsString(), null)));
-        }
-        currentObject.setCollectedFrom(collectedFrom);
-        currentObject.setObjectType("publication");
-        currentObject.setDnetIdentifier(
-                generateId(message.get("DOI").getAsString(), "doi", "publication"));
-
-        return currentObject;
+  public static ScholixResource parseRecord(final String record) {
+    if (record == null) return null;
+    JsonElement jElement = new JsonParser().parse(record);
+    JsonElement source = null;
+    if (jElement.getAsJsonObject().has("_source")) {
+      source = jElement.getAsJsonObject().get("_source");
+      if (source == null || !source.isJsonObject()) return null;
+    } else if (jElement.getAsJsonObject().has("DOI")) {
+      source = jElement;
+    } else {
+      return null;
     }
 
-    private static List<ScholixCollectedFrom> generateCrossrefCollectedFrom(
-            final String completionStatus) {
-        final ScholixEntityId scholixEntityId =
-                new ScholixEntityId(
-                        "Crossref",
-                        Collections.singletonList(
-                                new ScholixIdentifier(
-                                        "dli_________::crossref", "dnet_identifier")));
-        return Collections.singletonList(
-                new ScholixCollectedFrom(scholixEntityId, "resolved", completionStatus));
+    final JsonObject message = source.getAsJsonObject();
+    ScholixResource currentObject = new ScholixResource();
+
+    if (message.get("DOI") != null) {
+      final String doi = message.get("DOI").getAsString();
+      currentObject.setIdentifier(Collections.singletonList(new ScholixIdentifier(doi, "doi")));
     }
 
-    private static String generateId(
-            final String pid, final String pidType, final String entityType) {
-        String type;
-        switch (entityType) {
-            case "publication":
-                type = "50|";
-                break;
-            case "dataset":
-                type = "60|";
-                break;
-            case "unknown":
-                type = "70|";
-                break;
-            default:
-                throw new IllegalArgumentException("unexpected value " + entityType);
-        }
-        return type
-                + DHPUtils.md5(
-                        String.format(
-                                "%s::%s", pid.toLowerCase().trim(), pidType.toLowerCase().trim()));
+    if ((!message.get("created").isJsonNull())
+        && (message.getAsJsonObject("created").get("date-time") != null)) {
+      currentObject.setPublicationDate(
+          message.getAsJsonObject("created").get("date-time").getAsString());
     }
+
+    if (message.get("title") != null
+        && !message.get("title").isJsonNull()
+        && message.get("title").isJsonArray()) {
+
+      JsonArray array = message.get("title").getAsJsonArray();
+      currentObject.setTitle(array.get(0).getAsString());
+    }
+    if (message.get("author") != null && !message.get("author").isJsonNull()) {
+      JsonArray author = message.getAsJsonArray("author");
+      List<ScholixEntityId> authorList = new ArrayList<>();
+      for (JsonElement anAuthor : author) {
+        JsonObject currentAuth = anAuthor.getAsJsonObject();
+
+        String family = "";
+        String given = "";
+        if (currentAuth != null
+            && currentAuth.get("family") != null
+            && !currentAuth.get("family").isJsonNull()) {
+          family = currentAuth.get("family").getAsString();
+        }
+        if (currentAuth != null
+            && currentAuth.get("given") != null
+            && !currentAuth.get("given").isJsonNull()) {
+          given = currentAuth.get("given").getAsString();
+        }
+        authorList.add(new ScholixEntityId(String.format("%s %s", family, given), null));
+      }
+      currentObject.setCreator(authorList);
+    }
+    if (message.get("publisher") != null && !message.get("publisher").isJsonNull()) {
+      currentObject.setPublisher(
+          Collections.singletonList(
+              new ScholixEntityId(message.get("publisher").getAsString(), null)));
+    }
+    currentObject.setCollectedFrom(collectedFrom);
+    currentObject.setObjectType("publication");
+    currentObject.setDnetIdentifier(
+        generateId(message.get("DOI").getAsString(), "doi", "publication"));
+
+    return currentObject;
+  }
+
+  private static List<ScholixCollectedFrom> generateCrossrefCollectedFrom(
+      final String completionStatus) {
+    final ScholixEntityId scholixEntityId =
+        new ScholixEntityId(
+            "Crossref",
+            Collections.singletonList(
+                new ScholixIdentifier("dli_________::crossref", "dnet_identifier")));
+    return Collections.singletonList(
+        new ScholixCollectedFrom(scholixEntityId, "resolved", completionStatus));
+  }
+
+  private static String generateId(
+      final String pid, final String pidType, final String entityType) {
+    String type;
+    switch (entityType) {
+      case "publication":
+        type = "50|";
+        break;
+      case "dataset":
+        type = "60|";
+        break;
+      case "unknown":
+        type = "70|";
+        break;
+      default:
+        throw new IllegalArgumentException("unexpected value " + entityType);
+    }
+    return type
+        + DHPUtils.md5(
+            String.format("%s::%s", pid.toLowerCase().trim(), pidType.toLowerCase().trim()));
+  }
 }
diff --git a/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/update/CrossrefClient.java b/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/update/CrossrefClient.java
index e000dcbce0..e5aa38c1d6 100644
--- a/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/update/CrossrefClient.java
+++ b/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/update/CrossrefClient.java
@@ -14,80 +14,75 @@ import org.apache.http.impl.client.HttpClients;
 
 public class CrossrefClient {
 
-    private String host;
-    private String index = "crossref";
-    private String indexType = "item";
+  private String host;
+  private String index = "crossref";
+  private String indexType = "item";
 
-    public CrossrefClient(String host) {
-        this.host = host;
-    }
+  public CrossrefClient(String host) {
+    this.host = host;
+  }
 
-    public String getHost() {
-        return host;
-    }
+  public String getHost() {
+    return host;
+  }
 
-    public void setHost(String host) {
-        this.host = host;
-    }
+  public void setHost(String host) {
+    this.host = host;
+  }
 
-    public String getIndex() {
-        return index;
-    }
+  public String getIndex() {
+    return index;
+  }
 
-    public void setIndex(String index) {
-        this.index = index;
-    }
+  public void setIndex(String index) {
+    this.index = index;
+  }
 
-    public String getIndexType() {
-        return indexType;
-    }
+  public String getIndexType() {
+    return indexType;
+  }
 
-    public void setIndexType(String indexType) {
-        this.indexType = indexType;
-    }
+  public void setIndexType(String indexType) {
+    this.indexType = indexType;
+  }
 
-    private static String decompressBlob(final String blob) {
-        try {
-            byte[] byteArray = Base64.decodeBase64(blob.getBytes());
-            final Inflater decompresser = new Inflater();
-            decompresser.setInput(byteArray);
-            final ByteArrayOutputStream bos = new ByteArrayOutputStream(byteArray.length);
-            byte[] buffer = new byte[8192];
-            while (!decompresser.finished()) {
-                int size = decompresser.inflate(buffer);
-                bos.write(buffer, 0, size);
-            }
-            byte[] unzippeddata = bos.toByteArray();
-            decompresser.end();
-            return new String(unzippeddata);
-        } catch (Throwable e) {
-            throw new RuntimeException("Wrong record:" + blob, e);
-        }
+  private static String decompressBlob(final String blob) {
+    try {
+      byte[] byteArray = Base64.decodeBase64(blob.getBytes());
+      final Inflater decompresser = new Inflater();
+      decompresser.setInput(byteArray);
+      final ByteArrayOutputStream bos = new ByteArrayOutputStream(byteArray.length);
+      byte[] buffer = new byte[8192];
+      while (!decompresser.finished()) {
+        int size = decompresser.inflate(buffer);
+        bos.write(buffer, 0, size);
+      }
+      byte[] unzippeddata = bos.toByteArray();
+      decompresser.end();
+      return new String(unzippeddata);
+    } catch (Throwable e) {
+      throw new RuntimeException("Wrong record:" + blob, e);
     }
+  }
 
-    public ScholixResource getResourceByDOI(final String doi) {
-        try (CloseableHttpClient client = HttpClients.createDefault()) {
-            HttpGet httpGet =
-                    new HttpGet(
-                            String.format(
-                                    "http://%s:9200/%s/%s/%s",
-                                    host, index, indexType, doi.replaceAll("/", "%2F")));
-            CloseableHttpResponse response = client.execute(httpGet);
-            String json = IOUtils.toString(response.getEntity().getContent());
-            if (json.contains("blob")) {
-                JsonParser p = new JsonParser();
-                final JsonElement root = p.parse(json);
-                json =
-                        decompressBlob(
-                                root.getAsJsonObject()
-                                        .get("_source")
-                                        .getAsJsonObject()
-                                        .get("blob")
-                                        .getAsString());
-            }
-            return CrossRefParserJSON.parseRecord(json);
-        } catch (Throwable e) {
-            return null;
-        }
+  public ScholixResource getResourceByDOI(final String doi) {
+    try (CloseableHttpClient client = HttpClients.createDefault()) {
+      HttpGet httpGet =
+          new HttpGet(
+              String.format(
+                  "http://%s:9200/%s/%s/%s", host, index, indexType, doi.replaceAll("/", "%2F")));
+      CloseableHttpResponse response = client.execute(httpGet);
+      String json = IOUtils.toString(response.getEntity().getContent());
+      if (json.contains("blob")) {
+        JsonParser p = new JsonParser();
+        final JsonElement root = p.parse(json);
+        json =
+            decompressBlob(
+                root.getAsJsonObject().get("_source").getAsJsonObject().get("blob").getAsString());
+      }
+      return CrossRefParserJSON.parseRecord(json);
+    } catch (Throwable e) {
+      return null;
     }
+  }
 }
diff --git a/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/update/Datacite2Scholix.java b/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/update/Datacite2Scholix.java
index 39f2dbaa68..3eed64d4df 100644
--- a/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/update/Datacite2Scholix.java
+++ b/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/update/Datacite2Scholix.java
@@ -14,212 +14,205 @@ import org.apache.commons.lang3.StringUtils;
 
 public class Datacite2Scholix {
 
-    private String rootPath = "$.attributes";
-    final RelationMapper relationMapper;
+  private String rootPath = "$.attributes";
+  final RelationMapper relationMapper;
 
-    public Datacite2Scholix(RelationMapper relationMapper) {
-        this.relationMapper = relationMapper;
+  public Datacite2Scholix(RelationMapper relationMapper) {
+    this.relationMapper = relationMapper;
+  }
+
+  public List<Scholix> generateScholixFromJson(final String dJson) {
+    List<Map<String, String>> relIds = getRelatedIendtifiers(dJson);
+    relIds =
+        relIds != null
+            ? relIds.stream()
+                .filter(
+                    m ->
+                        m.containsKey("relatedIdentifierType")
+                            && m.containsKey("relationType")
+                            && m.containsKey("relatedIdentifier"))
+                .collect(Collectors.toList())
+            : null;
+    if (relIds == null || relIds.size() == 0) return null;
+
+    final String updated = JsonPath.read(dJson, rootPath + ".updated");
+    ScholixResource resource = generateDataciteScholixResource(dJson);
+
+    return relIds.stream()
+        .flatMap(
+            s -> {
+              try {
+                final List<Scholix> result =
+                    generateScholix(
+                        resource,
+                        "" + s.get("relatedIdentifier"),
+                        s.get("relatedIdentifierType"),
+                        s.get("relationType"),
+                        updated);
+                return result.stream();
+              } catch (Throwable e) {
+                return new ArrayList<Scholix>().stream();
+              }
+            })
+        .collect(Collectors.toList());
+  }
+
+  public String getRootPath() {
+    return rootPath;
+  }
+
+  public void setRootPath(String rootPath) {
+    this.rootPath = rootPath;
+  }
+
+  private List<Scholix> generateScholix(
+      ScholixResource source,
+      final String pid,
+      final String pidtype,
+      final String relType,
+      final String updated) {
+
+    if ("doi".equalsIgnoreCase(pidtype)) {
+      ScholixResource target = new ScholixResource();
+      target.setIdentifier(Collections.singletonList(new ScholixIdentifier(pid, pidtype)));
+      final RelInfo relInfo = relationMapper.get(relType.toLowerCase());
+      final ScholixRelationship rel =
+          new ScholixRelationship(relInfo.getOriginal(), "datacite", relInfo.getInverse());
+      final ScholixEntityId provider = source.getCollectedFrom().get(0).getProvider();
+      final Scholix s = new Scholix();
+      s.setSource(source);
+      s.setTarget(target);
+      s.setLinkprovider(Collections.singletonList(provider));
+      s.setPublisher(source.getPublisher());
+      s.setRelationship(rel);
+      s.setPublicationDate(updated);
+      return Collections.singletonList(s);
+    } else {
+      final List<Scholix> result = new ArrayList<>();
+      ScholixResource target = new ScholixResource();
+      target.setIdentifier(Collections.singletonList(new ScholixIdentifier(pid, pidtype)));
+      target.setDnetIdentifier(generateId(pid, pidtype, "unknown"));
+      target.setObjectType("unknown");
+      target.setCollectedFrom(generateDataciteCollectedFrom("incomplete"));
+      final RelInfo relInfo = relationMapper.get(relType.toLowerCase());
+      final ScholixRelationship rel =
+          new ScholixRelationship(relInfo.getOriginal(), "datacite", relInfo.getInverse());
+      final ScholixEntityId provider = source.getCollectedFrom().get(0).getProvider();
+      final Scholix s = new Scholix();
+      s.setSource(source);
+      s.setTarget(target);
+      s.setLinkprovider(Collections.singletonList(provider));
+      s.setPublisher(source.getPublisher());
+      s.setRelationship(rel);
+      s.setPublicationDate(updated);
+      s.generateIdentifier();
+      result.add(s);
+      final Scholix s2 = new Scholix();
+      s2.setSource(target);
+      s2.setTarget(source);
+      s2.setLinkprovider(Collections.singletonList(provider));
+      s2.setPublisher(source.getPublisher());
+      s2.setRelationship(
+          new ScholixRelationship(relInfo.getInverse(), "datacite", relInfo.getOriginal()));
+      s2.setPublicationDate(updated);
+      s2.generateIdentifier();
+      result.add(s2);
+      return result;
     }
+  }
 
-    public List<Scholix> generateScholixFromJson(final String dJson) {
-        List<Map<String, String>> relIds = getRelatedIendtifiers(dJson);
-        relIds =
-                relIds != null
-                        ? relIds.stream()
-                                .filter(
-                                        m ->
-                                                m.containsKey("relatedIdentifierType")
-                                                        && m.containsKey("relationType")
-                                                        && m.containsKey("relatedIdentifier"))
-                                .collect(Collectors.toList())
-                        : null;
-        if (relIds == null || relIds.size() == 0) return null;
+  public ScholixResource generateDataciteScholixResource(String dJson) {
+    ScholixResource resource = new ScholixResource();
+    String DOI_PATH = rootPath + ".doi";
+    final String doi = JsonPath.read(dJson, DOI_PATH);
+    resource.setIdentifier(Collections.singletonList(new ScholixIdentifier(doi, "doi")));
+    resource.setObjectType(getType(dJson));
+    resource.setDnetIdentifier(generateId(doi, "doi", resource.getObjectType()));
+    resource.setCollectedFrom(generateDataciteCollectedFrom("complete"));
+    final String publisher = JsonPath.read(dJson, rootPath + ".publisher");
+    if (StringUtils.isNotBlank(publisher))
+      resource.setPublisher(Collections.singletonList(new ScholixEntityId(publisher, null)));
+    final String date = getDate(dJson);
+    if (StringUtils.isNotBlank(date)) resource.setPublicationDate(date);
+    final String title = getTitle(dJson);
+    if (StringUtils.isNotBlank(title)) resource.setTitle(title);
+    resource.setCreator(getCreators(dJson));
+    return resource;
+  }
 
-        final String updated = JsonPath.read(dJson, rootPath + ".updated");
-        ScholixResource resource = generateDataciteScholixResource(dJson);
-
-        return relIds.stream()
-                .flatMap(
-                        s -> {
-                            try {
-                                final List<Scholix> result =
-                                        generateScholix(
-                                                resource,
-                                                "" + s.get("relatedIdentifier"),
-                                                s.get("relatedIdentifierType"),
-                                                s.get("relationType"),
-                                                updated);
-                                return result.stream();
-                            } catch (Throwable e) {
-                                return new ArrayList<Scholix>().stream();
-                            }
-                        })
-                .collect(Collectors.toList());
+  private List<ScholixEntityId> getCreators(final String json) {
+    final List<String> creatorName = JsonPath.read(json, rootPath + ".creators[*].name");
+    if (creatorName != null && creatorName.size() > 0) {
+      return creatorName.stream()
+          .map(s -> new ScholixEntityId(s, null))
+          .collect(Collectors.toList());
     }
+    return null;
+  }
 
-    public String getRootPath() {
-        return rootPath;
+  private String getTitle(final String json) {
+    final List<String> titles = JsonPath.read(json, rootPath + ".titles[*].title");
+    return titles != null && titles.size() > 0 ? titles.get(0) : null;
+  }
+
+  private String getDate(final String json) {
+    final List<Map<String, String>> dates = JsonPath.read(json, rootPath + ".dates");
+    if (dates != null && dates.size() > 0) {
+
+      List<Map<String, String>> issued =
+          dates.stream()
+              .filter(s -> "issued".equalsIgnoreCase(s.get("dateType")))
+              .collect(Collectors.toList());
+      if (issued.size() > 0) return issued.get(0).get("date");
     }
+    return null;
+  }
 
-    public void setRootPath(String rootPath) {
-        this.rootPath = rootPath;
+  private List<ScholixCollectedFrom> generateDataciteCollectedFrom(final String completionStatus) {
+    final ScholixEntityId scholixEntityId =
+        new ScholixEntityId(
+            "Datasets in Datacite",
+            Collections.singletonList(
+                new ScholixIdentifier("dli_________::datacite", "dnet_identifier")));
+    return Collections.singletonList(
+        new ScholixCollectedFrom(scholixEntityId, "collected", completionStatus));
+  }
+
+  private String getType(final String json) {
+    try {
+      final String bibtext = JsonPath.read(json, rootPath + ".types.bibtex");
+      if ("article".equalsIgnoreCase(bibtext)) {
+        return "publication";
+      }
+      return "dataset";
+    } catch (Throwable e) {
+      return "dataset";
     }
+  }
 
-    private List<Scholix> generateScholix(
-            ScholixResource source,
-            final String pid,
-            final String pidtype,
-            final String relType,
-            final String updated) {
+  private List<Map<String, String>> getRelatedIendtifiers(final String json) {
+    String REL_IDENTIFIER_PATH = rootPath + ".relatedIdentifiers[*]";
+    List<Map<String, String>> res = JsonPath.read(json, REL_IDENTIFIER_PATH);
+    return res;
+  }
 
-        if ("doi".equalsIgnoreCase(pidtype)) {
-            ScholixResource target = new ScholixResource();
-            target.setIdentifier(Collections.singletonList(new ScholixIdentifier(pid, pidtype)));
-            final RelInfo relInfo = relationMapper.get(relType.toLowerCase());
-            final ScholixRelationship rel =
-                    new ScholixRelationship(
-                            relInfo.getOriginal(), "datacite", relInfo.getInverse());
-            final ScholixEntityId provider = source.getCollectedFrom().get(0).getProvider();
-            final Scholix s = new Scholix();
-            s.setSource(source);
-            s.setTarget(target);
-            s.setLinkprovider(Collections.singletonList(provider));
-            s.setPublisher(source.getPublisher());
-            s.setRelationship(rel);
-            s.setPublicationDate(updated);
-            return Collections.singletonList(s);
-        } else {
-            final List<Scholix> result = new ArrayList<>();
-            ScholixResource target = new ScholixResource();
-            target.setIdentifier(Collections.singletonList(new ScholixIdentifier(pid, pidtype)));
-            target.setDnetIdentifier(generateId(pid, pidtype, "unknown"));
-            target.setObjectType("unknown");
-            target.setCollectedFrom(generateDataciteCollectedFrom("incomplete"));
-            final RelInfo relInfo = relationMapper.get(relType.toLowerCase());
-            final ScholixRelationship rel =
-                    new ScholixRelationship(
-                            relInfo.getOriginal(), "datacite", relInfo.getInverse());
-            final ScholixEntityId provider = source.getCollectedFrom().get(0).getProvider();
-            final Scholix s = new Scholix();
-            s.setSource(source);
-            s.setTarget(target);
-            s.setLinkprovider(Collections.singletonList(provider));
-            s.setPublisher(source.getPublisher());
-            s.setRelationship(rel);
-            s.setPublicationDate(updated);
-            s.generateIdentifier();
-            result.add(s);
-            final Scholix s2 = new Scholix();
-            s2.setSource(target);
-            s2.setTarget(source);
-            s2.setLinkprovider(Collections.singletonList(provider));
-            s2.setPublisher(source.getPublisher());
-            s2.setRelationship(
-                    new ScholixRelationship(
-                            relInfo.getInverse(), "datacite", relInfo.getOriginal()));
-            s2.setPublicationDate(updated);
-            s2.generateIdentifier();
-            result.add(s2);
-            return result;
-        }
-    }
-
-    public ScholixResource generateDataciteScholixResource(String dJson) {
-        ScholixResource resource = new ScholixResource();
-        String DOI_PATH = rootPath + ".doi";
-        final String doi = JsonPath.read(dJson, DOI_PATH);
-        resource.setIdentifier(Collections.singletonList(new ScholixIdentifier(doi, "doi")));
-        resource.setObjectType(getType(dJson));
-        resource.setDnetIdentifier(generateId(doi, "doi", resource.getObjectType()));
-        resource.setCollectedFrom(generateDataciteCollectedFrom("complete"));
-        final String publisher = JsonPath.read(dJson, rootPath + ".publisher");
-        if (StringUtils.isNotBlank(publisher))
-            resource.setPublisher(Collections.singletonList(new ScholixEntityId(publisher, null)));
-        final String date = getDate(dJson);
-        if (StringUtils.isNotBlank(date)) resource.setPublicationDate(date);
-        final String title = getTitle(dJson);
-        if (StringUtils.isNotBlank(title)) resource.setTitle(title);
-        resource.setCreator(getCreators(dJson));
-        return resource;
-    }
-
-    private List<ScholixEntityId> getCreators(final String json) {
-        final List<String> creatorName = JsonPath.read(json, rootPath + ".creators[*].name");
-        if (creatorName != null && creatorName.size() > 0) {
-            return creatorName.stream()
-                    .map(s -> new ScholixEntityId(s, null))
-                    .collect(Collectors.toList());
-        }
-        return null;
-    }
-
-    private String getTitle(final String json) {
-        final List<String> titles = JsonPath.read(json, rootPath + ".titles[*].title");
-        return titles != null && titles.size() > 0 ? titles.get(0) : null;
-    }
-
-    private String getDate(final String json) {
-        final List<Map<String, String>> dates = JsonPath.read(json, rootPath + ".dates");
-        if (dates != null && dates.size() > 0) {
-
-            List<Map<String, String>> issued =
-                    dates.stream()
-                            .filter(s -> "issued".equalsIgnoreCase(s.get("dateType")))
-                            .collect(Collectors.toList());
-            if (issued.size() > 0) return issued.get(0).get("date");
-        }
-        return null;
-    }
-
-    private List<ScholixCollectedFrom> generateDataciteCollectedFrom(
-            final String completionStatus) {
-        final ScholixEntityId scholixEntityId =
-                new ScholixEntityId(
-                        "Datasets in Datacite",
-                        Collections.singletonList(
-                                new ScholixIdentifier(
-                                        "dli_________::datacite", "dnet_identifier")));
-        return Collections.singletonList(
-                new ScholixCollectedFrom(scholixEntityId, "collected", completionStatus));
-    }
-
-    private String getType(final String json) {
-        try {
-            final String bibtext = JsonPath.read(json, rootPath + ".types.bibtex");
-            if ("article".equalsIgnoreCase(bibtext)) {
-                return "publication";
-            }
-            return "dataset";
-        } catch (Throwable e) {
-            return "dataset";
-        }
-    }
-
-    private List<Map<String, String>> getRelatedIendtifiers(final String json) {
-        String REL_IDENTIFIER_PATH = rootPath + ".relatedIdentifiers[*]";
-        List<Map<String, String>> res = JsonPath.read(json, REL_IDENTIFIER_PATH);
-        return res;
-    }
-
-    public static String generateId(
-            final String pid, final String pidType, final String entityType) {
-        String type;
-        switch (entityType) {
-            case "publication":
-                type = "50|";
-                break;
-            case "dataset":
-                type = "60|";
-                break;
-            case "unknown":
-                type = "70|";
-                break;
-            default:
-                throw new IllegalArgumentException("unexpected value " + entityType);
-        }
-        return type
-                + DHPUtils.md5(
-                        String.format(
-                                "%s::%s", pid.toLowerCase().trim(), pidType.toLowerCase().trim()));
+  public static String generateId(final String pid, final String pidType, final String entityType) {
+    String type;
+    switch (entityType) {
+      case "publication":
+        type = "50|";
+        break;
+      case "dataset":
+        type = "60|";
+        break;
+      case "unknown":
+        type = "70|";
+        break;
+      default:
+        throw new IllegalArgumentException("unexpected value " + entityType);
     }
+    return type
+        + DHPUtils.md5(
+            String.format("%s::%s", pid.toLowerCase().trim(), pidType.toLowerCase().trim()));
+  }
 }
diff --git a/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/update/DataciteClient.java b/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/update/DataciteClient.java
index 635dc0c54a..a4e77b37c6 100644
--- a/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/update/DataciteClient.java
+++ b/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/update/DataciteClient.java
@@ -10,64 +10,63 @@ import org.apache.http.impl.client.HttpClients;
 
 public class DataciteClient {
 
-    private String host;
-    private String index = "datacite";
-    private String indexType = "dump";
-    private Datacite2Scholix d2s;
+  private String host;
+  private String index = "datacite";
+  private String indexType = "dump";
+  private Datacite2Scholix d2s;
 
-    public DataciteClient(String host) {
-        this.host = host;
+  public DataciteClient(String host) {
+    this.host = host;
 
-        d2s = new Datacite2Scholix(null);
-        d2s.setRootPath("$._source.attributes");
-    }
-
-    public Iterable<String> getDatasetsFromTs(final Long timestamp) {
-        return () -> {
-            try {
-                return new DataciteClientIterator(host, index, timestamp);
-            } catch (IOException e) {
-                throw new RuntimeException(e);
-            }
-        };
-    }
-
-    public String getHost() {
-        return host;
-    }
-
-    public void setHost(String host) {
-        this.host = host;
-    }
-
-    public String getIndex() {
-        return index;
-    }
-
-    public void setIndex(String index) {
-        this.index = index;
-    }
-
-    public String getIndexType() {
-        return indexType;
-    }
-
-    public void setIndexType(String indexType) {
-        this.indexType = indexType;
-    }
-
-    public ScholixResource getDatasetByDOI(final String doi) {
-        try (CloseableHttpClient client = HttpClients.createDefault()) {
-            HttpGet httpGet =
-                    new HttpGet(
-                            String.format(
-                                    "http://%s:9200/%s/%s/%s",
-                                    host, index, indexType, doi.replaceAll("/", "%2F")));
-            CloseableHttpResponse response = client.execute(httpGet);
-            final String json = IOUtils.toString(response.getEntity().getContent());
-            return d2s.generateDataciteScholixResource(json);
-        } catch (Throwable e) {
-            return null;
-        }
+    d2s = new Datacite2Scholix(null);
+    d2s.setRootPath("$._source.attributes");
+  }
+
+  public Iterable<String> getDatasetsFromTs(final Long timestamp) {
+    return () -> {
+      try {
+        return new DataciteClientIterator(host, index, timestamp);
+      } catch (IOException e) {
+        throw new RuntimeException(e);
+      }
+    };
+  }
+
+  public String getHost() {
+    return host;
+  }
+
+  public void setHost(String host) {
+    this.host = host;
+  }
+
+  public String getIndex() {
+    return index;
+  }
+
+  public void setIndex(String index) {
+    this.index = index;
+  }
+
+  public String getIndexType() {
+    return indexType;
+  }
+
+  public void setIndexType(String indexType) {
+    this.indexType = indexType;
+  }
+
+  public ScholixResource getDatasetByDOI(final String doi) {
+    try (CloseableHttpClient client = HttpClients.createDefault()) {
+      HttpGet httpGet =
+          new HttpGet(
+              String.format(
+                  "http://%s:9200/%s/%s/%s", host, index, indexType, doi.replaceAll("/", "%2F")));
+      CloseableHttpResponse response = client.execute(httpGet);
+      final String json = IOUtils.toString(response.getEntity().getContent());
+      return d2s.generateDataciteScholixResource(json);
+    } catch (Throwable e) {
+      return null;
     }
+  }
 }
diff --git a/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/update/DataciteClientIterator.java b/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/update/DataciteClientIterator.java
index 94937d7d3b..fa9dc5646f 100644
--- a/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/update/DataciteClientIterator.java
+++ b/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/update/DataciteClientIterator.java
@@ -16,102 +16,101 @@ import org.apache.http.impl.client.HttpClients;
 
 public class DataciteClientIterator implements Iterator<String> {
 
-    static final String blobPath = "$.hits.hits[*]._source";
-    static final String scrollIdPath = "$._scroll_id";
+  static final String blobPath = "$.hits.hits[*]._source";
+  static final String scrollIdPath = "$._scroll_id";
 
-    String scrollId;
+  String scrollId;
 
-    List<String> buffer;
+  List<String> buffer;
 
-    final String esHost;
-    final String esIndex;
-    final ObjectMapper mapper = new ObjectMapper();
+  final String esHost;
+  final String esIndex;
+  final ObjectMapper mapper = new ObjectMapper();
 
-    public DataciteClientIterator(final String esHost, final String esIndex, long timestamp)
-            throws IOException {
+  public DataciteClientIterator(final String esHost, final String esIndex, long timestamp)
+      throws IOException {
 
-        this.esHost = esHost;
-        this.esIndex = esIndex;
-        // THIS FIX IS NECESSARY to avoid different timezone
-        timestamp -= (60 * 60 * 2);
-        final String body =
-                getResponse(
-                        String.format("http://%s:9200/%s/_search?scroll=1m", esHost, esIndex),
-                        String.format(
-                                "{\"size\":1000, \"query\":{\"range\":{\"timestamp\":{\"gte\":%d}}}}",
-                                timestamp));
-        scrollId = getJPathString(scrollIdPath, body);
+    this.esHost = esHost;
+    this.esIndex = esIndex;
+    // THIS FIX IS NECESSARY to avoid different timezone
+    timestamp -= (60 * 60 * 2);
+    final String body =
+        getResponse(
+            String.format("http://%s:9200/%s/_search?scroll=1m", esHost, esIndex),
+            String.format(
+                "{\"size\":1000, \"query\":{\"range\":{\"timestamp\":{\"gte\":%d}}}}", timestamp));
+    scrollId = getJPathString(scrollIdPath, body);
+    buffer = getBlobs(body);
+  }
+
+  public String getResponse(final String url, final String json) {
+    CloseableHttpClient client = HttpClients.createDefault();
+    try {
+
+      HttpPost httpPost = new HttpPost(url);
+      if (json != null) {
+        StringEntity entity = new StringEntity(json);
+        httpPost.setEntity(entity);
+        httpPost.setHeader("Accept", "application/json");
+        httpPost.setHeader("Content-type", "application/json");
+      }
+      CloseableHttpResponse response = client.execute(httpPost);
+
+      return IOUtils.toString(response.getEntity().getContent());
+    } catch (Throwable e) {
+      throw new RuntimeException("Error on executing request ", e);
+    } finally {
+      try {
+        client.close();
+      } catch (IOException e) {
+        throw new RuntimeException("Unable to close client ", e);
+      }
+    }
+  }
+
+  private String getJPathString(final String jsonPath, final String json) {
+    try {
+      Object o = JsonPath.read(json, jsonPath);
+      if (o instanceof String) return (String) o;
+      return null;
+    } catch (Exception e) {
+      return "";
+    }
+  }
+
+  private List<String> getBlobs(final String body) {
+    JSONArray array = JsonPath.read(body, blobPath);
+    return array.stream()
+        .map(
+            o -> {
+              try {
+                return mapper.writeValueAsString(o);
+              } catch (Throwable e) {
+                throw new RuntimeException(e);
+              }
+            })
+        .collect(Collectors.toList());
+  }
+
+  @Override
+  public boolean hasNext() {
+    return (buffer != null && !buffer.isEmpty());
+  }
+
+  @Override
+  public String next() {
+    final String nextItem = buffer.remove(0);
+    if (buffer.isEmpty()) {
+      final String json_param =
+          String.format("{\"scroll_id\":\"%s\",\"scroll\" : \"1m\"}", scrollId);
+      final String body =
+          getResponse(String.format("http://%s:9200/_search/scroll", esHost), json_param);
+      try {
         buffer = getBlobs(body);
+      } catch (Throwable e) {
+        System.out.println(body);
+      }
     }
-
-    public String getResponse(final String url, final String json) {
-        CloseableHttpClient client = HttpClients.createDefault();
-        try {
-
-            HttpPost httpPost = new HttpPost(url);
-            if (json != null) {
-                StringEntity entity = new StringEntity(json);
-                httpPost.setEntity(entity);
-                httpPost.setHeader("Accept", "application/json");
-                httpPost.setHeader("Content-type", "application/json");
-            }
-            CloseableHttpResponse response = client.execute(httpPost);
-
-            return IOUtils.toString(response.getEntity().getContent());
-        } catch (Throwable e) {
-            throw new RuntimeException("Error on executing request ", e);
-        } finally {
-            try {
-                client.close();
-            } catch (IOException e) {
-                throw new RuntimeException("Unable to close client ", e);
-            }
-        }
-    }
-
-    private String getJPathString(final String jsonPath, final String json) {
-        try {
-            Object o = JsonPath.read(json, jsonPath);
-            if (o instanceof String) return (String) o;
-            return null;
-        } catch (Exception e) {
-            return "";
-        }
-    }
-
-    private List<String> getBlobs(final String body) {
-        JSONArray array = JsonPath.read(body, blobPath);
-        return array.stream()
-                .map(
-                        o -> {
-                            try {
-                                return mapper.writeValueAsString(o);
-                            } catch (Throwable e) {
-                                throw new RuntimeException(e);
-                            }
-                        })
-                .collect(Collectors.toList());
-    }
-
-    @Override
-    public boolean hasNext() {
-        return (buffer != null && !buffer.isEmpty());
-    }
-
-    @Override
-    public String next() {
-        final String nextItem = buffer.remove(0);
-        if (buffer.isEmpty()) {
-            final String json_param =
-                    String.format("{\"scroll_id\":\"%s\",\"scroll\" : \"1m\"}", scrollId);
-            final String body =
-                    getResponse(String.format("http://%s:9200/_search/scroll", esHost), json_param);
-            try {
-                buffer = getBlobs(body);
-            } catch (Throwable e) {
-                System.out.println(body);
-            }
-        }
-        return nextItem;
-    }
+    return nextItem;
+  }
 }
diff --git a/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/update/RetrieveUpdateFromDatacite.java b/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/update/RetrieveUpdateFromDatacite.java
index c8f60827c2..15c396b10a 100644
--- a/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/update/RetrieveUpdateFromDatacite.java
+++ b/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/update/RetrieveUpdateFromDatacite.java
@@ -16,52 +16,52 @@ import org.apache.hadoop.io.Text;
 
 public class RetrieveUpdateFromDatacite {
 
-    public static void main(String[] args) throws Exception {
-        final ArgumentApplicationParser parser =
-                new ArgumentApplicationParser(
-                        IOUtils.toString(
-                                RetrieveUpdateFromDatacite.class.getResourceAsStream(
-                                        "/eu/dnetlib/dhp/provision/input_retrieve_update_parameters.json")));
-        parser.parseArgument(args);
-        final String hdfsuri = parser.get("namenode");
-        Path hdfswritepath = new Path(parser.get("targetPath"));
-        final long timestamp = Long.parseLong(parser.get("timestamp"));
-        final String host = parser.get("indexHost");
-        final String index = parser.get("indexName");
+  public static void main(String[] args) throws Exception {
+    final ArgumentApplicationParser parser =
+        new ArgumentApplicationParser(
+            IOUtils.toString(
+                RetrieveUpdateFromDatacite.class.getResourceAsStream(
+                    "/eu/dnetlib/dhp/provision/input_retrieve_update_parameters.json")));
+    parser.parseArgument(args);
+    final String hdfsuri = parser.get("namenode");
+    Path hdfswritepath = new Path(parser.get("targetPath"));
+    final long timestamp = Long.parseLong(parser.get("timestamp"));
+    final String host = parser.get("indexHost");
+    final String index = parser.get("indexName");
 
-        // ====== Init HDFS File System Object
-        Configuration conf = new Configuration();
-        // Set FileSystem URI
-        conf.set("fs.defaultFS", hdfsuri);
-        // Because of Maven
-        conf.set("fs.hdfs.impl", org.apache.hadoop.hdfs.DistributedFileSystem.class.getName());
-        conf.set("fs.file.impl", org.apache.hadoop.fs.LocalFileSystem.class.getName());
+    // ====== Init HDFS File System Object
+    Configuration conf = new Configuration();
+    // Set FileSystem URI
+    conf.set("fs.defaultFS", hdfsuri);
+    // Because of Maven
+    conf.set("fs.hdfs.impl", org.apache.hadoop.hdfs.DistributedFileSystem.class.getName());
+    conf.set("fs.file.impl", org.apache.hadoop.fs.LocalFileSystem.class.getName());
 
-        FileSystem.get(URI.create(hdfsuri), conf);
-        final Datacite2Scholix d2s = new Datacite2Scholix(RelationMapper.load());
-        final ObjectMapper mapper = new ObjectMapper();
-        try (SequenceFile.Writer writer =
-                SequenceFile.createWriter(
-                        conf,
-                        SequenceFile.Writer.file(hdfswritepath),
-                        SequenceFile.Writer.keyClass(IntWritable.class),
-                        SequenceFile.Writer.valueClass(Text.class))) {
-            final Text value = new Text();
-            final IntWritable key = new IntWritable();
-            int i = 0;
-            for (String dataset : new DataciteClient(host).getDatasetsFromTs(timestamp)) {
-                i++;
-                List<Scholix> scholix = d2s.generateScholixFromJson(dataset);
-                if (scholix != null)
-                    for (Scholix s : scholix) {
-                        key.set(i);
-                        value.set(mapper.writeValueAsString(s));
-                        writer.append(key, value);
-                        if (i % 10000 == 0) {
-                            System.out.println("wrote " + i);
-                        }
-                    }
+    FileSystem.get(URI.create(hdfsuri), conf);
+    final Datacite2Scholix d2s = new Datacite2Scholix(RelationMapper.load());
+    final ObjectMapper mapper = new ObjectMapper();
+    try (SequenceFile.Writer writer =
+        SequenceFile.createWriter(
+            conf,
+            SequenceFile.Writer.file(hdfswritepath),
+            SequenceFile.Writer.keyClass(IntWritable.class),
+            SequenceFile.Writer.valueClass(Text.class))) {
+      final Text value = new Text();
+      final IntWritable key = new IntWritable();
+      int i = 0;
+      for (String dataset : new DataciteClient(host).getDatasetsFromTs(timestamp)) {
+        i++;
+        List<Scholix> scholix = d2s.generateScholixFromJson(dataset);
+        if (scholix != null)
+          for (Scholix s : scholix) {
+            key.set(i);
+            value.set(mapper.writeValueAsString(s));
+            writer.append(key, value);
+            if (i % 10000 == 0) {
+              System.out.println("wrote " + i);
             }
-        }
+          }
+      }
     }
+  }
 }
diff --git a/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/update/SparkResolveScholixTarget.java b/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/update/SparkResolveScholixTarget.java
index d6f6dfeac0..09a5c7c3d0 100644
--- a/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/update/SparkResolveScholixTarget.java
+++ b/dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/provision/update/SparkResolveScholixTarget.java
@@ -24,166 +24,146 @@ import scala.Tuple2;
 
 public class SparkResolveScholixTarget {
 
-    public static void main(String[] args) throws Exception {
-        final ArgumentApplicationParser parser =
-                new ArgumentApplicationParser(
-                        IOUtils.toString(
-                                SparkResolveScholixTarget.class.getResourceAsStream(
-                                        "/eu/dnetlib/dhp/provision/input_resolve_scholix_parameters.json")));
-        parser.parseArgument(args);
+  public static void main(String[] args) throws Exception {
+    final ArgumentApplicationParser parser =
+        new ArgumentApplicationParser(
+            IOUtils.toString(
+                SparkResolveScholixTarget.class.getResourceAsStream(
+                    "/eu/dnetlib/dhp/provision/input_resolve_scholix_parameters.json")));
+    parser.parseArgument(args);
 
-        final SparkConf conf = new SparkConf();
+    final SparkConf conf = new SparkConf();
 
-        final String master = parser.get("master");
-        final String sourcePath = parser.get("sourcePath");
-        final String workingDirPath = parser.get("workingDirPath");
-        final String indexHost = parser.get("indexHost");
-        try (SparkSession spark = getSession(conf, master)) {
+    final String master = parser.get("master");
+    final String sourcePath = parser.get("sourcePath");
+    final String workingDirPath = parser.get("workingDirPath");
+    final String indexHost = parser.get("indexHost");
+    try (SparkSession spark = getSession(conf, master)) {
 
-            final JavaSparkContext sc = new JavaSparkContext(spark.sparkContext());
+      final JavaSparkContext sc = new JavaSparkContext(spark.sparkContext());
 
-            spark.createDataset(
-                            sc.sequenceFile(sourcePath, IntWritable.class, Text.class)
-                                    .map(Tuple2::_2)
-                                    .map(
-                                            s ->
-                                                    new ObjectMapper()
-                                                            .readValue(s.toString(), Scholix.class))
-                                    .rdd(),
-                            Encoders.bean(Scholix.class))
-                    .write()
-                    .save(workingDirPath + "/stepA");
+      spark
+          .createDataset(
+              sc.sequenceFile(sourcePath, IntWritable.class, Text.class)
+                  .map(Tuple2::_2)
+                  .map(s -> new ObjectMapper().readValue(s.toString(), Scholix.class))
+                  .rdd(),
+              Encoders.bean(Scholix.class))
+          .write()
+          .save(workingDirPath + "/stepA");
 
-            Dataset<Scholix> s1 =
-                    spark.read().load(workingDirPath + "/stepA").as(Encoders.bean(Scholix.class));
+      Dataset<Scholix> s1 =
+          spark.read().load(workingDirPath + "/stepA").as(Encoders.bean(Scholix.class));
 
-            s1.where(s1.col("target.dnetIdentifier").isNull())
-                    .select(s1.col("target.identifier"))
-                    .distinct()
-                    .map(
-                            (MapFunction<Row, ScholixResource>)
-                                    f -> {
-                                        final String pid = ((Row) f.getList(0).get(0)).getString(0);
-                                        ScholixResource publication =
-                                                new CrossrefClient(indexHost).getResourceByDOI(pid);
-                                        if (publication != null) {
-                                            return publication;
-                                        }
-                                        ScholixResource dataset =
-                                                new DataciteClient(indexHost).getDatasetByDOI(pid);
-                                        if (dataset != null) {
-                                            return dataset;
-                                        }
-                                        ScholixResource r = new ScholixResource();
-                                        r.setIdentifier(
-                                                Collections.singletonList(
-                                                        new ScholixIdentifier(pid, "doi")));
-                                        r.setObjectType("unknown");
-                                        r.setDnetIdentifier(
-                                                "70|"
-                                                        + DHPUtils.md5(
-                                                                String.format(
-                                                                        "%s::doi",
-                                                                        pid.toLowerCase().trim())));
+      s1.where(s1.col("target.dnetIdentifier").isNull())
+          .select(s1.col("target.identifier"))
+          .distinct()
+          .map(
+              (MapFunction<Row, ScholixResource>)
+                  f -> {
+                    final String pid = ((Row) f.getList(0).get(0)).getString(0);
+                    ScholixResource publication =
+                        new CrossrefClient(indexHost).getResourceByDOI(pid);
+                    if (publication != null) {
+                      return publication;
+                    }
+                    ScholixResource dataset = new DataciteClient(indexHost).getDatasetByDOI(pid);
+                    if (dataset != null) {
+                      return dataset;
+                    }
+                    ScholixResource r = new ScholixResource();
+                    r.setIdentifier(Collections.singletonList(new ScholixIdentifier(pid, "doi")));
+                    r.setObjectType("unknown");
+                    r.setDnetIdentifier(
+                        "70|" + DHPUtils.md5(String.format("%s::doi", pid.toLowerCase().trim())));
 
-                                        return r;
-                                    },
-                            Encoders.bean(ScholixResource.class))
-                    .write()
-                    .mode(SaveMode.Overwrite)
-                    .save(workingDirPath + "/stepB");
+                    return r;
+                  },
+              Encoders.bean(ScholixResource.class))
+          .write()
+          .mode(SaveMode.Overwrite)
+          .save(workingDirPath + "/stepB");
 
-            Dataset<ScholixResource> s2 =
-                    spark.read()
-                            .load(workingDirPath + "/stepB")
-                            .as(Encoders.bean(ScholixResource.class));
+      Dataset<ScholixResource> s2 =
+          spark.read().load(workingDirPath + "/stepB").as(Encoders.bean(ScholixResource.class));
 
-            s1.joinWith(
-                            s2,
-                            s1.col("target.identifier.identifier")
-                                    .equalTo(s2.col("identifier.identifier")),
-                            "left")
-                    .flatMap(
-                            (FlatMapFunction<Tuple2<Scholix, ScholixResource>, Scholix>)
-                                    f -> {
-                                        final List<Scholix> res = new ArrayList<>();
-                                        final Scholix s = f._1();
-                                        final ScholixResource target = f._2();
-                                        if (StringUtils.isNotBlank(s.getIdentifier())) res.add(s);
-                                        else if (target == null) {
-                                            ScholixResource currentTarget = s.getTarget();
-                                            currentTarget.setObjectType("unknown");
-                                            currentTarget.setDnetIdentifier(
-                                                    Datacite2Scholix.generateId(
-                                                            currentTarget
-                                                                    .getIdentifier()
-                                                                    .get(0)
-                                                                    .getIdentifier(),
-                                                            currentTarget
-                                                                    .getIdentifier()
-                                                                    .get(0)
-                                                                    .getSchema(),
-                                                            currentTarget.getObjectType()));
+      s1.joinWith(
+              s2,
+              s1.col("target.identifier.identifier").equalTo(s2.col("identifier.identifier")),
+              "left")
+          .flatMap(
+              (FlatMapFunction<Tuple2<Scholix, ScholixResource>, Scholix>)
+                  f -> {
+                    final List<Scholix> res = new ArrayList<>();
+                    final Scholix s = f._1();
+                    final ScholixResource target = f._2();
+                    if (StringUtils.isNotBlank(s.getIdentifier())) res.add(s);
+                    else if (target == null) {
+                      ScholixResource currentTarget = s.getTarget();
+                      currentTarget.setObjectType("unknown");
+                      currentTarget.setDnetIdentifier(
+                          Datacite2Scholix.generateId(
+                              currentTarget.getIdentifier().get(0).getIdentifier(),
+                              currentTarget.getIdentifier().get(0).getSchema(),
+                              currentTarget.getObjectType()));
 
-                                            s.generateIdentifier();
-                                            res.add(s);
-                                            final Scholix inverse = new Scholix();
-                                            inverse.setTarget(s.getSource());
-                                            inverse.setSource(s.getTarget());
-                                            inverse.setLinkprovider(s.getLinkprovider());
-                                            inverse.setPublicationDate(s.getPublicationDate());
-                                            inverse.setPublisher(s.getPublisher());
-                                            inverse.setRelationship(
-                                                    new ScholixRelationship(
-                                                            s.getRelationship().getInverse(),
-                                                            s.getRelationship().getSchema(),
-                                                            s.getRelationship().getName()));
-                                            inverse.generateIdentifier();
-                                            res.add(inverse);
+                      s.generateIdentifier();
+                      res.add(s);
+                      final Scholix inverse = new Scholix();
+                      inverse.setTarget(s.getSource());
+                      inverse.setSource(s.getTarget());
+                      inverse.setLinkprovider(s.getLinkprovider());
+                      inverse.setPublicationDate(s.getPublicationDate());
+                      inverse.setPublisher(s.getPublisher());
+                      inverse.setRelationship(
+                          new ScholixRelationship(
+                              s.getRelationship().getInverse(),
+                              s.getRelationship().getSchema(),
+                              s.getRelationship().getName()));
+                      inverse.generateIdentifier();
+                      res.add(inverse);
 
-                                        } else {
-                                            target.setIdentifier(
-                                                    target.getIdentifier().stream()
-                                                            .map(
-                                                                    d ->
-                                                                            new ScholixIdentifier(
-                                                                                    d.getIdentifier()
-                                                                                            .toLowerCase(),
-                                                                                    d.getSchema()
-                                                                                            .toLowerCase()))
-                                                            .collect(Collectors.toList()));
-                                            s.setTarget(target);
-                                            s.generateIdentifier();
-                                            res.add(s);
-                                            final Scholix inverse = new Scholix();
-                                            inverse.setTarget(s.getSource());
-                                            inverse.setSource(s.getTarget());
-                                            inverse.setLinkprovider(s.getLinkprovider());
-                                            inverse.setPublicationDate(s.getPublicationDate());
-                                            inverse.setPublisher(s.getPublisher());
-                                            inverse.setRelationship(
-                                                    new ScholixRelationship(
-                                                            s.getRelationship().getInverse(),
-                                                            s.getRelationship().getSchema(),
-                                                            s.getRelationship().getName()));
-                                            inverse.generateIdentifier();
-                                            res.add(inverse);
-                                        }
+                    } else {
+                      target.setIdentifier(
+                          target.getIdentifier().stream()
+                              .map(
+                                  d ->
+                                      new ScholixIdentifier(
+                                          d.getIdentifier().toLowerCase(),
+                                          d.getSchema().toLowerCase()))
+                              .collect(Collectors.toList()));
+                      s.setTarget(target);
+                      s.generateIdentifier();
+                      res.add(s);
+                      final Scholix inverse = new Scholix();
+                      inverse.setTarget(s.getSource());
+                      inverse.setSource(s.getTarget());
+                      inverse.setLinkprovider(s.getLinkprovider());
+                      inverse.setPublicationDate(s.getPublicationDate());
+                      inverse.setPublisher(s.getPublisher());
+                      inverse.setRelationship(
+                          new ScholixRelationship(
+                              s.getRelationship().getInverse(),
+                              s.getRelationship().getSchema(),
+                              s.getRelationship().getName()));
+                      inverse.generateIdentifier();
+                      res.add(inverse);
+                    }
 
-                                        return res.iterator();
-                                    },
-                            Encoders.bean(Scholix.class))
-                    .javaRDD()
-                    .map(s -> new ObjectMapper().writeValueAsString(s))
-                    .saveAsTextFile(workingDirPath + "/resolved_json");
-        }
+                    return res.iterator();
+                  },
+              Encoders.bean(Scholix.class))
+          .javaRDD()
+          .map(s -> new ObjectMapper().writeValueAsString(s))
+          .saveAsTextFile(workingDirPath + "/resolved_json");
     }
+  }
 
-    private static SparkSession getSession(SparkConf conf, String master) {
-        return SparkSession.builder()
-                .config(conf)
-                .appName(SparkResolveScholixTarget.class.getSimpleName())
-                .master(master)
-                .getOrCreate();
-    }
+  private static SparkSession getSession(SparkConf conf, String master) {
+    return SparkSession.builder()
+        .config(conf)
+        .appName(SparkResolveScholixTarget.class.getSimpleName())
+        .master(master)
+        .getOrCreate();
+  }
 }
diff --git a/dhp-workflows/dhp-graph-provision-scholexplorer/src/test/java/eu/dnetlib/dhp/provision/DataciteClientTest.java b/dhp-workflows/dhp-graph-provision-scholexplorer/src/test/java/eu/dnetlib/dhp/provision/DataciteClientTest.java
index cd86702beb..7dba9c95ec 100644
--- a/dhp-workflows/dhp-graph-provision-scholexplorer/src/test/java/eu/dnetlib/dhp/provision/DataciteClientTest.java
+++ b/dhp-workflows/dhp-graph-provision-scholexplorer/src/test/java/eu/dnetlib/dhp/provision/DataciteClientTest.java
@@ -11,37 +11,36 @@ import org.junit.jupiter.api.Assertions;
 import org.junit.jupiter.api.Test;
 
 public class DataciteClientTest {
-    @Test
-    public void dataciteSCholixTest() throws Exception {
-        final String json = IOUtils.toString(getClass().getResourceAsStream("datacite.json"));
-        final RelationMapper mapper = RelationMapper.load();
+  @Test
+  public void dataciteSCholixTest() throws Exception {
+    final String json = IOUtils.toString(getClass().getResourceAsStream("datacite.json"));
+    final RelationMapper mapper = RelationMapper.load();
 
-        Datacite2Scholix ds = new Datacite2Scholix(mapper);
-        final List<Scholix> s = ds.generateScholixFromJson(json);
-        System.out.println(new ObjectMapper().writeValueAsString(s));
-    }
+    Datacite2Scholix ds = new Datacite2Scholix(mapper);
+    final List<Scholix> s = ds.generateScholixFromJson(json);
+    System.out.println(new ObjectMapper().writeValueAsString(s));
+  }
 
-    //    public void  testS() throws Exception {
-    //        RetrieveUpdateFromDatacite.main(new String[]{
-    //                "-n", "file:///data/new_s2.txt",
-    //                "-t", "/data/new_s2.txt",
-    //                "-ts", "1586974078",
-    //                "-ih", "ip-90-147-167-25.ct1.garrservices.it",
-    //                "-in", "datacite",
-    //        });
-    //
-    //    }
+  // public void testS() throws Exception {
+  // RetrieveUpdateFromDatacite.main(new String[]{
+  // "-n", "file:///data/new_s2.txt",
+  // "-t", "/data/new_s2.txt",
+  // "-ts", "1586974078",
+  // "-ih", "ip-90-147-167-25.ct1.garrservices.it",
+  // "-in", "datacite",
+  // });
+  //
+  // }
 
-    public void testResolveDataset() throws Exception {
-        DataciteClient dc = new DataciteClient("ip-90-147-167-25.ct1.garrservices.it");
-        ScholixResource datasetByDOI = dc.getDatasetByDOI("10.17182/hepdata.15392.v1/t5");
-        Assertions.assertNotNull(datasetByDOI);
-        System.out.println(new ObjectMapper().writeValueAsString(datasetByDOI));
+  public void testResolveDataset() throws Exception {
+    DataciteClient dc = new DataciteClient("ip-90-147-167-25.ct1.garrservices.it");
+    ScholixResource datasetByDOI = dc.getDatasetByDOI("10.17182/hepdata.15392.v1/t5");
+    Assertions.assertNotNull(datasetByDOI);
+    System.out.println(new ObjectMapper().writeValueAsString(datasetByDOI));
 
-        CrossrefClient cr = new CrossrefClient("ip-90-147-167-25.ct1.garrservices.it");
-        ScholixResource crossrefByDOI =
-                cr.getResourceByDOI("10.26850/1678-4618eqj.v35.1.2010.p41-46");
-        Assertions.assertNotNull(crossrefByDOI);
-        System.out.println(new ObjectMapper().writeValueAsString(crossrefByDOI));
-    }
+    CrossrefClient cr = new CrossrefClient("ip-90-147-167-25.ct1.garrservices.it");
+    ScholixResource crossrefByDOI = cr.getResourceByDOI("10.26850/1678-4618eqj.v35.1.2010.p41-46");
+    Assertions.assertNotNull(crossrefByDOI);
+    System.out.println(new ObjectMapper().writeValueAsString(crossrefByDOI));
+  }
 }
diff --git a/dhp-workflows/dhp-graph-provision-scholexplorer/src/test/java/eu/dnetlib/dhp/provision/ExtractInfoTest.java b/dhp-workflows/dhp-graph-provision-scholexplorer/src/test/java/eu/dnetlib/dhp/provision/ExtractInfoTest.java
index b85dd17099..cc6e999ae7 100644
--- a/dhp-workflows/dhp-graph-provision-scholexplorer/src/test/java/eu/dnetlib/dhp/provision/ExtractInfoTest.java
+++ b/dhp-workflows/dhp-graph-provision-scholexplorer/src/test/java/eu/dnetlib/dhp/provision/ExtractInfoTest.java
@@ -7,22 +7,21 @@ import org.apache.commons.io.IOUtils;
 import org.junit.jupiter.api.Test;
 
 public class ExtractInfoTest {
-    @Test
-    public void testSerialization() throws Exception {
+  @Test
+  public void testSerialization() throws Exception {
 
-        ScholixSummary summary = new ScholixSummary();
-        summary.setDescription("descrizione");
-        ObjectMapper mapper = new ObjectMapper();
-        String json = mapper.writeValueAsString(summary);
-        System.out.println(json);
-        System.out.println(mapper.readValue(json, ScholixSummary.class).getDescription());
-    }
+    ScholixSummary summary = new ScholixSummary();
+    summary.setDescription("descrizione");
+    ObjectMapper mapper = new ObjectMapper();
+    String json = mapper.writeValueAsString(summary);
+    System.out.println(json);
+    System.out.println(mapper.readValue(json, ScholixSummary.class).getDescription());
+  }
 
-    @Test
-    public void testScholix() throws Exception {
-        final String jsonSummary = IOUtils.toString(getClass().getResourceAsStream("summary.json"));
-        final String jsonRelation =
-                IOUtils.toString(getClass().getResourceAsStream("relation.json"));
-        Scholix.generateScholixWithSource(jsonSummary, jsonRelation);
-    }
+  @Test
+  public void testScholix() throws Exception {
+    final String jsonSummary = IOUtils.toString(getClass().getResourceAsStream("summary.json"));
+    final String jsonRelation = IOUtils.toString(getClass().getResourceAsStream("relation.json"));
+    Scholix.generateScholixWithSource(jsonSummary, jsonRelation);
+  }
 }
diff --git a/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/AdjacencyListBuilderJob.java b/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/AdjacencyListBuilderJob.java
index 27f99433c6..07b11010b5 100644
--- a/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/AdjacencyListBuilderJob.java
+++ b/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/AdjacencyListBuilderJob.java
@@ -47,76 +47,77 @@ import org.slf4j.LoggerFactory;
  */
 public class AdjacencyListBuilderJob {
 
-    private static final Logger log = LoggerFactory.getLogger(AdjacencyListBuilderJob.class);
+  private static final Logger log = LoggerFactory.getLogger(AdjacencyListBuilderJob.class);
 
-    public static final int MAX_LINKS = 100;
+  public static final int MAX_LINKS = 100;
 
-    public static void main(String[] args) throws Exception {
+  public static void main(String[] args) throws Exception {
 
-        final ArgumentApplicationParser parser =
-                new ArgumentApplicationParser(
-                        IOUtils.toString(
-                                AdjacencyListBuilderJob.class.getResourceAsStream(
-                                        "/eu/dnetlib/dhp/oa/provision/input_params_build_adjacency_lists.json")));
-        parser.parseArgument(args);
+    final ArgumentApplicationParser parser =
+        new ArgumentApplicationParser(
+            IOUtils.toString(
+                AdjacencyListBuilderJob.class.getResourceAsStream(
+                    "/eu/dnetlib/dhp/oa/provision/input_params_build_adjacency_lists.json")));
+    parser.parseArgument(args);
 
-        Boolean isSparkSessionManaged =
-                Optional.ofNullable(parser.get("isSparkSessionManaged"))
-                        .map(Boolean::valueOf)
-                        .orElse(Boolean.TRUE);
-        log.info("isSparkSessionManaged: {}", isSparkSessionManaged);
+    Boolean isSparkSessionManaged =
+        Optional.ofNullable(parser.get("isSparkSessionManaged"))
+            .map(Boolean::valueOf)
+            .orElse(Boolean.TRUE);
+    log.info("isSparkSessionManaged: {}", isSparkSessionManaged);
 
-        String inputPath = parser.get("inputPath");
-        log.info("inputPath: {}", inputPath);
+    String inputPath = parser.get("inputPath");
+    log.info("inputPath: {}", inputPath);
 
-        String outputPath = parser.get("outputPath");
-        log.info("outputPath: {}", outputPath);
+    String outputPath = parser.get("outputPath");
+    log.info("outputPath: {}", outputPath);
 
-        SparkConf conf = new SparkConf();
-        conf.set("spark.serializer", "org.apache.spark.serializer.KryoSerializer");
-        conf.registerKryoClasses(ModelSupport.getOafModelClasses());
+    SparkConf conf = new SparkConf();
+    conf.set("spark.serializer", "org.apache.spark.serializer.KryoSerializer");
+    conf.registerKryoClasses(ModelSupport.getOafModelClasses());
 
-        runWithSparkSession(
-                conf,
-                isSparkSessionManaged,
-                spark -> {
-                    removeOutputDir(spark, outputPath);
-                    createAdjacencyLists(spark, inputPath, outputPath);
-                });
-    }
+    runWithSparkSession(
+        conf,
+        isSparkSessionManaged,
+        spark -> {
+          removeOutputDir(spark, outputPath);
+          createAdjacencyLists(spark, inputPath, outputPath);
+        });
+  }
 
-    private static void createAdjacencyLists(
-            SparkSession spark, String inputPath, String outputPath) {
+  private static void createAdjacencyLists(
+      SparkSession spark, String inputPath, String outputPath) {
 
-        log.info("Reading joined entities from: {}", inputPath);
-        spark.read()
-                .load(inputPath)
-                .as(Encoders.bean(EntityRelEntity.class))
-                .groupByKey(
-                        (MapFunction<EntityRelEntity, String>) value -> value.getEntity().getId(),
-                        Encoders.STRING())
-                .mapGroups(
-                        (MapGroupsFunction<String, EntityRelEntity, JoinedEntity>)
-                                (key, values) -> {
-                                    JoinedEntity j = new JoinedEntity();
-                                    List<Tuple2> links = new ArrayList<>();
-                                    while (values.hasNext() && links.size() < MAX_LINKS) {
-                                        EntityRelEntity curr = values.next();
-                                        if (j.getEntity() == null) {
-                                            j.setEntity(curr.getEntity());
-                                        }
-                                        links.add(new Tuple2(curr.getRelation(), curr.getTarget()));
-                                    }
-                                    j.setLinks(links);
-                                    return j;
-                                },
-                        Encoders.bean(JoinedEntity.class))
-                .write()
-                .mode(SaveMode.Overwrite)
-                .parquet(outputPath);
-    }
+    log.info("Reading joined entities from: {}", inputPath);
+    spark
+        .read()
+        .load(inputPath)
+        .as(Encoders.bean(EntityRelEntity.class))
+        .groupByKey(
+            (MapFunction<EntityRelEntity, String>) value -> value.getEntity().getId(),
+            Encoders.STRING())
+        .mapGroups(
+            (MapGroupsFunction<String, EntityRelEntity, JoinedEntity>)
+                (key, values) -> {
+                  JoinedEntity j = new JoinedEntity();
+                  List<Tuple2> links = new ArrayList<>();
+                  while (values.hasNext() && links.size() < MAX_LINKS) {
+                    EntityRelEntity curr = values.next();
+                    if (j.getEntity() == null) {
+                      j.setEntity(curr.getEntity());
+                    }
+                    links.add(new Tuple2(curr.getRelation(), curr.getTarget()));
+                  }
+                  j.setLinks(links);
+                  return j;
+                },
+            Encoders.bean(JoinedEntity.class))
+        .write()
+        .mode(SaveMode.Overwrite)
+        .parquet(outputPath);
+  }
 
-    private static void removeOutputDir(SparkSession spark, String path) {
-        HdfsSupport.remove(path, spark.sparkContext().hadoopConfiguration());
-    }
+  private static void removeOutputDir(SparkSession spark, String path) {
+    HdfsSupport.remove(path, spark.sparkContext().hadoopConfiguration());
+  }
 }
diff --git a/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/CreateRelatedEntitiesJob_phase1.java b/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/CreateRelatedEntitiesJob_phase1.java
index df5b8779ae..a9c97155c5 100644
--- a/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/CreateRelatedEntitiesJob_phase1.java
+++ b/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/CreateRelatedEntitiesJob_phase1.java
@@ -53,204 +53,196 @@ import scala.Tuple2;
  */
 public class CreateRelatedEntitiesJob_phase1 {
 
-    private static final Logger log =
-            LoggerFactory.getLogger(CreateRelatedEntitiesJob_phase1.class);
+  private static final Logger log = LoggerFactory.getLogger(CreateRelatedEntitiesJob_phase1.class);
 
-    private static final ObjectMapper OBJECT_MAPPER = new ObjectMapper();
+  private static final ObjectMapper OBJECT_MAPPER = new ObjectMapper();
 
-    public static void main(String[] args) throws Exception {
+  public static void main(String[] args) throws Exception {
 
-        String jsonConfiguration =
-                IOUtils.toString(
-                        PrepareRelationsJob.class.getResourceAsStream(
-                                "/eu/dnetlib/dhp/oa/provision/input_params_related_entities_pahase1.json"));
-        final ArgumentApplicationParser parser = new ArgumentApplicationParser(jsonConfiguration);
-        parser.parseArgument(args);
+    String jsonConfiguration =
+        IOUtils.toString(
+            PrepareRelationsJob.class.getResourceAsStream(
+                "/eu/dnetlib/dhp/oa/provision/input_params_related_entities_pahase1.json"));
+    final ArgumentApplicationParser parser = new ArgumentApplicationParser(jsonConfiguration);
+    parser.parseArgument(args);
 
-        Boolean isSparkSessionManaged =
-                Optional.ofNullable(parser.get("isSparkSessionManaged"))
-                        .map(Boolean::valueOf)
-                        .orElse(Boolean.TRUE);
-        log.info("isSparkSessionManaged: {}", isSparkSessionManaged);
+    Boolean isSparkSessionManaged =
+        Optional.ofNullable(parser.get("isSparkSessionManaged"))
+            .map(Boolean::valueOf)
+            .orElse(Boolean.TRUE);
+    log.info("isSparkSessionManaged: {}", isSparkSessionManaged);
 
-        String inputRelationsPath = parser.get("inputRelationsPath");
-        log.info("inputRelationsPath: {}", inputRelationsPath);
+    String inputRelationsPath = parser.get("inputRelationsPath");
+    log.info("inputRelationsPath: {}", inputRelationsPath);
 
-        String inputEntityPath = parser.get("inputEntityPath");
-        log.info("inputEntityPath: {}", inputEntityPath);
+    String inputEntityPath = parser.get("inputEntityPath");
+    log.info("inputEntityPath: {}", inputEntityPath);
 
-        String outputPath = parser.get("outputPath");
-        log.info("outputPath: {}", outputPath);
+    String outputPath = parser.get("outputPath");
+    log.info("outputPath: {}", outputPath);
 
-        String graphTableClassName = parser.get("graphTableClassName");
-        log.info("graphTableClassName: {}", graphTableClassName);
+    String graphTableClassName = parser.get("graphTableClassName");
+    log.info("graphTableClassName: {}", graphTableClassName);
 
-        Class<? extends OafEntity> entityClazz =
-                (Class<? extends OafEntity>) Class.forName(graphTableClassName);
+    Class<? extends OafEntity> entityClazz =
+        (Class<? extends OafEntity>) Class.forName(graphTableClassName);
 
-        SparkConf conf = new SparkConf();
-        conf.set("spark.serializer", "org.apache.spark.serializer.KryoSerializer");
-        conf.registerKryoClasses(ModelSupport.getOafModelClasses());
+    SparkConf conf = new SparkConf();
+    conf.set("spark.serializer", "org.apache.spark.serializer.KryoSerializer");
+    conf.registerKryoClasses(ModelSupport.getOafModelClasses());
 
-        runWithSparkSession(
-                conf,
-                isSparkSessionManaged,
-                spark -> {
-                    removeOutputDir(spark, outputPath);
-                    joinRelationEntity(
-                            spark, inputRelationsPath, inputEntityPath, entityClazz, outputPath);
-                });
-    }
+    runWithSparkSession(
+        conf,
+        isSparkSessionManaged,
+        spark -> {
+          removeOutputDir(spark, outputPath);
+          joinRelationEntity(spark, inputRelationsPath, inputEntityPath, entityClazz, outputPath);
+        });
+  }
 
-    private static <E extends OafEntity> void joinRelationEntity(
-            SparkSession spark,
-            String inputRelationsPath,
-            String inputEntityPath,
-            Class<E> clazz,
-            String outputPath) {
+  private static <E extends OafEntity> void joinRelationEntity(
+      SparkSession spark,
+      String inputRelationsPath,
+      String inputEntityPath,
+      Class<E> clazz,
+      String outputPath) {
 
-        Dataset<Tuple2<String, SortableRelation>> relsByTarget =
-                readPathRelation(spark, inputRelationsPath)
-                        .filter("dataInfo.deletedbyinference == false")
-                        .map(
-                                (MapFunction<SortableRelation, Tuple2<String, SortableRelation>>)
-                                        r -> new Tuple2<>(r.getTarget(), r),
-                                Encoders.tuple(
-                                        Encoders.STRING(), Encoders.kryo(SortableRelation.class)))
-                        .cache();
+    Dataset<Tuple2<String, SortableRelation>> relsByTarget =
+        readPathRelation(spark, inputRelationsPath)
+            .filter("dataInfo.deletedbyinference == false")
+            .map(
+                (MapFunction<SortableRelation, Tuple2<String, SortableRelation>>)
+                    r -> new Tuple2<>(r.getTarget(), r),
+                Encoders.tuple(Encoders.STRING(), Encoders.kryo(SortableRelation.class)))
+            .cache();
 
-        Dataset<Tuple2<String, RelatedEntity>> entities =
-                readPathEntity(spark, inputEntityPath, clazz)
-                        .filter("dataInfo.invisible == false")
-                        .map(
-                                (MapFunction<E, RelatedEntity>)
-                                        value -> asRelatedEntity(value, clazz),
-                                Encoders.bean(RelatedEntity.class))
-                        .map(
-                                (MapFunction<RelatedEntity, Tuple2<String, RelatedEntity>>)
-                                        e -> new Tuple2<>(e.getId(), e),
-                                Encoders.tuple(
-                                        Encoders.STRING(), Encoders.kryo(RelatedEntity.class)))
-                        .cache();
+    Dataset<Tuple2<String, RelatedEntity>> entities =
+        readPathEntity(spark, inputEntityPath, clazz)
+            .filter("dataInfo.invisible == false")
+            .map(
+                (MapFunction<E, RelatedEntity>) value -> asRelatedEntity(value, clazz),
+                Encoders.bean(RelatedEntity.class))
+            .map(
+                (MapFunction<RelatedEntity, Tuple2<String, RelatedEntity>>)
+                    e -> new Tuple2<>(e.getId(), e),
+                Encoders.tuple(Encoders.STRING(), Encoders.kryo(RelatedEntity.class)))
+            .cache();
 
-        relsByTarget
-                .joinWith(entities, entities.col("_1").equalTo(relsByTarget.col("_1")), "inner")
-                .map(
-                        (MapFunction<
-                                        Tuple2<
-                                                Tuple2<String, SortableRelation>,
-                                                Tuple2<String, RelatedEntity>>,
-                                        EntityRelEntity>)
-                                t -> new EntityRelEntity(t._1()._2(), t._2()._2()),
-                        Encoders.bean(EntityRelEntity.class))
-                .write()
-                .mode(SaveMode.Overwrite)
-                .parquet(outputPath + "/" + EntityType.fromClass(clazz));
-    }
+    relsByTarget
+        .joinWith(entities, entities.col("_1").equalTo(relsByTarget.col("_1")), "inner")
+        .map(
+            (MapFunction<
+                    Tuple2<Tuple2<String, SortableRelation>, Tuple2<String, RelatedEntity>>,
+                    EntityRelEntity>)
+                t -> new EntityRelEntity(t._1()._2(), t._2()._2()),
+            Encoders.bean(EntityRelEntity.class))
+        .write()
+        .mode(SaveMode.Overwrite)
+        .parquet(outputPath + "/" + EntityType.fromClass(clazz));
+  }
 
-    private static <E extends OafEntity> Dataset<E> readPathEntity(
-            SparkSession spark, String inputEntityPath, Class<E> entityClazz) {
+  private static <E extends OafEntity> Dataset<E> readPathEntity(
+      SparkSession spark, String inputEntityPath, Class<E> entityClazz) {
 
-        log.info("Reading Graph table from: {}", inputEntityPath);
-        return spark.read()
-                .textFile(inputEntityPath)
-                .map(
-                        (MapFunction<String, E>)
-                                value -> OBJECT_MAPPER.readValue(value, entityClazz),
-                        Encoders.bean(entityClazz));
-    }
+    log.info("Reading Graph table from: {}", inputEntityPath);
+    return spark
+        .read()
+        .textFile(inputEntityPath)
+        .map(
+            (MapFunction<String, E>) value -> OBJECT_MAPPER.readValue(value, entityClazz),
+            Encoders.bean(entityClazz));
+  }
 
-    public static <E extends OafEntity> RelatedEntity asRelatedEntity(E entity, Class<E> clazz) {
+  public static <E extends OafEntity> RelatedEntity asRelatedEntity(E entity, Class<E> clazz) {
 
-        final RelatedEntity re = new RelatedEntity();
-        re.setId(entity.getId());
-        re.setType(EntityType.fromClass(clazz).name());
+    final RelatedEntity re = new RelatedEntity();
+    re.setId(entity.getId());
+    re.setType(EntityType.fromClass(clazz).name());
 
-        re.setPid(entity.getPid());
-        re.setCollectedfrom(entity.getCollectedfrom());
+    re.setPid(entity.getPid());
+    re.setCollectedfrom(entity.getCollectedfrom());
 
-        switch (EntityType.fromClass(clazz)) {
-            case publication:
-            case dataset:
-            case otherresearchproduct:
-            case software:
-                Result result = (Result) entity;
+    switch (EntityType.fromClass(clazz)) {
+      case publication:
+      case dataset:
+      case otherresearchproduct:
+      case software:
+        Result result = (Result) entity;
 
-                if (result.getTitle() != null && !result.getTitle().isEmpty()) {
-                    re.setTitle(result.getTitle().stream().findFirst().get());
-                }
-
-                re.setDateofacceptance(getValue(result.getDateofacceptance()));
-                re.setPublisher(getValue(result.getPublisher()));
-                re.setResulttype(result.getResulttype());
-                re.setInstances(result.getInstance());
-
-                // TODO still to be mapped
-                // re.setCodeRepositoryUrl(j.read("$.coderepositoryurl"));
-
-                break;
-            case datasource:
-                Datasource d = (Datasource) entity;
-
-                re.setOfficialname(getValue(d.getOfficialname()));
-                re.setWebsiteurl(getValue(d.getWebsiteurl()));
-                re.setDatasourcetype(d.getDatasourcetype());
-                re.setOpenairecompatibility(d.getOpenairecompatibility());
-
-                break;
-            case organization:
-                Organization o = (Organization) entity;
-
-                re.setLegalname(getValue(o.getLegalname()));
-                re.setLegalshortname(getValue(o.getLegalshortname()));
-                re.setCountry(o.getCountry());
-                re.setWebsiteurl(getValue(o.getWebsiteurl()));
-                break;
-            case project:
-                Project p = (Project) entity;
-
-                re.setProjectTitle(getValue(p.getTitle()));
-                re.setCode(getValue(p.getCode()));
-                re.setAcronym(getValue(p.getAcronym()));
-                re.setContracttype(p.getContracttype());
-
-                List<Field<String>> f = p.getFundingtree();
-                if (!f.isEmpty()) {
-                    re.setFundingtree(
-                            f.stream().map(s -> s.getValue()).collect(Collectors.toList()));
-                }
-                break;
+        if (result.getTitle() != null && !result.getTitle().isEmpty()) {
+          re.setTitle(result.getTitle().stream().findFirst().get());
         }
-        return re;
-    }
 
-    private static String getValue(Field<String> field) {
-        return getFieldValueWithDefault(field, "");
-    }
+        re.setDateofacceptance(getValue(result.getDateofacceptance()));
+        re.setPublisher(getValue(result.getPublisher()));
+        re.setResulttype(result.getResulttype());
+        re.setInstances(result.getInstance());
 
-    private static <T> T getFieldValueWithDefault(Field<T> f, T defaultValue) {
-        return Optional.ofNullable(f)
-                .filter(Objects::nonNull)
-                .map(x -> x.getValue())
-                .orElse(defaultValue);
-    }
+        // TODO still to be mapped
+        // re.setCodeRepositoryUrl(j.read("$.coderepositoryurl"));
 
-    /**
-     * Reads a Dataset of eu.dnetlib.dhp.oa.provision.model.SortableRelation objects from a newline
-     * delimited json text file,
-     *
-     * @param spark
-     * @param relationPath
-     * @return the Dataset<SortableRelation> containing all the relationships
-     */
-    private static Dataset<SortableRelation> readPathRelation(
-            SparkSession spark, final String relationPath) {
+        break;
+      case datasource:
+        Datasource d = (Datasource) entity;
 
-        log.info("Reading relations from: {}", relationPath);
-        return spark.read().load(relationPath).as(Encoders.bean(SortableRelation.class));
-    }
+        re.setOfficialname(getValue(d.getOfficialname()));
+        re.setWebsiteurl(getValue(d.getWebsiteurl()));
+        re.setDatasourcetype(d.getDatasourcetype());
+        re.setOpenairecompatibility(d.getOpenairecompatibility());
 
-    private static void removeOutputDir(SparkSession spark, String path) {
-        HdfsSupport.remove(path, spark.sparkContext().hadoopConfiguration());
+        break;
+      case organization:
+        Organization o = (Organization) entity;
+
+        re.setLegalname(getValue(o.getLegalname()));
+        re.setLegalshortname(getValue(o.getLegalshortname()));
+        re.setCountry(o.getCountry());
+        re.setWebsiteurl(getValue(o.getWebsiteurl()));
+        break;
+      case project:
+        Project p = (Project) entity;
+
+        re.setProjectTitle(getValue(p.getTitle()));
+        re.setCode(getValue(p.getCode()));
+        re.setAcronym(getValue(p.getAcronym()));
+        re.setContracttype(p.getContracttype());
+
+        List<Field<String>> f = p.getFundingtree();
+        if (!f.isEmpty()) {
+          re.setFundingtree(f.stream().map(s -> s.getValue()).collect(Collectors.toList()));
+        }
+        break;
     }
+    return re;
+  }
+
+  private static String getValue(Field<String> field) {
+    return getFieldValueWithDefault(field, "");
+  }
+
+  private static <T> T getFieldValueWithDefault(Field<T> f, T defaultValue) {
+    return Optional.ofNullable(f)
+        .filter(Objects::nonNull)
+        .map(x -> x.getValue())
+        .orElse(defaultValue);
+  }
+
+  /**
+   * Reads a Dataset of eu.dnetlib.dhp.oa.provision.model.SortableRelation objects from a newline
+   * delimited json text file,
+   *
+   * @param spark
+   * @param relationPath
+   * @return the Dataset<SortableRelation> containing all the relationships
+   */
+  private static Dataset<SortableRelation> readPathRelation(
+      SparkSession spark, final String relationPath) {
+
+    log.info("Reading relations from: {}", relationPath);
+    return spark.read().load(relationPath).as(Encoders.bean(SortableRelation.class));
+  }
+
+  private static void removeOutputDir(SparkSession spark, String path) {
+    HdfsSupport.remove(path, spark.sparkContext().hadoopConfiguration());
+  }
 }
diff --git a/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/CreateRelatedEntitiesJob_phase2.java b/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/CreateRelatedEntitiesJob_phase2.java
index eaa18ad0bc..021ef86ba5 100644
--- a/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/CreateRelatedEntitiesJob_phase2.java
+++ b/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/CreateRelatedEntitiesJob_phase2.java
@@ -53,195 +53,173 @@ import scala.collection.Seq;
  */
 public class CreateRelatedEntitiesJob_phase2 {
 
-    private static final Logger log =
-            LoggerFactory.getLogger(CreateRelatedEntitiesJob_phase2.class);
+  private static final Logger log = LoggerFactory.getLogger(CreateRelatedEntitiesJob_phase2.class);
 
-    private static final ObjectMapper OBJECT_MAPPER = new ObjectMapper();
+  private static final ObjectMapper OBJECT_MAPPER = new ObjectMapper();
 
-    public static void main(String[] args) throws Exception {
+  public static void main(String[] args) throws Exception {
 
-        String jsonConfiguration =
-                IOUtils.toString(
-                        PrepareRelationsJob.class.getResourceAsStream(
-                                "/eu/dnetlib/dhp/oa/provision/input_params_related_entities_pahase2.json"));
-        final ArgumentApplicationParser parser = new ArgumentApplicationParser(jsonConfiguration);
-        parser.parseArgument(args);
+    String jsonConfiguration =
+        IOUtils.toString(
+            PrepareRelationsJob.class.getResourceAsStream(
+                "/eu/dnetlib/dhp/oa/provision/input_params_related_entities_pahase2.json"));
+    final ArgumentApplicationParser parser = new ArgumentApplicationParser(jsonConfiguration);
+    parser.parseArgument(args);
 
-        Boolean isSparkSessionManaged =
-                Optional.ofNullable(parser.get("isSparkSessionManaged"))
-                        .map(Boolean::valueOf)
-                        .orElse(Boolean.TRUE);
-        log.info("isSparkSessionManaged: {}", isSparkSessionManaged);
+    Boolean isSparkSessionManaged =
+        Optional.ofNullable(parser.get("isSparkSessionManaged"))
+            .map(Boolean::valueOf)
+            .orElse(Boolean.TRUE);
+    log.info("isSparkSessionManaged: {}", isSparkSessionManaged);
 
-        String inputRelatedEntitiesPath = parser.get("inputRelatedEntitiesPath");
-        log.info("inputRelatedEntitiesPath: {}", inputRelatedEntitiesPath);
+    String inputRelatedEntitiesPath = parser.get("inputRelatedEntitiesPath");
+    log.info("inputRelatedEntitiesPath: {}", inputRelatedEntitiesPath);
 
-        String inputGraphRootPath = parser.get("inputGraphRootPath");
-        log.info("inputGraphRootPath: {}", inputGraphRootPath);
+    String inputGraphRootPath = parser.get("inputGraphRootPath");
+    log.info("inputGraphRootPath: {}", inputGraphRootPath);
 
-        String outputPath = parser.get("outputPath");
-        log.info("outputPath: {}", outputPath);
+    String outputPath = parser.get("outputPath");
+    log.info("outputPath: {}", outputPath);
 
-        int numPartitions = Integer.parseInt(parser.get("numPartitions"));
-        log.info("numPartitions: {}", numPartitions);
+    int numPartitions = Integer.parseInt(parser.get("numPartitions"));
+    log.info("numPartitions: {}", numPartitions);
 
-        SparkConf conf = new SparkConf();
-        conf.set("spark.serializer", "org.apache.spark.serializer.KryoSerializer");
-        conf.registerKryoClasses(ModelSupport.getOafModelClasses());
+    SparkConf conf = new SparkConf();
+    conf.set("spark.serializer", "org.apache.spark.serializer.KryoSerializer");
+    conf.registerKryoClasses(ModelSupport.getOafModelClasses());
 
-        runWithSparkSession(
-                conf,
-                isSparkSessionManaged,
-                spark -> {
-                    removeOutputDir(spark, outputPath);
-                    joinAllEntities(
-                            spark,
-                            inputRelatedEntitiesPath,
-                            inputGraphRootPath,
-                            outputPath,
-                            numPartitions);
-                });
-    }
+    runWithSparkSession(
+        conf,
+        isSparkSessionManaged,
+        spark -> {
+          removeOutputDir(spark, outputPath);
+          joinAllEntities(
+              spark, inputRelatedEntitiesPath, inputGraphRootPath, outputPath, numPartitions);
+        });
+  }
 
-    private static void joinAllEntities(
-            SparkSession spark,
-            String inputRelatedEntitiesPath,
-            String inputGraphRootPath,
-            String outputPath,
-            int numPartitions) {
+  private static void joinAllEntities(
+      SparkSession spark,
+      String inputRelatedEntitiesPath,
+      String inputGraphRootPath,
+      String outputPath,
+      int numPartitions) {
 
-        Dataset<Tuple2<String, TypedRow>> entities =
-                readAllEntities(spark, inputGraphRootPath, numPartitions);
-        Dataset<Tuple2<String, EntityRelEntity>> relsBySource =
-                readRelatedEntities(spark, inputRelatedEntitiesPath);
+    Dataset<Tuple2<String, TypedRow>> entities =
+        readAllEntities(spark, inputGraphRootPath, numPartitions);
+    Dataset<Tuple2<String, EntityRelEntity>> relsBySource =
+        readRelatedEntities(spark, inputRelatedEntitiesPath);
 
-        entities.joinWith(
-                        relsBySource,
-                        entities.col("_1").equalTo(relsBySource.col("_1")),
-                        "left_outer")
-                .map(
-                        (MapFunction<
-                                        Tuple2<
-                                                Tuple2<String, TypedRow>,
-                                                Tuple2<String, EntityRelEntity>>,
-                                        EntityRelEntity>)
-                                value -> {
-                                    EntityRelEntity re = new EntityRelEntity();
-                                    re.setEntity(value._1()._2());
-                                    Optional<EntityRelEntity> related =
-                                            Optional.ofNullable(value._2()).map(Tuple2::_2);
-                                    if (related.isPresent()) {
-                                        re.setRelation(related.get().getRelation());
-                                        re.setTarget(related.get().getTarget());
-                                    }
-                                    return re;
-                                },
-                        Encoders.bean(EntityRelEntity.class))
-                .repartition(numPartitions)
-                .filter(
-                        (FilterFunction<EntityRelEntity>)
-                                value ->
-                                        value.getEntity() != null
-                                                && StringUtils.isNotBlank(
-                                                        value.getEntity().getId()))
-                .write()
-                .mode(SaveMode.Overwrite)
-                .parquet(outputPath);
-    }
+    entities
+        .joinWith(relsBySource, entities.col("_1").equalTo(relsBySource.col("_1")), "left_outer")
+        .map(
+            (MapFunction<
+                    Tuple2<Tuple2<String, TypedRow>, Tuple2<String, EntityRelEntity>>,
+                    EntityRelEntity>)
+                value -> {
+                  EntityRelEntity re = new EntityRelEntity();
+                  re.setEntity(value._1()._2());
+                  Optional<EntityRelEntity> related =
+                      Optional.ofNullable(value._2()).map(Tuple2::_2);
+                  if (related.isPresent()) {
+                    re.setRelation(related.get().getRelation());
+                    re.setTarget(related.get().getTarget());
+                  }
+                  return re;
+                },
+            Encoders.bean(EntityRelEntity.class))
+        .repartition(numPartitions)
+        .filter(
+            (FilterFunction<EntityRelEntity>)
+                value ->
+                    value.getEntity() != null && StringUtils.isNotBlank(value.getEntity().getId()))
+        .write()
+        .mode(SaveMode.Overwrite)
+        .parquet(outputPath);
+  }
 
-    private static Dataset<Tuple2<String, TypedRow>> readAllEntities(
-            SparkSession spark, String inputGraphPath, int numPartitions) {
-        Dataset<TypedRow> publication =
-                readPathEntity(spark, inputGraphPath + "/publication", Publication.class);
-        Dataset<TypedRow> dataset =
-                readPathEntity(
-                        spark,
-                        inputGraphPath + "/dataset",
-                        eu.dnetlib.dhp.schema.oaf.Dataset.class);
-        Dataset<TypedRow> other =
-                readPathEntity(
-                        spark,
-                        inputGraphPath + "/otherresearchproduct",
-                        OtherResearchProduct.class);
-        Dataset<TypedRow> software =
-                readPathEntity(spark, inputGraphPath + "/software", Software.class);
-        Dataset<TypedRow> datasource =
-                readPathEntity(spark, inputGraphPath + "/datasource", Datasource.class);
-        Dataset<TypedRow> organization =
-                readPathEntity(spark, inputGraphPath + "/organization", Organization.class);
-        Dataset<TypedRow> project =
-                readPathEntity(spark, inputGraphPath + "/project", Project.class);
+  private static Dataset<Tuple2<String, TypedRow>> readAllEntities(
+      SparkSession spark, String inputGraphPath, int numPartitions) {
+    Dataset<TypedRow> publication =
+        readPathEntity(spark, inputGraphPath + "/publication", Publication.class);
+    Dataset<TypedRow> dataset =
+        readPathEntity(spark, inputGraphPath + "/dataset", eu.dnetlib.dhp.schema.oaf.Dataset.class);
+    Dataset<TypedRow> other =
+        readPathEntity(spark, inputGraphPath + "/otherresearchproduct", OtherResearchProduct.class);
+    Dataset<TypedRow> software =
+        readPathEntity(spark, inputGraphPath + "/software", Software.class);
+    Dataset<TypedRow> datasource =
+        readPathEntity(spark, inputGraphPath + "/datasource", Datasource.class);
+    Dataset<TypedRow> organization =
+        readPathEntity(spark, inputGraphPath + "/organization", Organization.class);
+    Dataset<TypedRow> project = readPathEntity(spark, inputGraphPath + "/project", Project.class);
 
-        return publication
-                .union(dataset)
-                .union(other)
-                .union(software)
-                .union(datasource)
-                .union(organization)
-                .union(project)
-                .map(
-                        (MapFunction<TypedRow, Tuple2<String, TypedRow>>)
-                                value -> new Tuple2<>(value.getId(), value),
-                        Encoders.tuple(Encoders.STRING(), Encoders.kryo(TypedRow.class)))
-                .repartition(numPartitions);
-    }
+    return publication
+        .union(dataset)
+        .union(other)
+        .union(software)
+        .union(datasource)
+        .union(organization)
+        .union(project)
+        .map(
+            (MapFunction<TypedRow, Tuple2<String, TypedRow>>)
+                value -> new Tuple2<>(value.getId(), value),
+            Encoders.tuple(Encoders.STRING(), Encoders.kryo(TypedRow.class)))
+        .repartition(numPartitions);
+  }
 
-    private static Dataset<Tuple2<String, EntityRelEntity>> readRelatedEntities(
-            SparkSession spark, String inputRelatedEntitiesPath) {
+  private static Dataset<Tuple2<String, EntityRelEntity>> readRelatedEntities(
+      SparkSession spark, String inputRelatedEntitiesPath) {
 
-        log.info("Reading related entities from: {}", inputRelatedEntitiesPath);
+    log.info("Reading related entities from: {}", inputRelatedEntitiesPath);
 
-        final List<String> paths =
-                HdfsSupport.listFiles(
-                        inputRelatedEntitiesPath, spark.sparkContext().hadoopConfiguration());
+    final List<String> paths =
+        HdfsSupport.listFiles(inputRelatedEntitiesPath, spark.sparkContext().hadoopConfiguration());
 
-        log.info("Found paths: {}", String.join(",", paths));
+    log.info("Found paths: {}", String.join(",", paths));
 
-        return spark.read()
-                .load(toSeq(paths))
-                .as(Encoders.bean(EntityRelEntity.class))
-                .map(
-                        (MapFunction<EntityRelEntity, Tuple2<String, EntityRelEntity>>)
-                                value -> new Tuple2<>(value.getRelation().getSource(), value),
-                        Encoders.tuple(Encoders.STRING(), Encoders.kryo(EntityRelEntity.class)));
-    }
+    return spark
+        .read()
+        .load(toSeq(paths))
+        .as(Encoders.bean(EntityRelEntity.class))
+        .map(
+            (MapFunction<EntityRelEntity, Tuple2<String, EntityRelEntity>>)
+                value -> new Tuple2<>(value.getRelation().getSource(), value),
+            Encoders.tuple(Encoders.STRING(), Encoders.kryo(EntityRelEntity.class)));
+  }
 
-    private static <E extends OafEntity> Dataset<TypedRow> readPathEntity(
-            SparkSession spark, String inputEntityPath, Class<E> entityClazz) {
+  private static <E extends OafEntity> Dataset<TypedRow> readPathEntity(
+      SparkSession spark, String inputEntityPath, Class<E> entityClazz) {
 
-        log.info("Reading Graph table from: {}", inputEntityPath);
-        return spark.read()
-                .textFile(inputEntityPath)
-                .map(
-                        (MapFunction<String, E>)
-                                value -> OBJECT_MAPPER.readValue(value, entityClazz),
-                        Encoders.bean(entityClazz))
-                .filter("dataInfo.invisible == false")
-                .map(
-                        (MapFunction<E, TypedRow>)
-                                value ->
-                                        getTypedRow(
-                                                StringUtils.substringAfterLast(
-                                                        inputEntityPath, "/"),
-                                                value),
-                        Encoders.bean(TypedRow.class));
-    }
+    log.info("Reading Graph table from: {}", inputEntityPath);
+    return spark
+        .read()
+        .textFile(inputEntityPath)
+        .map(
+            (MapFunction<String, E>) value -> OBJECT_MAPPER.readValue(value, entityClazz),
+            Encoders.bean(entityClazz))
+        .filter("dataInfo.invisible == false")
+        .map(
+            (MapFunction<E, TypedRow>)
+                value -> getTypedRow(StringUtils.substringAfterLast(inputEntityPath, "/"), value),
+            Encoders.bean(TypedRow.class));
+  }
 
-    private static TypedRow getTypedRow(String type, OafEntity entity)
-            throws JsonProcessingException {
-        TypedRow t = new TypedRow();
-        t.setType(type);
-        t.setDeleted(entity.getDataInfo().getDeletedbyinference());
-        t.setId(entity.getId());
-        t.setOaf(OBJECT_MAPPER.writeValueAsString(entity));
-        return t;
-    }
+  private static TypedRow getTypedRow(String type, OafEntity entity)
+      throws JsonProcessingException {
+    TypedRow t = new TypedRow();
+    t.setType(type);
+    t.setDeleted(entity.getDataInfo().getDeletedbyinference());
+    t.setId(entity.getId());
+    t.setOaf(OBJECT_MAPPER.writeValueAsString(entity));
+    return t;
+  }
 
-    private static void removeOutputDir(SparkSession spark, String path) {
-        HdfsSupport.remove(path, spark.sparkContext().hadoopConfiguration());
-    }
+  private static void removeOutputDir(SparkSession spark, String path) {
+    HdfsSupport.remove(path, spark.sparkContext().hadoopConfiguration());
+  }
 
-    private static Seq<String> toSeq(List<String> list) {
-        return JavaConverters.asScalaIteratorConverter(list.iterator()).asScala().toSeq();
-    }
+  private static Seq<String> toSeq(List<String> list) {
+    return JavaConverters.asScalaIteratorConverter(list.iterator()).asScala().toSeq();
+  }
 }
diff --git a/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/PrepareRelationsJob.java b/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/PrepareRelationsJob.java
index 87264df05d..72eb15cbb6 100644
--- a/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/PrepareRelationsJob.java
+++ b/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/PrepareRelationsJob.java
@@ -50,111 +50,111 @@ import scala.Tuple2;
  */
 public class PrepareRelationsJob {
 
-    private static final Logger log = LoggerFactory.getLogger(PrepareRelationsJob.class);
+  private static final Logger log = LoggerFactory.getLogger(PrepareRelationsJob.class);
 
-    private static final ObjectMapper OBJECT_MAPPER = new ObjectMapper();
+  private static final ObjectMapper OBJECT_MAPPER = new ObjectMapper();
 
-    public static final int MAX_RELS = 100;
+  public static final int MAX_RELS = 100;
 
-    public static void main(String[] args) throws Exception {
-        String jsonConfiguration =
-                IOUtils.toString(
-                        PrepareRelationsJob.class.getResourceAsStream(
-                                "/eu/dnetlib/dhp/oa/provision/input_params_prepare_relations.json"));
-        final ArgumentApplicationParser parser = new ArgumentApplicationParser(jsonConfiguration);
-        parser.parseArgument(args);
+  public static void main(String[] args) throws Exception {
+    String jsonConfiguration =
+        IOUtils.toString(
+            PrepareRelationsJob.class.getResourceAsStream(
+                "/eu/dnetlib/dhp/oa/provision/input_params_prepare_relations.json"));
+    final ArgumentApplicationParser parser = new ArgumentApplicationParser(jsonConfiguration);
+    parser.parseArgument(args);
 
-        Boolean isSparkSessionManaged =
-                Optional.ofNullable(parser.get("isSparkSessionManaged"))
-                        .map(Boolean::valueOf)
-                        .orElse(Boolean.TRUE);
-        log.info("isSparkSessionManaged: {}", isSparkSessionManaged);
+    Boolean isSparkSessionManaged =
+        Optional.ofNullable(parser.get("isSparkSessionManaged"))
+            .map(Boolean::valueOf)
+            .orElse(Boolean.TRUE);
+    log.info("isSparkSessionManaged: {}", isSparkSessionManaged);
 
-        String inputRelationsPath = parser.get("inputRelationsPath");
-        log.info("inputRelationsPath: {}", inputRelationsPath);
+    String inputRelationsPath = parser.get("inputRelationsPath");
+    log.info("inputRelationsPath: {}", inputRelationsPath);
 
-        String outputPath = parser.get("outputPath");
-        log.info("outputPath: {}", outputPath);
+    String outputPath = parser.get("outputPath");
+    log.info("outputPath: {}", outputPath);
 
-        SparkConf conf = new SparkConf();
+    SparkConf conf = new SparkConf();
 
-        runWithSparkSession(
-                conf,
-                isSparkSessionManaged,
-                spark -> {
-                    removeOutputDir(spark, outputPath);
-                    prepareRelationsFromPaths(spark, inputRelationsPath, outputPath);
-                });
-    }
+    runWithSparkSession(
+        conf,
+        isSparkSessionManaged,
+        spark -> {
+          removeOutputDir(spark, outputPath);
+          prepareRelationsFromPaths(spark, inputRelationsPath, outputPath);
+        });
+  }
 
-    private static void prepareRelationsFromPaths(
-            SparkSession spark, String inputRelationsPath, String outputPath) {
-        readPathRelation(spark, inputRelationsPath)
-                .filter("dataInfo.deletedbyinference == false")
-                .groupByKey(
-                        (MapFunction<SortableRelation, String>) value -> value.getSource(),
-                        Encoders.STRING())
-                .flatMapGroups(
-                        (FlatMapGroupsFunction<String, SortableRelation, SortableRelation>)
-                                (key, values) -> Iterators.limit(values, MAX_RELS),
-                        Encoders.bean(SortableRelation.class))
-                .write()
-                .mode(SaveMode.Overwrite)
-                .parquet(outputPath);
-    }
+  private static void prepareRelationsFromPaths(
+      SparkSession spark, String inputRelationsPath, String outputPath) {
+    readPathRelation(spark, inputRelationsPath)
+        .filter("dataInfo.deletedbyinference == false")
+        .groupByKey(
+            (MapFunction<SortableRelation, String>) value -> value.getSource(), Encoders.STRING())
+        .flatMapGroups(
+            (FlatMapGroupsFunction<String, SortableRelation, SortableRelation>)
+                (key, values) -> Iterators.limit(values, MAX_RELS),
+            Encoders.bean(SortableRelation.class))
+        .write()
+        .mode(SaveMode.Overwrite)
+        .parquet(outputPath);
+  }
 
-    /**
-     * Reads a Dataset of eu.dnetlib.dhp.oa.provision.model.SortableRelation objects from a newline
-     * delimited json text file,
-     *
-     * @param spark
-     * @param inputPath
-     * @return the Dataset<SortableRelation> containing all the relationships
-     */
-    private static Dataset<SortableRelation> readPathRelation(
-            SparkSession spark, final String inputPath) {
-        return spark.read()
-                .textFile(inputPath)
-                .map(
-                        (MapFunction<String, SortableRelation>)
-                                value -> OBJECT_MAPPER.readValue(value, SortableRelation.class),
-                        Encoders.bean(SortableRelation.class));
-    }
+  /**
+   * Reads a Dataset of eu.dnetlib.dhp.oa.provision.model.SortableRelation objects from a newline
+   * delimited json text file,
+   *
+   * @param spark
+   * @param inputPath
+   * @return the Dataset<SortableRelation> containing all the relationships
+   */
+  private static Dataset<SortableRelation> readPathRelation(
+      SparkSession spark, final String inputPath) {
+    return spark
+        .read()
+        .textFile(inputPath)
+        .map(
+            (MapFunction<String, SortableRelation>)
+                value -> OBJECT_MAPPER.readValue(value, SortableRelation.class),
+            Encoders.bean(SortableRelation.class));
+  }
 
-    // TODO work in progress
-    private static void prepareRelationsRDDFromPaths(
-            SparkSession spark, String inputRelationsPath, String outputPath, int numPartitions) {
-        JavaRDD<SortableRelation> rels =
-                readPathRelationRDD(spark, inputRelationsPath).repartition(numPartitions);
+  // TODO work in progress
+  private static void prepareRelationsRDDFromPaths(
+      SparkSession spark, String inputRelationsPath, String outputPath, int numPartitions) {
+    JavaRDD<SortableRelation> rels =
+        readPathRelationRDD(spark, inputRelationsPath).repartition(numPartitions);
 
-        RDD<SortableRelation> d =
-                rels.filter(
-                                rel ->
-                                        !rel.getDataInfo()
-                                                .getDeletedbyinference()) // only consider those
-                        // that are not virtually
-                        // deleted
-                        .mapToPair(
-                                (PairFunction<SortableRelation, SortableRelation, SortableRelation>)
-                                        rel -> new Tuple2<>(rel, rel))
-                        .groupByKey(new RelationPartitioner(rels.getNumPartitions()))
-                        .map(p -> Iterables.limit(p._2(), MAX_RELS))
-                        .flatMap(p -> p.iterator())
-                        .rdd();
+    RDD<SortableRelation> d =
+        rels.filter(rel -> !rel.getDataInfo().getDeletedbyinference()) // only
+            // consider
+            // those
+            // that are not virtually
+            // deleted
+            .mapToPair(
+                (PairFunction<SortableRelation, SortableRelation, SortableRelation>)
+                    rel -> new Tuple2<>(rel, rel))
+            .groupByKey(new RelationPartitioner(rels.getNumPartitions()))
+            .map(p -> Iterables.limit(p._2(), MAX_RELS))
+            .flatMap(p -> p.iterator())
+            .rdd();
 
-        spark.createDataset(d, Encoders.bean(SortableRelation.class))
-                .write()
-                .mode(SaveMode.Overwrite)
-                .parquet(outputPath);
-    }
+    spark
+        .createDataset(d, Encoders.bean(SortableRelation.class))
+        .write()
+        .mode(SaveMode.Overwrite)
+        .parquet(outputPath);
+  }
 
-    private static JavaRDD<SortableRelation> readPathRelationRDD(
-            SparkSession spark, final String inputPath) {
-        JavaSparkContext sc = JavaSparkContext.fromSparkContext(spark.sparkContext());
-        return sc.textFile(inputPath).map(s -> OBJECT_MAPPER.readValue(s, SortableRelation.class));
-    }
+  private static JavaRDD<SortableRelation> readPathRelationRDD(
+      SparkSession spark, final String inputPath) {
+    JavaSparkContext sc = JavaSparkContext.fromSparkContext(spark.sparkContext());
+    return sc.textFile(inputPath).map(s -> OBJECT_MAPPER.readValue(s, SortableRelation.class));
+  }
 
-    private static void removeOutputDir(SparkSession spark, String path) {
-        HdfsSupport.remove(path, spark.sparkContext().hadoopConfiguration());
-    }
+  private static void removeOutputDir(SparkSession spark, String path) {
+    HdfsSupport.remove(path, spark.sparkContext().hadoopConfiguration());
+  }
 }
diff --git a/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/XmlConverterJob.java b/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/XmlConverterJob.java
index 5ea267d629..aabeae5eeb 100644
--- a/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/XmlConverterJob.java
+++ b/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/XmlConverterJob.java
@@ -52,170 +52,153 @@ import scala.Tuple2;
  */
 public class XmlConverterJob {
 
-    private static final Logger log = LoggerFactory.getLogger(XmlConverterJob.class);
+  private static final Logger log = LoggerFactory.getLogger(XmlConverterJob.class);
 
-    private static final ObjectMapper OBJECT_MAPPER = new ObjectMapper();
+  private static final ObjectMapper OBJECT_MAPPER = new ObjectMapper();
 
-    public static final String schemaLocation = "https://www.openaire.eu/schema/1.0/oaf-1.0.xsd";
+  public static final String schemaLocation = "https://www.openaire.eu/schema/1.0/oaf-1.0.xsd";
 
-    public static void main(String[] args) throws Exception {
+  public static void main(String[] args) throws Exception {
 
-        final ArgumentApplicationParser parser =
-                new ArgumentApplicationParser(
-                        IOUtils.toString(
-                                XmlConverterJob.class.getResourceAsStream(
-                                        "/eu/dnetlib/dhp/oa/provision/input_params_xml_converter.json")));
-        parser.parseArgument(args);
+    final ArgumentApplicationParser parser =
+        new ArgumentApplicationParser(
+            IOUtils.toString(
+                XmlConverterJob.class.getResourceAsStream(
+                    "/eu/dnetlib/dhp/oa/provision/input_params_xml_converter.json")));
+    parser.parseArgument(args);
 
-        Boolean isSparkSessionManaged =
-                Optional.ofNullable(parser.get("isSparkSessionManaged"))
-                        .map(Boolean::valueOf)
-                        .orElse(Boolean.TRUE);
-        log.info("isSparkSessionManaged: {}", isSparkSessionManaged);
+    Boolean isSparkSessionManaged =
+        Optional.ofNullable(parser.get("isSparkSessionManaged"))
+            .map(Boolean::valueOf)
+            .orElse(Boolean.TRUE);
+    log.info("isSparkSessionManaged: {}", isSparkSessionManaged);
 
-        String inputPath = parser.get("inputPath");
-        log.info("inputPath: {}", inputPath);
+    String inputPath = parser.get("inputPath");
+    log.info("inputPath: {}", inputPath);
 
-        String outputPath = parser.get("outputPath");
-        log.info("outputPath: {}", outputPath);
+    String outputPath = parser.get("outputPath");
+    log.info("outputPath: {}", outputPath);
 
-        String isLookupUrl = parser.get("isLookupUrl");
-        log.info("isLookupUrl: {}", isLookupUrl);
+    String isLookupUrl = parser.get("isLookupUrl");
+    log.info("isLookupUrl: {}", isLookupUrl);
 
-        String otherDsTypeId = parser.get("otherDsTypeId");
-        log.info("otherDsTypeId: {}", otherDsTypeId);
+    String otherDsTypeId = parser.get("otherDsTypeId");
+    log.info("otherDsTypeId: {}", otherDsTypeId);
 
-        SparkConf conf = new SparkConf();
+    SparkConf conf = new SparkConf();
 
-        runWithSparkSession(
-                conf,
-                isSparkSessionManaged,
-                spark -> {
-                    removeOutputDir(spark, outputPath);
-                    convertToXml(
-                            spark,
-                            inputPath,
-                            outputPath,
-                            ContextMapper.fromIS(isLookupUrl),
-                            otherDsTypeId);
-                });
-    }
+    runWithSparkSession(
+        conf,
+        isSparkSessionManaged,
+        spark -> {
+          removeOutputDir(spark, outputPath);
+          convertToXml(
+              spark, inputPath, outputPath, ContextMapper.fromIS(isLookupUrl), otherDsTypeId);
+        });
+  }
 
-    private static void convertToXml(
-            SparkSession spark,
-            String inputPath,
-            String outputPath,
-            ContextMapper contextMapper,
-            String otherDsTypeId) {
+  private static void convertToXml(
+      SparkSession spark,
+      String inputPath,
+      String outputPath,
+      ContextMapper contextMapper,
+      String otherDsTypeId) {
 
-        final XmlRecordFactory recordFactory =
-                new XmlRecordFactory(
-                        prepareAccumulators(spark.sparkContext()),
-                        contextMapper,
-                        false,
-                        schemaLocation,
-                        otherDsTypeId);
+    final XmlRecordFactory recordFactory =
+        new XmlRecordFactory(
+            prepareAccumulators(spark.sparkContext()),
+            contextMapper,
+            false,
+            schemaLocation,
+            otherDsTypeId);
 
-        spark.read()
-                .load(inputPath)
-                .as(Encoders.bean(JoinedEntity.class))
-                .map(
-                        (MapFunction<JoinedEntity, JoinedEntity>)
-                                j -> {
-                                    if (j.getLinks() != null) {
-                                        j.setLinks(
-                                                j.getLinks().stream()
-                                                        .filter(
-                                                                t ->
-                                                                        t.getRelation() != null
-                                                                                & t
-                                                                                                .getRelatedEntity()
-                                                                                        != null)
-                                                        .collect(
-                                                                Collectors.toCollection(
-                                                                        ArrayList::new)));
-                                    }
-                                    return j;
-                                },
-                        Encoders.bean(JoinedEntity.class))
-                .map(
-                        (MapFunction<JoinedEntity, Tuple2<String, String>>)
-                                je -> new Tuple2<>(je.getEntity().getId(), recordFactory.build(je)),
-                        Encoders.tuple(Encoders.STRING(), Encoders.STRING()))
-                .javaRDD()
-                .mapToPair(
-                        (PairFunction<Tuple2<String, String>, Text, Text>)
-                                t -> new Tuple2<>(new Text(t._1()), new Text(t._2())))
-                .saveAsHadoopFile(
-                        outputPath,
-                        Text.class,
-                        Text.class,
-                        SequenceFileOutputFormat.class,
-                        GzipCodec.class);
-    }
+    spark
+        .read()
+        .load(inputPath)
+        .as(Encoders.bean(JoinedEntity.class))
+        .map(
+            (MapFunction<JoinedEntity, JoinedEntity>)
+                j -> {
+                  if (j.getLinks() != null) {
+                    j.setLinks(
+                        j.getLinks().stream()
+                            .filter(t -> t.getRelation() != null & t.getRelatedEntity() != null)
+                            .collect(Collectors.toCollection(ArrayList::new)));
+                  }
+                  return j;
+                },
+            Encoders.bean(JoinedEntity.class))
+        .map(
+            (MapFunction<JoinedEntity, Tuple2<String, String>>)
+                je -> new Tuple2<>(je.getEntity().getId(), recordFactory.build(je)),
+            Encoders.tuple(Encoders.STRING(), Encoders.STRING()))
+        .javaRDD()
+        .mapToPair(
+            (PairFunction<Tuple2<String, String>, Text, Text>)
+                t -> new Tuple2<>(new Text(t._1()), new Text(t._2())))
+        .saveAsHadoopFile(
+            outputPath, Text.class, Text.class, SequenceFileOutputFormat.class, GzipCodec.class);
+  }
 
-    private static void removeOutputDir(SparkSession spark, String path) {
-        HdfsSupport.remove(path, spark.sparkContext().hadoopConfiguration());
-    }
+  private static void removeOutputDir(SparkSession spark, String path) {
+    HdfsSupport.remove(path, spark.sparkContext().hadoopConfiguration());
+  }
 
-    private static Map<String, LongAccumulator> prepareAccumulators(SparkContext sc) {
-        Map<String, LongAccumulator> accumulators = Maps.newHashMap();
-        accumulators.put(
-                "resultResult_similarity_isAmongTopNSimilarDocuments",
-                sc.longAccumulator("resultResult_similarity_isAmongTopNSimilarDocuments"));
-        accumulators.put(
-                "resultResult_similarity_hasAmongTopNSimilarDocuments",
-                sc.longAccumulator("resultResult_similarity_hasAmongTopNSimilarDocuments"));
-        accumulators.put(
-                "resultResult_supplement_isSupplementTo",
-                sc.longAccumulator("resultResult_supplement_isSupplementTo"));
-        accumulators.put(
-                "resultResult_supplement_isSupplementedBy",
-                sc.longAccumulator("resultResult_supplement_isSupplementedBy"));
-        accumulators.put(
-                "resultResult_dedup_isMergedIn",
-                sc.longAccumulator("resultResult_dedup_isMergedIn"));
-        accumulators.put(
-                "resultResult_dedup_merges", sc.longAccumulator("resultResult_dedup_merges"));
+  private static Map<String, LongAccumulator> prepareAccumulators(SparkContext sc) {
+    Map<String, LongAccumulator> accumulators = Maps.newHashMap();
+    accumulators.put(
+        "resultResult_similarity_isAmongTopNSimilarDocuments",
+        sc.longAccumulator("resultResult_similarity_isAmongTopNSimilarDocuments"));
+    accumulators.put(
+        "resultResult_similarity_hasAmongTopNSimilarDocuments",
+        sc.longAccumulator("resultResult_similarity_hasAmongTopNSimilarDocuments"));
+    accumulators.put(
+        "resultResult_supplement_isSupplementTo",
+        sc.longAccumulator("resultResult_supplement_isSupplementTo"));
+    accumulators.put(
+        "resultResult_supplement_isSupplementedBy",
+        sc.longAccumulator("resultResult_supplement_isSupplementedBy"));
+    accumulators.put(
+        "resultResult_dedup_isMergedIn", sc.longAccumulator("resultResult_dedup_isMergedIn"));
+    accumulators.put("resultResult_dedup_merges", sc.longAccumulator("resultResult_dedup_merges"));
 
-        accumulators.put(
-                "resultResult_publicationDataset_isRelatedTo",
-                sc.longAccumulator("resultResult_publicationDataset_isRelatedTo"));
-        accumulators.put(
-                "resultResult_relationship_isRelatedTo",
-                sc.longAccumulator("resultResult_relationship_isRelatedTo"));
-        accumulators.put(
-                "resultProject_outcome_isProducedBy",
-                sc.longAccumulator("resultProject_outcome_isProducedBy"));
-        accumulators.put(
-                "resultProject_outcome_produces",
-                sc.longAccumulator("resultProject_outcome_produces"));
-        accumulators.put(
-                "resultOrganization_affiliation_isAuthorInstitutionOf",
-                sc.longAccumulator("resultOrganization_affiliation_isAuthorInstitutionOf"));
+    accumulators.put(
+        "resultResult_publicationDataset_isRelatedTo",
+        sc.longAccumulator("resultResult_publicationDataset_isRelatedTo"));
+    accumulators.put(
+        "resultResult_relationship_isRelatedTo",
+        sc.longAccumulator("resultResult_relationship_isRelatedTo"));
+    accumulators.put(
+        "resultProject_outcome_isProducedBy",
+        sc.longAccumulator("resultProject_outcome_isProducedBy"));
+    accumulators.put(
+        "resultProject_outcome_produces", sc.longAccumulator("resultProject_outcome_produces"));
+    accumulators.put(
+        "resultOrganization_affiliation_isAuthorInstitutionOf",
+        sc.longAccumulator("resultOrganization_affiliation_isAuthorInstitutionOf"));
 
-        accumulators.put(
-                "resultOrganization_affiliation_hasAuthorInstitution",
-                sc.longAccumulator("resultOrganization_affiliation_hasAuthorInstitution"));
-        accumulators.put(
-                "projectOrganization_participation_hasParticipant",
-                sc.longAccumulator("projectOrganization_participation_hasParticipant"));
-        accumulators.put(
-                "projectOrganization_participation_isParticipant",
-                sc.longAccumulator("projectOrganization_participation_isParticipant"));
-        accumulators.put(
-                "organizationOrganization_dedup_isMergedIn",
-                sc.longAccumulator("organizationOrganization_dedup_isMergedIn"));
-        accumulators.put(
-                "organizationOrganization_dedup_merges",
-                sc.longAccumulator("resultProject_outcome_produces"));
-        accumulators.put(
-                "datasourceOrganization_provision_isProvidedBy",
-                sc.longAccumulator("datasourceOrganization_provision_isProvidedBy"));
-        accumulators.put(
-                "datasourceOrganization_provision_provides",
-                sc.longAccumulator("datasourceOrganization_provision_provides"));
+    accumulators.put(
+        "resultOrganization_affiliation_hasAuthorInstitution",
+        sc.longAccumulator("resultOrganization_affiliation_hasAuthorInstitution"));
+    accumulators.put(
+        "projectOrganization_participation_hasParticipant",
+        sc.longAccumulator("projectOrganization_participation_hasParticipant"));
+    accumulators.put(
+        "projectOrganization_participation_isParticipant",
+        sc.longAccumulator("projectOrganization_participation_isParticipant"));
+    accumulators.put(
+        "organizationOrganization_dedup_isMergedIn",
+        sc.longAccumulator("organizationOrganization_dedup_isMergedIn"));
+    accumulators.put(
+        "organizationOrganization_dedup_merges",
+        sc.longAccumulator("resultProject_outcome_produces"));
+    accumulators.put(
+        "datasourceOrganization_provision_isProvidedBy",
+        sc.longAccumulator("datasourceOrganization_provision_isProvidedBy"));
+    accumulators.put(
+        "datasourceOrganization_provision_provides",
+        sc.longAccumulator("datasourceOrganization_provision_provides"));
 
-        return accumulators;
-    }
+    return accumulators;
+  }
 }
diff --git a/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/XmlIndexingJob.java b/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/XmlIndexingJob.java
index 2215eaad2f..ca81e0b3f0 100644
--- a/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/XmlIndexingJob.java
+++ b/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/XmlIndexingJob.java
@@ -32,208 +32,195 @@ import org.slf4j.LoggerFactory;
 
 public class XmlIndexingJob {
 
-    private static final Logger log = LoggerFactory.getLogger(XmlIndexingJob.class);
+  private static final Logger log = LoggerFactory.getLogger(XmlIndexingJob.class);
 
-    private static final Integer DEFAULT_BATCH_SIZE = 1000;
+  private static final Integer DEFAULT_BATCH_SIZE = 1000;
 
-    private static final String LAYOUT = "index";
-    private static final String INTERPRETATION = "openaire";
-    private static final String SEPARATOR = "-";
-    public static final String DATE_FORMAT = "yyyy-MM-dd'T'hh:mm:ss'Z'";
+  private static final String LAYOUT = "index";
+  private static final String INTERPRETATION = "openaire";
+  private static final String SEPARATOR = "-";
+  public static final String DATE_FORMAT = "yyyy-MM-dd'T'hh:mm:ss'Z'";
 
-    public static void main(String[] args) throws Exception {
+  public static void main(String[] args) throws Exception {
 
-        final ArgumentApplicationParser parser =
-                new ArgumentApplicationParser(
-                        IOUtils.toString(
-                                XmlIndexingJob.class.getResourceAsStream(
-                                        "/eu/dnetlib/dhp/oa/provision/input_params_update_index.json")));
-        parser.parseArgument(args);
+    final ArgumentApplicationParser parser =
+        new ArgumentApplicationParser(
+            IOUtils.toString(
+                XmlIndexingJob.class.getResourceAsStream(
+                    "/eu/dnetlib/dhp/oa/provision/input_params_update_index.json")));
+    parser.parseArgument(args);
 
-        Boolean isSparkSessionManaged =
-                Optional.ofNullable(parser.get("isSparkSessionManaged"))
-                        .map(Boolean::valueOf)
-                        .orElse(Boolean.TRUE);
-        log.info("isSparkSessionManaged: {}", isSparkSessionManaged);
+    Boolean isSparkSessionManaged =
+        Optional.ofNullable(parser.get("isSparkSessionManaged"))
+            .map(Boolean::valueOf)
+            .orElse(Boolean.TRUE);
+    log.info("isSparkSessionManaged: {}", isSparkSessionManaged);
 
-        final String inputPath = parser.get("inputPath");
-        log.info("inputPath: {}", inputPath);
+    final String inputPath = parser.get("inputPath");
+    log.info("inputPath: {}", inputPath);
 
-        final String isLookupUrl = parser.get("isLookupUrl");
-        log.info("isLookupUrl: {}", isLookupUrl);
+    final String isLookupUrl = parser.get("isLookupUrl");
+    log.info("isLookupUrl: {}", isLookupUrl);
 
-        final String format = parser.get("format");
-        log.info("format: {}", format);
+    final String format = parser.get("format");
+    log.info("format: {}", format);
 
-        final Integer batchSize =
-                parser.getObjectMap().containsKey("batchSize")
-                        ? Integer.valueOf(parser.get("batchSize"))
-                        : DEFAULT_BATCH_SIZE;
-        log.info("batchSize: {}", batchSize);
+    final Integer batchSize =
+        parser.getObjectMap().containsKey("batchSize")
+            ? Integer.valueOf(parser.get("batchSize"))
+            : DEFAULT_BATCH_SIZE;
+    log.info("batchSize: {}", batchSize);
 
-        final ISLookUpService isLookup = ISLookupClientFactory.getLookUpService(isLookupUrl);
-        final String fields = getLayoutSource(isLookup, format);
-        log.info("fields: {}", fields);
+    final ISLookUpService isLookup = ISLookupClientFactory.getLookUpService(isLookupUrl);
+    final String fields = getLayoutSource(isLookup, format);
+    log.info("fields: {}", fields);
 
-        final String xslt = getLayoutTransformer(isLookup);
+    final String xslt = getLayoutTransformer(isLookup);
 
-        final String dsId = getDsId(format, isLookup);
-        log.info("dsId: {}", dsId);
+    final String dsId = getDsId(format, isLookup);
+    log.info("dsId: {}", dsId);
 
-        final String zkHost = getZkHost(isLookup);
-        log.info("zkHost: {}", zkHost);
+    final String zkHost = getZkHost(isLookup);
+    log.info("zkHost: {}", zkHost);
 
-        final String version = getRecordDatestamp();
+    final String version = getRecordDatestamp();
 
-        final String indexRecordXslt = getLayoutTransformer(format, fields, xslt);
-        log.info("indexRecordTransformer {}", indexRecordXslt);
+    final String indexRecordXslt = getLayoutTransformer(format, fields, xslt);
+    log.info("indexRecordTransformer {}", indexRecordXslt);
 
-        final SparkConf conf = new SparkConf();
+    final SparkConf conf = new SparkConf();
 
-        runWithSparkSession(
-                conf,
-                isSparkSessionManaged,
-                spark -> {
-                    final JavaSparkContext sc =
-                            JavaSparkContext.fromSparkContext(spark.sparkContext());
+    runWithSparkSession(
+        conf,
+        isSparkSessionManaged,
+        spark -> {
+          final JavaSparkContext sc = JavaSparkContext.fromSparkContext(spark.sparkContext());
 
-                    RDD<SolrInputDocument> docs =
-                            sc.sequenceFile(inputPath, Text.class, Text.class)
-                                    .map(t -> t._2().toString())
-                                    .map(
-                                            s ->
-                                                    toIndexRecord(
-                                                            SaxonTransformerFactory.newInstance(
-                                                                    indexRecordXslt),
-                                                            s))
-                                    .map(
-                                            s ->
-                                                    new StreamingInputDocumentFactory(version, dsId)
-                                                            .parseDocument(s))
-                                    .rdd();
+          RDD<SolrInputDocument> docs =
+              sc.sequenceFile(inputPath, Text.class, Text.class)
+                  .map(t -> t._2().toString())
+                  .map(s -> toIndexRecord(SaxonTransformerFactory.newInstance(indexRecordXslt), s))
+                  .map(s -> new StreamingInputDocumentFactory(version, dsId).parseDocument(s))
+                  .rdd();
 
-                    final String collection =
-                            format + SEPARATOR + LAYOUT + SEPARATOR + INTERPRETATION;
-                    SolrSupport.indexDocs(zkHost, collection, batchSize, docs);
-                });
+          final String collection = format + SEPARATOR + LAYOUT + SEPARATOR + INTERPRETATION;
+          SolrSupport.indexDocs(zkHost, collection, batchSize, docs);
+        });
+  }
+
+  private static String toIndexRecord(Transformer tr, final String record) {
+    final StreamResult res = new StreamResult(new StringWriter());
+    try {
+      tr.transform(new StreamSource(new StringReader(record)), res);
+      return res.getWriter().toString();
+    } catch (Throwable e) {
+      log.error("XPathException on record: \n {}", record, e);
+      throw new IllegalArgumentException(e);
     }
+  }
 
-    private static String toIndexRecord(Transformer tr, final String record) {
-        final StreamResult res = new StreamResult(new StringWriter());
-        try {
-            tr.transform(new StreamSource(new StringReader(record)), res);
-            return res.getWriter().toString();
-        } catch (Throwable e) {
-            log.error("XPathException on record: \n {}", record, e);
-            throw new IllegalArgumentException(e);
-        }
-    }
+  /**
+   * Creates the XSLT responsible for building the index xml records.
+   *
+   * @param format Metadata format name (DMF|TMF)
+   * @param xslt xslt for building the index record transformer
+   * @param fields the list of fields
+   * @return the javax.xml.transform.Transformer
+   * @throws ISLookUpException could happen
+   * @throws IOException could happen
+   * @throws TransformerException could happen
+   */
+  private static String getLayoutTransformer(String format, String fields, String xslt)
+      throws TransformerException {
 
-    /**
-     * Creates the XSLT responsible for building the index xml records.
-     *
-     * @param format Metadata format name (DMF|TMF)
-     * @param xslt xslt for building the index record transformer
-     * @param fields the list of fields
-     * @return the javax.xml.transform.Transformer
-     * @throws ISLookUpException could happen
-     * @throws IOException could happen
-     * @throws TransformerException could happen
-     */
-    private static String getLayoutTransformer(String format, String fields, String xslt)
-            throws TransformerException {
+    final Transformer layoutTransformer = SaxonTransformerFactory.newInstance(xslt);
+    final StreamResult layoutToXsltXslt = new StreamResult(new StringWriter());
 
-        final Transformer layoutTransformer = SaxonTransformerFactory.newInstance(xslt);
-        final StreamResult layoutToXsltXslt = new StreamResult(new StringWriter());
+    layoutTransformer.setParameter("format", format);
+    layoutTransformer.transform(new StreamSource(new StringReader(fields)), layoutToXsltXslt);
 
-        layoutTransformer.setParameter("format", format);
-        layoutTransformer.transform(new StreamSource(new StringReader(fields)), layoutToXsltXslt);
+    return layoutToXsltXslt.getWriter().toString();
+  }
 
-        return layoutToXsltXslt.getWriter().toString();
-    }
+  /**
+   * method return a solr-compatible string representation of a date, used to mark all records as
+   * indexed today
+   *
+   * @return the parsed date
+   */
+  public static String getRecordDatestamp() {
+    return new SimpleDateFormat(DATE_FORMAT).format(new Date());
+  }
 
-    /**
-     * method return a solr-compatible string representation of a date, used to mark all records as
-     * indexed today
-     *
-     * @return the parsed date
-     */
-    public static String getRecordDatestamp() {
-        return new SimpleDateFormat(DATE_FORMAT).format(new Date());
-    }
+  /**
+   * Method retrieves from the information system the list of fields associated to the given
+   * MDFormat name
+   *
+   * @param isLookup the ISLookup service stub
+   * @param format the Metadata format name
+   * @return the string representation of the list of fields to be indexed
+   * @throws ISLookUpDocumentNotFoundException
+   * @throws ISLookUpException
+   */
+  private static String getLayoutSource(final ISLookUpService isLookup, final String format)
+      throws ISLookUpDocumentNotFoundException, ISLookUpException {
+    return doLookup(
+        isLookup,
+        String.format(
+            "collection('')//RESOURCE_PROFILE[.//RESOURCE_TYPE/@value = 'MDFormatDSResourceType' and .//NAME='%s']//LAYOUT[@name='%s']",
+            format, LAYOUT));
+  }
 
-    /**
-     * Method retrieves from the information system the list of fields associated to the given
-     * MDFormat name
-     *
-     * @param isLookup the ISLookup service stub
-     * @param format the Metadata format name
-     * @return the string representation of the list of fields to be indexed
-     * @throws ISLookUpDocumentNotFoundException
-     * @throws ISLookUpException
-     */
-    private static String getLayoutSource(final ISLookUpService isLookup, final String format)
-            throws ISLookUpDocumentNotFoundException, ISLookUpException {
-        return doLookup(
-                isLookup,
-                String.format(
-                        "collection('')//RESOURCE_PROFILE[.//RESOURCE_TYPE/@value = 'MDFormatDSResourceType' and .//NAME='%s']//LAYOUT[@name='%s']",
-                        format, LAYOUT));
-    }
+  /**
+   * Method retrieves from the information system the openaireLayoutToRecordStylesheet
+   *
+   * @param isLookup the ISLookup service stub
+   * @return the string representation of the XSLT contained in the transformation rule profile
+   * @throws ISLookUpDocumentNotFoundException
+   * @throws ISLookUpException
+   */
+  private static String getLayoutTransformer(ISLookUpService isLookup) throws ISLookUpException {
+    return doLookup(
+        isLookup,
+        "collection('/db/DRIVER/TransformationRuleDSResources/TransformationRuleDSResourceType')"
+            + "//RESOURCE_PROFILE[./BODY/CONFIGURATION/SCRIPT/TITLE/text() = 'openaireLayoutToRecordStylesheet']//CODE/node()");
+  }
 
-    /**
-     * Method retrieves from the information system the openaireLayoutToRecordStylesheet
-     *
-     * @param isLookup the ISLookup service stub
-     * @return the string representation of the XSLT contained in the transformation rule profile
-     * @throws ISLookUpDocumentNotFoundException
-     * @throws ISLookUpException
-     */
-    private static String getLayoutTransformer(ISLookUpService isLookup) throws ISLookUpException {
-        return doLookup(
-                isLookup,
-                "collection('/db/DRIVER/TransformationRuleDSResources/TransformationRuleDSResourceType')"
-                        + "//RESOURCE_PROFILE[./BODY/CONFIGURATION/SCRIPT/TITLE/text() = 'openaireLayoutToRecordStylesheet']//CODE/node()");
-    }
+  /**
+   * Method retrieves from the information system the IndexDS profile ID associated to the given
+   * MDFormat name
+   *
+   * @param format
+   * @param isLookup
+   * @return the IndexDS identifier
+   * @throws ISLookUpException
+   */
+  private static String getDsId(String format, ISLookUpService isLookup) throws ISLookUpException {
+    return doLookup(
+        isLookup,
+        String.format(
+            "collection('/db/DRIVER/IndexDSResources/IndexDSResourceType')"
+                + "//RESOURCE_PROFILE[./BODY/CONFIGURATION/METADATA_FORMAT/text() = '%s']//RESOURCE_IDENTIFIER/@value/string()",
+            format));
+  }
 
-    /**
-     * Method retrieves from the information system the IndexDS profile ID associated to the given
-     * MDFormat name
-     *
-     * @param format
-     * @param isLookup
-     * @return the IndexDS identifier
-     * @throws ISLookUpException
-     */
-    private static String getDsId(String format, ISLookUpService isLookup)
-            throws ISLookUpException {
-        return doLookup(
-                isLookup,
-                String.format(
-                        "collection('/db/DRIVER/IndexDSResources/IndexDSResourceType')"
-                                + "//RESOURCE_PROFILE[./BODY/CONFIGURATION/METADATA_FORMAT/text() = '%s']//RESOURCE_IDENTIFIER/@value/string()",
-                        format));
-    }
+  /**
+   * Method retrieves from the information system the zookeeper quorum of the Solr server
+   *
+   * @param isLookup
+   * @return the zookeeper quorum of the Solr server
+   * @throws ISLookUpException
+   */
+  private static String getZkHost(ISLookUpService isLookup) throws ISLookUpException {
+    return doLookup(
+        isLookup,
+        "for $x in /RESOURCE_PROFILE[.//RESOURCE_TYPE/@value='IndexServiceResourceType'] return $x//PROTOCOL[./@name='solr']/@address/string()");
+  }
 
-    /**
-     * Method retrieves from the information system the zookeeper quorum of the Solr server
-     *
-     * @param isLookup
-     * @return the zookeeper quorum of the Solr server
-     * @throws ISLookUpException
-     */
-    private static String getZkHost(ISLookUpService isLookup) throws ISLookUpException {
-        return doLookup(
-                isLookup,
-                "for $x in /RESOURCE_PROFILE[.//RESOURCE_TYPE/@value='IndexServiceResourceType'] return $x//PROTOCOL[./@name='solr']/@address/string()");
-    }
-
-    private static String doLookup(ISLookUpService isLookup, String xquery)
-            throws ISLookUpException {
-        log.info(String.format("running xquery: %s", xquery));
-        final String res = isLookup.getResourceProfileByQuery(xquery);
-        log.info(
-                String.format("got response (100 chars): %s", StringUtils.left(res, 100) + " ..."));
-        return res;
-    }
+  private static String doLookup(ISLookUpService isLookup, String xquery) throws ISLookUpException {
+    log.info(String.format("running xquery: %s", xquery));
+    final String res = isLookup.getResourceProfileByQuery(xquery);
+    log.info(String.format("got response (100 chars): %s", StringUtils.left(res, 100) + " ..."));
+    return res;
+  }
 }
diff --git a/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/model/EntityRelEntity.java b/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/model/EntityRelEntity.java
index 5873155cfe..e47356c135 100644
--- a/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/model/EntityRelEntity.java
+++ b/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/model/EntityRelEntity.java
@@ -5,58 +5,58 @@ import java.io.Serializable;
 
 public class EntityRelEntity implements Serializable {
 
-    private TypedRow entity;
-    private SortableRelation relation;
-    private RelatedEntity target;
+  private TypedRow entity;
+  private SortableRelation relation;
+  private RelatedEntity target;
 
-    public EntityRelEntity() {}
+  public EntityRelEntity() {}
 
-    public EntityRelEntity(SortableRelation relation, RelatedEntity target) {
-        this(null, relation, target);
-    }
+  public EntityRelEntity(SortableRelation relation, RelatedEntity target) {
+    this(null, relation, target);
+  }
 
-    public EntityRelEntity(TypedRow entity, SortableRelation relation, RelatedEntity target) {
-        this.entity = entity;
-        this.relation = relation;
-        this.target = target;
-    }
+  public EntityRelEntity(TypedRow entity, SortableRelation relation, RelatedEntity target) {
+    this.entity = entity;
+    this.relation = relation;
+    this.target = target;
+  }
 
-    public TypedRow getEntity() {
-        return entity;
-    }
+  public TypedRow getEntity() {
+    return entity;
+  }
 
-    public void setEntity(TypedRow entity) {
-        this.entity = entity;
-    }
+  public void setEntity(TypedRow entity) {
+    this.entity = entity;
+  }
 
-    public SortableRelation getRelation() {
-        return relation;
-    }
+  public SortableRelation getRelation() {
+    return relation;
+  }
 
-    public void setRelation(SortableRelation relation) {
-        this.relation = relation;
-    }
+  public void setRelation(SortableRelation relation) {
+    this.relation = relation;
+  }
 
-    public RelatedEntity getTarget() {
-        return target;
-    }
+  public RelatedEntity getTarget() {
+    return target;
+  }
 
-    public void setTarget(RelatedEntity target) {
-        this.target = target;
-    }
+  public void setTarget(RelatedEntity target) {
+    this.target = target;
+  }
 
-    @Override
-    public boolean equals(Object o) {
-        if (this == o) return true;
-        if (o == null || getClass() != o.getClass()) return false;
-        EntityRelEntity that = (EntityRelEntity) o;
-        return Objects.equal(entity, that.entity)
-                && Objects.equal(relation, that.relation)
-                && Objects.equal(target, that.target);
-    }
+  @Override
+  public boolean equals(Object o) {
+    if (this == o) return true;
+    if (o == null || getClass() != o.getClass()) return false;
+    EntityRelEntity that = (EntityRelEntity) o;
+    return Objects.equal(entity, that.entity)
+        && Objects.equal(relation, that.relation)
+        && Objects.equal(target, that.target);
+  }
 
-    @Override
-    public int hashCode() {
-        return Objects.hashCode(entity, relation, target);
-    }
+  @Override
+  public int hashCode() {
+    return Objects.hashCode(entity, relation, target);
+  }
 }
diff --git a/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/model/JoinedEntity.java b/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/model/JoinedEntity.java
index 519d7f2bd7..daa069255a 100644
--- a/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/model/JoinedEntity.java
+++ b/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/model/JoinedEntity.java
@@ -5,25 +5,25 @@ import java.util.List;
 
 public class JoinedEntity implements Serializable {
 
-    private TypedRow entity;
+  private TypedRow entity;
 
-    private List<Tuple2> links;
+  private List<Tuple2> links;
 
-    public JoinedEntity() {}
+  public JoinedEntity() {}
 
-    public TypedRow getEntity() {
-        return entity;
-    }
+  public TypedRow getEntity() {
+    return entity;
+  }
 
-    public void setEntity(TypedRow entity) {
-        this.entity = entity;
-    }
+  public void setEntity(TypedRow entity) {
+    this.entity = entity;
+  }
 
-    public List<Tuple2> getLinks() {
-        return links;
-    }
+  public List<Tuple2> getLinks() {
+    return links;
+  }
 
-    public void setLinks(List<Tuple2> links) {
-        this.links = links;
-    }
+  public void setLinks(List<Tuple2> links) {
+    this.links = links;
+  }
 }
diff --git a/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/model/RelatedEntity.java b/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/model/RelatedEntity.java
index 2964c51eef..9671d505c9 100644
--- a/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/model/RelatedEntity.java
+++ b/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/model/RelatedEntity.java
@@ -10,280 +10,280 @@ import java.util.List;
 
 public class RelatedEntity implements Serializable {
 
-    private String id;
-    private String type;
+  private String id;
+  private String type;
 
-    // common fields
-    private StructuredProperty title;
-    private String websiteurl; // datasource, organizations, projects
+  // common fields
+  private StructuredProperty title;
+  private String websiteurl; // datasource, organizations, projects
 
-    // results
-    private String dateofacceptance;
-    private String publisher;
-    private List<StructuredProperty> pid;
-    private String codeRepositoryUrl;
-    private Qualifier resulttype;
-    private List<KeyValue> collectedfrom;
-    private List<Instance> instances;
+  // results
+  private String dateofacceptance;
+  private String publisher;
+  private List<StructuredProperty> pid;
+  private String codeRepositoryUrl;
+  private Qualifier resulttype;
+  private List<KeyValue> collectedfrom;
+  private List<Instance> instances;
 
-    // datasource
-    private String officialname;
-    private Qualifier datasourcetype;
-    private Qualifier datasourcetypeui;
-    private Qualifier openairecompatibility;
-    // private String aggregatortype;
+  // datasource
+  private String officialname;
+  private Qualifier datasourcetype;
+  private Qualifier datasourcetypeui;
+  private Qualifier openairecompatibility;
+  // private String aggregatortype;
 
-    // organization
-    private String legalname;
-    private String legalshortname;
-    private Qualifier country;
+  // organization
+  private String legalname;
+  private String legalshortname;
+  private Qualifier country;
 
-    // project
-    private String projectTitle;
-    private String code;
-    private String acronym;
-    private Qualifier contracttype;
-    private List<String> fundingtree;
+  // project
+  private String projectTitle;
+  private String code;
+  private String acronym;
+  private Qualifier contracttype;
+  private List<String> fundingtree;
 
-    public String getId() {
-        return id;
-    }
+  public String getId() {
+    return id;
+  }
 
-    public void setId(String id) {
-        this.id = id;
-    }
+  public void setId(String id) {
+    this.id = id;
+  }
 
-    public String getType() {
-        return type;
-    }
+  public String getType() {
+    return type;
+  }
 
-    public void setType(String type) {
-        this.type = type;
-    }
+  public void setType(String type) {
+    this.type = type;
+  }
 
-    public StructuredProperty getTitle() {
-        return title;
-    }
+  public StructuredProperty getTitle() {
+    return title;
+  }
 
-    public void setTitle(StructuredProperty title) {
-        this.title = title;
-    }
+  public void setTitle(StructuredProperty title) {
+    this.title = title;
+  }
 
-    public String getWebsiteurl() {
-        return websiteurl;
-    }
+  public String getWebsiteurl() {
+    return websiteurl;
+  }
 
-    public void setWebsiteurl(String websiteurl) {
-        this.websiteurl = websiteurl;
-    }
+  public void setWebsiteurl(String websiteurl) {
+    this.websiteurl = websiteurl;
+  }
 
-    public String getDateofacceptance() {
-        return dateofacceptance;
-    }
+  public String getDateofacceptance() {
+    return dateofacceptance;
+  }
 
-    public void setDateofacceptance(String dateofacceptance) {
-        this.dateofacceptance = dateofacceptance;
-    }
+  public void setDateofacceptance(String dateofacceptance) {
+    this.dateofacceptance = dateofacceptance;
+  }
 
-    public String getPublisher() {
-        return publisher;
-    }
+  public String getPublisher() {
+    return publisher;
+  }
 
-    public void setPublisher(String publisher) {
-        this.publisher = publisher;
-    }
+  public void setPublisher(String publisher) {
+    this.publisher = publisher;
+  }
 
-    public List<StructuredProperty> getPid() {
-        return pid;
-    }
+  public List<StructuredProperty> getPid() {
+    return pid;
+  }
 
-    public void setPid(List<StructuredProperty> pid) {
-        this.pid = pid;
-    }
+  public void setPid(List<StructuredProperty> pid) {
+    this.pid = pid;
+  }
 
-    public String getCodeRepositoryUrl() {
-        return codeRepositoryUrl;
-    }
+  public String getCodeRepositoryUrl() {
+    return codeRepositoryUrl;
+  }
 
-    public void setCodeRepositoryUrl(String codeRepositoryUrl) {
-        this.codeRepositoryUrl = codeRepositoryUrl;
-    }
+  public void setCodeRepositoryUrl(String codeRepositoryUrl) {
+    this.codeRepositoryUrl = codeRepositoryUrl;
+  }
 
-    public Qualifier getResulttype() {
-        return resulttype;
-    }
+  public Qualifier getResulttype() {
+    return resulttype;
+  }
 
-    public void setResulttype(Qualifier resulttype) {
-        this.resulttype = resulttype;
-    }
+  public void setResulttype(Qualifier resulttype) {
+    this.resulttype = resulttype;
+  }
 
-    public List<KeyValue> getCollectedfrom() {
-        return collectedfrom;
-    }
+  public List<KeyValue> getCollectedfrom() {
+    return collectedfrom;
+  }
 
-    public void setCollectedfrom(List<KeyValue> collectedfrom) {
-        this.collectedfrom = collectedfrom;
-    }
+  public void setCollectedfrom(List<KeyValue> collectedfrom) {
+    this.collectedfrom = collectedfrom;
+  }
 
-    public List<Instance> getInstances() {
-        return instances;
-    }
+  public List<Instance> getInstances() {
+    return instances;
+  }
 
-    public void setInstances(List<Instance> instances) {
-        this.instances = instances;
-    }
+  public void setInstances(List<Instance> instances) {
+    this.instances = instances;
+  }
 
-    public String getOfficialname() {
-        return officialname;
-    }
+  public String getOfficialname() {
+    return officialname;
+  }
 
-    public void setOfficialname(String officialname) {
-        this.officialname = officialname;
-    }
+  public void setOfficialname(String officialname) {
+    this.officialname = officialname;
+  }
 
-    public Qualifier getDatasourcetype() {
-        return datasourcetype;
-    }
+  public Qualifier getDatasourcetype() {
+    return datasourcetype;
+  }
 
-    public void setDatasourcetype(Qualifier datasourcetype) {
-        this.datasourcetype = datasourcetype;
-    }
+  public void setDatasourcetype(Qualifier datasourcetype) {
+    this.datasourcetype = datasourcetype;
+  }
 
-    public Qualifier getDatasourcetypeui() {
-        return datasourcetypeui;
-    }
+  public Qualifier getDatasourcetypeui() {
+    return datasourcetypeui;
+  }
 
-    public void setDatasourcetypeui(Qualifier datasourcetypeui) {
-        this.datasourcetypeui = datasourcetypeui;
-    }
+  public void setDatasourcetypeui(Qualifier datasourcetypeui) {
+    this.datasourcetypeui = datasourcetypeui;
+  }
 
-    public Qualifier getOpenairecompatibility() {
-        return openairecompatibility;
-    }
+  public Qualifier getOpenairecompatibility() {
+    return openairecompatibility;
+  }
 
-    public void setOpenairecompatibility(Qualifier openairecompatibility) {
-        this.openairecompatibility = openairecompatibility;
-    }
+  public void setOpenairecompatibility(Qualifier openairecompatibility) {
+    this.openairecompatibility = openairecompatibility;
+  }
 
-    public String getLegalname() {
-        return legalname;
-    }
+  public String getLegalname() {
+    return legalname;
+  }
 
-    public void setLegalname(String legalname) {
-        this.legalname = legalname;
-    }
+  public void setLegalname(String legalname) {
+    this.legalname = legalname;
+  }
 
-    public String getLegalshortname() {
-        return legalshortname;
-    }
+  public String getLegalshortname() {
+    return legalshortname;
+  }
 
-    public void setLegalshortname(String legalshortname) {
-        this.legalshortname = legalshortname;
-    }
+  public void setLegalshortname(String legalshortname) {
+    this.legalshortname = legalshortname;
+  }
 
-    public Qualifier getCountry() {
-        return country;
-    }
+  public Qualifier getCountry() {
+    return country;
+  }
 
-    public void setCountry(Qualifier country) {
-        this.country = country;
-    }
+  public void setCountry(Qualifier country) {
+    this.country = country;
+  }
 
-    public String getProjectTitle() {
-        return projectTitle;
-    }
+  public String getProjectTitle() {
+    return projectTitle;
+  }
 
-    public void setProjectTitle(String projectTitle) {
-        this.projectTitle = projectTitle;
-    }
+  public void setProjectTitle(String projectTitle) {
+    this.projectTitle = projectTitle;
+  }
 
-    public String getCode() {
-        return code;
-    }
+  public String getCode() {
+    return code;
+  }
 
-    public void setCode(String code) {
-        this.code = code;
-    }
+  public void setCode(String code) {
+    this.code = code;
+  }
 
-    public String getAcronym() {
-        return acronym;
-    }
+  public String getAcronym() {
+    return acronym;
+  }
 
-    public void setAcronym(String acronym) {
-        this.acronym = acronym;
-    }
+  public void setAcronym(String acronym) {
+    this.acronym = acronym;
+  }
 
-    public Qualifier getContracttype() {
-        return contracttype;
-    }
+  public Qualifier getContracttype() {
+    return contracttype;
+  }
 
-    public void setContracttype(Qualifier contracttype) {
-        this.contracttype = contracttype;
-    }
+  public void setContracttype(Qualifier contracttype) {
+    this.contracttype = contracttype;
+  }
 
-    public List<String> getFundingtree() {
-        return fundingtree;
-    }
+  public List<String> getFundingtree() {
+    return fundingtree;
+  }
 
-    public void setFundingtree(List<String> fundingtree) {
-        this.fundingtree = fundingtree;
-    }
+  public void setFundingtree(List<String> fundingtree) {
+    this.fundingtree = fundingtree;
+  }
 
-    @Override
-    public boolean equals(Object o) {
-        if (this == o) return true;
-        if (o == null || getClass() != o.getClass()) return false;
-        RelatedEntity that = (RelatedEntity) o;
-        return Objects.equal(id, that.id)
-                && Objects.equal(type, that.type)
-                && Objects.equal(title, that.title)
-                && Objects.equal(websiteurl, that.websiteurl)
-                && Objects.equal(dateofacceptance, that.dateofacceptance)
-                && Objects.equal(publisher, that.publisher)
-                && Objects.equal(pid, that.pid)
-                && Objects.equal(codeRepositoryUrl, that.codeRepositoryUrl)
-                && Objects.equal(resulttype, that.resulttype)
-                && Objects.equal(collectedfrom, that.collectedfrom)
-                && Objects.equal(instances, that.instances)
-                && Objects.equal(officialname, that.officialname)
-                && Objects.equal(datasourcetype, that.datasourcetype)
-                && Objects.equal(datasourcetypeui, that.datasourcetypeui)
-                && Objects.equal(openairecompatibility, that.openairecompatibility)
-                && Objects.equal(legalname, that.legalname)
-                && Objects.equal(legalshortname, that.legalshortname)
-                && Objects.equal(country, that.country)
-                && Objects.equal(projectTitle, that.projectTitle)
-                && Objects.equal(code, that.code)
-                && Objects.equal(acronym, that.acronym)
-                && Objects.equal(contracttype, that.contracttype)
-                && Objects.equal(fundingtree, that.fundingtree);
-    }
+  @Override
+  public boolean equals(Object o) {
+    if (this == o) return true;
+    if (o == null || getClass() != o.getClass()) return false;
+    RelatedEntity that = (RelatedEntity) o;
+    return Objects.equal(id, that.id)
+        && Objects.equal(type, that.type)
+        && Objects.equal(title, that.title)
+        && Objects.equal(websiteurl, that.websiteurl)
+        && Objects.equal(dateofacceptance, that.dateofacceptance)
+        && Objects.equal(publisher, that.publisher)
+        && Objects.equal(pid, that.pid)
+        && Objects.equal(codeRepositoryUrl, that.codeRepositoryUrl)
+        && Objects.equal(resulttype, that.resulttype)
+        && Objects.equal(collectedfrom, that.collectedfrom)
+        && Objects.equal(instances, that.instances)
+        && Objects.equal(officialname, that.officialname)
+        && Objects.equal(datasourcetype, that.datasourcetype)
+        && Objects.equal(datasourcetypeui, that.datasourcetypeui)
+        && Objects.equal(openairecompatibility, that.openairecompatibility)
+        && Objects.equal(legalname, that.legalname)
+        && Objects.equal(legalshortname, that.legalshortname)
+        && Objects.equal(country, that.country)
+        && Objects.equal(projectTitle, that.projectTitle)
+        && Objects.equal(code, that.code)
+        && Objects.equal(acronym, that.acronym)
+        && Objects.equal(contracttype, that.contracttype)
+        && Objects.equal(fundingtree, that.fundingtree);
+  }
 
-    @Override
-    public int hashCode() {
-        return Objects.hashCode(
-                id,
-                type,
-                title,
-                websiteurl,
-                dateofacceptance,
-                publisher,
-                pid,
-                codeRepositoryUrl,
-                resulttype,
-                collectedfrom,
-                instances,
-                officialname,
-                datasourcetype,
-                datasourcetypeui,
-                openairecompatibility,
-                legalname,
-                legalshortname,
-                country,
-                projectTitle,
-                code,
-                acronym,
-                contracttype,
-                fundingtree);
-    }
+  @Override
+  public int hashCode() {
+    return Objects.hashCode(
+        id,
+        type,
+        title,
+        websiteurl,
+        dateofacceptance,
+        publisher,
+        pid,
+        codeRepositoryUrl,
+        resulttype,
+        collectedfrom,
+        instances,
+        officialname,
+        datasourcetype,
+        datasourcetypeui,
+        openairecompatibility,
+        legalname,
+        legalshortname,
+        country,
+        projectTitle,
+        code,
+        acronym,
+        contracttype,
+        fundingtree);
+  }
 }
diff --git a/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/model/SortableRelation.java b/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/model/SortableRelation.java
index 467bd20d51..0a35a9752d 100644
--- a/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/model/SortableRelation.java
+++ b/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/model/SortableRelation.java
@@ -8,27 +8,27 @@ import java.util.Map;
 
 public class SortableRelation extends Relation implements Comparable<Relation>, Serializable {
 
-    private static final Map<String, Integer> weights = Maps.newHashMap();
+  private static final Map<String, Integer> weights = Maps.newHashMap();
 
-    static {
-        weights.put("outcome", 0);
-        weights.put("supplement", 1);
-        weights.put("publicationDataset", 2);
-        weights.put("relationship", 3);
-        weights.put("similarity", 4);
-        weights.put("affiliation", 5);
+  static {
+    weights.put("outcome", 0);
+    weights.put("supplement", 1);
+    weights.put("publicationDataset", 2);
+    weights.put("relationship", 3);
+    weights.put("similarity", 4);
+    weights.put("affiliation", 5);
 
-        weights.put("provision", 6);
-        weights.put("participation", 7);
-        weights.put("dedup", 8);
-    }
+    weights.put("provision", 6);
+    weights.put("participation", 7);
+    weights.put("dedup", 8);
+  }
 
-    @Override
-    public int compareTo(Relation o) {
-        return ComparisonChain.start()
-                .compare(weights.get(getSubRelType()), weights.get(o.getSubRelType()))
-                .compare(getSource(), o.getSource())
-                .compare(getTarget(), o.getTarget())
-                .result();
-    }
+  @Override
+  public int compareTo(Relation o) {
+    return ComparisonChain.start()
+        .compare(weights.get(getSubRelType()), weights.get(o.getSubRelType()))
+        .compare(getSource(), o.getSource())
+        .compare(getTarget(), o.getTarget())
+        .result();
+  }
 }
diff --git a/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/model/Tuple2.java b/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/model/Tuple2.java
index 30de29038d..e7e4aea3cf 100644
--- a/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/model/Tuple2.java
+++ b/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/model/Tuple2.java
@@ -6,43 +6,43 @@ import java.util.Objects;
 
 public class Tuple2 implements Serializable {
 
-    private Relation relation;
+  private Relation relation;
 
-    private RelatedEntity relatedEntity;
+  private RelatedEntity relatedEntity;
 
-    public Tuple2() {}
+  public Tuple2() {}
 
-    public Tuple2(Relation relation, RelatedEntity relatedEntity) {
-        this.relation = relation;
-        this.relatedEntity = relatedEntity;
-    }
+  public Tuple2(Relation relation, RelatedEntity relatedEntity) {
+    this.relation = relation;
+    this.relatedEntity = relatedEntity;
+  }
 
-    public Relation getRelation() {
-        return relation;
-    }
+  public Relation getRelation() {
+    return relation;
+  }
 
-    public void setRelation(Relation relation) {
-        this.relation = relation;
-    }
+  public void setRelation(Relation relation) {
+    this.relation = relation;
+  }
 
-    public RelatedEntity getRelatedEntity() {
-        return relatedEntity;
-    }
+  public RelatedEntity getRelatedEntity() {
+    return relatedEntity;
+  }
 
-    public void setRelatedEntity(RelatedEntity relatedEntity) {
-        this.relatedEntity = relatedEntity;
-    }
+  public void setRelatedEntity(RelatedEntity relatedEntity) {
+    this.relatedEntity = relatedEntity;
+  }
 
-    @Override
-    public boolean equals(Object o) {
-        if (this == o) return true;
-        if (o == null || getClass() != o.getClass()) return false;
-        Tuple2 t2 = (Tuple2) o;
-        return getRelation().equals(t2.getRelation());
-    }
+  @Override
+  public boolean equals(Object o) {
+    if (this == o) return true;
+    if (o == null || getClass() != o.getClass()) return false;
+    Tuple2 t2 = (Tuple2) o;
+    return getRelation().equals(t2.getRelation());
+  }
 
-    @Override
-    public int hashCode() {
-        return Objects.hash(getRelation().hashCode());
-    }
+  @Override
+  public int hashCode() {
+    return Objects.hash(getRelation().hashCode());
+  }
 }
diff --git a/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/model/TypedRow.java b/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/model/TypedRow.java
index 01467ab7c5..01067707ef 100644
--- a/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/model/TypedRow.java
+++ b/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/model/TypedRow.java
@@ -5,56 +5,56 @@ import java.io.Serializable;
 
 public class TypedRow implements Serializable {
 
-    private String id;
+  private String id;
 
-    private Boolean deleted;
+  private Boolean deleted;
 
-    private String type;
+  private String type;
 
-    private String oaf;
+  private String oaf;
 
-    public String getId() {
-        return id;
-    }
+  public String getId() {
+    return id;
+  }
 
-    public void setId(String id) {
-        this.id = id;
-    }
+  public void setId(String id) {
+    this.id = id;
+  }
 
-    public Boolean getDeleted() {
-        return deleted;
-    }
+  public Boolean getDeleted() {
+    return deleted;
+  }
 
-    public void setDeleted(Boolean deleted) {
-        this.deleted = deleted;
-    }
+  public void setDeleted(Boolean deleted) {
+    this.deleted = deleted;
+  }
 
-    public String getType() {
-        return type;
-    }
+  public String getType() {
+    return type;
+  }
 
-    public void setType(String type) {
-        this.type = type;
-    }
+  public void setType(String type) {
+    this.type = type;
+  }
 
-    public String getOaf() {
-        return oaf;
-    }
+  public String getOaf() {
+    return oaf;
+  }
 
-    public void setOaf(String oaf) {
-        this.oaf = oaf;
-    }
+  public void setOaf(String oaf) {
+    this.oaf = oaf;
+  }
 
-    @Override
-    public boolean equals(Object o) {
-        if (this == o) return true;
-        if (o == null || getClass() != o.getClass()) return false;
-        TypedRow typedRow2 = (TypedRow) o;
-        return Objects.equal(id, typedRow2.id);
-    }
+  @Override
+  public boolean equals(Object o) {
+    if (this == o) return true;
+    if (o == null || getClass() != o.getClass()) return false;
+    TypedRow typedRow2 = (TypedRow) o;
+    return Objects.equal(id, typedRow2.id);
+  }
 
-    @Override
-    public int hashCode() {
-        return Objects.hashCode(id);
-    }
+  @Override
+  public int hashCode() {
+    return Objects.hashCode(id);
+  }
 }
diff --git a/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/utils/ContextDef.java b/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/utils/ContextDef.java
index f85606b2ee..dc61704458 100644
--- a/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/utils/ContextDef.java
+++ b/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/utils/ContextDef.java
@@ -4,48 +4,48 @@ import java.io.Serializable;
 
 public class ContextDef implements Serializable {
 
-    private String id;
-    private String label;
-    private String name;
-    private String type;
+  private String id;
+  private String label;
+  private String name;
+  private String type;
 
-    public ContextDef(final String id, final String label, final String name, final String type) {
-        super();
-        this.setId(id);
-        this.setLabel(label);
-        this.setName(name);
-        this.setType(type);
-    }
+  public ContextDef(final String id, final String label, final String name, final String type) {
+    super();
+    this.setId(id);
+    this.setLabel(label);
+    this.setName(name);
+    this.setType(type);
+  }
 
-    public String getLabel() {
-        return label;
-    }
+  public String getLabel() {
+    return label;
+  }
 
-    public void setLabel(final String label) {
-        this.label = label;
-    }
+  public void setLabel(final String label) {
+    this.label = label;
+  }
 
-    public String getId() {
-        return id;
-    }
+  public String getId() {
+    return id;
+  }
 
-    public void setId(final String id) {
-        this.id = id;
-    }
+  public void setId(final String id) {
+    this.id = id;
+  }
 
-    public String getName() {
-        return name;
-    }
+  public String getName() {
+    return name;
+  }
 
-    public void setName(final String name) {
-        this.name = name;
-    }
+  public void setName(final String name) {
+    this.name = name;
+  }
 
-    public String getType() {
-        return type;
-    }
+  public String getType() {
+    return type;
+  }
 
-    public void setType(final String type) {
-        this.type = type;
-    }
+  public void setType(final String type) {
+    this.type = type;
+  }
 }
diff --git a/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/utils/ContextMapper.java b/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/utils/ContextMapper.java
index fc71d8861d..d1d6521db6 100644
--- a/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/utils/ContextMapper.java
+++ b/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/utils/ContextMapper.java
@@ -14,33 +14,33 @@ import org.dom4j.io.SAXReader;
 
 public class ContextMapper extends HashMap<String, ContextDef> implements Serializable {
 
-    private static final long serialVersionUID = 2159682308502487305L;
+  private static final long serialVersionUID = 2159682308502487305L;
 
-    private static final String XQUERY =
-            "for $x in //RESOURCE_PROFILE[.//RESOURCE_TYPE/@value='ContextDSResourceType']//*[name()='context' or name()='category' or name()='concept'] return <entry id=\"{$x/@id}\" label=\"{$x/@label|$x/@name}\" name=\"{$x/name()}\" type=\"{$x/@type}\"/>";
+  private static final String XQUERY =
+      "for $x in //RESOURCE_PROFILE[.//RESOURCE_TYPE/@value='ContextDSResourceType']//*[name()='context' or name()='category' or name()='concept'] return <entry id=\"{$x/@id}\" label=\"{$x/@label|$x/@name}\" name=\"{$x/name()}\" type=\"{$x/@type}\"/>";
 
-    public static ContextMapper fromIS(final String isLookupUrl)
-            throws DocumentException, ISLookUpException {
-        ISLookUpService isLookUp = ISLookupClientFactory.getLookUpService(isLookupUrl);
-        StringBuilder sb = new StringBuilder("<ContextDSResources>");
-        Joiner.on("").appendTo(sb, isLookUp.quickSearchProfile(XQUERY));
-        sb.append("</ContextDSResources>");
-        return fromXml(sb.toString());
-    }
-
-    public static ContextMapper fromXml(final String xml) throws DocumentException {
-        final ContextMapper contextMapper = new ContextMapper();
-
-        final Document doc = new SAXReader().read(new StringReader(xml));
-        for (Object o : doc.selectNodes("//entry")) {
-            Node node = (Node) o;
-            String id = node.valueOf("./@id");
-            String label = node.valueOf("./@label");
-            String name = node.valueOf("./@name");
-            String type = node.valueOf("./@type") + "";
-
-            contextMapper.put(id, new ContextDef(id, label, name, type));
-        }
-        return contextMapper;
+  public static ContextMapper fromIS(final String isLookupUrl)
+      throws DocumentException, ISLookUpException {
+    ISLookUpService isLookUp = ISLookupClientFactory.getLookUpService(isLookupUrl);
+    StringBuilder sb = new StringBuilder("<ContextDSResources>");
+    Joiner.on("").appendTo(sb, isLookUp.quickSearchProfile(XQUERY));
+    sb.append("</ContextDSResources>");
+    return fromXml(sb.toString());
+  }
+
+  public static ContextMapper fromXml(final String xml) throws DocumentException {
+    final ContextMapper contextMapper = new ContextMapper();
+
+    final Document doc = new SAXReader().read(new StringReader(xml));
+    for (Object o : doc.selectNodes("//entry")) {
+      Node node = (Node) o;
+      String id = node.valueOf("./@id");
+      String label = node.valueOf("./@label");
+      String name = node.valueOf("./@name");
+      String type = node.valueOf("./@type") + "";
+
+      contextMapper.put(id, new ContextDef(id, label, name, type));
     }
+    return contextMapper;
+  }
 }
diff --git a/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/utils/GraphMappingUtils.java b/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/utils/GraphMappingUtils.java
index ebd33363b0..96ffb4c900 100644
--- a/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/utils/GraphMappingUtils.java
+++ b/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/utils/GraphMappingUtils.java
@@ -8,16 +8,16 @@ import java.util.Set;
 
 public class GraphMappingUtils {
 
-    public static final String SEPARATOR = "_";
+  public static final String SEPARATOR = "_";
 
-    public static Set<String> authorPidTypes = Sets.newHashSet("orcid", "magidentifier");
+  public static Set<String> authorPidTypes = Sets.newHashSet("orcid", "magidentifier");
 
-    public static String removePrefix(final String s) {
-        if (s.contains("|")) return substringAfter(s, "|");
-        return s;
-    }
+  public static String removePrefix(final String s) {
+    if (s.contains("|")) return substringAfter(s, "|");
+    return s;
+  }
 
-    public static String getRelDescriptor(String relType, String subRelType, String relClass) {
-        return relType + SEPARATOR + subRelType + SEPARATOR + relClass;
-    }
+  public static String getRelDescriptor(String relType, String subRelType, String relClass) {
+    return relType + SEPARATOR + subRelType + SEPARATOR + relClass;
+  }
 }
diff --git a/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/utils/LicenseComparator.java b/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/utils/LicenseComparator.java
index 9415cbd062..823997b6d6 100644
--- a/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/utils/LicenseComparator.java
+++ b/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/utils/LicenseComparator.java
@@ -5,43 +5,43 @@ import java.util.Comparator;
 
 public class LicenseComparator implements Comparator<Qualifier> {
 
-    @Override
-    public int compare(Qualifier left, Qualifier right) {
+  @Override
+  public int compare(Qualifier left, Qualifier right) {
 
-        if (left == null && right == null) return 0;
-        if (left == null) return 1;
-        if (right == null) return -1;
+    if (left == null && right == null) return 0;
+    if (left == null) return 1;
+    if (right == null) return -1;
 
-        String lClass = left.getClassid();
-        String rClass = right.getClassid();
+    String lClass = left.getClassid();
+    String rClass = right.getClassid();
 
-        if (lClass.equals(rClass)) return 0;
+    if (lClass.equals(rClass)) return 0;
 
-        if (lClass.equals("OPEN SOURCE")) return -1;
-        if (rClass.equals("OPEN SOURCE")) return 1;
+    if (lClass.equals("OPEN SOURCE")) return -1;
+    if (rClass.equals("OPEN SOURCE")) return 1;
 
-        if (lClass.equals("OPEN")) return -1;
-        if (rClass.equals("OPEN")) return 1;
+    if (lClass.equals("OPEN")) return -1;
+    if (rClass.equals("OPEN")) return 1;
 
-        if (lClass.equals("6MONTHS")) return -1;
-        if (rClass.equals("6MONTHS")) return 1;
+    if (lClass.equals("6MONTHS")) return -1;
+    if (rClass.equals("6MONTHS")) return 1;
 
-        if (lClass.equals("12MONTHS")) return -1;
-        if (rClass.equals("12MONTHS")) return 1;
+    if (lClass.equals("12MONTHS")) return -1;
+    if (rClass.equals("12MONTHS")) return 1;
 
-        if (lClass.equals("EMBARGO")) return -1;
-        if (rClass.equals("EMBARGO")) return 1;
+    if (lClass.equals("EMBARGO")) return -1;
+    if (rClass.equals("EMBARGO")) return 1;
 
-        if (lClass.equals("RESTRICTED")) return -1;
-        if (rClass.equals("RESTRICTED")) return 1;
+    if (lClass.equals("RESTRICTED")) return -1;
+    if (rClass.equals("RESTRICTED")) return 1;
 
-        if (lClass.equals("CLOSED")) return -1;
-        if (rClass.equals("CLOSED")) return 1;
+    if (lClass.equals("CLOSED")) return -1;
+    if (rClass.equals("CLOSED")) return 1;
 
-        if (lClass.equals("UNKNOWN")) return -1;
-        if (rClass.equals("UNKNOWN")) return 1;
+    if (lClass.equals("UNKNOWN")) return -1;
+    if (rClass.equals("UNKNOWN")) return 1;
 
-        // Else (but unlikely), lexicographical ordering will do.
-        return lClass.compareTo(rClass);
-    }
+    // Else (but unlikely), lexicographical ordering will do.
+    return lClass.compareTo(rClass);
+  }
 }
diff --git a/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/utils/RelationPartitioner.java b/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/utils/RelationPartitioner.java
index ca0a4ca513..6db8b12de7 100644
--- a/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/utils/RelationPartitioner.java
+++ b/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/utils/RelationPartitioner.java
@@ -11,20 +11,19 @@ import org.apache.spark.util.Utils;
  */
 public class RelationPartitioner extends Partitioner {
 
-    private int numPartitions;
+  private int numPartitions;
 
-    public RelationPartitioner(int numPartitions) {
-        this.numPartitions = numPartitions;
-    }
+  public RelationPartitioner(int numPartitions) {
+    this.numPartitions = numPartitions;
+  }
 
-    @Override
-    public int numPartitions() {
-        return numPartitions;
-    }
+  @Override
+  public int numPartitions() {
+    return numPartitions;
+  }
 
-    @Override
-    public int getPartition(Object key) {
-        return Utils.nonNegativeMod(
-                ((SortableRelation) key).getSource().hashCode(), numPartitions());
-    }
+  @Override
+  public int getPartition(Object key) {
+    return Utils.nonNegativeMod(((SortableRelation) key).getSource().hashCode(), numPartitions());
+  }
 }
diff --git a/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/utils/StreamingInputDocumentFactory.java b/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/utils/StreamingInputDocumentFactory.java
index e86d37fa1f..c472e6e85c 100644
--- a/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/utils/StreamingInputDocumentFactory.java
+++ b/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/utils/StreamingInputDocumentFactory.java
@@ -31,233 +31,232 @@ import org.apache.solr.common.SolrInputDocument;
  */
 public class StreamingInputDocumentFactory {
 
-    private static final String INDEX_FIELD_PREFIX = "__";
+  private static final String INDEX_FIELD_PREFIX = "__";
 
-    private static final String DS_VERSION = INDEX_FIELD_PREFIX + "dsversion";
+  private static final String DS_VERSION = INDEX_FIELD_PREFIX + "dsversion";
 
-    private static final String DS_ID = INDEX_FIELD_PREFIX + "dsid";
+  private static final String DS_ID = INDEX_FIELD_PREFIX + "dsid";
 
-    private static final String RESULT = "result";
+  private static final String RESULT = "result";
 
-    private static final String INDEX_RESULT = INDEX_FIELD_PREFIX + RESULT;
+  private static final String INDEX_RESULT = INDEX_FIELD_PREFIX + RESULT;
 
-    private static final String INDEX_RECORD_ID = INDEX_FIELD_PREFIX + "indexrecordidentifier";
+  private static final String INDEX_RECORD_ID = INDEX_FIELD_PREFIX + "indexrecordidentifier";
 
-    private static final String outFormat = new String("yyyy-MM-dd'T'hh:mm:ss'Z'");
+  private static final String outFormat = new String("yyyy-MM-dd'T'hh:mm:ss'Z'");
 
-    private static final List<String> dateFormats =
-            Arrays.asList(
-                    "yyyy-MM-dd'T'hh:mm:ss", "yyyy-MM-dd", "dd-MM-yyyy", "dd/MM/yyyy", "yyyy");
+  private static final List<String> dateFormats =
+      Arrays.asList("yyyy-MM-dd'T'hh:mm:ss", "yyyy-MM-dd", "dd-MM-yyyy", "dd/MM/yyyy", "yyyy");
 
-    private static final String DEFAULTDNETRESULT = "dnetResult";
+  private static final String DEFAULTDNETRESULT = "dnetResult";
 
-    private static final String TARGETFIELDS = "targetFields";
+  private static final String TARGETFIELDS = "targetFields";
 
-    private static final String INDEX_RECORD_ID_ELEMENT = "indexRecordIdentifier";
+  private static final String INDEX_RECORD_ID_ELEMENT = "indexRecordIdentifier";
 
-    private static final String ROOT_ELEMENT = "indexRecord";
+  private static final String ROOT_ELEMENT = "indexRecord";
 
-    private static final int MAX_FIELD_LENGTH = 25000;
+  private static final int MAX_FIELD_LENGTH = 25000;
 
-    private ThreadLocal<XMLInputFactory> inputFactory =
-            ThreadLocal.withInitial(() -> XMLInputFactory.newInstance());
+  private ThreadLocal<XMLInputFactory> inputFactory =
+      ThreadLocal.withInitial(() -> XMLInputFactory.newInstance());
 
-    private ThreadLocal<XMLOutputFactory> outputFactory =
-            ThreadLocal.withInitial(() -> XMLOutputFactory.newInstance());
+  private ThreadLocal<XMLOutputFactory> outputFactory =
+      ThreadLocal.withInitial(() -> XMLOutputFactory.newInstance());
 
-    private ThreadLocal<XMLEventFactory> eventFactory =
-            ThreadLocal.withInitial(() -> XMLEventFactory.newInstance());
+  private ThreadLocal<XMLEventFactory> eventFactory =
+      ThreadLocal.withInitial(() -> XMLEventFactory.newInstance());
 
-    private String version;
+  private String version;
 
-    private String dsId;
+  private String dsId;
 
-    private String resultName = DEFAULTDNETRESULT;
+  private String resultName = DEFAULTDNETRESULT;
 
-    public StreamingInputDocumentFactory(final String version, final String dsId) {
-        this(version, dsId, DEFAULTDNETRESULT);
+  public StreamingInputDocumentFactory(final String version, final String dsId) {
+    this(version, dsId, DEFAULTDNETRESULT);
+  }
+
+  public StreamingInputDocumentFactory(
+      final String version, final String dsId, final String resultName) {
+    this.version = version;
+    this.dsId = dsId;
+    this.resultName = resultName;
+  }
+
+  public SolrInputDocument parseDocument(final String inputDocument) {
+
+    final StringWriter results = new StringWriter();
+    final List<Namespace> nsList = Lists.newLinkedList();
+    try {
+
+      XMLEventReader parser =
+          inputFactory.get().createXMLEventReader(new StringReader(inputDocument));
+
+      final SolrInputDocument indexDocument = new SolrInputDocument(new HashMap<>());
+
+      while (parser.hasNext()) {
+        final XMLEvent event = parser.nextEvent();
+        if ((event != null) && event.isStartElement()) {
+          final String localName = event.asStartElement().getName().getLocalPart();
+
+          if (ROOT_ELEMENT.equals(localName)) {
+            nsList.addAll(getNamespaces(event));
+          } else if (INDEX_RECORD_ID_ELEMENT.equals(localName)) {
+            final XMLEvent text = parser.nextEvent();
+            String recordId = getText(text);
+            indexDocument.addField(INDEX_RECORD_ID, recordId);
+          } else if (TARGETFIELDS.equals(localName)) {
+            parseTargetFields(indexDocument, parser);
+          } else if (resultName.equals(localName)) {
+            copyResult(indexDocument, results, parser, nsList, resultName);
+          }
+        }
+      }
+
+      if (version != null) {
+        indexDocument.addField(DS_VERSION, version);
+      }
+
+      if (dsId != null) {
+        indexDocument.addField(DS_ID, dsId);
+      }
+
+      if (!indexDocument.containsKey(INDEX_RECORD_ID)) {
+        indexDocument.clear();
+        System.err.println("missing indexrecord id:\n" + inputDocument);
+      }
+
+      return indexDocument;
+    } catch (XMLStreamException e) {
+      return new SolrInputDocument();
+    }
+  }
+
+  private List<Namespace> getNamespaces(final XMLEvent event) {
+    final List<Namespace> res = Lists.newLinkedList();
+    @SuppressWarnings("unchecked")
+    Iterator<Namespace> nsIter = event.asStartElement().getNamespaces();
+    while (nsIter.hasNext()) {
+      Namespace ns = nsIter.next();
+      res.add(ns);
+    }
+    return res;
+  }
+
+  /**
+   * Parse the targetFields block and add fields to the solr document.
+   *
+   * @param indexDocument
+   * @param parser
+   * @throws XMLStreamException
+   */
+  protected void parseTargetFields(
+      final SolrInputDocument indexDocument, final XMLEventReader parser)
+      throws XMLStreamException {
+
+    boolean hasFields = false;
+
+    while (parser.hasNext()) {
+      final XMLEvent targetEvent = parser.nextEvent();
+      if (targetEvent.isEndElement()
+          && targetEvent.asEndElement().getName().getLocalPart().equals(TARGETFIELDS)) {
+        break;
+      }
+
+      if (targetEvent.isStartElement()) {
+        final String fieldName = targetEvent.asStartElement().getName().getLocalPart();
+        final XMLEvent text = parser.nextEvent();
+
+        String data = getText(text);
+
+        addField(indexDocument, fieldName, data);
+        hasFields = true;
+      }
     }
 
-    public StreamingInputDocumentFactory(
-            final String version, final String dsId, final String resultName) {
-        this.version = version;
-        this.dsId = dsId;
-        this.resultName = resultName;
+    if (!hasFields) {
+      indexDocument.clear();
+    }
+  }
+
+  /**
+   * Copy the /indexRecord/result element and children, preserving namespace declarations etc.
+   *
+   * @param indexDocument
+   * @param results
+   * @param parser
+   * @param nsList
+   * @throws XMLStreamException
+   */
+  protected void copyResult(
+      final SolrInputDocument indexDocument,
+      final StringWriter results,
+      final XMLEventReader parser,
+      final List<Namespace> nsList,
+      final String dnetResult)
+      throws XMLStreamException {
+    final XMLEventWriter writer = outputFactory.get().createXMLEventWriter(results);
+
+    for (Namespace ns : nsList) {
+      eventFactory.get().createNamespace(ns.getPrefix(), ns.getNamespaceURI());
     }
 
-    public SolrInputDocument parseDocument(final String inputDocument) {
+    StartElement newRecord =
+        eventFactory.get().createStartElement("", null, RESULT, null, nsList.iterator());
 
-        final StringWriter results = new StringWriter();
-        final List<Namespace> nsList = Lists.newLinkedList();
-        try {
+    // new root record
+    writer.add(newRecord);
 
-            XMLEventReader parser =
-                    inputFactory.get().createXMLEventReader(new StringReader(inputDocument));
+    // copy the rest as it is
+    while (parser.hasNext()) {
+      final XMLEvent resultEvent = parser.nextEvent();
 
-            final SolrInputDocument indexDocument = new SolrInputDocument(new HashMap<>());
+      // TODO: replace with depth tracking instead of close tag tracking.
+      if (resultEvent.isEndElement()
+          && resultEvent.asEndElement().getName().getLocalPart().equals(dnetResult)) {
+        writer.add(eventFactory.get().createEndElement("", null, RESULT));
+        break;
+      }
 
-            while (parser.hasNext()) {
-                final XMLEvent event = parser.nextEvent();
-                if ((event != null) && event.isStartElement()) {
-                    final String localName = event.asStartElement().getName().getLocalPart();
+      writer.add(resultEvent);
+    }
+    writer.close();
+    indexDocument.addField(INDEX_RESULT, results.toString());
+  }
 
-                    if (ROOT_ELEMENT.equals(localName)) {
-                        nsList.addAll(getNamespaces(event));
-                    } else if (INDEX_RECORD_ID_ELEMENT.equals(localName)) {
-                        final XMLEvent text = parser.nextEvent();
-                        String recordId = getText(text);
-                        indexDocument.addField(INDEX_RECORD_ID, recordId);
-                    } else if (TARGETFIELDS.equals(localName)) {
-                        parseTargetFields(indexDocument, parser);
-                    } else if (resultName.equals(localName)) {
-                        copyResult(indexDocument, results, parser, nsList, resultName);
-                    }
-                }
-            }
+  /**
+   * Helper used to add a field to a solr doc. It avoids to add empy fields
+   *
+   * @param indexDocument
+   * @param field
+   * @param value
+   */
+  private final void addField(
+      final SolrInputDocument indexDocument, final String field, final String value) {
+    String cleaned = value.trim();
+    if (!cleaned.isEmpty()) {
+      // log.info("\n\n adding field " + field.toLowerCase() + " value: " + cleaned + "\n");
+      indexDocument.addField(field.toLowerCase(), cleaned);
+    }
+  }
 
-            if (version != null) {
-                indexDocument.addField(DS_VERSION, version);
-            }
+  /**
+   * Helper used to get the string from a text element.
+   *
+   * @param text
+   * @return the
+   */
+  protected final String getText(final XMLEvent text) {
+    if (text.isEndElement()) // log.warn("skipping because isEndOfElement " +
+      // text.asEndElement().getName().getLocalPart());
+      return "";
 
-            if (dsId != null) {
-                indexDocument.addField(DS_ID, dsId);
-            }
-
-            if (!indexDocument.containsKey(INDEX_RECORD_ID)) {
-                indexDocument.clear();
-                System.err.println("missing indexrecord id:\n" + inputDocument);
-            }
-
-            return indexDocument;
-        } catch (XMLStreamException e) {
-            return new SolrInputDocument();
-        }
+    final String data = text.asCharacters().getData();
+    if (data != null && data.length() > MAX_FIELD_LENGTH) {
+      return data.substring(0, MAX_FIELD_LENGTH);
     }
 
-    private List<Namespace> getNamespaces(final XMLEvent event) {
-        final List<Namespace> res = Lists.newLinkedList();
-        @SuppressWarnings("unchecked")
-        Iterator<Namespace> nsIter = event.asStartElement().getNamespaces();
-        while (nsIter.hasNext()) {
-            Namespace ns = nsIter.next();
-            res.add(ns);
-        }
-        return res;
-    }
-
-    /**
-     * Parse the targetFields block and add fields to the solr document.
-     *
-     * @param indexDocument
-     * @param parser
-     * @throws XMLStreamException
-     */
-    protected void parseTargetFields(
-            final SolrInputDocument indexDocument, final XMLEventReader parser)
-            throws XMLStreamException {
-
-        boolean hasFields = false;
-
-        while (parser.hasNext()) {
-            final XMLEvent targetEvent = parser.nextEvent();
-            if (targetEvent.isEndElement()
-                    && targetEvent.asEndElement().getName().getLocalPart().equals(TARGETFIELDS)) {
-                break;
-            }
-
-            if (targetEvent.isStartElement()) {
-                final String fieldName = targetEvent.asStartElement().getName().getLocalPart();
-                final XMLEvent text = parser.nextEvent();
-
-                String data = getText(text);
-
-                addField(indexDocument, fieldName, data);
-                hasFields = true;
-            }
-        }
-
-        if (!hasFields) {
-            indexDocument.clear();
-        }
-    }
-
-    /**
-     * Copy the /indexRecord/result element and children, preserving namespace declarations etc.
-     *
-     * @param indexDocument
-     * @param results
-     * @param parser
-     * @param nsList
-     * @throws XMLStreamException
-     */
-    protected void copyResult(
-            final SolrInputDocument indexDocument,
-            final StringWriter results,
-            final XMLEventReader parser,
-            final List<Namespace> nsList,
-            final String dnetResult)
-            throws XMLStreamException {
-        final XMLEventWriter writer = outputFactory.get().createXMLEventWriter(results);
-
-        for (Namespace ns : nsList) {
-            eventFactory.get().createNamespace(ns.getPrefix(), ns.getNamespaceURI());
-        }
-
-        StartElement newRecord =
-                eventFactory.get().createStartElement("", null, RESULT, null, nsList.iterator());
-
-        // new root record
-        writer.add(newRecord);
-
-        // copy the rest as it is
-        while (parser.hasNext()) {
-            final XMLEvent resultEvent = parser.nextEvent();
-
-            // TODO: replace with depth tracking instead of close tag tracking.
-            if (resultEvent.isEndElement()
-                    && resultEvent.asEndElement().getName().getLocalPart().equals(dnetResult)) {
-                writer.add(eventFactory.get().createEndElement("", null, RESULT));
-                break;
-            }
-
-            writer.add(resultEvent);
-        }
-        writer.close();
-        indexDocument.addField(INDEX_RESULT, results.toString());
-    }
-
-    /**
-     * Helper used to add a field to a solr doc. It avoids to add empy fields
-     *
-     * @param indexDocument
-     * @param field
-     * @param value
-     */
-    private final void addField(
-            final SolrInputDocument indexDocument, final String field, final String value) {
-        String cleaned = value.trim();
-        if (!cleaned.isEmpty()) {
-            // log.info("\n\n adding field " + field.toLowerCase() + " value: " + cleaned + "\n");
-            indexDocument.addField(field.toLowerCase(), cleaned);
-        }
-    }
-
-    /**
-     * Helper used to get the string from a text element.
-     *
-     * @param text
-     * @return the
-     */
-    protected final String getText(final XMLEvent text) {
-        if (text.isEndElement()) // log.warn("skipping because isEndOfElement " +
-            // text.asEndElement().getName().getLocalPart());
-            return "";
-
-        final String data = text.asCharacters().getData();
-        if (data != null && data.length() > MAX_FIELD_LENGTH) {
-            return data.substring(0, MAX_FIELD_LENGTH);
-        }
-
-        return data;
-    }
+    return data;
+  }
 }
diff --git a/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/utils/TemplateFactory.java b/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/utils/TemplateFactory.java
index efb1dac6c8..7c919d952d 100644
--- a/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/utils/TemplateFactory.java
+++ b/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/utils/TemplateFactory.java
@@ -14,104 +14,100 @@ import org.stringtemplate.v4.ST;
 
 public class TemplateFactory {
 
-    private TemplateResources resources;
+  private TemplateResources resources;
 
-    private static final char DELIMITER = '$';
+  private static final char DELIMITER = '$';
 
-    public TemplateFactory() {
-        try {
-            resources = new TemplateResources();
-        } catch (IOException e) {
-            throw new IllegalStateException(e);
-        }
+  public TemplateFactory() {
+    try {
+      resources = new TemplateResources();
+    } catch (IOException e) {
+      throw new IllegalStateException(e);
     }
+  }
 
-    public String buildBody(
-            final String type,
-            final List<String> metadata,
-            final List<String> rels,
-            final List<String> children,
-            final List<String> extraInfo) {
-        ST body = getTemplate(resources.getEntity());
+  public String buildBody(
+      final String type,
+      final List<String> metadata,
+      final List<String> rels,
+      final List<String> children,
+      final List<String> extraInfo) {
+    ST body = getTemplate(resources.getEntity());
 
-        body.add("name", type);
-        body.add("metadata", metadata);
-        body.add("rels", rels);
-        body.add("children", children);
-        body.add("extrainfo", extraInfo);
+    body.add("name", type);
+    body.add("metadata", metadata);
+    body.add("rels", rels);
+    body.add("children", children);
+    body.add("extrainfo", extraInfo);
 
-        return body.render();
-    }
+    return body.render();
+  }
 
-    public String getChild(final String name, final String id, final List<String> metadata) {
-        return getTemplate(resources.getChild())
-                .add("name", name)
-                .add("hasId", !(id == null))
-                .add("id", id != null ? escapeXml(removePrefix(id)) : "")
-                .add("metadata", metadata)
-                .render();
-    }
+  public String getChild(final String name, final String id, final List<String> metadata) {
+    return getTemplate(resources.getChild())
+        .add("name", name)
+        .add("hasId", !(id == null))
+        .add("id", id != null ? escapeXml(removePrefix(id)) : "")
+        .add("metadata", metadata)
+        .render();
+  }
 
-    public String buildRecord(
-            final OafEntity entity, final String schemaLocation, final String body) {
-        return getTemplate(resources.getRecord())
-                .add("id", escapeXml(removePrefix(entity.getId())))
-                .add("dateofcollection", entity.getDateofcollection())
-                .add("dateoftransformation", entity.getDateoftransformation())
-                .add("schemaLocation", schemaLocation)
-                .add("it", body)
-                .render();
-    }
+  public String buildRecord(
+      final OafEntity entity, final String schemaLocation, final String body) {
+    return getTemplate(resources.getRecord())
+        .add("id", escapeXml(removePrefix(entity.getId())))
+        .add("dateofcollection", entity.getDateofcollection())
+        .add("dateoftransformation", entity.getDateoftransformation())
+        .add("schemaLocation", schemaLocation)
+        .add("it", body)
+        .render();
+  }
 
-    public String getRel(
-            final String type,
-            final String objIdentifier,
-            final Collection<String> fields,
-            final String semanticclass,
-            final String semantischeme,
-            final DataInfo info) {
-        return getTemplate(resources.getRel())
-                .add("type", type)
-                .add("objIdentifier", escapeXml(removePrefix(objIdentifier)))
-                .add("class", semanticclass)
-                .add("scheme", semantischeme)
-                .add("metadata", fields)
-                .add("inferred", info.getInferred())
-                .add("trust", info.getTrust())
-                .add("inferenceprovenance", info.getInferenceprovenance())
-                .add(
-                        "provenanceaction",
-                        info.getProvenanceaction() != null
-                                ? info.getProvenanceaction().getClassid()
-                                : "")
-                .render();
-    }
+  public String getRel(
+      final String type,
+      final String objIdentifier,
+      final Collection<String> fields,
+      final String semanticclass,
+      final String semantischeme,
+      final DataInfo info) {
+    return getTemplate(resources.getRel())
+        .add("type", type)
+        .add("objIdentifier", escapeXml(removePrefix(objIdentifier)))
+        .add("class", semanticclass)
+        .add("scheme", semantischeme)
+        .add("metadata", fields)
+        .add("inferred", info.getInferred())
+        .add("trust", info.getTrust())
+        .add("inferenceprovenance", info.getInferenceprovenance())
+        .add(
+            "provenanceaction",
+            info.getProvenanceaction() != null ? info.getProvenanceaction().getClassid() : "")
+        .render();
+  }
 
-    public String getInstance(
-            final String resultId,
-            final List<String> instancemetadata,
-            final List<String> webresources) {
-        return getTemplate(resources.getInstance())
-                .add("instanceId", escapeXml(removePrefix(resultId)))
-                .add("metadata", instancemetadata)
-                .add(
-                        "webresources",
-                        webresources.stream()
-                                .filter(StringUtils::isNotBlank)
-                                .map(w -> getWebResource(w))
-                                .collect(Collectors.toList()))
-                .render();
-    }
+  public String getInstance(
+      final String resultId, final List<String> instancemetadata, final List<String> webresources) {
+    return getTemplate(resources.getInstance())
+        .add("instanceId", escapeXml(removePrefix(resultId)))
+        .add("metadata", instancemetadata)
+        .add(
+            "webresources",
+            webresources.stream()
+                .filter(StringUtils::isNotBlank)
+                .map(w -> getWebResource(w))
+                .collect(Collectors.toList()))
+        .render();
+  }
 
-    private String getWebResource(final String identifier) {
-        return getTemplate(resources.getWebresource())
-                .add("identifier", escapeXml(identifier))
-                .render();
-    }
+  private String getWebResource(final String identifier) {
+    return getTemplate(resources.getWebresource())
+        .add("identifier", escapeXml(identifier))
+        .render();
+  }
 
-    // HELPERS
+  // HELPERS
 
-    private ST getTemplate(final String res) {
-        return new ST(res, DELIMITER, DELIMITER);
-    }
+  private ST getTemplate(final String res) {
+    return new ST(res, DELIMITER, DELIMITER);
+  }
 }
diff --git a/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/utils/TemplateResources.java b/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/utils/TemplateResources.java
index ff7d9e3220..3ffc33bd8e 100644
--- a/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/utils/TemplateResources.java
+++ b/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/utils/TemplateResources.java
@@ -6,45 +6,45 @@ import java.nio.charset.StandardCharsets;
 
 public class TemplateResources {
 
-    private String record = read("eu/dnetlib/dhp/oa/provision/template/record.st");
+  private String record = read("eu/dnetlib/dhp/oa/provision/template/record.st");
 
-    private String instance = read("eu/dnetlib/dhp/oa/provision/template/instance.st");
+  private String instance = read("eu/dnetlib/dhp/oa/provision/template/instance.st");
 
-    private String rel = read("eu/dnetlib/dhp/oa/provision/template/rel.st");
+  private String rel = read("eu/dnetlib/dhp/oa/provision/template/rel.st");
 
-    private String webresource = read("eu/dnetlib/dhp/oa/provision/template/webresource.st");
+  private String webresource = read("eu/dnetlib/dhp/oa/provision/template/webresource.st");
 
-    private String child = read("eu/dnetlib/dhp/oa/provision/template/child.st");
+  private String child = read("eu/dnetlib/dhp/oa/provision/template/child.st");
 
-    private String entity = read("eu/dnetlib/dhp/oa/provision/template/entity.st");
+  private String entity = read("eu/dnetlib/dhp/oa/provision/template/entity.st");
 
-    private static String read(final String classpathResource) throws IOException {
-        return Resources.toString(Resources.getResource(classpathResource), StandardCharsets.UTF_8);
-    }
+  private static String read(final String classpathResource) throws IOException {
+    return Resources.toString(Resources.getResource(classpathResource), StandardCharsets.UTF_8);
+  }
 
-    public TemplateResources() throws IOException {}
+  public TemplateResources() throws IOException {}
 
-    public String getEntity() {
-        return entity;
-    }
+  public String getEntity() {
+    return entity;
+  }
 
-    public String getRecord() {
-        return record;
-    }
+  public String getRecord() {
+    return record;
+  }
 
-    public String getInstance() {
-        return instance;
-    }
+  public String getInstance() {
+    return instance;
+  }
 
-    public String getRel() {
-        return rel;
-    }
+  public String getRel() {
+    return rel;
+  }
 
-    public String getWebresource() {
-        return webresource;
-    }
+  public String getWebresource() {
+    return webresource;
+  }
 
-    public String getChild() {
-        return child;
-    }
+  public String getChild() {
+    return child;
+  }
 }
diff --git a/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/utils/XmlRecordFactory.java b/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/utils/XmlRecordFactory.java
index 874c34c090..52a5094099 100644
--- a/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/utils/XmlRecordFactory.java
+++ b/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/utils/XmlRecordFactory.java
@@ -42,1351 +42,1128 @@ import org.dom4j.io.XMLWriter;
 
 public class XmlRecordFactory implements Serializable {
 
-    public static final String REL_SUBTYPE_DEDUP = "dedup";
-    private Map<String, LongAccumulator> accumulators;
+  public static final String REL_SUBTYPE_DEDUP = "dedup";
+  private Map<String, LongAccumulator> accumulators;
 
-    private Set<String> specialDatasourceTypes;
+  private Set<String> specialDatasourceTypes;
 
-    private ContextMapper contextMapper;
+  private ContextMapper contextMapper;
 
-    private String schemaLocation;
+  private String schemaLocation;
 
-    private boolean indent = false;
+  private boolean indent = false;
 
-    private static final ObjectMapper OBJECT_MAPPER = new ObjectMapper();
+  private static final ObjectMapper OBJECT_MAPPER = new ObjectMapper();
 
-    public XmlRecordFactory(
-            final ContextMapper contextMapper,
-            final boolean indent,
-            final String schemaLocation,
-            final String otherDatasourceTypesUForUI) {
+  public XmlRecordFactory(
+      final ContextMapper contextMapper,
+      final boolean indent,
+      final String schemaLocation,
+      final String otherDatasourceTypesUForUI) {
 
-        this(Maps.newHashMap(), contextMapper, indent, schemaLocation, otherDatasourceTypesUForUI);
+    this(Maps.newHashMap(), contextMapper, indent, schemaLocation, otherDatasourceTypesUForUI);
+  }
+
+  public XmlRecordFactory(
+      final Map<String, LongAccumulator> accumulators,
+      final ContextMapper contextMapper,
+      final boolean indent,
+      final String schemaLocation,
+      final String otherDatasourceTypesUForUI) {
+
+    this.accumulators = accumulators;
+    this.contextMapper = contextMapper;
+    this.schemaLocation = schemaLocation;
+    this.specialDatasourceTypes =
+        Sets.newHashSet(Splitter.on(",").trimResults().split(otherDatasourceTypesUForUI));
+
+    this.indent = indent;
+  }
+
+  public String build(final JoinedEntity je) {
+
+    final Set<String> contexts = Sets.newHashSet();
+
+    final OafEntity entity = toOafEntity(je.getEntity());
+    TemplateFactory templateFactory = new TemplateFactory();
+    try {
+      final EntityType type = EntityType.valueOf(je.getEntity().getType());
+      final List<String> metadata = metadata(type, entity, contexts);
+
+      // rels has to be processed before the contexts because they enrich the contextMap with
+      // the
+      // funding info.
+      final List<String> relations =
+          je.getLinks().stream()
+              .filter(t -> !REL_SUBTYPE_DEDUP.equalsIgnoreCase(t.getRelation().getSubRelType()))
+              .map(link -> mapRelation(link, templateFactory, contexts))
+              .collect(Collectors.toCollection(ArrayList::new));
+
+      final String mainType = ModelSupport.getMainType(type);
+      metadata.addAll(buildContexts(mainType, contexts));
+      metadata.add(XmlSerializationUtils.parseDataInfo(entity.getDataInfo()));
+
+      final String body =
+          templateFactory.buildBody(
+              mainType,
+              metadata,
+              relations,
+              listChildren(entity, je, templateFactory),
+              listExtraInfo(entity));
+
+      return printXML(templateFactory.buildRecord(entity, schemaLocation, body), indent);
+    } catch (final Throwable e) {
+      throw new RuntimeException(String.format("error building record '%s'", entity.getId()), e);
+    }
+  }
+
+  private static OafEntity toOafEntity(TypedRow typedRow) {
+    return parseOaf(typedRow.getOaf(), typedRow.getType());
+  }
+
+  private static OafEntity parseOaf(final String json, final String type) {
+    try {
+      switch (EntityType.valueOf(type)) {
+        case publication:
+          return OBJECT_MAPPER.readValue(json, Publication.class);
+        case dataset:
+          return OBJECT_MAPPER.readValue(json, Dataset.class);
+        case otherresearchproduct:
+          return OBJECT_MAPPER.readValue(json, OtherResearchProduct.class);
+        case software:
+          return OBJECT_MAPPER.readValue(json, Software.class);
+        case datasource:
+          return OBJECT_MAPPER.readValue(json, Datasource.class);
+        case organization:
+          return OBJECT_MAPPER.readValue(json, Organization.class);
+        case project:
+          return OBJECT_MAPPER.readValue(json, Project.class);
+        default:
+          throw new IllegalArgumentException("invalid type: " + type);
+      }
+    } catch (IOException e) {
+      throw new IllegalArgumentException(e);
+    }
+  }
+
+  private String printXML(String xml, boolean indent) {
+    try {
+      final Document doc = new SAXReader().read(new StringReader(xml));
+      OutputFormat format =
+          indent ? OutputFormat.createPrettyPrint() : OutputFormat.createCompactFormat();
+      format.setExpandEmptyElements(false);
+      format.setSuppressDeclaration(true);
+      StringWriter sw = new StringWriter();
+      XMLWriter writer = new XMLWriter(sw, format);
+      writer.write(doc);
+      return sw.toString();
+    } catch (IOException | DocumentException e) {
+      throw new IllegalArgumentException("Unable to indent XML. Invalid record:\n" + xml, e);
+    }
+  }
+
+  private List<String> metadata(
+      final EntityType type, final OafEntity entity, final Set<String> contexts) {
+
+    final List<String> metadata = Lists.newArrayList();
+
+    if (entity.getCollectedfrom() != null) {
+      metadata.addAll(
+          entity.getCollectedfrom().stream()
+              .map(kv -> XmlSerializationUtils.mapKeyValue("collectedfrom", kv))
+              .collect(Collectors.toList()));
+    }
+    if (entity.getOriginalId() != null) {
+      metadata.addAll(
+          entity.getOriginalId().stream()
+              .map(s -> XmlSerializationUtils.asXmlElement("originalId", s))
+              .collect(Collectors.toList()));
+    }
+    if (entity.getPid() != null) {
+      metadata.addAll(
+          entity.getPid().stream()
+              .map(p -> XmlSerializationUtils.mapStructuredProperty("pid", p))
+              .collect(Collectors.toList()));
     }
 
-    public XmlRecordFactory(
-            final Map<String, LongAccumulator> accumulators,
-            final ContextMapper contextMapper,
-            final boolean indent,
-            final String schemaLocation,
-            final String otherDatasourceTypesUForUI) {
+    if (ModelSupport.isResult(type)) {
+      final Result r = (Result) entity;
 
-        this.accumulators = accumulators;
-        this.contextMapper = contextMapper;
-        this.schemaLocation = schemaLocation;
-        this.specialDatasourceTypes =
-                Sets.newHashSet(Splitter.on(",").trimResults().split(otherDatasourceTypesUForUI));
+      if (r.getContext() != null) {
+        contexts.addAll(r.getContext().stream().map(c -> c.getId()).collect(Collectors.toList()));
+        /* FIXME: Workaround for CLARIN mining issue: #3670#note-29 */
+        if (contexts.contains("dh-ch::subcommunity::2")) {
+          contexts.add("clarin");
+        }
+      }
 
-        this.indent = indent;
-    }
-
-    public String build(final JoinedEntity je) {
-
-        final Set<String> contexts = Sets.newHashSet();
-
-        final OafEntity entity = toOafEntity(je.getEntity());
-        TemplateFactory templateFactory = new TemplateFactory();
-        try {
-            final EntityType type = EntityType.valueOf(je.getEntity().getType());
-            final List<String> metadata = metadata(type, entity, contexts);
-
-            // rels has to be processed before the contexts because they enrich the contextMap with
-            // the
-            // funding info.
-            final List<String> relations =
-                    je.getLinks().stream()
+      if (r.getTitle() != null) {
+        metadata.addAll(
+            r.getTitle().stream()
+                .map(t -> XmlSerializationUtils.mapStructuredProperty("title", t))
+                .collect(Collectors.toList()));
+      }
+      if (r.getBestaccessright() != null) {
+        metadata.add(XmlSerializationUtils.mapQualifier("bestaccessright", r.getBestaccessright()));
+      }
+      if (r.getAuthor() != null) {
+        metadata.addAll(
+            r.getAuthor().stream()
+                .map(
+                    a -> {
+                      final StringBuilder sb =
+                          new StringBuilder("<creator rank=\"" + a.getRank() + "\"");
+                      if (isNotBlank(a.getName())) {
+                        sb.append(" name=\"" + XmlSerializationUtils.escapeXml(a.getName()) + "\"");
+                      }
+                      if (isNotBlank(a.getSurname())) {
+                        sb.append(
+                            " surname=\"" + XmlSerializationUtils.escapeXml(a.getSurname()) + "\"");
+                      }
+                      if (a.getPid() != null) {
+                        a.getPid().stream()
                             .filter(
-                                    t ->
-                                            !REL_SUBTYPE_DEDUP.equalsIgnoreCase(
-                                                    t.getRelation().getSubRelType()))
-                            .map(link -> mapRelation(link, templateFactory, contexts))
-                            .collect(Collectors.toCollection(ArrayList::new));
+                                sp ->
+                                    isNotBlank(sp.getQualifier().getClassid())
+                                        && isNotBlank(sp.getValue()))
+                            .forEach(
+                                sp -> {
+                                  String pidType =
+                                      XmlSerializationUtils.escapeXml(
+                                              sp.getQualifier().getClassid())
+                                          .replaceAll("\\W", "");
+                                  String pidValue = XmlSerializationUtils.escapeXml(sp.getValue());
 
-            final String mainType = ModelSupport.getMainType(type);
-            metadata.addAll(buildContexts(mainType, contexts));
-            metadata.add(XmlSerializationUtils.parseDataInfo(entity.getDataInfo()));
+                                  // ugly hack: some records
+                                  // provide swapped pidtype and
+                                  // pidvalue
+                                  if (authorPidTypes.contains(pidValue.toLowerCase().trim())) {
+                                    sb.append(String.format(" %s=\"%s\"", pidValue, pidType));
+                                  } else {
+                                    pidType = pidType.replaceAll("\\W", "").replaceAll("\\d", "");
+                                    if (isNotBlank(pidType)) {
+                                      sb.append(
+                                          String.format(
+                                              " %s=\"%s\"",
+                                              pidType,
+                                              pidValue.toLowerCase().replaceAll("orcid", "")));
+                                    }
+                                  }
+                                });
+                      }
+                      sb.append(
+                          ">" + XmlSerializationUtils.escapeXml(a.getFullname()) + "</creator>");
+                      return sb.toString();
+                    })
+                .collect(Collectors.toList()));
+      }
+      if (r.getContributor() != null) {
+        metadata.addAll(
+            r.getContributor().stream()
+                .map(c -> XmlSerializationUtils.asXmlElement("contributor", c.getValue()))
+                .collect(Collectors.toList()));
+      }
+      if (r.getCountry() != null) {
+        metadata.addAll(
+            r.getCountry().stream()
+                .map(c -> XmlSerializationUtils.mapQualifier("country", c))
+                .collect(Collectors.toList()));
+      }
+      if (r.getCoverage() != null) {
+        metadata.addAll(
+            r.getCoverage().stream()
+                .map(c -> XmlSerializationUtils.asXmlElement("coverage", c.getValue()))
+                .collect(Collectors.toList()));
+      }
+      if (r.getDateofacceptance() != null) {
+        metadata.add(
+            XmlSerializationUtils.asXmlElement(
+                "dateofacceptance", r.getDateofacceptance().getValue()));
+      }
+      if (r.getDescription() != null) {
+        metadata.addAll(
+            r.getDescription().stream()
+                .map(c -> XmlSerializationUtils.asXmlElement("description", c.getValue()))
+                .collect(Collectors.toList()));
+      }
+      if (r.getEmbargoenddate() != null) {
+        metadata.add(
+            XmlSerializationUtils.asXmlElement("embargoenddate", r.getEmbargoenddate().getValue()));
+      }
+      if (r.getSubject() != null) {
+        metadata.addAll(
+            r.getSubject().stream()
+                .map(s -> XmlSerializationUtils.mapStructuredProperty("subject", s))
+                .collect(Collectors.toList()));
+      }
+      if (r.getLanguage() != null) {
+        metadata.add(XmlSerializationUtils.mapQualifier("language", r.getLanguage()));
+      }
+      if (r.getRelevantdate() != null) {
+        metadata.addAll(
+            r.getRelevantdate().stream()
+                .map(s -> XmlSerializationUtils.mapStructuredProperty("relevantdate", s))
+                .collect(Collectors.toList()));
+      }
+      if (r.getPublisher() != null) {
+        metadata.add(XmlSerializationUtils.asXmlElement("publisher", r.getPublisher().getValue()));
+      }
+      if (r.getSource() != null) {
+        metadata.addAll(
+            r.getSource().stream()
+                .map(c -> XmlSerializationUtils.asXmlElement("source", c.getValue()))
+                .collect(Collectors.toList()));
+      }
+      if (r.getFormat() != null) {
+        metadata.addAll(
+            r.getFormat().stream()
+                .map(c -> XmlSerializationUtils.asXmlElement("format", c.getValue()))
+                .collect(Collectors.toList()));
+      }
+      if (r.getResulttype() != null) {
+        metadata.add(XmlSerializationUtils.mapQualifier("resulttype", r.getResulttype()));
+      }
+      if (r.getResourcetype() != null) {
+        metadata.add(XmlSerializationUtils.mapQualifier("resourcetype", r.getResourcetype()));
+      }
+    }
 
-            final String body =
-                    templateFactory.buildBody(
-                            mainType,
-                            metadata,
-                            relations,
-                            listChildren(entity, je, templateFactory),
-                            listExtraInfo(entity));
+    switch (type) {
+      case publication:
+        final Publication pub = (Publication) entity;
 
-            return printXML(templateFactory.buildRecord(entity, schemaLocation, body), indent);
-        } catch (final Throwable e) {
-            throw new RuntimeException(
-                    String.format("error building record '%s'", entity.getId()), e);
+        if (pub.getJournal() != null) {
+          final Journal j = pub.getJournal();
+          metadata.add(XmlSerializationUtils.mapJournal(j));
         }
+
+        break;
+      case dataset:
+        final Dataset d = (Dataset) entity;
+        if (d.getDevice() != null) {
+          metadata.add(XmlSerializationUtils.asXmlElement("device", d.getDevice().getValue()));
+        }
+        if (d.getLastmetadataupdate() != null) {
+          metadata.add(
+              XmlSerializationUtils.asXmlElement(
+                  "lastmetadataupdate", d.getLastmetadataupdate().getValue()));
+        }
+        if (d.getMetadataversionnumber() != null) {
+          metadata.add(
+              XmlSerializationUtils.asXmlElement(
+                  "metadataversionnumber", d.getMetadataversionnumber().getValue()));
+        }
+        if (d.getSize() != null) {
+          metadata.add(XmlSerializationUtils.asXmlElement("size", d.getSize().getValue()));
+        }
+        if (d.getStoragedate() != null) {
+          metadata.add(
+              XmlSerializationUtils.asXmlElement("storagedate", d.getStoragedate().getValue()));
+        }
+        if (d.getVersion() != null) {
+          metadata.add(XmlSerializationUtils.asXmlElement("version", d.getVersion().getValue()));
+        }
+        // TODO d.getGeolocation()
+
+        break;
+      case otherresearchproduct:
+        final OtherResearchProduct orp = (OtherResearchProduct) entity;
+
+        if (orp.getContactperson() != null) {
+          metadata.addAll(
+              orp.getContactperson().stream()
+                  .map(c -> XmlSerializationUtils.asXmlElement("contactperson", c.getValue()))
+                  .collect(Collectors.toList()));
+        }
+
+        if (orp.getContactgroup() != null) {
+          metadata.addAll(
+              orp.getContactgroup().stream()
+                  .map(c -> XmlSerializationUtils.asXmlElement("contactgroup", c.getValue()))
+                  .collect(Collectors.toList()));
+        }
+        if (orp.getTool() != null) {
+          metadata.addAll(
+              orp.getTool().stream()
+                  .map(c -> XmlSerializationUtils.asXmlElement("tool", c.getValue()))
+                  .collect(Collectors.toList()));
+        }
+        break;
+      case software:
+        final Software s = (Software) entity;
+
+        if (s.getDocumentationUrl() != null) {
+          metadata.addAll(
+              s.getDocumentationUrl().stream()
+                  .map(c -> XmlSerializationUtils.asXmlElement("documentationUrl", c.getValue()))
+                  .collect(Collectors.toList()));
+        }
+        if (s.getLicense() != null) {
+          metadata.addAll(
+              s.getLicense().stream()
+                  .map(l -> XmlSerializationUtils.mapStructuredProperty("license", l))
+                  .collect(Collectors.toList()));
+        }
+        if (s.getCodeRepositoryUrl() != null) {
+          metadata.add(
+              XmlSerializationUtils.asXmlElement(
+                  "codeRepositoryUrl", s.getCodeRepositoryUrl().getValue()));
+        }
+        if (s.getProgrammingLanguage() != null) {
+          metadata.add(
+              XmlSerializationUtils.mapQualifier(
+                  "programmingLanguage", s.getProgrammingLanguage()));
+        }
+        break;
+      case datasource:
+        final Datasource ds = (Datasource) entity;
+
+        if (ds.getDatasourcetype() != null) {
+          mapDatasourceType(metadata, ds.getDatasourcetype());
+        }
+        if (ds.getOpenairecompatibility() != null) {
+          metadata.add(
+              XmlSerializationUtils.mapQualifier(
+                  "openairecompatibility", ds.getOpenairecompatibility()));
+        }
+        if (ds.getOfficialname() != null) {
+          metadata.add(
+              XmlSerializationUtils.asXmlElement("officialname", ds.getOfficialname().getValue()));
+        }
+        if (ds.getEnglishname() != null) {
+          metadata.add(
+              XmlSerializationUtils.asXmlElement("englishname", ds.getEnglishname().getValue()));
+        }
+        if (ds.getWebsiteurl() != null) {
+          metadata.add(
+              XmlSerializationUtils.asXmlElement("websiteurl", ds.getWebsiteurl().getValue()));
+        }
+        if (ds.getLogourl() != null) {
+          metadata.add(XmlSerializationUtils.asXmlElement("logourl", ds.getLogourl().getValue()));
+        }
+        if (ds.getContactemail() != null) {
+          metadata.add(
+              XmlSerializationUtils.asXmlElement("contactemail", ds.getContactemail().getValue()));
+        }
+        if (ds.getNamespaceprefix() != null) {
+          metadata.add(
+              XmlSerializationUtils.asXmlElement(
+                  "namespaceprefix", ds.getNamespaceprefix().getValue()));
+        }
+        if (ds.getLatitude() != null) {
+          metadata.add(XmlSerializationUtils.asXmlElement("latitude", ds.getLatitude().getValue()));
+        }
+        if (ds.getLongitude() != null) {
+          metadata.add(
+              XmlSerializationUtils.asXmlElement("longitude", ds.getLongitude().getValue()));
+        }
+        if (ds.getDateofvalidation() != null) {
+          metadata.add(
+              XmlSerializationUtils.asXmlElement(
+                  "dateofvalidation", ds.getDateofvalidation().getValue()));
+        }
+        if (ds.getDescription() != null) {
+          metadata.add(
+              XmlSerializationUtils.asXmlElement("description", ds.getDescription().getValue()));
+        }
+        if (ds.getOdnumberofitems() != null) {
+          metadata.add(
+              XmlSerializationUtils.asXmlElement(
+                  "odnumberofitems", ds.getOdnumberofitems().getValue()));
+        }
+        if (ds.getOdnumberofitemsdate() != null) {
+          metadata.add(
+              XmlSerializationUtils.asXmlElement(
+                  "odnumberofitemsdate", ds.getOdnumberofitemsdate().getValue()));
+        }
+        if (ds.getOdpolicies() != null) {
+          metadata.add(
+              XmlSerializationUtils.asXmlElement("odpolicies", ds.getOdpolicies().getValue()));
+        }
+        if (ds.getOdlanguages() != null) {
+          metadata.addAll(
+              ds.getOdlanguages().stream()
+                  .map(c -> XmlSerializationUtils.asXmlElement("odlanguages", c.getValue()))
+                  .collect(Collectors.toList()));
+        }
+        if (ds.getOdcontenttypes() != null) {
+          metadata.addAll(
+              ds.getOdcontenttypes().stream()
+                  .map(c -> XmlSerializationUtils.asXmlElement("odcontenttypes", c.getValue()))
+                  .collect(Collectors.toList()));
+        }
+        if (ds.getAccessinfopackage() != null) {
+          metadata.addAll(
+              ds.getAccessinfopackage().stream()
+                  .map(c -> XmlSerializationUtils.asXmlElement("accessinfopackage", c.getValue()))
+                  .collect(Collectors.toList()));
+        }
+        if (ds.getReleaseenddate() != null) {
+          metadata.add(
+              XmlSerializationUtils.asXmlElement(
+                  "releasestartdate", ds.getReleaseenddate().getValue()));
+        }
+        if (ds.getReleaseenddate() != null) {
+          metadata.add(
+              XmlSerializationUtils.asXmlElement(
+                  "releaseenddate", ds.getReleaseenddate().getValue()));
+        }
+        if (ds.getMissionstatementurl() != null) {
+          metadata.add(
+              XmlSerializationUtils.asXmlElement(
+                  "missionstatementurl", ds.getMissionstatementurl().getValue()));
+        }
+        if (ds.getDataprovider() != null) {
+          metadata.add(
+              XmlSerializationUtils.asXmlElement(
+                  "dataprovider", ds.getDataprovider().getValue().toString()));
+        }
+        if (ds.getServiceprovider() != null) {
+          metadata.add(
+              XmlSerializationUtils.asXmlElement(
+                  "serviceprovider", ds.getServiceprovider().getValue().toString()));
+        }
+        if (ds.getDatabaseaccesstype() != null) {
+          metadata.add(
+              XmlSerializationUtils.asXmlElement(
+                  "databaseaccesstype", ds.getDatabaseaccesstype().getValue()));
+        }
+        if (ds.getDatauploadtype() != null) {
+          metadata.add(
+              XmlSerializationUtils.asXmlElement(
+                  "datauploadtype", ds.getDatauploadtype().getValue()));
+        }
+        if (ds.getDatabaseaccessrestriction() != null) {
+          metadata.add(
+              XmlSerializationUtils.asXmlElement(
+                  "databaseaccessrestriction", ds.getDatabaseaccessrestriction().getValue()));
+        }
+        if (ds.getDatauploadrestriction() != null) {
+          metadata.add(
+              XmlSerializationUtils.asXmlElement(
+                  "datauploadrestriction", ds.getDatauploadrestriction().getValue()));
+        }
+        if (ds.getVersioning() != null) {
+          metadata.add(
+              XmlSerializationUtils.asXmlElement(
+                  "versioning", ds.getVersioning().getValue().toString()));
+        }
+        if (ds.getCitationguidelineurl() != null) {
+          metadata.add(
+              XmlSerializationUtils.asXmlElement(
+                  "citationguidelineurl", ds.getCitationguidelineurl().getValue()));
+        }
+        if (ds.getQualitymanagementkind() != null) {
+          metadata.add(
+              XmlSerializationUtils.asXmlElement(
+                  "qualitymanagementkind", ds.getQualitymanagementkind().getValue()));
+        }
+        if (ds.getPidsystems() != null) {
+          metadata.add(
+              XmlSerializationUtils.asXmlElement("pidsystems", ds.getPidsystems().getValue()));
+        }
+        if (ds.getCertificates() != null) {
+          metadata.add(
+              XmlSerializationUtils.asXmlElement("certificates", ds.getCertificates().getValue()));
+        }
+        if (ds.getPolicies() != null) {
+          metadata.addAll(
+              ds.getPolicies().stream()
+                  .map(kv -> XmlSerializationUtils.mapKeyValue("policies", kv))
+                  .collect(Collectors.toList()));
+        }
+        if (ds.getJournal() != null) {
+          metadata.add(XmlSerializationUtils.mapJournal(ds.getJournal()));
+        }
+        if (ds.getSubjects() != null) {
+          metadata.addAll(
+              ds.getSubjects().stream()
+                  .map(sp -> XmlSerializationUtils.mapStructuredProperty("subjects", sp))
+                  .collect(Collectors.toList()));
+        }
+
+        break;
+      case organization:
+        final Organization o = (Organization) entity;
+
+        if (o.getLegalshortname() != null) {
+          metadata.add(
+              XmlSerializationUtils.asXmlElement(
+                  "legalshortname", o.getLegalshortname().getValue()));
+        }
+        if (o.getLegalname() != null) {
+          metadata.add(
+              XmlSerializationUtils.asXmlElement("legalname", o.getLegalname().getValue()));
+        }
+        if (o.getAlternativeNames() != null) {
+          metadata.addAll(
+              o.getAlternativeNames().stream()
+                  .map(c -> XmlSerializationUtils.asXmlElement("alternativeNames", c.getValue()))
+                  .collect(Collectors.toList()));
+        }
+        if (o.getWebsiteurl() != null) {
+          metadata.add(
+              XmlSerializationUtils.asXmlElement("websiteurl", o.getWebsiteurl().getValue()));
+        }
+        if (o.getLogourl() != null) {
+          metadata.add(XmlSerializationUtils.asXmlElement("websiteurl", o.getLogourl().getValue()));
+        }
+
+        if (o.getEclegalbody() != null) {
+          metadata.add(
+              XmlSerializationUtils.asXmlElement("eclegalbody", o.getEclegalbody().getValue()));
+        }
+        if (o.getEclegalperson() != null) {
+          metadata.add(
+              XmlSerializationUtils.asXmlElement("eclegalperson", o.getEclegalperson().getValue()));
+        }
+        if (o.getEcnonprofit() != null) {
+          metadata.add(
+              XmlSerializationUtils.asXmlElement("ecnonprofit", o.getEcnonprofit().getValue()));
+        }
+        if (o.getEcresearchorganization() != null) {
+          metadata.add(
+              XmlSerializationUtils.asXmlElement(
+                  "ecresearchorganization", o.getEcresearchorganization().getValue()));
+        }
+        if (o.getEchighereducation() != null) {
+          metadata.add(
+              XmlSerializationUtils.asXmlElement(
+                  "echighereducation", o.getEchighereducation().getValue()));
+        }
+        if (o.getEcinternationalorganization() != null) {
+          metadata.add(
+              XmlSerializationUtils.asXmlElement(
+                  "ecinternationalorganizationeurinterests",
+                  o.getEcinternationalorganization().getValue()));
+        }
+        if (o.getEcinternationalorganization() != null) {
+          metadata.add(
+              XmlSerializationUtils.asXmlElement(
+                  "ecinternationalorganization", o.getEcinternationalorganization().getValue()));
+        }
+        if (o.getEcenterprise() != null) {
+          metadata.add(
+              XmlSerializationUtils.asXmlElement("ecenterprise", o.getEcenterprise().getValue()));
+        }
+        if (o.getEcsmevalidated() != null) {
+          metadata.add(
+              XmlSerializationUtils.asXmlElement(
+                  "ecsmevalidated", o.getEcsmevalidated().getValue()));
+        }
+        if (o.getEcnutscode() != null) {
+          metadata.add(
+              XmlSerializationUtils.asXmlElement("ecnutscode", o.getEcnutscode().getValue()));
+        }
+        if (o.getCountry() != null) {
+          metadata.add(XmlSerializationUtils.mapQualifier("country", o.getCountry()));
+        }
+
+        break;
+      case project:
+        final Project p = (Project) entity;
+
+        if (p.getWebsiteurl() != null) {
+          metadata.add(
+              XmlSerializationUtils.asXmlElement("websiteurl", p.getWebsiteurl().getValue()));
+        }
+        if (p.getCode() != null) {
+          metadata.add(XmlSerializationUtils.asXmlElement("code", p.getCode().getValue()));
+        }
+        if (p.getAcronym() != null) {
+          metadata.add(XmlSerializationUtils.asXmlElement("acronym", p.getAcronym().getValue()));
+        }
+        if (p.getTitle() != null) {
+          metadata.add(XmlSerializationUtils.asXmlElement("title", p.getTitle().getValue()));
+        }
+        if (p.getStartdate() != null) {
+          metadata.add(
+              XmlSerializationUtils.asXmlElement("startdate", p.getStartdate().getValue()));
+        }
+        if (p.getEnddate() != null) {
+          metadata.add(XmlSerializationUtils.asXmlElement("enddate", p.getEnddate().getValue()));
+        }
+        if (p.getCallidentifier() != null) {
+          metadata.add(
+              XmlSerializationUtils.asXmlElement(
+                  "callidentifier", p.getCallidentifier().getValue()));
+        }
+        if (p.getKeywords() != null) {
+          metadata.add(XmlSerializationUtils.asXmlElement("keywords", p.getKeywords().getValue()));
+        }
+        if (p.getDuration() != null) {
+          metadata.add(XmlSerializationUtils.asXmlElement("duration", p.getDuration().getValue()));
+        }
+        if (p.getEcarticle29_3() != null) {
+          metadata.add(
+              XmlSerializationUtils.asXmlElement("ecarticle29_3", p.getEcarticle29_3().getValue()));
+        }
+        if (p.getSubjects() != null) {
+          metadata.addAll(
+              p.getSubjects().stream()
+                  .map(sp -> XmlSerializationUtils.mapStructuredProperty("subject", sp))
+                  .collect(Collectors.toList()));
+        }
+        if (p.getContracttype() != null) {
+          metadata.add(XmlSerializationUtils.mapQualifier("contracttype", p.getContracttype()));
+        }
+        if (p.getEcsc39() != null) {
+          metadata.add(XmlSerializationUtils.asXmlElement("ecsc39", p.getEcsc39().getValue()));
+        }
+        if (p.getContactfullname() != null) {
+          metadata.add(
+              XmlSerializationUtils.asXmlElement(
+                  "contactfullname", p.getContactfullname().getValue()));
+        }
+        if (p.getContactfax() != null) {
+          metadata.add(
+              XmlSerializationUtils.asXmlElement("contactfax", p.getContactfax().getValue()));
+        }
+        if (p.getContactphone() != null) {
+          metadata.add(
+              XmlSerializationUtils.asXmlElement("contactphone", p.getContactphone().getValue()));
+        }
+        if (p.getContactemail() != null) {
+          metadata.add(
+              XmlSerializationUtils.asXmlElement("contactemail", p.getContactemail().getValue()));
+        }
+        if (p.getSummary() != null) {
+          metadata.add(XmlSerializationUtils.asXmlElement("summary", p.getSummary().getValue()));
+        }
+        if (p.getCurrency() != null) {
+          metadata.add(XmlSerializationUtils.asXmlElement("currency", p.getCurrency().getValue()));
+        }
+        if (p.getTotalcost() != null) {
+          metadata.add(
+              XmlSerializationUtils.asXmlElement("totalcost", p.getTotalcost().toString()));
+        }
+        if (p.getFundedamount() != null) {
+          metadata.add(
+              XmlSerializationUtils.asXmlElement("fundedamount", p.getFundedamount().toString()));
+        }
+        if (p.getFundingtree() != null) {
+          metadata.addAll(
+              p.getFundingtree().stream().map(ft -> ft.getValue()).collect(Collectors.toList()));
+        }
+
+        break;
+      default:
+        throw new IllegalArgumentException("invalid entity type: " + type);
     }
 
-    private static OafEntity toOafEntity(TypedRow typedRow) {
-        return parseOaf(typedRow.getOaf(), typedRow.getType());
+    return metadata;
+  }
+
+  private void mapDatasourceType(List<String> metadata, final Qualifier dsType) {
+    metadata.add(XmlSerializationUtils.mapQualifier("datasourcetype", dsType));
+
+    if (specialDatasourceTypes.contains(dsType.getClassid())) {
+      dsType.setClassid("other");
+      dsType.setClassname("other");
+    }
+    metadata.add(XmlSerializationUtils.mapQualifier("datasourcetypeui", dsType));
+  }
+
+  private String mapRelation(Tuple2 link, TemplateFactory templateFactory, Set<String> contexts) {
+    final Relation rel = link.getRelation();
+    final RelatedEntity re = link.getRelatedEntity();
+    final String targetType = link.getRelatedEntity().getType();
+
+    final List<String> metadata = Lists.newArrayList();
+    switch (EntityType.valueOf(targetType)) {
+      case publication:
+      case dataset:
+      case otherresearchproduct:
+      case software:
+        if (re.getTitle() != null && isNotBlank(re.getTitle().getValue())) {
+          metadata.add(XmlSerializationUtils.mapStructuredProperty("title", re.getTitle()));
+        }
+        if (isNotBlank(re.getDateofacceptance())) {
+          metadata.add(
+              XmlSerializationUtils.asXmlElement("dateofacceptance", re.getDateofacceptance()));
+        }
+        if (isNotBlank(re.getPublisher())) {
+          metadata.add(XmlSerializationUtils.asXmlElement("publisher", re.getPublisher()));
+        }
+        if (isNotBlank(re.getCodeRepositoryUrl())) {
+          metadata.add(
+              XmlSerializationUtils.asXmlElement("coderepositoryurl", re.getCodeRepositoryUrl()));
+        }
+        if (re.getResulttype() != null & re.getResulttype().isBlank()) {
+          metadata.add(XmlSerializationUtils.mapQualifier("resulttype", re.getResulttype()));
+        }
+        if (re.getCollectedfrom() != null) {
+          metadata.addAll(
+              re.getCollectedfrom().stream()
+                  .map(kv -> XmlSerializationUtils.mapKeyValue("collectedfrom", kv))
+                  .collect(Collectors.toList()));
+        }
+        if (re.getPid() != null) {
+          metadata.addAll(
+              re.getPid().stream()
+                  .map(p -> XmlSerializationUtils.mapStructuredProperty("pid", p))
+                  .collect(Collectors.toList()));
+        }
+        break;
+      case datasource:
+        if (isNotBlank(re.getOfficialname())) {
+          metadata.add(XmlSerializationUtils.asXmlElement("officialname", re.getOfficialname()));
+        }
+        if (re.getDatasourcetype() != null & !re.getDatasourcetype().isBlank()) {
+          mapDatasourceType(metadata, re.getDatasourcetype());
+        }
+        if (re.getOpenairecompatibility() != null & !re.getOpenairecompatibility().isBlank()) {
+          metadata.add(
+              XmlSerializationUtils.mapQualifier(
+                  "openairecompatibility", re.getOpenairecompatibility()));
+        }
+        break;
+      case organization:
+        if (isNotBlank(re.getLegalname())) {
+          metadata.add(XmlSerializationUtils.asXmlElement("legalname", re.getLegalname()));
+        }
+        if (isNotBlank(re.getLegalshortname())) {
+          metadata.add(
+              XmlSerializationUtils.asXmlElement("legalshortname", re.getLegalshortname()));
+        }
+        if (re.getCountry() != null & !re.getCountry().isBlank()) {
+          metadata.add(XmlSerializationUtils.mapQualifier("country", re.getCountry()));
+        }
+        break;
+      case project:
+        if (isNotBlank(re.getProjectTitle())) {
+          metadata.add(XmlSerializationUtils.asXmlElement("title", re.getProjectTitle()));
+        }
+        if (isNotBlank(re.getCode())) {
+          metadata.add(XmlSerializationUtils.asXmlElement("code", re.getCode()));
+        }
+        if (isNotBlank(re.getAcronym())) {
+          metadata.add(XmlSerializationUtils.asXmlElement("acronym", re.getAcronym()));
+        }
+        if (re.getContracttype() != null & !re.getContracttype().isBlank()) {
+          metadata.add(XmlSerializationUtils.mapQualifier("contracttype", re.getContracttype()));
+        }
+        if (re.getFundingtree() != null & contexts != null) {
+          metadata.addAll(
+              re.getFundingtree().stream()
+                  .peek(ft -> fillContextMap(ft, contexts))
+                  .map(ft -> getRelFundingTree(ft))
+                  .collect(Collectors.toList()));
+        }
+        break;
+      default:
+        throw new IllegalArgumentException("invalid target type: " + targetType);
+    }
+    final DataInfo info = rel.getDataInfo();
+    final String scheme = ModelSupport.getScheme(re.getType(), targetType);
+
+    if (StringUtils.isBlank(scheme)) {
+      throw new IllegalArgumentException(
+          String.format("missing scheme for: <%s - %s>", re.getType(), targetType));
     }
 
-    private static OafEntity parseOaf(final String json, final String type) {
+    final String accumulatorName =
+        getRelDescriptor(rel.getRelType(), rel.getSubRelType(), rel.getRelClass());
+    if (accumulators.containsKey(accumulatorName)) {
+      accumulators.get(accumulatorName).add(1);
+    }
+
+    return templateFactory.getRel(
+        targetType, rel.getTarget(), Sets.newHashSet(metadata), rel.getRelClass(), scheme, info);
+  }
+
+  private List<String> listChildren(
+      final OafEntity entity, JoinedEntity je, TemplateFactory templateFactory) {
+
+    final List<String> children = Lists.newArrayList();
+    EntityType entityType = EntityType.valueOf(je.getEntity().getType());
+
+    children.addAll(
+        je.getLinks().stream()
+            .filter(link -> REL_SUBTYPE_DEDUP.equalsIgnoreCase(link.getRelation().getSubRelType()))
+            .map(link -> mapRelation(link, templateFactory, null))
+            .collect(Collectors.toCollection(ArrayList::new)));
+
+    if (MainEntityType.result.toString().equals(ModelSupport.getMainType(entityType))) {
+      final List<Instance> instances = ((Result) entity).getInstance();
+      if (instances != null) {
+        for (final Instance instance : ((Result) entity).getInstance()) {
+
+          final List<String> fields = Lists.newArrayList();
+
+          if (instance.getAccessright() != null && !instance.getAccessright().isBlank()) {
+            fields.add(
+                XmlSerializationUtils.mapQualifier("accessright", instance.getAccessright()));
+          }
+          if (instance.getCollectedfrom() != null) {
+            fields.add(
+                XmlSerializationUtils.mapKeyValue("collectedfrom", instance.getCollectedfrom()));
+          }
+          if (instance.getHostedby() != null) {
+            fields.add(XmlSerializationUtils.mapKeyValue("hostedby", instance.getHostedby()));
+          }
+          if (instance.getDateofacceptance() != null
+              && isNotBlank(instance.getDateofacceptance().getValue())) {
+            fields.add(
+                XmlSerializationUtils.asXmlElement(
+                    "dateofacceptance", instance.getDateofacceptance().getValue()));
+          }
+          if (instance.getInstancetype() != null && !instance.getInstancetype().isBlank()) {
+            fields.add(
+                XmlSerializationUtils.mapQualifier("instancetype", instance.getInstancetype()));
+          }
+          if (isNotBlank(instance.getDistributionlocation())) {
+            fields.add(
+                XmlSerializationUtils.asXmlElement(
+                    "distributionlocation", instance.getDistributionlocation()));
+          }
+          if (instance.getRefereed() != null && isNotBlank(instance.getRefereed().getValue())) {
+            fields.add(
+                XmlSerializationUtils.asXmlElement("refereed", instance.getRefereed().getValue()));
+          }
+          if (instance.getProcessingchargeamount() != null
+              && isNotBlank(instance.getProcessingchargeamount().getValue())) {
+            fields.add(
+                XmlSerializationUtils.asXmlElement(
+                    "processingchargeamount", instance.getProcessingchargeamount().getValue()));
+          }
+          if (instance.getProcessingchargecurrency() != null
+              && isNotBlank(instance.getProcessingchargecurrency().getValue())) {
+            fields.add(
+                XmlSerializationUtils.asXmlElement(
+                    "processingchargecurrency", instance.getProcessingchargecurrency().getValue()));
+          }
+
+          children.add(
+              templateFactory.getInstance(
+                  instance.getHostedby().getKey(), fields, instance.getUrl()));
+        }
+      }
+      final List<ExternalReference> ext = ((Result) entity).getExternalReference();
+      if (ext != null) {
+        for (final ExternalReference er : ((Result) entity).getExternalReference()) {
+
+          final List<String> fields = Lists.newArrayList();
+
+          if (isNotBlank(er.getSitename())) {
+            fields.add(XmlSerializationUtils.asXmlElement("sitename", er.getSitename()));
+          }
+          if (isNotBlank(er.getLabel())) {
+            fields.add(XmlSerializationUtils.asXmlElement("label", er.getLabel()));
+          }
+          if (isNotBlank(er.getUrl())) {
+            fields.add(XmlSerializationUtils.asXmlElement("url", er.getUrl()));
+          }
+          if (isNotBlank(er.getDescription())) {
+            fields.add(XmlSerializationUtils.asXmlElement("description", er.getDescription()));
+          }
+          if (isNotBlank(er.getUrl())) {
+            fields.add(XmlSerializationUtils.mapQualifier("qualifier", er.getQualifier()));
+          }
+          if (isNotBlank(er.getRefidentifier())) {
+            fields.add(XmlSerializationUtils.asXmlElement("refidentifier", er.getRefidentifier()));
+          }
+          if (isNotBlank(er.getQuery())) {
+            fields.add(XmlSerializationUtils.asXmlElement("query", er.getQuery()));
+          }
+
+          children.add(templateFactory.getChild("externalreference", null, fields));
+        }
+      }
+    }
+
+    return children;
+  }
+
+  private List<String> listExtraInfo(OafEntity entity) {
+    final List<ExtraInfo> extraInfo = entity.getExtraInfo();
+    return extraInfo != null
+        ? extraInfo.stream()
+            .map(e -> XmlSerializationUtils.mapExtraInfo(e))
+            .collect(Collectors.toList())
+        : Lists.newArrayList();
+  }
+
+  private List<String> buildContexts(final String type, final Set<String> contexts) {
+    final List<String> res = Lists.newArrayList();
+
+    if ((contextMapper != null)
+        && !contextMapper.isEmpty()
+        && MainEntityType.result.toString().equals(type)) {
+
+      XMLTag document = XMLDoc.newDocument(true).addRoot("contextRoot");
+
+      for (final String context : contexts) {
+
+        String id = "";
+        for (final String token : Splitter.on("::").split(context)) {
+          id += token;
+
+          final ContextDef def = contextMapper.get(id);
+
+          if (def == null) {
+            continue;
+            // throw new IllegalStateException(String.format("cannot find context for id
+            // '%s'",
+            // id));
+          }
+
+          if (def.getName().equals("context")) {
+            final String xpath = "//context/@id='" + def.getId() + "'";
+            if (!document.gotoRoot().rawXpathBoolean(xpath, new Object())) {
+              document = addContextDef(document.gotoRoot(), def);
+            }
+          }
+
+          if (def.getName().equals("category")) {
+            final String rootId = substringBefore(def.getId(), "::");
+            document =
+                addContextDef(
+                    document.gotoRoot().gotoTag("//context[./@id='" + rootId + "']", new Object()),
+                    def);
+          }
+
+          if (def.getName().equals("concept")) {
+            document = addContextDef(document, def).gotoParent();
+          }
+          id += "::";
+        }
+      }
+      final Transformer transformer = getTransformer();
+      for (final org.w3c.dom.Element x : document.gotoRoot().getChildElement()) {
         try {
-            switch (EntityType.valueOf(type)) {
-                case publication:
-                    return OBJECT_MAPPER.readValue(json, Publication.class);
-                case dataset:
-                    return OBJECT_MAPPER.readValue(json, Dataset.class);
-                case otherresearchproduct:
-                    return OBJECT_MAPPER.readValue(json, OtherResearchProduct.class);
-                case software:
-                    return OBJECT_MAPPER.readValue(json, Software.class);
-                case datasource:
-                    return OBJECT_MAPPER.readValue(json, Datasource.class);
-                case organization:
-                    return OBJECT_MAPPER.readValue(json, Organization.class);
-                case project:
-                    return OBJECT_MAPPER.readValue(json, Project.class);
-                default:
-                    throw new IllegalArgumentException("invalid type: " + type);
-            }
-        } catch (IOException e) {
-            throw new IllegalArgumentException(e);
+          res.add(asStringElement(x, transformer));
+        } catch (final TransformerException e) {
+          throw new RuntimeException(e);
         }
+      }
     }
 
-    private String printXML(String xml, boolean indent) {
-        try {
-            final Document doc = new SAXReader().read(new StringReader(xml));
-            OutputFormat format =
-                    indent ? OutputFormat.createPrettyPrint() : OutputFormat.createCompactFormat();
-            format.setExpandEmptyElements(false);
-            format.setSuppressDeclaration(true);
-            StringWriter sw = new StringWriter();
-            XMLWriter writer = new XMLWriter(sw, format);
-            writer.write(doc);
-            return sw.toString();
-        } catch (IOException | DocumentException e) {
-            throw new IllegalArgumentException("Unable to indent XML. Invalid record:\n" + xml, e);
-        }
+    return res;
+  }
+
+  private Transformer getTransformer() {
+    try {
+      Transformer transformer = TransformerFactory.newInstance().newTransformer();
+      transformer.setOutputProperty(OutputKeys.OMIT_XML_DECLARATION, "yes");
+      return transformer;
+    } catch (TransformerConfigurationException e) {
+      throw new IllegalStateException("unable to create javax.xml.transform.Transformer", e);
     }
+  }
 
-    private List<String> metadata(
-            final EntityType type, final OafEntity entity, final Set<String> contexts) {
-
-        final List<String> metadata = Lists.newArrayList();
-
-        if (entity.getCollectedfrom() != null) {
-            metadata.addAll(
-                    entity.getCollectedfrom().stream()
-                            .map(kv -> XmlSerializationUtils.mapKeyValue("collectedfrom", kv))
-                            .collect(Collectors.toList()));
-        }
-        if (entity.getOriginalId() != null) {
-            metadata.addAll(
-                    entity.getOriginalId().stream()
-                            .map(s -> XmlSerializationUtils.asXmlElement("originalId", s))
-                            .collect(Collectors.toList()));
-        }
-        if (entity.getPid() != null) {
-            metadata.addAll(
-                    entity.getPid().stream()
-                            .map(p -> XmlSerializationUtils.mapStructuredProperty("pid", p))
-                            .collect(Collectors.toList()));
-        }
-
-        if (ModelSupport.isResult(type)) {
-            final Result r = (Result) entity;
-
-            if (r.getContext() != null) {
-                contexts.addAll(
-                        r.getContext().stream().map(c -> c.getId()).collect(Collectors.toList()));
-                /* FIXME: Workaround for CLARIN mining issue: #3670#note-29 */
-                if (contexts.contains("dh-ch::subcommunity::2")) {
-                    contexts.add("clarin");
-                }
-            }
-
-            if (r.getTitle() != null) {
-                metadata.addAll(
-                        r.getTitle().stream()
-                                .map(t -> XmlSerializationUtils.mapStructuredProperty("title", t))
-                                .collect(Collectors.toList()));
-            }
-            if (r.getBestaccessright() != null) {
-                metadata.add(
-                        XmlSerializationUtils.mapQualifier(
-                                "bestaccessright", r.getBestaccessright()));
-            }
-            if (r.getAuthor() != null) {
-                metadata.addAll(
-                        r.getAuthor().stream()
-                                .map(
-                                        a -> {
-                                            final StringBuilder sb =
-                                                    new StringBuilder(
-                                                            "<creator rank=\""
-                                                                    + a.getRank()
-                                                                    + "\"");
-                                            if (isNotBlank(a.getName())) {
-                                                sb.append(
-                                                        " name=\""
-                                                                + XmlSerializationUtils.escapeXml(
-                                                                        a.getName())
-                                                                + "\"");
-                                            }
-                                            if (isNotBlank(a.getSurname())) {
-                                                sb.append(
-                                                        " surname=\""
-                                                                + XmlSerializationUtils.escapeXml(
-                                                                        a.getSurname())
-                                                                + "\"");
-                                            }
-                                            if (a.getPid() != null) {
-                                                a.getPid().stream()
-                                                        .filter(
-                                                                sp ->
-                                                                        isNotBlank(
-                                                                                        sp.getQualifier()
-                                                                                                .getClassid())
-                                                                                && isNotBlank(
-                                                                                        sp
-                                                                                                .getValue()))
-                                                        .forEach(
-                                                                sp -> {
-                                                                    String pidType =
-                                                                            XmlSerializationUtils
-                                                                                    .escapeXml(
-                                                                                            sp.getQualifier()
-                                                                                                    .getClassid())
-                                                                                    .replaceAll(
-                                                                                            "\\W",
-                                                                                            "");
-                                                                    String pidValue =
-                                                                            XmlSerializationUtils
-                                                                                    .escapeXml(
-                                                                                            sp
-                                                                                                    .getValue());
-
-                                                                    // ugly hack: some records
-                                                                    // provide swapped pidtype and
-                                                                    // pidvalue
-                                                                    if (authorPidTypes.contains(
-                                                                            pidValue.toLowerCase()
-                                                                                    .trim())) {
-                                                                        sb.append(
-                                                                                String.format(
-                                                                                        " %s=\"%s\"",
-                                                                                        pidValue,
-                                                                                        pidType));
-                                                                    } else {
-                                                                        pidType =
-                                                                                pidType.replaceAll(
-                                                                                                "\\W",
-                                                                                                "")
-                                                                                        .replaceAll(
-                                                                                                "\\d",
-                                                                                                "");
-                                                                        if (isNotBlank(pidType)) {
-                                                                            sb.append(
-                                                                                    String.format(
-                                                                                            " %s=\"%s\"",
-                                                                                            pidType,
-                                                                                            pidValue.toLowerCase()
-                                                                                                    .replaceAll(
-                                                                                                            "orcid",
-                                                                                                            "")));
-                                                                        }
-                                                                    }
-                                                                });
-                                            }
-                                            sb.append(
-                                                    ">"
-                                                            + XmlSerializationUtils.escapeXml(
-                                                                    a.getFullname())
-                                                            + "</creator>");
-                                            return sb.toString();
-                                        })
-                                .collect(Collectors.toList()));
-            }
-            if (r.getContributor() != null) {
-                metadata.addAll(
-                        r.getContributor().stream()
-                                .map(
-                                        c ->
-                                                XmlSerializationUtils.asXmlElement(
-                                                        "contributor", c.getValue()))
-                                .collect(Collectors.toList()));
-            }
-            if (r.getCountry() != null) {
-                metadata.addAll(
-                        r.getCountry().stream()
-                                .map(c -> XmlSerializationUtils.mapQualifier("country", c))
-                                .collect(Collectors.toList()));
-            }
-            if (r.getCoverage() != null) {
-                metadata.addAll(
-                        r.getCoverage().stream()
-                                .map(
-                                        c ->
-                                                XmlSerializationUtils.asXmlElement(
-                                                        "coverage", c.getValue()))
-                                .collect(Collectors.toList()));
-            }
-            if (r.getDateofacceptance() != null) {
-                metadata.add(
-                        XmlSerializationUtils.asXmlElement(
-                                "dateofacceptance", r.getDateofacceptance().getValue()));
-            }
-            if (r.getDescription() != null) {
-                metadata.addAll(
-                        r.getDescription().stream()
-                                .map(
-                                        c ->
-                                                XmlSerializationUtils.asXmlElement(
-                                                        "description", c.getValue()))
-                                .collect(Collectors.toList()));
-            }
-            if (r.getEmbargoenddate() != null) {
-                metadata.add(
-                        XmlSerializationUtils.asXmlElement(
-                                "embargoenddate", r.getEmbargoenddate().getValue()));
-            }
-            if (r.getSubject() != null) {
-                metadata.addAll(
-                        r.getSubject().stream()
-                                .map(s -> XmlSerializationUtils.mapStructuredProperty("subject", s))
-                                .collect(Collectors.toList()));
-            }
-            if (r.getLanguage() != null) {
-                metadata.add(XmlSerializationUtils.mapQualifier("language", r.getLanguage()));
-            }
-            if (r.getRelevantdate() != null) {
-                metadata.addAll(
-                        r.getRelevantdate().stream()
-                                .map(
-                                        s ->
-                                                XmlSerializationUtils.mapStructuredProperty(
-                                                        "relevantdate", s))
-                                .collect(Collectors.toList()));
-            }
-            if (r.getPublisher() != null) {
-                metadata.add(
-                        XmlSerializationUtils.asXmlElement(
-                                "publisher", r.getPublisher().getValue()));
-            }
-            if (r.getSource() != null) {
-                metadata.addAll(
-                        r.getSource().stream()
-                                .map(
-                                        c ->
-                                                XmlSerializationUtils.asXmlElement(
-                                                        "source", c.getValue()))
-                                .collect(Collectors.toList()));
-            }
-            if (r.getFormat() != null) {
-                metadata.addAll(
-                        r.getFormat().stream()
-                                .map(
-                                        c ->
-                                                XmlSerializationUtils.asXmlElement(
-                                                        "format", c.getValue()))
-                                .collect(Collectors.toList()));
-            }
-            if (r.getResulttype() != null) {
-                metadata.add(XmlSerializationUtils.mapQualifier("resulttype", r.getResulttype()));
-            }
-            if (r.getResourcetype() != null) {
-                metadata.add(
-                        XmlSerializationUtils.mapQualifier("resourcetype", r.getResourcetype()));
-            }
-        }
-
-        switch (type) {
-            case publication:
-                final Publication pub = (Publication) entity;
-
-                if (pub.getJournal() != null) {
-                    final Journal j = pub.getJournal();
-                    metadata.add(XmlSerializationUtils.mapJournal(j));
-                }
-
-                break;
-            case dataset:
-                final Dataset d = (Dataset) entity;
-                if (d.getDevice() != null) {
-                    metadata.add(
-                            XmlSerializationUtils.asXmlElement("device", d.getDevice().getValue()));
-                }
-                if (d.getLastmetadataupdate() != null) {
-                    metadata.add(
-                            XmlSerializationUtils.asXmlElement(
-                                    "lastmetadataupdate", d.getLastmetadataupdate().getValue()));
-                }
-                if (d.getMetadataversionnumber() != null) {
-                    metadata.add(
-                            XmlSerializationUtils.asXmlElement(
-                                    "metadataversionnumber",
-                                    d.getMetadataversionnumber().getValue()));
-                }
-                if (d.getSize() != null) {
-                    metadata.add(
-                            XmlSerializationUtils.asXmlElement("size", d.getSize().getValue()));
-                }
-                if (d.getStoragedate() != null) {
-                    metadata.add(
-                            XmlSerializationUtils.asXmlElement(
-                                    "storagedate", d.getStoragedate().getValue()));
-                }
-                if (d.getVersion() != null) {
-                    metadata.add(
-                            XmlSerializationUtils.asXmlElement(
-                                    "version", d.getVersion().getValue()));
-                }
-                // TODO d.getGeolocation()
-
-                break;
-            case otherresearchproduct:
-                final OtherResearchProduct orp = (OtherResearchProduct) entity;
-
-                if (orp.getContactperson() != null) {
-                    metadata.addAll(
-                            orp.getContactperson().stream()
-                                    .map(
-                                            c ->
-                                                    XmlSerializationUtils.asXmlElement(
-                                                            "contactperson", c.getValue()))
-                                    .collect(Collectors.toList()));
-                }
-
-                if (orp.getContactgroup() != null) {
-                    metadata.addAll(
-                            orp.getContactgroup().stream()
-                                    .map(
-                                            c ->
-                                                    XmlSerializationUtils.asXmlElement(
-                                                            "contactgroup", c.getValue()))
-                                    .collect(Collectors.toList()));
-                }
-                if (orp.getTool() != null) {
-                    metadata.addAll(
-                            orp.getTool().stream()
-                                    .map(
-                                            c ->
-                                                    XmlSerializationUtils.asXmlElement(
-                                                            "tool", c.getValue()))
-                                    .collect(Collectors.toList()));
-                }
-                break;
-            case software:
-                final Software s = (Software) entity;
-
-                if (s.getDocumentationUrl() != null) {
-                    metadata.addAll(
-                            s.getDocumentationUrl().stream()
-                                    .map(
-                                            c ->
-                                                    XmlSerializationUtils.asXmlElement(
-                                                            "documentationUrl", c.getValue()))
-                                    .collect(Collectors.toList()));
-                }
-                if (s.getLicense() != null) {
-                    metadata.addAll(
-                            s.getLicense().stream()
-                                    .map(
-                                            l ->
-                                                    XmlSerializationUtils.mapStructuredProperty(
-                                                            "license", l))
-                                    .collect(Collectors.toList()));
-                }
-                if (s.getCodeRepositoryUrl() != null) {
-                    metadata.add(
-                            XmlSerializationUtils.asXmlElement(
-                                    "codeRepositoryUrl", s.getCodeRepositoryUrl().getValue()));
-                }
-                if (s.getProgrammingLanguage() != null) {
-                    metadata.add(
-                            XmlSerializationUtils.mapQualifier(
-                                    "programmingLanguage", s.getProgrammingLanguage()));
-                }
-                break;
-            case datasource:
-                final Datasource ds = (Datasource) entity;
-
-                if (ds.getDatasourcetype() != null) {
-                    mapDatasourceType(metadata, ds.getDatasourcetype());
-                }
-                if (ds.getOpenairecompatibility() != null) {
-                    metadata.add(
-                            XmlSerializationUtils.mapQualifier(
-                                    "openairecompatibility", ds.getOpenairecompatibility()));
-                }
-                if (ds.getOfficialname() != null) {
-                    metadata.add(
-                            XmlSerializationUtils.asXmlElement(
-                                    "officialname", ds.getOfficialname().getValue()));
-                }
-                if (ds.getEnglishname() != null) {
-                    metadata.add(
-                            XmlSerializationUtils.asXmlElement(
-                                    "englishname", ds.getEnglishname().getValue()));
-                }
-                if (ds.getWebsiteurl() != null) {
-                    metadata.add(
-                            XmlSerializationUtils.asXmlElement(
-                                    "websiteurl", ds.getWebsiteurl().getValue()));
-                }
-                if (ds.getLogourl() != null) {
-                    metadata.add(
-                            XmlSerializationUtils.asXmlElement(
-                                    "logourl", ds.getLogourl().getValue()));
-                }
-                if (ds.getContactemail() != null) {
-                    metadata.add(
-                            XmlSerializationUtils.asXmlElement(
-                                    "contactemail", ds.getContactemail().getValue()));
-                }
-                if (ds.getNamespaceprefix() != null) {
-                    metadata.add(
-                            XmlSerializationUtils.asXmlElement(
-                                    "namespaceprefix", ds.getNamespaceprefix().getValue()));
-                }
-                if (ds.getLatitude() != null) {
-                    metadata.add(
-                            XmlSerializationUtils.asXmlElement(
-                                    "latitude", ds.getLatitude().getValue()));
-                }
-                if (ds.getLongitude() != null) {
-                    metadata.add(
-                            XmlSerializationUtils.asXmlElement(
-                                    "longitude", ds.getLongitude().getValue()));
-                }
-                if (ds.getDateofvalidation() != null) {
-                    metadata.add(
-                            XmlSerializationUtils.asXmlElement(
-                                    "dateofvalidation", ds.getDateofvalidation().getValue()));
-                }
-                if (ds.getDescription() != null) {
-                    metadata.add(
-                            XmlSerializationUtils.asXmlElement(
-                                    "description", ds.getDescription().getValue()));
-                }
-                if (ds.getOdnumberofitems() != null) {
-                    metadata.add(
-                            XmlSerializationUtils.asXmlElement(
-                                    "odnumberofitems", ds.getOdnumberofitems().getValue()));
-                }
-                if (ds.getOdnumberofitemsdate() != null) {
-                    metadata.add(
-                            XmlSerializationUtils.asXmlElement(
-                                    "odnumberofitemsdate", ds.getOdnumberofitemsdate().getValue()));
-                }
-                if (ds.getOdpolicies() != null) {
-                    metadata.add(
-                            XmlSerializationUtils.asXmlElement(
-                                    "odpolicies", ds.getOdpolicies().getValue()));
-                }
-                if (ds.getOdlanguages() != null) {
-                    metadata.addAll(
-                            ds.getOdlanguages().stream()
-                                    .map(
-                                            c ->
-                                                    XmlSerializationUtils.asXmlElement(
-                                                            "odlanguages", c.getValue()))
-                                    .collect(Collectors.toList()));
-                }
-                if (ds.getOdcontenttypes() != null) {
-                    metadata.addAll(
-                            ds.getOdcontenttypes().stream()
-                                    .map(
-                                            c ->
-                                                    XmlSerializationUtils.asXmlElement(
-                                                            "odcontenttypes", c.getValue()))
-                                    .collect(Collectors.toList()));
-                }
-                if (ds.getAccessinfopackage() != null) {
-                    metadata.addAll(
-                            ds.getAccessinfopackage().stream()
-                                    .map(
-                                            c ->
-                                                    XmlSerializationUtils.asXmlElement(
-                                                            "accessinfopackage", c.getValue()))
-                                    .collect(Collectors.toList()));
-                }
-                if (ds.getReleaseenddate() != null) {
-                    metadata.add(
-                            XmlSerializationUtils.asXmlElement(
-                                    "releasestartdate", ds.getReleaseenddate().getValue()));
-                }
-                if (ds.getReleaseenddate() != null) {
-                    metadata.add(
-                            XmlSerializationUtils.asXmlElement(
-                                    "releaseenddate", ds.getReleaseenddate().getValue()));
-                }
-                if (ds.getMissionstatementurl() != null) {
-                    metadata.add(
-                            XmlSerializationUtils.asXmlElement(
-                                    "missionstatementurl", ds.getMissionstatementurl().getValue()));
-                }
-                if (ds.getDataprovider() != null) {
-                    metadata.add(
-                            XmlSerializationUtils.asXmlElement(
-                                    "dataprovider", ds.getDataprovider().getValue().toString()));
-                }
-                if (ds.getServiceprovider() != null) {
-                    metadata.add(
-                            XmlSerializationUtils.asXmlElement(
-                                    "serviceprovider",
-                                    ds.getServiceprovider().getValue().toString()));
-                }
-                if (ds.getDatabaseaccesstype() != null) {
-                    metadata.add(
-                            XmlSerializationUtils.asXmlElement(
-                                    "databaseaccesstype", ds.getDatabaseaccesstype().getValue()));
-                }
-                if (ds.getDatauploadtype() != null) {
-                    metadata.add(
-                            XmlSerializationUtils.asXmlElement(
-                                    "datauploadtype", ds.getDatauploadtype().getValue()));
-                }
-                if (ds.getDatabaseaccessrestriction() != null) {
-                    metadata.add(
-                            XmlSerializationUtils.asXmlElement(
-                                    "databaseaccessrestriction",
-                                    ds.getDatabaseaccessrestriction().getValue()));
-                }
-                if (ds.getDatauploadrestriction() != null) {
-                    metadata.add(
-                            XmlSerializationUtils.asXmlElement(
-                                    "datauploadrestriction",
-                                    ds.getDatauploadrestriction().getValue()));
-                }
-                if (ds.getVersioning() != null) {
-                    metadata.add(
-                            XmlSerializationUtils.asXmlElement(
-                                    "versioning", ds.getVersioning().getValue().toString()));
-                }
-                if (ds.getCitationguidelineurl() != null) {
-                    metadata.add(
-                            XmlSerializationUtils.asXmlElement(
-                                    "citationguidelineurl",
-                                    ds.getCitationguidelineurl().getValue()));
-                }
-                if (ds.getQualitymanagementkind() != null) {
-                    metadata.add(
-                            XmlSerializationUtils.asXmlElement(
-                                    "qualitymanagementkind",
-                                    ds.getQualitymanagementkind().getValue()));
-                }
-                if (ds.getPidsystems() != null) {
-                    metadata.add(
-                            XmlSerializationUtils.asXmlElement(
-                                    "pidsystems", ds.getPidsystems().getValue()));
-                }
-                if (ds.getCertificates() != null) {
-                    metadata.add(
-                            XmlSerializationUtils.asXmlElement(
-                                    "certificates", ds.getCertificates().getValue()));
-                }
-                if (ds.getPolicies() != null) {
-                    metadata.addAll(
-                            ds.getPolicies().stream()
-                                    .map(kv -> XmlSerializationUtils.mapKeyValue("policies", kv))
-                                    .collect(Collectors.toList()));
-                }
-                if (ds.getJournal() != null) {
-                    metadata.add(XmlSerializationUtils.mapJournal(ds.getJournal()));
-                }
-                if (ds.getSubjects() != null) {
-                    metadata.addAll(
-                            ds.getSubjects().stream()
-                                    .map(
-                                            sp ->
-                                                    XmlSerializationUtils.mapStructuredProperty(
-                                                            "subjects", sp))
-                                    .collect(Collectors.toList()));
-                }
-
-                break;
-            case organization:
-                final Organization o = (Organization) entity;
-
-                if (o.getLegalshortname() != null) {
-                    metadata.add(
-                            XmlSerializationUtils.asXmlElement(
-                                    "legalshortname", o.getLegalshortname().getValue()));
-                }
-                if (o.getLegalname() != null) {
-                    metadata.add(
-                            XmlSerializationUtils.asXmlElement(
-                                    "legalname", o.getLegalname().getValue()));
-                }
-                if (o.getAlternativeNames() != null) {
-                    metadata.addAll(
-                            o.getAlternativeNames().stream()
-                                    .map(
-                                            c ->
-                                                    XmlSerializationUtils.asXmlElement(
-                                                            "alternativeNames", c.getValue()))
-                                    .collect(Collectors.toList()));
-                }
-                if (o.getWebsiteurl() != null) {
-                    metadata.add(
-                            XmlSerializationUtils.asXmlElement(
-                                    "websiteurl", o.getWebsiteurl().getValue()));
-                }
-                if (o.getLogourl() != null) {
-                    metadata.add(
-                            XmlSerializationUtils.asXmlElement(
-                                    "websiteurl", o.getLogourl().getValue()));
-                }
-
-                if (o.getEclegalbody() != null) {
-                    metadata.add(
-                            XmlSerializationUtils.asXmlElement(
-                                    "eclegalbody", o.getEclegalbody().getValue()));
-                }
-                if (o.getEclegalperson() != null) {
-                    metadata.add(
-                            XmlSerializationUtils.asXmlElement(
-                                    "eclegalperson", o.getEclegalperson().getValue()));
-                }
-                if (o.getEcnonprofit() != null) {
-                    metadata.add(
-                            XmlSerializationUtils.asXmlElement(
-                                    "ecnonprofit", o.getEcnonprofit().getValue()));
-                }
-                if (o.getEcresearchorganization() != null) {
-                    metadata.add(
-                            XmlSerializationUtils.asXmlElement(
-                                    "ecresearchorganization",
-                                    o.getEcresearchorganization().getValue()));
-                }
-                if (o.getEchighereducation() != null) {
-                    metadata.add(
-                            XmlSerializationUtils.asXmlElement(
-                                    "echighereducation", o.getEchighereducation().getValue()));
-                }
-                if (o.getEcinternationalorganization() != null) {
-                    metadata.add(
-                            XmlSerializationUtils.asXmlElement(
-                                    "ecinternationalorganizationeurinterests",
-                                    o.getEcinternationalorganization().getValue()));
-                }
-                if (o.getEcinternationalorganization() != null) {
-                    metadata.add(
-                            XmlSerializationUtils.asXmlElement(
-                                    "ecinternationalorganization",
-                                    o.getEcinternationalorganization().getValue()));
-                }
-                if (o.getEcenterprise() != null) {
-                    metadata.add(
-                            XmlSerializationUtils.asXmlElement(
-                                    "ecenterprise", o.getEcenterprise().getValue()));
-                }
-                if (o.getEcsmevalidated() != null) {
-                    metadata.add(
-                            XmlSerializationUtils.asXmlElement(
-                                    "ecsmevalidated", o.getEcsmevalidated().getValue()));
-                }
-                if (o.getEcnutscode() != null) {
-                    metadata.add(
-                            XmlSerializationUtils.asXmlElement(
-                                    "ecnutscode", o.getEcnutscode().getValue()));
-                }
-                if (o.getCountry() != null) {
-                    metadata.add(XmlSerializationUtils.mapQualifier("country", o.getCountry()));
-                }
-
-                break;
-            case project:
-                final Project p = (Project) entity;
-
-                if (p.getWebsiteurl() != null) {
-                    metadata.add(
-                            XmlSerializationUtils.asXmlElement(
-                                    "websiteurl", p.getWebsiteurl().getValue()));
-                }
-                if (p.getCode() != null) {
-                    metadata.add(
-                            XmlSerializationUtils.asXmlElement("code", p.getCode().getValue()));
-                }
-                if (p.getAcronym() != null) {
-                    metadata.add(
-                            XmlSerializationUtils.asXmlElement(
-                                    "acronym", p.getAcronym().getValue()));
-                }
-                if (p.getTitle() != null) {
-                    metadata.add(
-                            XmlSerializationUtils.asXmlElement("title", p.getTitle().getValue()));
-                }
-                if (p.getStartdate() != null) {
-                    metadata.add(
-                            XmlSerializationUtils.asXmlElement(
-                                    "startdate", p.getStartdate().getValue()));
-                }
-                if (p.getEnddate() != null) {
-                    metadata.add(
-                            XmlSerializationUtils.asXmlElement(
-                                    "enddate", p.getEnddate().getValue()));
-                }
-                if (p.getCallidentifier() != null) {
-                    metadata.add(
-                            XmlSerializationUtils.asXmlElement(
-                                    "callidentifier", p.getCallidentifier().getValue()));
-                }
-                if (p.getKeywords() != null) {
-                    metadata.add(
-                            XmlSerializationUtils.asXmlElement(
-                                    "keywords", p.getKeywords().getValue()));
-                }
-                if (p.getDuration() != null) {
-                    metadata.add(
-                            XmlSerializationUtils.asXmlElement(
-                                    "duration", p.getDuration().getValue()));
-                }
-                if (p.getEcarticle29_3() != null) {
-                    metadata.add(
-                            XmlSerializationUtils.asXmlElement(
-                                    "ecarticle29_3", p.getEcarticle29_3().getValue()));
-                }
-                if (p.getSubjects() != null) {
-                    metadata.addAll(
-                            p.getSubjects().stream()
-                                    .map(
-                                            sp ->
-                                                    XmlSerializationUtils.mapStructuredProperty(
-                                                            "subject", sp))
-                                    .collect(Collectors.toList()));
-                }
-                if (p.getContracttype() != null) {
-                    metadata.add(
-                            XmlSerializationUtils.mapQualifier(
-                                    "contracttype", p.getContracttype()));
-                }
-                if (p.getEcsc39() != null) {
-                    metadata.add(
-                            XmlSerializationUtils.asXmlElement("ecsc39", p.getEcsc39().getValue()));
-                }
-                if (p.getContactfullname() != null) {
-                    metadata.add(
-                            XmlSerializationUtils.asXmlElement(
-                                    "contactfullname", p.getContactfullname().getValue()));
-                }
-                if (p.getContactfax() != null) {
-                    metadata.add(
-                            XmlSerializationUtils.asXmlElement(
-                                    "contactfax", p.getContactfax().getValue()));
-                }
-                if (p.getContactphone() != null) {
-                    metadata.add(
-                            XmlSerializationUtils.asXmlElement(
-                                    "contactphone", p.getContactphone().getValue()));
-                }
-                if (p.getContactemail() != null) {
-                    metadata.add(
-                            XmlSerializationUtils.asXmlElement(
-                                    "contactemail", p.getContactemail().getValue()));
-                }
-                if (p.getSummary() != null) {
-                    metadata.add(
-                            XmlSerializationUtils.asXmlElement(
-                                    "summary", p.getSummary().getValue()));
-                }
-                if (p.getCurrency() != null) {
-                    metadata.add(
-                            XmlSerializationUtils.asXmlElement(
-                                    "currency", p.getCurrency().getValue()));
-                }
-                if (p.getTotalcost() != null) {
-                    metadata.add(
-                            XmlSerializationUtils.asXmlElement(
-                                    "totalcost", p.getTotalcost().toString()));
-                }
-                if (p.getFundedamount() != null) {
-                    metadata.add(
-                            XmlSerializationUtils.asXmlElement(
-                                    "fundedamount", p.getFundedamount().toString()));
-                }
-                if (p.getFundingtree() != null) {
-                    metadata.addAll(
-                            p.getFundingtree().stream()
-                                    .map(ft -> ft.getValue())
-                                    .collect(Collectors.toList()));
-                }
-
-                break;
-            default:
-                throw new IllegalArgumentException("invalid entity type: " + type);
-        }
-
-        return metadata;
+  private XMLTag addContextDef(final XMLTag tag, final ContextDef def) {
+    tag.addTag(def.getName()).addAttribute("id", def.getId()).addAttribute("label", def.getLabel());
+    if ((def.getType() != null) && !def.getType().isEmpty()) {
+      tag.addAttribute("type", def.getType());
     }
+    return tag;
+  }
 
-    private void mapDatasourceType(List<String> metadata, final Qualifier dsType) {
-        metadata.add(XmlSerializationUtils.mapQualifier("datasourcetype", dsType));
+  private String asStringElement(final org.w3c.dom.Element element, final Transformer transformer)
+      throws TransformerException {
+    final StringWriter buffer = new StringWriter();
+    transformer.transform(new DOMSource(element), new StreamResult(buffer));
+    return buffer.toString();
+  }
 
-        if (specialDatasourceTypes.contains(dsType.getClassid())) {
-            dsType.setClassid("other");
-            dsType.setClassname("other");
-        }
-        metadata.add(XmlSerializationUtils.mapQualifier("datasourcetypeui", dsType));
+  private void fillContextMap(final String xmlTree, final Set<String> contexts) {
+
+    Document fundingPath;
+    try {
+      fundingPath = new SAXReader().read(new StringReader(xmlTree));
+    } catch (final DocumentException e) {
+      throw new RuntimeException(e);
     }
+    try {
+      final Node funder = fundingPath.selectSingleNode("//funder");
 
-    private String mapRelation(Tuple2 link, TemplateFactory templateFactory, Set<String> contexts) {
-        final Relation rel = link.getRelation();
-        final RelatedEntity re = link.getRelatedEntity();
-        final String targetType = link.getRelatedEntity().getType();
+      if (funder != null) {
 
-        final List<String> metadata = Lists.newArrayList();
-        switch (EntityType.valueOf(targetType)) {
-            case publication:
-            case dataset:
-            case otherresearchproduct:
-            case software:
-                if (re.getTitle() != null && isNotBlank(re.getTitle().getValue())) {
-                    metadata.add(
-                            XmlSerializationUtils.mapStructuredProperty("title", re.getTitle()));
-                }
-                if (isNotBlank(re.getDateofacceptance())) {
-                    metadata.add(
-                            XmlSerializationUtils.asXmlElement(
-                                    "dateofacceptance", re.getDateofacceptance()));
-                }
-                if (isNotBlank(re.getPublisher())) {
-                    metadata.add(
-                            XmlSerializationUtils.asXmlElement("publisher", re.getPublisher()));
-                }
-                if (isNotBlank(re.getCodeRepositoryUrl())) {
-                    metadata.add(
-                            XmlSerializationUtils.asXmlElement(
-                                    "coderepositoryurl", re.getCodeRepositoryUrl()));
-                }
-                if (re.getResulttype() != null & re.getResulttype().isBlank()) {
-                    metadata.add(
-                            XmlSerializationUtils.mapQualifier("resulttype", re.getResulttype()));
-                }
-                if (re.getCollectedfrom() != null) {
-                    metadata.addAll(
-                            re.getCollectedfrom().stream()
-                                    .map(
-                                            kv ->
-                                                    XmlSerializationUtils.mapKeyValue(
-                                                            "collectedfrom", kv))
-                                    .collect(Collectors.toList()));
-                }
-                if (re.getPid() != null) {
-                    metadata.addAll(
-                            re.getPid().stream()
-                                    .map(p -> XmlSerializationUtils.mapStructuredProperty("pid", p))
-                                    .collect(Collectors.toList()));
-                }
-                break;
-            case datasource:
-                if (isNotBlank(re.getOfficialname())) {
-                    metadata.add(
-                            XmlSerializationUtils.asXmlElement(
-                                    "officialname", re.getOfficialname()));
-                }
-                if (re.getDatasourcetype() != null & !re.getDatasourcetype().isBlank()) {
-                    mapDatasourceType(metadata, re.getDatasourcetype());
-                }
-                if (re.getOpenairecompatibility() != null
-                        & !re.getOpenairecompatibility().isBlank()) {
-                    metadata.add(
-                            XmlSerializationUtils.mapQualifier(
-                                    "openairecompatibility", re.getOpenairecompatibility()));
-                }
-                break;
-            case organization:
-                if (isNotBlank(re.getLegalname())) {
-                    metadata.add(
-                            XmlSerializationUtils.asXmlElement("legalname", re.getLegalname()));
-                }
-                if (isNotBlank(re.getLegalshortname())) {
-                    metadata.add(
-                            XmlSerializationUtils.asXmlElement(
-                                    "legalshortname", re.getLegalshortname()));
-                }
-                if (re.getCountry() != null & !re.getCountry().isBlank()) {
-                    metadata.add(XmlSerializationUtils.mapQualifier("country", re.getCountry()));
-                }
-                break;
-            case project:
-                if (isNotBlank(re.getProjectTitle())) {
-                    metadata.add(XmlSerializationUtils.asXmlElement("title", re.getProjectTitle()));
-                }
-                if (isNotBlank(re.getCode())) {
-                    metadata.add(XmlSerializationUtils.asXmlElement("code", re.getCode()));
-                }
-                if (isNotBlank(re.getAcronym())) {
-                    metadata.add(XmlSerializationUtils.asXmlElement("acronym", re.getAcronym()));
-                }
-                if (re.getContracttype() != null & !re.getContracttype().isBlank()) {
-                    metadata.add(
-                            XmlSerializationUtils.mapQualifier(
-                                    "contracttype", re.getContracttype()));
-                }
-                if (re.getFundingtree() != null & contexts != null) {
-                    metadata.addAll(
-                            re.getFundingtree().stream()
-                                    .peek(ft -> fillContextMap(ft, contexts))
-                                    .map(ft -> getRelFundingTree(ft))
-                                    .collect(Collectors.toList()));
-                }
-                break;
-            default:
-                throw new IllegalArgumentException("invalid target type: " + targetType);
-        }
-        final DataInfo info = rel.getDataInfo();
-        final String scheme = ModelSupport.getScheme(re.getType(), targetType);
+        final String funderShortName = funder.valueOf("./shortname");
+        contexts.add(funderShortName);
 
-        if (StringUtils.isBlank(scheme)) {
-            throw new IllegalArgumentException(
-                    String.format("missing scheme for: <%s - %s>", re.getType(), targetType));
-        }
-
-        final String accumulatorName =
-                getRelDescriptor(rel.getRelType(), rel.getSubRelType(), rel.getRelClass());
-        if (accumulators.containsKey(accumulatorName)) {
-            accumulators.get(accumulatorName).add(1);
-        }
-
-        return templateFactory.getRel(
-                targetType,
-                rel.getTarget(),
-                Sets.newHashSet(metadata),
-                rel.getRelClass(),
-                scheme,
-                info);
-    }
-
-    private List<String> listChildren(
-            final OafEntity entity, JoinedEntity je, TemplateFactory templateFactory) {
-
-        final List<String> children = Lists.newArrayList();
-        EntityType entityType = EntityType.valueOf(je.getEntity().getType());
-
-        children.addAll(
-                je.getLinks().stream()
-                        .filter(
-                                link ->
-                                        REL_SUBTYPE_DEDUP.equalsIgnoreCase(
-                                                link.getRelation().getSubRelType()))
-                        .map(link -> mapRelation(link, templateFactory, null))
-                        .collect(Collectors.toCollection(ArrayList::new)));
-
-        if (MainEntityType.result.toString().equals(ModelSupport.getMainType(entityType))) {
-            final List<Instance> instances = ((Result) entity).getInstance();
-            if (instances != null) {
-                for (final Instance instance : ((Result) entity).getInstance()) {
-
-                    final List<String> fields = Lists.newArrayList();
-
-                    if (instance.getAccessright() != null && !instance.getAccessright().isBlank()) {
-                        fields.add(
-                                XmlSerializationUtils.mapQualifier(
-                                        "accessright", instance.getAccessright()));
-                    }
-                    if (instance.getCollectedfrom() != null) {
-                        fields.add(
-                                XmlSerializationUtils.mapKeyValue(
-                                        "collectedfrom", instance.getCollectedfrom()));
-                    }
-                    if (instance.getHostedby() != null) {
-                        fields.add(
-                                XmlSerializationUtils.mapKeyValue(
-                                        "hostedby", instance.getHostedby()));
-                    }
-                    if (instance.getDateofacceptance() != null
-                            && isNotBlank(instance.getDateofacceptance().getValue())) {
-                        fields.add(
-                                XmlSerializationUtils.asXmlElement(
-                                        "dateofacceptance",
-                                        instance.getDateofacceptance().getValue()));
-                    }
-                    if (instance.getInstancetype() != null
-                            && !instance.getInstancetype().isBlank()) {
-                        fields.add(
-                                XmlSerializationUtils.mapQualifier(
-                                        "instancetype", instance.getInstancetype()));
-                    }
-                    if (isNotBlank(instance.getDistributionlocation())) {
-                        fields.add(
-                                XmlSerializationUtils.asXmlElement(
-                                        "distributionlocation",
-                                        instance.getDistributionlocation()));
-                    }
-                    if (instance.getRefereed() != null
-                            && isNotBlank(instance.getRefereed().getValue())) {
-                        fields.add(
-                                XmlSerializationUtils.asXmlElement(
-                                        "refereed", instance.getRefereed().getValue()));
-                    }
-                    if (instance.getProcessingchargeamount() != null
-                            && isNotBlank(instance.getProcessingchargeamount().getValue())) {
-                        fields.add(
-                                XmlSerializationUtils.asXmlElement(
-                                        "processingchargeamount",
-                                        instance.getProcessingchargeamount().getValue()));
-                    }
-                    if (instance.getProcessingchargecurrency() != null
-                            && isNotBlank(instance.getProcessingchargecurrency().getValue())) {
-                        fields.add(
-                                XmlSerializationUtils.asXmlElement(
-                                        "processingchargecurrency",
-                                        instance.getProcessingchargecurrency().getValue()));
-                    }
-
-                    children.add(
-                            templateFactory.getInstance(
-                                    instance.getHostedby().getKey(), fields, instance.getUrl()));
-                }
-            }
-            final List<ExternalReference> ext = ((Result) entity).getExternalReference();
-            if (ext != null) {
-                for (final ExternalReference er : ((Result) entity).getExternalReference()) {
-
-                    final List<String> fields = Lists.newArrayList();
-
-                    if (isNotBlank(er.getSitename())) {
-                        fields.add(
-                                XmlSerializationUtils.asXmlElement("sitename", er.getSitename()));
-                    }
-                    if (isNotBlank(er.getLabel())) {
-                        fields.add(XmlSerializationUtils.asXmlElement("label", er.getLabel()));
-                    }
-                    if (isNotBlank(er.getUrl())) {
-                        fields.add(XmlSerializationUtils.asXmlElement("url", er.getUrl()));
-                    }
-                    if (isNotBlank(er.getDescription())) {
-                        fields.add(
-                                XmlSerializationUtils.asXmlElement(
-                                        "description", er.getDescription()));
-                    }
-                    if (isNotBlank(er.getUrl())) {
-                        fields.add(
-                                XmlSerializationUtils.mapQualifier("qualifier", er.getQualifier()));
-                    }
-                    if (isNotBlank(er.getRefidentifier())) {
-                        fields.add(
-                                XmlSerializationUtils.asXmlElement(
-                                        "refidentifier", er.getRefidentifier()));
-                    }
-                    if (isNotBlank(er.getQuery())) {
-                        fields.add(XmlSerializationUtils.asXmlElement("query", er.getQuery()));
-                    }
-
-                    children.add(templateFactory.getChild("externalreference", null, fields));
-                }
+        contextMapper.put(
+            funderShortName,
+            new ContextDef(funderShortName, funder.valueOf("./name"), "context", "funding"));
+        final Node level0 = fundingPath.selectSingleNode("//funding_level_0");
+        if (level0 != null) {
+          final String level0Id = Joiner.on("::").join(funderShortName, level0.valueOf("./name"));
+          contextMapper.put(
+              level0Id, new ContextDef(level0Id, level0.valueOf("./description"), "category", ""));
+          final Node level1 = fundingPath.selectSingleNode("//funding_level_1");
+          if (level1 == null) {
+            contexts.add(level0Id);
+          } else {
+            final String level1Id = Joiner.on("::").join(level0Id, level1.valueOf("./name"));
+            contextMapper.put(
+                level1Id, new ContextDef(level1Id, level1.valueOf("./description"), "concept", ""));
+            final Node level2 = fundingPath.selectSingleNode("//funding_level_2");
+            if (level2 == null) {
+              contexts.add(level1Id);
+            } else {
+              final String level2Id = Joiner.on("::").join(level1Id, level2.valueOf("./name"));
+              contextMapper.put(
+                  level2Id,
+                  new ContextDef(level2Id, level2.valueOf("./description"), "concept", ""));
+              contexts.add(level2Id);
             }
+          }
         }
-
-        return children;
+      }
+    } catch (final NullPointerException e) {
+      throw new IllegalArgumentException("malformed funding path: " + xmlTree, e);
     }
+  }
 
-    private List<String> listExtraInfo(OafEntity entity) {
-        final List<ExtraInfo> extraInfo = entity.getExtraInfo();
-        return extraInfo != null
-                ? extraInfo.stream()
-                        .map(e -> XmlSerializationUtils.mapExtraInfo(e))
-                        .collect(Collectors.toList())
-                : Lists.newArrayList();
+  @SuppressWarnings("unchecked")
+  protected static String getRelFundingTree(final String xmlTree) {
+    String funding = "<funding>";
+    try {
+      final Document ftree = new SAXReader().read(new StringReader(xmlTree));
+      funding = "<funding>";
+
+      funding += getFunderElement(ftree);
+
+      for (final Object o :
+          Lists.reverse(
+              ftree.selectNodes("//fundingtree//*[starts-with(local-name(),'funding_level_')]"))) {
+        final Element e = (Element) o;
+        final String _id = e.valueOf("./id");
+        funding +=
+            "<"
+                + e.getName()
+                + " name=\""
+                + XmlSerializationUtils.escapeXml(e.valueOf("./name"))
+                + "\">"
+                + XmlSerializationUtils.escapeXml(_id)
+                + "</"
+                + e.getName()
+                + ">";
+      }
+    } catch (final DocumentException e) {
+      throw new IllegalArgumentException(
+          "unable to parse funding tree: " + xmlTree + "\n" + e.getMessage());
+    } finally {
+      funding += "</funding>";
     }
+    return funding;
+  }
 
-    private List<String> buildContexts(final String type, final Set<String> contexts) {
-        final List<String> res = Lists.newArrayList();
+  private static String getFunderElement(final Document ftree) {
+    final String funderId = ftree.valueOf("//fundingtree/funder/id");
+    final String funderShortName = ftree.valueOf("//fundingtree/funder/shortname");
+    final String funderName = ftree.valueOf("//fundingtree/funder/name");
+    final String funderJurisdiction = ftree.valueOf("//fundingtree/funder/jurisdiction");
 
-        if ((contextMapper != null)
-                && !contextMapper.isEmpty()
-                && MainEntityType.result.toString().equals(type)) {
-
-            XMLTag document = XMLDoc.newDocument(true).addRoot("contextRoot");
-
-            for (final String context : contexts) {
-
-                String id = "";
-                for (final String token : Splitter.on("::").split(context)) {
-                    id += token;
-
-                    final ContextDef def = contextMapper.get(id);
-
-                    if (def == null) {
-                        continue;
-                        // throw new IllegalStateException(String.format("cannot find context for id
-                        // '%s'",
-                        // id));
-                    }
-
-                    if (def.getName().equals("context")) {
-                        final String xpath = "//context/@id='" + def.getId() + "'";
-                        if (!document.gotoRoot().rawXpathBoolean(xpath, new Object())) {
-                            document = addContextDef(document.gotoRoot(), def);
-                        }
-                    }
-
-                    if (def.getName().equals("category")) {
-                        final String rootId = substringBefore(def.getId(), "::");
-                        document =
-                                addContextDef(
-                                        document.gotoRoot()
-                                                .gotoTag(
-                                                        "//context[./@id='" + rootId + "']",
-                                                        new Object()),
-                                        def);
-                    }
-
-                    if (def.getName().equals("concept")) {
-                        document = addContextDef(document, def).gotoParent();
-                    }
-                    id += "::";
-                }
-            }
-            final Transformer transformer = getTransformer();
-            for (final org.w3c.dom.Element x : document.gotoRoot().getChildElement()) {
-                try {
-                    res.add(asStringElement(x, transformer));
-                } catch (final TransformerException e) {
-                    throw new RuntimeException(e);
-                }
-            }
-        }
-
-        return res;
-    }
-
-    private Transformer getTransformer() {
-        try {
-            Transformer transformer = TransformerFactory.newInstance().newTransformer();
-            transformer.setOutputProperty(OutputKeys.OMIT_XML_DECLARATION, "yes");
-            return transformer;
-        } catch (TransformerConfigurationException e) {
-            throw new IllegalStateException("unable to create javax.xml.transform.Transformer", e);
-        }
-    }
-
-    private XMLTag addContextDef(final XMLTag tag, final ContextDef def) {
-        tag.addTag(def.getName())
-                .addAttribute("id", def.getId())
-                .addAttribute("label", def.getLabel());
-        if ((def.getType() != null) && !def.getType().isEmpty()) {
-            tag.addAttribute("type", def.getType());
-        }
-        return tag;
-    }
-
-    private String asStringElement(final org.w3c.dom.Element element, final Transformer transformer)
-            throws TransformerException {
-        final StringWriter buffer = new StringWriter();
-        transformer.transform(new DOMSource(element), new StreamResult(buffer));
-        return buffer.toString();
-    }
-
-    private void fillContextMap(final String xmlTree, final Set<String> contexts) {
-
-        Document fundingPath;
-        try {
-            fundingPath = new SAXReader().read(new StringReader(xmlTree));
-        } catch (final DocumentException e) {
-            throw new RuntimeException(e);
-        }
-        try {
-            final Node funder = fundingPath.selectSingleNode("//funder");
-
-            if (funder != null) {
-
-                final String funderShortName = funder.valueOf("./shortname");
-                contexts.add(funderShortName);
-
-                contextMapper.put(
-                        funderShortName,
-                        new ContextDef(
-                                funderShortName, funder.valueOf("./name"), "context", "funding"));
-                final Node level0 = fundingPath.selectSingleNode("//funding_level_0");
-                if (level0 != null) {
-                    final String level0Id =
-                            Joiner.on("::").join(funderShortName, level0.valueOf("./name"));
-                    contextMapper.put(
-                            level0Id,
-                            new ContextDef(
-                                    level0Id, level0.valueOf("./description"), "category", ""));
-                    final Node level1 = fundingPath.selectSingleNode("//funding_level_1");
-                    if (level1 == null) {
-                        contexts.add(level0Id);
-                    } else {
-                        final String level1Id =
-                                Joiner.on("::").join(level0Id, level1.valueOf("./name"));
-                        contextMapper.put(
-                                level1Id,
-                                new ContextDef(
-                                        level1Id, level1.valueOf("./description"), "concept", ""));
-                        final Node level2 = fundingPath.selectSingleNode("//funding_level_2");
-                        if (level2 == null) {
-                            contexts.add(level1Id);
-                        } else {
-                            final String level2Id =
-                                    Joiner.on("::").join(level1Id, level2.valueOf("./name"));
-                            contextMapper.put(
-                                    level2Id,
-                                    new ContextDef(
-                                            level2Id,
-                                            level2.valueOf("./description"),
-                                            "concept",
-                                            ""));
-                            contexts.add(level2Id);
-                        }
-                    }
-                }
-            }
-        } catch (final NullPointerException e) {
-            throw new IllegalArgumentException("malformed funding path: " + xmlTree, e);
-        }
-    }
-
-    @SuppressWarnings("unchecked")
-    protected static String getRelFundingTree(final String xmlTree) {
-        String funding = "<funding>";
-        try {
-            final Document ftree = new SAXReader().read(new StringReader(xmlTree));
-            funding = "<funding>";
-
-            funding += getFunderElement(ftree);
-
-            for (final Object o :
-                    Lists.reverse(
-                            ftree.selectNodes(
-                                    "//fundingtree//*[starts-with(local-name(),'funding_level_')]"))) {
-                final Element e = (Element) o;
-                final String _id = e.valueOf("./id");
-                funding +=
-                        "<"
-                                + e.getName()
-                                + " name=\""
-                                + XmlSerializationUtils.escapeXml(e.valueOf("./name"))
-                                + "\">"
-                                + XmlSerializationUtils.escapeXml(_id)
-                                + "</"
-                                + e.getName()
-                                + ">";
-            }
-        } catch (final DocumentException e) {
-            throw new IllegalArgumentException(
-                    "unable to parse funding tree: " + xmlTree + "\n" + e.getMessage());
-        } finally {
-            funding += "</funding>";
-        }
-        return funding;
-    }
-
-    private static String getFunderElement(final Document ftree) {
-        final String funderId = ftree.valueOf("//fundingtree/funder/id");
-        final String funderShortName = ftree.valueOf("//fundingtree/funder/shortname");
-        final String funderName = ftree.valueOf("//fundingtree/funder/name");
-        final String funderJurisdiction = ftree.valueOf("//fundingtree/funder/jurisdiction");
-
-        return "<funder id=\""
-                + XmlSerializationUtils.escapeXml(funderId)
-                + "\" shortname=\""
-                + XmlSerializationUtils.escapeXml(funderShortName)
-                + "\" name=\""
-                + XmlSerializationUtils.escapeXml(funderName)
-                + "\" jurisdiction=\""
-                + XmlSerializationUtils.escapeXml(funderJurisdiction)
-                + "\" />";
-    }
+    return "<funder id=\""
+        + XmlSerializationUtils.escapeXml(funderId)
+        + "\" shortname=\""
+        + XmlSerializationUtils.escapeXml(funderShortName)
+        + "\" name=\""
+        + XmlSerializationUtils.escapeXml(funderName)
+        + "\" jurisdiction=\""
+        + XmlSerializationUtils.escapeXml(funderJurisdiction)
+        + "\" />";
+  }
 }
diff --git a/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/utils/XmlSerializationUtils.java b/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/utils/XmlSerializationUtils.java
index 4dacce7b9b..0b3109bdef 100644
--- a/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/utils/XmlSerializationUtils.java
+++ b/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/utils/XmlSerializationUtils.java
@@ -8,167 +8,149 @@ import eu.dnetlib.dhp.schema.oaf.*;
 
 public class XmlSerializationUtils {
 
-    // XML 1.0
-    // #x9 | #xA | #xD | [#x20-#xD7FF] | [#xE000-#xFFFD] | [#x10000-#x10FFFF]
-    private static final String xml10pattern =
-            "[^"
-                    + "\u0009\r\n"
-                    + "\u0020-\uD7FF"
-                    + "\uE000-\uFFFD"
-                    + "\ud800\udc00-\udbff\udfff"
-                    + "]";
+  // XML 1.0
+  // #x9 | #xA | #xD | [#x20-#xD7FF] | [#xE000-#xFFFD] | [#x10000-#x10FFFF]
+  private static final String xml10pattern =
+      "[^" + "\u0009\r\n" + "\u0020-\uD7FF" + "\uE000-\uFFFD" + "\ud800\udc00-\udbff\udfff" + "]";
 
-    public static String mapJournal(Journal j) {
-        final String attrs =
-                new StringBuilder()
-                        .append(attr("issn", j.getIssnPrinted()))
-                        .append(attr("eissn", j.getIssnOnline()))
-                        .append(attr("lissn", j.getIssnLinking()))
-                        .append(attr("ep", j.getEp()))
-                        .append(attr("iss", j.getIss()))
-                        .append(attr("sp", j.getSp()))
-                        .append(attr("vol", j.getVol()))
-                        .toString()
-                        .trim();
+  public static String mapJournal(Journal j) {
+    final String attrs =
+        new StringBuilder()
+            .append(attr("issn", j.getIssnPrinted()))
+            .append(attr("eissn", j.getIssnOnline()))
+            .append(attr("lissn", j.getIssnLinking()))
+            .append(attr("ep", j.getEp()))
+            .append(attr("iss", j.getIss()))
+            .append(attr("sp", j.getSp()))
+            .append(attr("vol", j.getVol()))
+            .toString()
+            .trim();
 
-        return new StringBuilder()
-                .append("<journal")
-                .append(isNotBlank(attrs) ? (" " + attrs) : "")
-                .append(">")
-                .append(escapeXml(j.getName()))
-                .append("</journal>")
-                .toString();
+    return new StringBuilder()
+        .append("<journal")
+        .append(isNotBlank(attrs) ? (" " + attrs) : "")
+        .append(">")
+        .append(escapeXml(j.getName()))
+        .append("</journal>")
+        .toString();
+  }
+
+  private static String attr(final String name, final String value) {
+    return isNotBlank(value) ? name + "=\"" + escapeXml(value) + "\" " : "";
+  }
+
+  public static String mapStructuredProperty(String name, StructuredProperty t) {
+    return asXmlElement(
+        name, t.getValue(), t.getQualifier(), t.getDataInfo() != null ? t.getDataInfo() : null);
+  }
+
+  public static String mapQualifier(String name, Qualifier q) {
+    return asXmlElement(name, "", q, null);
+  }
+
+  public static String escapeXml(final String value) {
+    return value
+        .replaceAll("&", "&amp;")
+        .replaceAll("<", "&lt;")
+        .replaceAll(">", "&gt;")
+        .replaceAll("\"", "&quot;")
+        .replaceAll("'", "&apos;")
+        .replaceAll(xml10pattern, "");
+  }
+
+  public static String parseDataInfo(final DataInfo dataInfo) {
+    return new StringBuilder()
+        .append("<datainfo>")
+        .append(asXmlElement("inferred", dataInfo.getInferred() + ""))
+        .append(asXmlElement("deletedbyinference", dataInfo.getDeletedbyinference() + ""))
+        .append(asXmlElement("trust", dataInfo.getTrust() + ""))
+        .append(asXmlElement("inferenceprovenance", dataInfo.getInferenceprovenance() + ""))
+        .append(asXmlElement("provenanceaction", null, dataInfo.getProvenanceaction(), null))
+        .append("</datainfo>")
+        .toString();
+  }
+
+  private static StringBuilder dataInfoAsAttributes(final StringBuilder sb, final DataInfo info) {
+    return sb.append(
+            attr("inferred", info.getInferred() != null ? info.getInferred().toString() : ""))
+        .append(attr("inferenceprovenance", info.getInferenceprovenance()))
+        .append(
+            attr(
+                "provenanceaction",
+                info.getProvenanceaction() != null ? info.getProvenanceaction().getClassid() : ""))
+        .append(attr("trust", info.getTrust()));
+  }
+
+  public static String mapKeyValue(final String name, final KeyValue kv) {
+    return new StringBuilder()
+        .append("<")
+        .append(name)
+        .append(" name=\"")
+        .append(escapeXml(kv.getValue()))
+        .append("\" id=\"")
+        .append(escapeXml(removePrefix(kv.getKey())))
+        .append("\"/>")
+        .toString();
+  }
+
+  public static String mapExtraInfo(final ExtraInfo e) {
+    return new StringBuilder("<extraInfo ")
+        .append("name=\"" + e.getName() + "\" ")
+        .append("typology=\"" + e.getTypology() + "\" ")
+        .append("provenance=\"" + e.getProvenance() + "\" ")
+        .append("trust=\"" + e.getTrust() + "\"")
+        .append(">")
+        .append(e.getValue())
+        .append("</extraInfo>")
+        .toString();
+  }
+
+  public static String asXmlElement(final String name, final String value) {
+    return asXmlElement(name, value, null, null);
+  }
+
+  public static String asXmlElement(
+      final String name, final String value, final Qualifier q, final DataInfo info) {
+    StringBuilder sb = new StringBuilder();
+    sb.append("<");
+    sb.append(name);
+    if (q != null) {
+      sb.append(getAttributes(q));
+    }
+    if (info != null) {
+      sb.append(" ")
+          .append(attr("inferred", info.getInferred() != null ? info.getInferred().toString() : ""))
+          .append(attr("inferenceprovenance", info.getInferenceprovenance()))
+          .append(
+              attr(
+                  "provenanceaction",
+                  info.getProvenanceaction() != null
+                      ? info.getProvenanceaction().getClassid()
+                      : ""))
+          .append(attr("trust", info.getTrust()));
+    }
+    if (isBlank(value)) {
+      sb.append("/>");
+      return sb.toString();
     }
 
-    private static String attr(final String name, final String value) {
-        return isNotBlank(value) ? name + "=\"" + escapeXml(value) + "\" " : "";
-    }
+    sb.append(">");
+    sb.append(escapeXml(value));
+    sb.append("</");
+    sb.append(name);
+    sb.append(">");
 
-    public static String mapStructuredProperty(String name, StructuredProperty t) {
-        return asXmlElement(
-                name,
-                t.getValue(),
-                t.getQualifier(),
-                t.getDataInfo() != null ? t.getDataInfo() : null);
-    }
+    return sb.toString();
+  }
 
-    public static String mapQualifier(String name, Qualifier q) {
-        return asXmlElement(name, "", q, null);
-    }
+  public static String getAttributes(final Qualifier q) {
+    if (q == null || q.isBlank()) return "";
 
-    public static String escapeXml(final String value) {
-        return value.replaceAll("&", "&amp;")
-                .replaceAll("<", "&lt;")
-                .replaceAll(">", "&gt;")
-                .replaceAll("\"", "&quot;")
-                .replaceAll("'", "&apos;")
-                .replaceAll(xml10pattern, "");
-    }
-
-    public static String parseDataInfo(final DataInfo dataInfo) {
-        return new StringBuilder()
-                .append("<datainfo>")
-                .append(asXmlElement("inferred", dataInfo.getInferred() + ""))
-                .append(asXmlElement("deletedbyinference", dataInfo.getDeletedbyinference() + ""))
-                .append(asXmlElement("trust", dataInfo.getTrust() + ""))
-                .append(asXmlElement("inferenceprovenance", dataInfo.getInferenceprovenance() + ""))
-                .append(
-                        asXmlElement(
-                                "provenanceaction", null, dataInfo.getProvenanceaction(), null))
-                .append("</datainfo>")
-                .toString();
-    }
-
-    private static StringBuilder dataInfoAsAttributes(final StringBuilder sb, final DataInfo info) {
-        return sb.append(
-                        attr(
-                                "inferred",
-                                info.getInferred() != null ? info.getInferred().toString() : ""))
-                .append(attr("inferenceprovenance", info.getInferenceprovenance()))
-                .append(
-                        attr(
-                                "provenanceaction",
-                                info.getProvenanceaction() != null
-                                        ? info.getProvenanceaction().getClassid()
-                                        : ""))
-                .append(attr("trust", info.getTrust()));
-    }
-
-    public static String mapKeyValue(final String name, final KeyValue kv) {
-        return new StringBuilder()
-                .append("<")
-                .append(name)
-                .append(" name=\"")
-                .append(escapeXml(kv.getValue()))
-                .append("\" id=\"")
-                .append(escapeXml(removePrefix(kv.getKey())))
-                .append("\"/>")
-                .toString();
-    }
-
-    public static String mapExtraInfo(final ExtraInfo e) {
-        return new StringBuilder("<extraInfo ")
-                .append("name=\"" + e.getName() + "\" ")
-                .append("typology=\"" + e.getTypology() + "\" ")
-                .append("provenance=\"" + e.getProvenance() + "\" ")
-                .append("trust=\"" + e.getTrust() + "\"")
-                .append(">")
-                .append(e.getValue())
-                .append("</extraInfo>")
-                .toString();
-    }
-
-    public static String asXmlElement(final String name, final String value) {
-        return asXmlElement(name, value, null, null);
-    }
-
-    public static String asXmlElement(
-            final String name, final String value, final Qualifier q, final DataInfo info) {
-        StringBuilder sb = new StringBuilder();
-        sb.append("<");
-        sb.append(name);
-        if (q != null) {
-            sb.append(getAttributes(q));
-        }
-        if (info != null) {
-            sb.append(" ")
-                    .append(
-                            attr(
-                                    "inferred",
-                                    info.getInferred() != null
-                                            ? info.getInferred().toString()
-                                            : ""))
-                    .append(attr("inferenceprovenance", info.getInferenceprovenance()))
-                    .append(
-                            attr(
-                                    "provenanceaction",
-                                    info.getProvenanceaction() != null
-                                            ? info.getProvenanceaction().getClassid()
-                                            : ""))
-                    .append(attr("trust", info.getTrust()));
-        }
-        if (isBlank(value)) {
-            sb.append("/>");
-            return sb.toString();
-        }
-
-        sb.append(">");
-        sb.append(escapeXml(value));
-        sb.append("</");
-        sb.append(name);
-        sb.append(">");
-
-        return sb.toString();
-    }
-
-    public static String getAttributes(final Qualifier q) {
-        if (q == null || q.isBlank()) return "";
-
-        return new StringBuilder(" ")
-                .append(attr("classid", q.getClassid()))
-                .append(attr("classname", q.getClassname()))
-                .append(attr("schemeid", q.getSchemeid()))
-                .append(attr("schemename", q.getSchemename()))
-                .toString();
-    }
+    return new StringBuilder(" ")
+        .append(attr("classid", q.getClassid()))
+        .append(attr("classname", q.getClassname()))
+        .append(attr("schemeid", q.getSchemeid()))
+        .append(attr("schemename", q.getSchemename()))
+        .toString();
+  }
 }
diff --git a/dhp-workflows/dhp-graph-provision/src/test/java/eu/dnetlib/dhp/oa/provision/GraphJoinerTest.java b/dhp-workflows/dhp-graph-provision/src/test/java/eu/dnetlib/dhp/oa/provision/GraphJoinerTest.java
index e1c0af7adb..21feb16379 100644
--- a/dhp-workflows/dhp-graph-provision/src/test/java/eu/dnetlib/dhp/oa/provision/GraphJoinerTest.java
+++ b/dhp-workflows/dhp-graph-provision/src/test/java/eu/dnetlib/dhp/oa/provision/GraphJoinerTest.java
@@ -7,35 +7,33 @@ import org.junit.jupiter.api.BeforeEach;
 
 public class GraphJoinerTest {
 
-    private ClassLoader cl = getClass().getClassLoader();
-    private Path workingDir;
-    private Path inputDir;
-    private Path outputDir;
+  private ClassLoader cl = getClass().getClassLoader();
+  private Path workingDir;
+  private Path inputDir;
+  private Path outputDir;
 
-    @BeforeEach
-    public void before() throws IOException {
-        workingDir = Files.createTempDirectory("promote_action_set");
-        inputDir = workingDir.resolve("input");
-        outputDir = workingDir.resolve("output");
-    }
+  @BeforeEach
+  public void before() throws IOException {
+    workingDir = Files.createTempDirectory("promote_action_set");
+    inputDir = workingDir.resolve("input");
+    outputDir = workingDir.resolve("output");
+  }
 
-    private static void copyFiles(Path source, Path target) throws IOException {
-        Files.list(source)
-                .forEach(
-                        f -> {
-                            try {
-                                if (Files.isDirectory(f)) {
-                                    Path subTarget =
-                                            Files.createDirectories(
-                                                    target.resolve(f.getFileName()));
-                                    copyFiles(f, subTarget);
-                                } else {
-                                    Files.copy(f, target.resolve(f.getFileName()));
-                                }
-                            } catch (IOException e) {
-                                e.printStackTrace();
-                                throw new RuntimeException(e);
-                            }
-                        });
-    }
+  private static void copyFiles(Path source, Path target) throws IOException {
+    Files.list(source)
+        .forEach(
+            f -> {
+              try {
+                if (Files.isDirectory(f)) {
+                  Path subTarget = Files.createDirectories(target.resolve(f.getFileName()));
+                  copyFiles(f, subTarget);
+                } else {
+                  Files.copy(f, target.resolve(f.getFileName()));
+                }
+              } catch (IOException e) {
+                e.printStackTrace();
+                throw new RuntimeException(e);
+              }
+            });
+  }
 }
diff --git a/dhp-workflows/dhp-stats-update/pom.xml b/dhp-workflows/dhp-stats-update/pom.xml
new file mode 100644
index 0000000000..4d6318c3e1
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/pom.xml
@@ -0,0 +1,31 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
+    <parent>
+        <artifactId>dhp-workflows</artifactId>
+        <groupId>eu.dnetlib.dhp</groupId>
+        <version>1.1.7-SNAPSHOT</version>
+    </parent>
+    <modelVersion>4.0.0</modelVersion>
+    <artifactId>dhp-stats-update</artifactId>
+    <dependencies>
+        <dependency>
+            <groupId>org.apache.spark</groupId>
+            <artifactId>spark-core_2.11</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>org.apache.spark</groupId>
+            <artifactId>spark-sql_2.11</artifactId>
+        </dependency>
+    </dependencies>
+	<build>
+		<plugins>
+			<plugin>
+				<groupId>pl.project13.maven</groupId>
+				<artifactId>git-commit-id-plugin</artifactId>
+				<configuration>
+					<failOnNoGitDirectory>false</failOnNoGitDirectory>
+				</configuration>
+			</plugin>
+		</plugins>
+	</build>
+</project>
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/config-default.xml b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/config-default.xml
new file mode 100644
index 0000000000..e2953693ff
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/config-default.xml
@@ -0,0 +1,30 @@
+<configuration>
+    <property>
+        <name>jobTracker</name>
+        <value>${jobTracker}</value>
+    </property>
+    <property>
+        <name>nameNode</name>
+        <value>${nameNode}</value>
+    </property>
+    <property>
+        <name>oozie.use.system.libpath</name>
+        <value>true</value>
+    </property>
+    <property>
+        <name>oozie.action.sharelib.for.spark</name>
+        <value>spark2</value>
+    </property>
+     <property>
+        <name>hive_metastore_uris</name>
+        <value>thrift://iis-cdh5-test-m3.ocean.icm.edu.pl:9083</value>
+    </property>
+    <property>
+        <name>hive_jdbc_url</name>
+        <value>jdbc:hive2://iis-cdh5-test-m3.ocean.icm.edu.pl:10000</value>
+    </property>
+	<property>
+		<name>oozie.wf.workflow.notification.url</name>
+		<value>{serviceUrl}/v1/oozieNotification/jobUpdate?jobId=$jobId%26status=$status</value>
+	</property>
+</configuration>
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step1.sql b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step1.sql
new file mode 100644
index 0000000000..ec8a0e4ff5
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step1.sql
@@ -0,0 +1,11 @@
+-- DROP database if EXISTS ${hive_db_name} cascade;
+-- CREATE database ${hive_db_name};
+-- 
+-- CREATE TABLE ${hive_db_name}.Persons ( 
+-- PersonID int, 
+-- LastName varchar(255));
+-- 
+-- INSERT INTO ${hive_db_name}.Persons VALUES (1, "test_db_spyros_rec_111"); 
+
+DROP database IF EXISTS ${stats_db_name} CASCADE;
+CREATE database ${stats_db_name};
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step10_1.sql b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step10_1.sql
new file mode 100644
index 0000000000..5681487535
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step10_1.sql
@@ -0,0 +1,7 @@
+----------------------------------------------------------------
+----------------------------------------------------------------
+-- Organization table/view and Organization related tables/views
+----------------------------------------------------------------
+----------------------------------------------------------------
+DROP TABLE IF EXISTS ${stats_db_name}.organization;
+CREATE TABLE ${stats_db_name}.organization AS SELECT substr(o.id, 4) as id, o.legalname.value as name, o.country.classid as country from ${openaire_db_name}.organization o WHERE o.datainfo.deletedbyinference=false;
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step10_2.sql b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step10_2.sql
new file mode 100644
index 0000000000..4937c84259
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step10_2.sql
@@ -0,0 +1 @@
+CREATE OR REPLACE VIEW ${stats_db_name}.organization_datasources AS SELECT organization AS id, id AS datasource FROM ${stats_db_name}.datasource_organizations;
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step10_3.sql b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step10_3.sql
new file mode 100644
index 0000000000..768cf2a6e3
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step10_3.sql
@@ -0,0 +1 @@
+CREATE OR REPLACE VIEW ${stats_db_name}.organization_projects AS SELECT id AS project, organization as id FROM ${stats_db_name}.project_organizations;
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step11.sql b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step11.sql
new file mode 100644
index 0000000000..145be77b0f
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step11.sql
@@ -0,0 +1,10 @@
+------------------------------------------------------------------------------------------------
+------------------------------------------------------------------------------------------------
+-- Tables/views from external tables/views (Fundref, Country, CountyGDP, roarmap, rndexpediture)
+------------------------------------------------------------------------------------------------
+------------------------------------------------------------------------------------------------
+CREATE OR REPLACE VIEW  ${stats_db_name}.fundref AS SELECT * FROM ${external_stats_db_name}.fundref;
+CREATE OR REPLACE VIEW  ${stats_db_name}.country AS SELECT * FROM ${external_stats_db_name}.country;
+CREATE OR REPLACE VIEW  ${stats_db_name}.countrygdp AS SELECT * FROM ${external_stats_db_name}.countrygdp;
+CREATE OR REPLACE VIEW  ${stats_db_name}.roarmap AS SELECT * FROM ${external_stats_db_name}.roarmap;
+CREATE OR REPLACE VIEW  ${stats_db_name}.rndexpediture AS SELECT * FROM ${external_stats_db_name}.rndexpediture;
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step12_1.sql b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step12_1.sql
new file mode 100644
index 0000000000..c1ec8873a9
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step12_1.sql
@@ -0,0 +1,6 @@
+----------------------------
+-- Post processing - Updates
+----------------------------
+
+--Datasource temporary table updates
+UPDATE ${stats_db_name}.datasource_tmp set harvested ='true' WHERE datasource_tmp.id IN (SELECT DISTINCT d.id FROM ${stats_db_name}.datasource_tmp d, ${stats_db_name}.result_datasources rd where d.id=rd.datasource);
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step12_2.sql b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step12_2.sql
new file mode 100644
index 0000000000..b772bc3744
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step12_2.sql
@@ -0,0 +1,2 @@
+-- Project temporary table update and final project table creation with final updates that can not be applied to ORC tables
+UPDATE ${stats_db_name}.project_tmp SET haspubs='yes' WHERE project_tmp.id IN (SELECT pr.id FROM ${stats_db_name}.project_results pr, ${stats_db_name}.result r WHERE pr.result=r.id AND r.type='publication');
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step12_3.sql b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step12_3.sql
new file mode 100644
index 0000000000..b5e942ed6b
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step12_3.sql
@@ -0,0 +1,20 @@
+DROP TABLE IF EXISTS ${stats_db_name}.project;
+
+CREATE TABLE ${stats_db_name}.project stored as parquet as
+SELECT p.id , p.acronym, p.title, p.funder, p.funding_lvl0, p.funding_lvl1, p.funding_lvl2, p.ec39, p.type, p.startdate, p.enddate, p.start_year, p.end_year, p.duration, 
+CASE WHEN prr1.id IS NULL THEN 'no' ELSE 'yes' END as haspubs, 
+CASE WHEN prr1.id IS NULL THEN 0 ELSE prr1.np END as numpubs, 
+CASE WHEN prr2.id IS NULL THEN 0 ELSE prr2.daysForlastPub END as daysforlastpub, 
+CASE WHEN prr2.id IS NULL THEN 0 ELSE prr2.dp END as delayedpubs,
+p.callidentifier, p.code
+FROM ${stats_db_name}.project_tmp p 
+LEFT JOIN (SELECT pr.id, count(distinct pr.result) AS np
+        FROM ${stats_db_name}.project_results pr INNER JOIN ${stats_db_name}.result r ON pr.result=r.id 
+        WHERE r.type='publication' 
+        GROUP BY pr.id) AS prr1 on prr1.id = p.id
+LEFT JOIN (SELECT pp.id, max(datediff(to_date(r.date), to_date(pp.enddate)) ) as daysForlastPub , count(distinct r.id) as dp
+        FROM ${stats_db_name}.project_tmp pp, ${stats_db_name}.project_results pr, ${stats_db_name}.result r 
+        WHERE pp.id=pr.id AND pr.result=r.id AND r.type='publication' AND datediff(to_date(r.date), to_date(pp.enddate)) > 0 
+        GROUP BY pp.id) AS prr2
+        on prr2.id = p.id;
+        
\ No newline at end of file
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step12_4.sql b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step12_4.sql
new file mode 100644
index 0000000000..2fab61e8d9
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step12_4.sql
@@ -0,0 +1,2 @@
+-- Publication temporary table updates
+UPDATE ${stats_db_name}.publication_tmp SET delayed = 'yes' WHERE publication_tmp.id IN (SELECT distinct r.id FROM stats_wf_db_obs.result r, ${stats_db_name}.project_results pr, ${stats_db_name}.project_tmp p WHERE r.id=pr.result AND pr.id=p.id AND to_date(r.date)-to_date(p.enddate) > 0);
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step12_5.sql b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step12_5.sql
new file mode 100644
index 0000000000..3c7ee35def
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step12_5.sql
@@ -0,0 +1,2 @@
+-- Dataset temporary table updates
+UPDATE ${stats_db_name}.dataset_tmp SET delayed = 'yes' WHERE dataset_tmp.id IN (SELECT distinct r.id FROM stats_wf_db_obs.result r, ${stats_db_name}.project_results pr, ${stats_db_name}.project_tmp p WHERE r.id=pr.result AND pr.id=p.id AND to_date(r.date)-to_date(p.enddate) > 0);
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step12_6.sql b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step12_6.sql
new file mode 100644
index 0000000000..5d38693bc2
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step12_6.sql
@@ -0,0 +1,2 @@
+-- Software temporary table updates
+UPDATE ${stats_db_name}.software_tmp SET delayed = 'yes' WHERE software_tmp.id IN (SELECT distinct r.id FROM ${stats_db_name}.result r, ${stats_db_name}.project_results pr, ${stats_db_name}.project_tmp p WHERE r.id=pr.result AND pr.id=p.id AND to_date(r.date)-to_date(p.enddate) > 0);
\ No newline at end of file
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step12_7.sql b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step12_7.sql
new file mode 100644
index 0000000000..4a5d4ce615
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step12_7.sql
@@ -0,0 +1,2 @@
+-- Oherresearchproduct temporary table updates
+UPDATE ${stats_db_name}.otherresearchproduct_tmp SET delayed = 'yes' WHERE otherresearchproduct_tmp.id IN (SELECT distinct r.id FROM ${stats_db_name}.result r, ${stats_db_name}.project_results pr, ${stats_db_name}.project_tmp p WHERE r.id=pr.result AND pr.id=p.id AND to_date(r.date)-to_date(p.enddate) > 0);
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step12_8.sql b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step12_8.sql
new file mode 100644
index 0000000000..ad375bf3fa
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step12_8.sql
@@ -0,0 +1 @@
+CREATE OR REPLACE VIEW ${stats_db_name}.project_results_publication AS SELECT result_projects.id AS result, result_projects.project AS project_results, result.date as resultdate, project.enddate as projectenddate, result_projects.daysfromend as daysfromend FROM  ${stats_db_name}.result_projects, ${stats_db_name}.result, ${stats_db_name}.project WHERE result_projects.id=result.id and result.type='publication' and project.id=result_projects.project;
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step13.sql b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step13.sql
new file mode 100644
index 0000000000..f68ccab645
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step13.sql
@@ -0,0 +1,26 @@
+------------------------------------------------------------------------------------------------------
+-- Creating parquet tables from the updated temporary tables and removing unnecessary temporary tables
+------------------------------------------------------------------------------------------------------
+
+DROP TABLE IF EXISTS ${stats_db_name}.datasource;
+CREATE TABLE ${stats_db_name}.datasource stored as parquet as select * from ${stats_db_name}.datasource_tmp;
+
+DROP TABLE IF EXISTS  ${stats_db_name}.publication;
+CREATE TABLE ${stats_db_name}.publication stored as parquet as select * from ${stats_db_name}.publication_tmp;
+
+DROP TABLE IF EXISTS ${stats_db_name}.dataset;
+CREATE TABLE ${stats_db_name}.dataset stored as parquet as select * from ${stats_db_name}.dataset_tmp;
+
+DROP TABLE IF EXISTS ${stats_db_name}.software;
+CREATE TABLE ${stats_db_name}.software stored as parquet as select * from ${stats_db_name}.software_tmp;
+
+DROP TABLE IF EXISTS ${stats_db_name}.otherresearchproduct;
+CREATE TABLE ${stats_db_name}.otherresearchproduct stored as parquet as select * from ${stats_db_name}.otherresearchproduct_tmp;
+
+DROP TABLE ${stats_db_name}.project_tmp;
+DROP TABLE ${stats_db_name}.datasource_tmp;
+DROP TABLE ${stats_db_name}.publication_tmp;
+DROP TABLE ${stats_db_name}.dataset_tmp;
+DROP TABLE ${stats_db_name}.software_tmp;
+DROP TABLE ${stats_db_name}.otherresearchproduct_tmp;
+
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step14.sql b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step14.sql
new file mode 100644
index 0000000000..24e9e31074
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step14.sql
@@ -0,0 +1,7 @@
+----------------------------------------------
+-- Re-creating views from final parquet tables
+---------------------------------------------
+
+-- Result
+CREATE OR REPLACE VIEW ${stats_db_name}.result as SELECT *, bestlicence as access_mode FROM ${stats_db_name}.publication UNION ALL SELECT *, bestlicence as access_mode FROM ${stats_db_name}.software UNION ALL SELECT *, bestlicence as access_mode FROM ${stats_db_name}.dataset UNION ALL SELECT *, bestlicence as access_mode FROM ${stats_db_name}.otherresearchproduct;
+
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step2_1.sql b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step2_1.sql
new file mode 100644
index 0000000000..d20bb73e29
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step2_1.sql
@@ -0,0 +1,10 @@
+--------------------------------------------------------------
+--------------------------------------------------------------
+-- 2. Publication table/view and Publication related tables/views
+--------------------------------------------------------------
+--------------------------------------------------------------
+
+-- Publication temporary table
+DROP TABLE IF EXISTS ${stats_db_name}.publication_tmp;
+
+CREATE TABLE ${stats_db_name}.publication_tmp (id STRING,   title STRING,   publisher STRING,   journal STRING,   date STRING,   year STRING,   bestlicence STRING,   embargo_end_date STRING,   delayed BOOLEAN,   authors INT,   source STRING,   abstract BOOLEAN,   type STRING )  clustered by (id) into 100 buckets stored as orc tblproperties('transactional'='true');
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step2_2.sql b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step2_2.sql
new file mode 100644
index 0000000000..1c67596dbb
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step2_2.sql
@@ -0,0 +1,19 @@
+-- The following throws the following exception on CRN HUE Hive:
+-- Error while compiling statement: FAILED: SemanticException [Error 10011]: Line 2:34 Invalid function 'date_format'
+-- But runs OK on OCEAN HUE Hive
+
+INSERT INTO ${stats_db_name}.publication_tmp SELECT substr(p.id, 4) as id, p.title[0].value as title, p.publisher.value as publisher, p.journal.name as journal , 
+p.dateofacceptance.value as date, date_format(p.dateofacceptance.value,'yyyy') as year, p.bestaccessright.classname as bestlicence,
+p.embargoenddate.value as embargo_end_date, false as delayed, size(p.author) as authors , concat_ws('\u003B',p.source.value) as source,
+case when size(p.description) > 0 then true else false end as abstract,
+'publication' as type
+from ${openaire_db_name}.publication p
+where p.datainfo.deletedbyinference=false;
+
+-- INSERT INTO ${hive_db_name}.publication_tmp SELECT substr(p.id, 4) as id, p.title[0].value as title, p.publisher.value as publisher, p.journal.name as journal,
+-- p.dateofacceptance.value as date, date_format(p.dateofacceptance.value,'yyyy') as year, p.bestaccessright.classname as bestlicence,
+-- p.embargoenddate.value as embargo_end_date, false as delayed, size(p.author) as authors , concat_ws('\u003B',p.source.value) as source,
+-- case when size(p.description) > 0 then true else false end as abstract,
+-- 'publication' as type
+-- from openaire.publication p
+-- where p.datainfo.deletedbyinference=false;
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step2_3.sql b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step2_3.sql
new file mode 100644
index 0000000000..bf0e855500
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step2_3.sql
@@ -0,0 +1 @@
+CREATE TABLE ${stats_db_name}.publication_classifications AS SELECT substr(p.id, 4) as id, instancetype.classname as type from ${openaire_db_name}.publication p LATERAL VIEW explode(p.instance.instancetype) instances as instancetype;
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step2_4.sql b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step2_4.sql
new file mode 100644
index 0000000000..a38bcf62d9
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step2_4.sql
@@ -0,0 +1 @@
+CREATE TABLE ${stats_db_name}.publication_concepts AS SELECT substr(p.id, 4) as id, contexts.context.id as concept from ${openaire_db_name}.publication p LATERAL VIEW explode(p.context) contexts as context;
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step2_5.sql b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step2_5.sql
new file mode 100644
index 0000000000..2998334526
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step2_5.sql
@@ -0,0 +1 @@
+CREATE TABLE ${stats_db_name}.publication_datasources as SELECT p.id, case when d.id is null then 'other' else p.datasource end as datasource FROM (SELECT  substr(p.id, 4) as id, substr(instances.instance.hostedby.key, 4) as datasource from ${openaire_db_name}.publication p lateral view explode(p.instance) instances as instance) p LEFT OUTER JOIN (SELECT substr(d.id, 4) id from ${openaire_db_name}.datasource d WHERE d.datainfo.deletedbyinference=false) d on p.datasource = d.id;
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step2_6.sql b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step2_6.sql
new file mode 100644
index 0000000000..fd4dbe05c2
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step2_6.sql
@@ -0,0 +1 @@
+CREATE TABLE ${stats_db_name}.publication_languages AS select substr(p.id, 4) as id, p.language.classname as language from ${openaire_db_name}.publication p;
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step2_7.sql b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step2_7.sql
new file mode 100644
index 0000000000..24cd59670c
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step2_7.sql
@@ -0,0 +1 @@
+CREATE TABLE ${stats_db_name}.publication_oids AS SELECT substr(p.id, 4) as id, oids.ids as oid from ${openaire_db_name}.publication p LATERAL VIEW explode(p.originalid) oids as ids;
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step2_8.sql b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step2_8.sql
new file mode 100644
index 0000000000..1ddb2bd3be
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step2_8.sql
@@ -0,0 +1 @@
+create table ${stats_db_name}.publication_pids as select substr(p.id, 4) as id, ppid.qualifier.classname as type, ppid.value as pid from ${openaire_db_name}.publication p lateral view explode(p.pid) pids as ppid;
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step2_9.sql b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step2_9.sql
new file mode 100644
index 0000000000..5507eeb7a9
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step2_9.sql
@@ -0,0 +1 @@
+create table ${stats_db_name}.publication_topics as select substr(p.id, 4) as id, subjects.subject.qualifier.classname as type, subjects.subject.value as topic from ${openaire_db_name}.publication p lateral view explode(p.subject) subjects as subject;
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step3.sql b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step3.sql
new file mode 100644
index 0000000000..567b94994c
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step3.sql
@@ -0,0 +1,2 @@
+-- 3. Publication_citations
+CREATE TABLE ${stats_db_name}.publication_citations AS SELECT substr(p.id, 4) AS id, xpath_string(citation.value, "//citation/id[@type='openaire']/@value") AS result FROM ${openaire_db_name}.publication p lateral view explode(p.extrainfo) citations AS citation WHERE xpath_string(citation.value, "//citation/id[@type='openaire']/@value") !="";
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step4_1.sql b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step4_1.sql
new file mode 100644
index 0000000000..3668059a6a
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step4_1.sql
@@ -0,0 +1,9 @@
+------------------------------------------------------
+------------------------------------------------------
+-- 4. Dataset table/view and Dataset related tables/views
+------------------------------------------------------
+------------------------------------------------------
+
+-- Dataset temporary table supporting updates
+DROP TABLE IF EXISTS ${stats_db_name}.dataset_tmp;
+CREATE TABLE ${stats_db_name}.dataset_tmp (id STRING, title STRING, publisher STRING, journal STRING, date STRING, year STRING, bestlicence STRING, embargo_end_date STRING, delayed BOOLEAN,   authors INT,   source STRING,   abstract BOOLEAN,   type STRING ) clustered by (id) into 100 buckets stored as orc tblproperties('transactional'='true');
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step4_10.sql b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step4_10.sql
new file mode 100644
index 0000000000..85a8eac7f2
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step4_10.sql
@@ -0,0 +1 @@
+create table ${stats_db_name}.dataset_topics as select substr(p.id, 4) as id, subjects.subject.qualifier.classname as type, subjects.subject.value as topic from ${openaire_db_name}.dataset p lateral view explode(p.subject) subjects as subject;
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step4_2.sql b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step4_2.sql
new file mode 100644
index 0000000000..3c8bb7c0fe
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step4_2.sql
@@ -0,0 +1,7 @@
+INSERT INTO ${stats_db_name}.dataset_tmp select substr(d.id, 4) as id, d.title[0].value as title, d.publisher.value as publisher, cast(null as string) as journal, 
+d.dateofacceptance.value as date, date_format(d.dateofacceptance.value,'yyyy') as year, d.bestaccessright.classname as bestlicence,
+d.embargoenddate.value as embargo_end_date, false as delayed, size(d.author) as authors , concat_ws('\u003B',d.source.value) as source,
+ case when size(d.description) > 0 then true else false end as abstract,
+'dataset' as type
+from ${openaire_db_name}.dataset d
+where d.datainfo.deletedbyinference=false;
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step4_3.sql b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step4_3.sql
new file mode 100644
index 0000000000..54e23621a3
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step4_3.sql
@@ -0,0 +1,2 @@
+-- Dataset_citations
+Create table ${stats_db_name}.dataset_citations as select substr(d.id, 4) as id, xpath_string(citation.value, "//citation/id[@type='openaire']/@value") as result from ${openaire_db_name}.dataset d  lateral view explode(d.extrainfo) citations as citation where xpath_string(citation.value, "//citation/id[@type='openaire']/@value") !="";
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step4_4.sql b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step4_4.sql
new file mode 100644
index 0000000000..7bc81c7f81
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step4_4.sql
@@ -0,0 +1 @@
+CREATE TABLE ${stats_db_name}.dataset_classifications AS SELECT substr(p.id, 4) as id, instancetype.classname as type from ${openaire_db_name}.dataset p LATERAL VIEW explode(p.instance.instancetype) instances as instancetype;
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step4_5.sql b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step4_5.sql
new file mode 100644
index 0000000000..73aff989db
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step4_5.sql
@@ -0,0 +1 @@
+CREATE TABLE ${stats_db_name}.dataset_concepts AS SELECT substr(p.id, 4) as id, contexts.context.id as concept from ${openaire_db_name}.dataset p LATERAL VIEW explode(p.context) contexts as context;
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step4_6.sql b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step4_6.sql
new file mode 100644
index 0000000000..1ca686f706
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step4_6.sql
@@ -0,0 +1,3 @@
+CREATE TABLE ${stats_db_name}.dataset_datasources as SELECT p.id, case when d.id is null then 'other' else p.datasource end as datasource FROM (SELECT  substr(p.id, 4) as id, substr(instances.instance.hostedby.key, 4) as datasource 
+from ${openaire_db_name}.dataset p lateral view explode(p.instance) instances as instance) p LEFT OUTER JOIN
+(SELECT substr(d.id, 4) id from ${openaire_db_name}.datasource d WHERE d.datainfo.deletedbyinference=false) d on p.datasource = d.id;
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step4_7.sql b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step4_7.sql
new file mode 100644
index 0000000000..70c0b3e4fb
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step4_7.sql
@@ -0,0 +1 @@
+CREATE TABLE ${stats_db_name}.dataset_languages AS select substr(p.id, 4) as id, p.language.classname as language from ${openaire_db_name}.dataset p;
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step4_8.sql b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step4_8.sql
new file mode 100644
index 0000000000..c750ad00b4
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step4_8.sql
@@ -0,0 +1 @@
+CREATE TABLE ${stats_db_name}.dataset_oids AS SELECT substr(p.id, 4) as id, oids.ids as oid from ${openaire_db_name}.dataset p LATERAL VIEW explode(p.originalid) oids as ids;
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step4_9.sql b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step4_9.sql
new file mode 100644
index 0000000000..1d9f4c5961
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step4_9.sql
@@ -0,0 +1 @@
+create table ${stats_db_name}.dataset_pids as select substr(p.id, 4) as id, ppid.qualifier.classname as type, ppid.value as pid from ${openaire_db_name}.dataset p lateral view explode(p.pid) pids as ppid;
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step5_1.sql b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step5_1.sql
new file mode 100644
index 0000000000..89f8697604
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step5_1.sql
@@ -0,0 +1,9 @@
+--------------------------------------------------------
+--------------------------------------------------------
+-- 5. Software table/view and Software related tables/views
+--------------------------------------------------------
+--------------------------------------------------------
+
+-- Software temporary table supporting updates
+DROP TABLE IF EXISTS ${stats_db_name}.software_tmp;
+CREATE TABLE ${stats_db_name}.software_tmp (id STRING,   title STRING,   publisher STRING,   journal STRING,   date STRING,   year STRING,   bestlicence STRING,   embargo_end_date STRING,   delayed BOOLEAN,   authors INT,   source STRING,   abstract BOOLEAN,   type STRING )  clustered by (id) into 100 buckets stored as orc tblproperties('transactional'='true');
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step5_10.sql b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step5_10.sql
new file mode 100644
index 0000000000..acc70958b1
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step5_10.sql
@@ -0,0 +1 @@
+create table ${stats_db_name}.software_topics as select substr(p.id, 4) as id, subjects.subject.qualifier.classname as type, subjects.subject.value as topic from ${openaire_db_name}.software p lateral view explode(p.subject) subjects as subject;
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step5_2.sql b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step5_2.sql
new file mode 100644
index 0000000000..4a3f10c64e
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step5_2.sql
@@ -0,0 +1,7 @@
+INSERT INTO ${stats_db_name}.software_tmp select substr(s.id, 4) as id, s.title[0].value as title, s.publisher.value as publisher, cast(null as string) as journal, 
+s.dateofacceptance.value as date, date_format(s.dateofacceptance.value,'yyyy') as year, s.bestaccessright.classname as bestlicence,
+s.embargoenddate.value as embargo_end_date, false as delayed, size(s.author) as authors , concat_ws('\u003B',s.source.value) as source,
+ case when size(s.description) > 0 then true else false end as abstract,
+'software' as type
+from ${openaire_db_name}.software s
+where s.datainfo.deletedbyinference=false;
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step5_3.sql b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step5_3.sql
new file mode 100644
index 0000000000..f8073a583e
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step5_3.sql
@@ -0,0 +1,2 @@
+-- Software_citations
+Create table ${stats_db_name}.software_citations as select substr(s.id, 4) as id, xpath_string(citation.value, "//citation/id[@type='openaire']/@value") as result from ${openaire_db_name}.software s  lateral view explode(s.extrainfo) citations as citation where xpath_string(citation.value, "//citation/id[@type='openaire']/@value") !="";
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step5_4.sql b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step5_4.sql
new file mode 100644
index 0000000000..b340cfc243
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step5_4.sql
@@ -0,0 +1 @@
+CREATE TABLE ${stats_db_name}.software_classifications AS SELECT substr(p.id, 4) as id, instancetype.classname as type from ${openaire_db_name}.software p LATERAL VIEW explode(p.instance.instancetype) instances as instancetype;
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step5_5.sql b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step5_5.sql
new file mode 100644
index 0000000000..d2b0f3d1d1
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step5_5.sql
@@ -0,0 +1 @@
+CREATE TABLE ${stats_db_name}.software_concepts AS SELECT substr(p.id, 4) as id, contexts.context.id as concept from ${openaire_db_name}.software p LATERAL VIEW explode(p.context) contexts as context;
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step5_6.sql b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step5_6.sql
new file mode 100644
index 0000000000..dfe32075bf
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step5_6.sql
@@ -0,0 +1,3 @@
+CREATE TABLE ${stats_db_name}.software_datasources as SELECT p.id, case when d.id is null then 'other' else p.datasource end as datasource FROM (SELECT  substr(p.id, 4) as id, substr(instances.instance.hostedby.key, 4) as datasource 
+from ${openaire_db_name}.software p lateral view explode(p.instance) instances as instance) p LEFT OUTER JOIN
+(SELECT substr(d.id, 4) id from ${openaire_db_name}.datasource d WHERE d.datainfo.deletedbyinference=false) d on p.datasource = d.id;
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step5_7.sql b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step5_7.sql
new file mode 100644
index 0000000000..0fdb0fab3d
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step5_7.sql
@@ -0,0 +1 @@
+CREATE TABLE ${stats_db_name}.software_languages AS select substr(p.id, 4) as id, p.language.classname as language from ${openaire_db_name}.software p;
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step5_8.sql b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step5_8.sql
new file mode 100644
index 0000000000..79c4b313d9
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step5_8.sql
@@ -0,0 +1 @@
+CREATE TABLE ${stats_db_name}.software_oids AS SELECT substr(p.id, 4) as id, oids.ids as oid from ${openaire_db_name}.software p LATERAL VIEW explode(p.originalid) oids as ids;
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step5_9.sql b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step5_9.sql
new file mode 100644
index 0000000000..a8aaa5d838
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step5_9.sql
@@ -0,0 +1 @@
+create table ${stats_db_name}.software_pids as select substr(p.id, 4) as id, ppid.qualifier.classname as type, ppid.value as pid from ${openaire_db_name}.software p lateral view explode(p.pid) pids as ppid;
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step6_1.sql b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step6_1.sql
new file mode 100644
index 0000000000..4e59465fa0
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step6_1.sql
@@ -0,0 +1,9 @@
+--------------------------------------------------------------------------------
+--------------------------------------------------------------------------------
+-- 6. Otherresearchproduct table/view and Otherresearchproduct related tables/views
+--------------------------------------------------------------------------------
+--------------------------------------------------------------------------------
+
+-- Otherresearchproduct temporary table supporting updates
+DROP TABLE IF EXISTS ${stats_db_name}.otherresearchproduct_tmp;
+CREATE TABLE ${stats_db_name}.otherresearchproduct_tmp (   id STRING,   title STRING,   publisher STRING,   journal STRING,   date STRING,   year STRING,   bestlicence STRING,   embargo_end_date STRING,   delayed BOOLEAN,   authors INT,   source STRING,   abstract BOOLEAN,   type STRING )  clustered by (id) into 100 buckets stored as orc tblproperties('transactional'='true');
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step6_10.sql b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step6_10.sql
new file mode 100644
index 0000000000..e2e7886343
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step6_10.sql
@@ -0,0 +1 @@
+create table ${stats_db_name}.otherresearchproduct_topics as select substr(p.id, 4) as id, subjects.subject.qualifier.classname as type, subjects.subject.value as topic from ${openaire_db_name}.otherresearchproduct p lateral view explode(p.subject) subjects as subject;
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step6_2.sql b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step6_2.sql
new file mode 100644
index 0000000000..7c7ed370d1
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step6_2.sql
@@ -0,0 +1,7 @@
+INSERT INTO ${stats_db_name}.otherresearchproduct_tmp select substr(o.id, 4) as id, o.title[0].value as title, o.publisher.value as publisher, cast(null as string) as journal, 
+o.dateofacceptance.value as date, date_format(o.dateofacceptance.value,'yyyy') as year, o.bestaccessright.classname as bestlicence,
+o.embargoenddate.value as embargo_end_date, false as delayed, size(o.author) as authors , concat_ws('\u003B',o.source.value) as source,
+case when size(o.description) > 0 then true else false end as abstract,
+'other' as type 
+from ${openaire_db_name}.otherresearchproduct o
+where o.datainfo.deletedbyinference=false;
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step6_3.sql b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step6_3.sql
new file mode 100644
index 0000000000..c6b9255dfb
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step6_3.sql
@@ -0,0 +1,2 @@
+-- Otherresearchproduct_citations
+Create table ${stats_db_name}.otherresearchproduct_citations as select substr(o.id, 4) as id, xpath_string(citation.value, "//citation/id[@type='openaire']/@value") as result from ${openaire_db_name}.otherresearchproduct o  lateral view explode(o.extrainfo) citations as citation where xpath_string(citation.value, "//citation/id[@type='openaire']/@value") !="";
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step6_4.sql b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step6_4.sql
new file mode 100644
index 0000000000..0a93764b69
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step6_4.sql
@@ -0,0 +1 @@
+CREATE TABLE ${stats_db_name}.otherresearchproduct_classifications AS SELECT substr(p.id, 4) as id, instancetype.classname as type from ${openaire_db_name}.otherresearchproduct p LATERAL VIEW explode(p.instance.instancetype) instances as instancetype;
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step6_5.sql b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step6_5.sql
new file mode 100644
index 0000000000..a37f2f25e1
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step6_5.sql
@@ -0,0 +1 @@
+CREATE TABLE ${stats_db_name}.otherresearchproduct_concepts AS SELECT substr(p.id, 4) as id, contexts.context.id as concept from ${openaire_db_name}.otherresearchproduct p LATERAL VIEW explode(p.context) contexts as context;
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step6_6.sql b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step6_6.sql
new file mode 100644
index 0000000000..b7aa69e9a1
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step6_6.sql
@@ -0,0 +1,3 @@
+CREATE TABLE ${stats_db_name}.otherresearchproduct_datasources as SELECT p.id, case when d.id is null then 'other' else p.datasource end as datasource FROM (SELECT  substr(p.id, 4) as id, substr(instances.instance.hostedby.key, 4) as datasource 
+from ${openaire_db_name}.otherresearchproduct p lateral view explode(p.instance) instances as instance) p LEFT OUTER JOIN
+(SELECT substr(d.id, 4) id from ${openaire_db_name}.datasource d WHERE d.datainfo.deletedbyinference=false) d on p.datasource = d.id;
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step6_7.sql b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step6_7.sql
new file mode 100644
index 0000000000..ba9208cf68
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step6_7.sql
@@ -0,0 +1 @@
+CREATE TABLE ${stats_db_name}.otherresearchproduct_languages AS select substr(p.id, 4) as id, p.language.classname as language from ${openaire_db_name}.otherresearchproduct p;
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step6_8.sql b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step6_8.sql
new file mode 100644
index 0000000000..4f2c5c3bbb
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step6_8.sql
@@ -0,0 +1 @@
+CREATE TABLE ${stats_db_name}.otherresearchproduct_oids AS SELECT substr(p.id, 4) as id, oids.ids as oid from ${openaire_db_name}.otherresearchproduct p LATERAL VIEW explode(p.originalid) oids as ids;
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step6_9.sql b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step6_9.sql
new file mode 100644
index 0000000000..4ab11adfef
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step6_9.sql
@@ -0,0 +1 @@
+create table ${stats_db_name}.otherresearchproduct_pids as select substr(p.id, 4) as id, ppid.qualifier.classname as type, ppid.value as pid from ${openaire_db_name}.otherresearchproduct p lateral view explode(p.pid) pids as ppid;
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step7_1.sql b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step7_1.sql
new file mode 100644
index 0000000000..0c775452d9
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step7_1.sql
@@ -0,0 +1,8 @@
+------------------------------------------------------
+------------------------------------------------------
+-- 7. Project table/view and Project related tables/views
+------------------------------------------------------
+------------------------------------------------------
+-- Project_oids Table
+DROP TABLE IF EXISTS ${stats_db_name}.project_oids;
+CREATE TABLE ${stats_db_name}.project_oids AS SELECT substr(p.id, 4) as id, oids.ids as oid from ${openaire_db_name}.project p LATERAL VIEW explode(p.originalid) oids as ids;
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step7_2.sql b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step7_2.sql
new file mode 100644
index 0000000000..27770c3900
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step7_2.sql
@@ -0,0 +1,3 @@
+-- Project_organizations Table
+DROP TABLE IF EXISTS ${stats_db_name}.project_organizations;
+CREATE TABLE ${stats_db_name}.project_organizations AS SELECT substr(r.source, 4) as id, substr(r.target, 4) AS organization from ${openaire_db_name}.relation r WHERE r.reltype='projectOrganization';
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step7_3.sql b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step7_3.sql
new file mode 100644
index 0000000000..fcefd7dcc3
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step7_3.sql
@@ -0,0 +1,3 @@
+-- Project_results Table
+DROP TABLE IF EXISTS ${stats_db_name}.project_results;
+CREATE TABLE ${stats_db_name}.project_results AS SELECT substr(r.target, 4) as id, substr(r.source, 4) AS result from ${openaire_db_name}.relation r WHERE r.reltype='resultProject';
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step7_4.sql b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step7_4.sql
new file mode 100644
index 0000000000..a805737655
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step7_4.sql
@@ -0,0 +1,5 @@
+-- Project table
+----------------
+-- Creating and populating temporary Project table
+DROP TABLE IF EXISTS ${stats_db_name}.project_tmp;
+CREATE TABLE ${stats_db_name}.project_tmp (id STRING, acronym STRING, title STRING, funder STRING, funding_lvl0 STRING, funding_lvl1 STRING, funding_lvl2 STRING, ec39 STRING, type STRING, startdate STRING, enddate STRING, start_year STRING, end_year STRING, duration INT, haspubs STRING, numpubs INT, daysforlastpub INT, delayedpubs INT, callidentifier STRING, code STRING) clustered by (id) into 100 buckets stored as orc tblproperties('transactional'='true');
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step7_5.sql b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step7_5.sql
new file mode 100644
index 0000000000..c633d91779
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step7_5.sql
@@ -0,0 +1 @@
+INSERT INTO ${stats_db_name}.project_tmp SELECT substr(p.id, 4) as id, p.acronym.value as acronym, p.title.value as title, xpath_string(p.fundingtree[0].value, '//funder/name') as funder, xpath_string(p.fundingtree[0].value, '//funding_level_0/name') as funding_lvl0, xpath_string(p.fundingtree[0].value, '//funding_level_1/name') as funding_lvl1, xpath_string(p.fundingtree[0].value, '//funding_level_2/name') as funding_lvl2, p.ecsc39.value as ec39, p.contracttype.classname as type, p.startdate.value as startdate, p.enddate.value as enddate,  date_format(p.startdate.value, 'yyyy') as start_year, date_format(p.enddate.value, 'yyyy') as end_year, 0 as duration, 'no' as haspubs, 0 as numpubs, 0 as daysforlastpub, 0 as delayedpubs, p.callidentifier.value as callidentifier, p.code.value as code from ${openaire_db_name}.project p WHERE p.datainfo.deletedbyinference=false;
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step8_1.sql b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step8_1.sql
new file mode 100644
index 0000000000..e855e59ff0
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step8_1.sql
@@ -0,0 +1,8 @@
+----------------------------------------------------
+----------------------------------------------------
+-- 8. Result table/view and Result related tables/views
+----------------------------------------------------
+----------------------------------------------------
+
+-- Views on temporary tables that should be re-created in the end
+CREATE OR REPLACE VIEW ${stats_db_name}.result as SELECT *, bestlicence as access_mode FROM ${stats_db_name}.publication_tmp UNION ALL SELECT *,bestlicence as access_mode FROM ${stats_db_name}.software_tmp UNION ALL SELECT *,bestlicence as access_mode FROM ${stats_db_name}.dataset_tmp UNION ALL SELECT *,bestlicence as access_mode FROM ${stats_db_name}.otherresearchproduct_tmp;
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step8_10.sql b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step8_10.sql
new file mode 100644
index 0000000000..c9ad0760f6
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step8_10.sql
@@ -0,0 +1,2 @@
+DROP TABLE IF EXISTS ${stats_db_name}.result_organization;
+CREATE TABLE ${stats_db_name}.result_organization AS SELECT substr(r.target, 4) as id, substr(r.source, 4) as organization from ${openaire_db_name}.relation r where r.reltype='resultOrganization';
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step8_11.sql b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step8_11.sql
new file mode 100644
index 0000000000..a2c0d85bee
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step8_11.sql
@@ -0,0 +1,2 @@
+DROP TABLE IF EXISTS ${stats_db_name}.result_projects;
+CREATE TABLE ${stats_db_name}.result_projects AS select pr.result as id, pr.id as project, datediff(p.enddate, p.startdate) as daysfromend from ${stats_db_name}.result r join ${stats_db_name}.project_results pr on r.id=pr.result join ${stats_db_name}.project_tmp p on p.id=pr.id;
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step8_2.sql b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step8_2.sql
new file mode 100644
index 0000000000..94a230d21a
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step8_2.sql
@@ -0,0 +1,2 @@
+-- Views on final tables
+CREATE OR REPLACE VIEW ${stats_db_name}.result_datasources as SELECT * FROM ${stats_db_name}.publication_datasources UNION ALL SELECT * FROM ${stats_db_name}.software_datasources UNION ALL SELECT * FROM ${stats_db_name}.dataset_datasources UNION ALL SELECT * FROM ${stats_db_name}.otherresearchproduct_datasources;
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step8_3.sql b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step8_3.sql
new file mode 100644
index 0000000000..3d61dc8fa3
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step8_3.sql
@@ -0,0 +1 @@
+CREATE OR REPLACE VIEW ${stats_db_name}.result_citations as SELECT * FROM ${stats_db_name}.publication_citations UNION ALL SELECT * FROM ${stats_db_name}.software_citations UNION ALL SELECT * FROM ${stats_db_name}.dataset_citations UNION ALL SELECT * FROM ${stats_db_name}.otherresearchproduct_citations;
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step8_4.sql b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step8_4.sql
new file mode 100644
index 0000000000..c27c9964fc
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step8_4.sql
@@ -0,0 +1 @@
+CREATE OR REPLACE VIEW ${stats_db_name}.result_classifications as SELECT * FROM ${stats_db_name}.publication_classifications UNION ALL SELECT * FROM ${stats_db_name}.software_classifications UNION ALL SELECT * FROM ${stats_db_name}.dataset_classifications UNION ALL SELECT * FROM ${stats_db_name}.otherresearchproduct_classifications;
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step8_5.sql b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step8_5.sql
new file mode 100644
index 0000000000..1f81adb731
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step8_5.sql
@@ -0,0 +1 @@
+CREATE OR REPLACE VIEW ${stats_db_name}.result_concepts as SELECT * FROM ${stats_db_name}.publication_concepts UNION ALL SELECT * FROM ${stats_db_name}.software_concepts UNION ALL SELECT * FROM ${stats_db_name}.dataset_concepts UNION ALL SELECT * FROM ${stats_db_name}.otherresearchproduct_concepts;
\ No newline at end of file
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step8_6.sql b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step8_6.sql
new file mode 100644
index 0000000000..2ea29f2f37
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step8_6.sql
@@ -0,0 +1 @@
+CREATE OR REPLACE VIEW ${stats_db_name}.result_languages as SELECT * FROM ${stats_db_name}.publication_languages UNION ALL SELECT * FROM ${stats_db_name}.software_languages UNION ALL SELECT * FROM ${stats_db_name}.dataset_languages UNION ALL SELECT * FROM ${stats_db_name}.otherresearchproduct_languages;
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step8_7.sql b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step8_7.sql
new file mode 100644
index 0000000000..b4e69d4131
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step8_7.sql
@@ -0,0 +1 @@
+CREATE OR REPLACE VIEW ${stats_db_name}.result_oids as SELECT * FROM ${stats_db_name}.publication_oids UNION ALL SELECT * FROM ${stats_db_name}.software_oids UNION ALL SELECT * FROM ${stats_db_name}.dataset_oids UNION ALL SELECT * FROM ${stats_db_name}.otherresearchproduct_oids;
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step8_8.sql b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step8_8.sql
new file mode 100644
index 0000000000..36e753f5c3
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step8_8.sql
@@ -0,0 +1 @@
+CREATE OR REPLACE VIEW ${stats_db_name}.result_pids as SELECT * FROM ${stats_db_name}.publication_pids UNION ALL SELECT * FROM ${stats_db_name}.software_pids UNION ALL SELECT * FROM ${stats_db_name}.dataset_pids UNION ALL SELECT * FROM ${stats_db_name}.otherresearchproduct_pids;
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step8_9.sql b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step8_9.sql
new file mode 100644
index 0000000000..075ab266b6
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step8_9.sql
@@ -0,0 +1 @@
+CREATE OR REPLACE VIEW ${stats_db_name}.result_topics as SELECT * FROM ${stats_db_name}.publication_topics UNION ALL SELECT * FROM ${stats_db_name}.software_topics UNION ALL SELECT * FROM ${stats_db_name}.dataset_topics UNION ALL SELECT * FROM ${stats_db_name}.otherresearchproduct_topics;
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step9_1.sql b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step9_1.sql
new file mode 100644
index 0000000000..c2274d2e0f
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step9_1.sql
@@ -0,0 +1,10 @@
+------------------------------------------------------------
+------------------------------------------------------------
+-- 9. Datasource table/view and Datasource related tables/views
+------------------------------------------------------------
+------------------------------------------------------------
+-- Datasource table creation & update
+-------------------------------------
+-- Creating and populating temporary datasource table
+DROP TABLE IF EXISTS ${stats_db_name}.datasource_tmp;
+create table ${stats_db_name}.datasource_tmp(`id` string, `name` string, `type` string, `dateofvalidation` string, `yearofvalidation` string, `harvested` boolean, `piwik_id` int, `latitude` string, `longitude` string, `websiteurl` string, `compatibility` string) clustered by (id) into 100 buckets stored as orc tblproperties('transactional'='true');
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step9_2.sql b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step9_2.sql
new file mode 100644
index 0000000000..fd89e0d5b5
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step9_2.sql
@@ -0,0 +1,3 @@
+insert into ${stats_db_name}.datasource_tmp SELECT substr(d.id, 4) as id, officialname.value as name, datasourcetype.classname as type, dateofvalidation.value as dateofvalidation, date_format(d.dateofvalidation.value,'yyyy') as yearofvalidation, false as harvested, 0 as piwik_id, d.latitude.value as latitude, d.longitude.value as longitude, d.websiteurl.value as websiteurl, d.openairecompatibility.classid as compatibility
+from ${openaire_db_name}.datasource d
+WHERE d.datainfo.deletedbyinference=false;
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step9_3.sql b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step9_3.sql
new file mode 100644
index 0000000000..2266bc7242
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step9_3.sql
@@ -0,0 +1,7 @@
+-- Updating temporary table with everything that is not based on results -> This is done with the following "dual" table. To see if default values are there
+-- Creating a temporary dual table that will be removed after the following insert
+CREATE TABLE ${stats_db_name}.dual(dummy char(1));
+INSERT INTO ${stats_db_name}.dual values('X');
+INSERT INTO ${stats_db_name}.datasource_tmp (`id`, `name`, `type`, `dateofvalidation`, `yearofvalidation`, `harvested`, `piwik_id`, `latitude`, `longitude`, `websiteurl`, `compatibility`) 
+SELECT 'other', 'Other', 'Repository', NULL, NULL, false, 0, NULL, NULL, NULL, 'unknown' FROM ${stats_db_name}.dual WHERE 'other' not in (SELECT id FROM ${stats_db_name}.datasource_tmp WHERE name='Unknown Repository');
+DROP TABLE ${stats_db_name}.dual;
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step9_4.sql b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step9_4.sql
new file mode 100644
index 0000000000..dd5f9b3144
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step9_4.sql
@@ -0,0 +1 @@
+UPDATE ${stats_db_name}.datasource_tmp SET name='Other' where name='Unknown Repository';
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step9_5.sql b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step9_5.sql
new file mode 100644
index 0000000000..77ee81b04b
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step9_5.sql
@@ -0,0 +1 @@
+UPDATE ${stats_db_name}.datasource_tmp SET yearofvalidation=null WHERE yearofvalidation='-1';
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step9_6.sql b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step9_6.sql
new file mode 100644
index 0000000000..d4ca2e10ec
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step9_6.sql
@@ -0,0 +1,2 @@
+DROP TABLE IF EXISTS ${stats_db_name}.datasource_languages;
+CREATE TABLE ${stats_db_name}.datasource_languages AS SELECT substr(d.id, 4) as id, langs.languages as language from openaire.datasource d LATERAL VIEW explode(d.odlanguages.value) langs as languages;
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step9_7.sql b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step9_7.sql
new file mode 100644
index 0000000000..194633cb7b
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step9_7.sql
@@ -0,0 +1,2 @@
+DROP TABLE IF EXISTS ${stats_db_name}.datasource_oids;
+CREATE TABLE ${stats_db_name}.datasource_oids AS SELECT substr(d.id, 4) as id, oids.ids as oid from ${openaire_db_name}.datasource d LATERAL VIEW explode(d.originalid) oids as ids;
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step9_8.sql b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step9_8.sql
new file mode 100644
index 0000000000..c25858d2cf
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step9_8.sql
@@ -0,0 +1,2 @@
+DROP TABLE IF EXISTS ${stats_db_name}.datasource_organizations;
+CREATE TABLE ${stats_db_name}.datasource_organizations AS select substr(r.target, 4) as id, substr(r.source, 4) as organization from ${openaire_db_name}.relation r where r.reltype='datasourceOrganization';
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step9_9.sql b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step9_9.sql
new file mode 100644
index 0000000000..ec4aa05696
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/scripts/step9_9.sql
@@ -0,0 +1 @@
+CREATE OR REPLACE VIEW ${stats_db_name}.datasource_results AS SELECT datasource AS id, id AS result FROM ${stats_db_name}.result_datasources;
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/workflow.xml b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/workflow.xml
new file mode 100644
index 0000000000..40f4b14ba1
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/graph/oozie_app/workflow.xml
@@ -0,0 +1,1479 @@
+<workflow-app name="graph_stats" xmlns="uri:oozie:workflow:0.5">
+    <parameters>
+        <property>
+            <name>stats_db_name</name>
+            <description>the target stats database name</description>
+        </property>
+        <property>
+            <name>openaire_db_name</name>
+            <description>the original graph database name</description>
+        </property>
+        <property>
+            <name>external_stats_db_name</name>
+            <description>the external stats that should be added since they are not included in the graph database</description>
+        </property>
+    </parameters>
+
+    <start to="Step1"/>
+
+    <kill name="Kill">
+        <message>Action failed, error message[${wf:errorMessage(wf:lastErrorNode())}]</message>
+    </kill>
+
+    <action name="Step1">
+        <hive2 xmlns="uri:oozie:hive2-action:0.1">
+            <job-tracker>${jobTracker}</job-tracker>
+            <name-node>${nameNode}</name-node>
+            <configuration>
+                <property>
+                    <name>hive.metastore.uris</name>
+                    <value>${hive_metastore_uris}</value>
+                </property>
+            </configuration>
+            <jdbc-url>${hive_jdbc_url}</jdbc-url>
+            <script>scripts/step1.sql</script>
+			<param>stats_db_name=${stats_db_name}</param>
+			<param>openaire_db_name=${openaire_db_name}</param>
+        </hive2>
+        <ok to="Step2_1"/>
+        <error to="Kill"/>
+    </action>
+    
+    <action name="Step2_1">
+        <hive2 xmlns="uri:oozie:hive2-action:0.1">
+            <job-tracker>${jobTracker}</job-tracker>
+            <name-node>${nameNode}</name-node>
+            <configuration>
+                <property>
+                    <name>hive.metastore.uris</name>
+                    <value>${hive_metastore_uris}</value>
+                </property>
+            </configuration>
+            <jdbc-url>${hive_jdbc_url}</jdbc-url>
+            <script>scripts/step2_1.sql</script>
+			<param>stats_db_name=${stats_db_name}</param>
+			<param>openaire_db_name=${openaire_db_name}</param>
+        </hive2>
+        <ok to="Step2_2"/>
+        <error to="Kill"/>
+    </action>
+    <action name="Step2_2">
+        <hive2 xmlns="uri:oozie:hive2-action:0.1">
+            <job-tracker>${jobTracker}</job-tracker>
+            <name-node>${nameNode}</name-node>
+            <configuration>
+                <property>
+                    <name>hive.metastore.uris</name>
+                    <value>${hive_metastore_uris}</value>
+                </property>
+            </configuration>
+            <jdbc-url>${hive_jdbc_url}</jdbc-url>
+            <script>scripts/step2_2.sql</script>
+			<param>stats_db_name=${stats_db_name}</param>
+			<param>openaire_db_name=${openaire_db_name}</param>
+        </hive2>
+        <ok to="Step2_3"/>
+        <error to="Kill"/>
+    </action>
+    <action name="Step2_3">
+        <hive2 xmlns="uri:oozie:hive2-action:0.1">
+            <job-tracker>${jobTracker}</job-tracker>
+            <name-node>${nameNode}</name-node>
+            <configuration>
+                <property>
+                    <name>hive.metastore.uris</name>
+                    <value>${hive_metastore_uris}</value>
+                </property>
+            </configuration>
+            <jdbc-url>${hive_jdbc_url}</jdbc-url>
+            <script>scripts/step2_3.sql</script>
+			<param>stats_db_name=${stats_db_name}</param>
+			<param>openaire_db_name=${openaire_db_name}</param>
+        </hive2>
+        <ok to="Step2_4"/>
+        <error to="Kill"/>
+    </action>
+        <action name="Step2_4">
+        <hive2 xmlns="uri:oozie:hive2-action:0.1">
+            <job-tracker>${jobTracker}</job-tracker>
+            <name-node>${nameNode}</name-node>
+            <configuration>
+                <property>
+                    <name>hive.metastore.uris</name>
+                    <value>${hive_metastore_uris}</value>
+                </property>
+            </configuration>
+            <jdbc-url>${hive_jdbc_url}</jdbc-url>
+            <script>scripts/step2_4.sql</script>
+			<param>stats_db_name=${stats_db_name}</param>
+			<param>openaire_db_name=${openaire_db_name}</param>
+        </hive2>
+        <ok to="Step2_5"/>
+        <error to="Kill"/>
+    </action>
+    <action name="Step2_5">
+        <hive2 xmlns="uri:oozie:hive2-action:0.1">
+            <job-tracker>${jobTracker}</job-tracker>
+            <name-node>${nameNode}</name-node>
+            <configuration>
+                <property>
+                    <name>hive.metastore.uris</name>
+                    <value>${hive_metastore_uris}</value>
+                </property>
+            </configuration>
+            <jdbc-url>${hive_jdbc_url}</jdbc-url>
+            <script>scripts/step2_5.sql</script>
+			<param>stats_db_name=${stats_db_name}</param>
+			<param>openaire_db_name=${openaire_db_name}</param>
+        </hive2>
+        <ok to="Step2_6"/>
+        <error to="Kill"/>
+    </action>
+    <action name="Step2_6">
+        <hive2 xmlns="uri:oozie:hive2-action:0.1">
+            <job-tracker>${jobTracker}</job-tracker>
+            <name-node>${nameNode}</name-node>
+            <configuration>
+                <property>
+                    <name>hive.metastore.uris</name>
+                    <value>${hive_metastore_uris}</value>
+                </property>
+            </configuration>
+            <jdbc-url>${hive_jdbc_url}</jdbc-url>
+            <script>scripts/step2_6.sql</script>
+			<param>stats_db_name=${stats_db_name}</param>
+			<param>openaire_db_name=${openaire_db_name}</param>
+        </hive2>
+        <ok to="Step2_7"/>
+        <error to="Kill"/>
+    </action>
+    <action name="Step2_7">
+        <hive2 xmlns="uri:oozie:hive2-action:0.1">
+            <job-tracker>${jobTracker}</job-tracker>
+            <name-node>${nameNode}</name-node>
+            <configuration>
+                <property>
+                    <name>hive.metastore.uris</name>
+                    <value>${hive_metastore_uris}</value>
+                </property>
+            </configuration>
+            <jdbc-url>${hive_jdbc_url}</jdbc-url>
+            <script>scripts/step2_7.sql</script>
+			<param>stats_db_name=${stats_db_name}</param>
+			<param>openaire_db_name=${openaire_db_name}</param>
+        </hive2>
+        <ok to="Step2_8"/>
+        <error to="Kill"/>
+    </action>
+    <action name="Step2_8">
+        <hive2 xmlns="uri:oozie:hive2-action:0.1">
+            <job-tracker>${jobTracker}</job-tracker>
+            <name-node>${nameNode}</name-node>
+            <configuration>
+                <property>
+                    <name>hive.metastore.uris</name>
+                    <value>${hive_metastore_uris}</value>
+                </property>
+            </configuration>
+            <jdbc-url>${hive_jdbc_url}</jdbc-url>
+            <script>scripts/step2_8.sql</script>
+			<param>stats_db_name=${stats_db_name}</param>
+			<param>openaire_db_name=${openaire_db_name}</param>
+        </hive2>
+        <ok to="Step2_9"/>
+        <error to="Kill"/>
+    </action>
+    <action name="Step2_9">
+        <hive2 xmlns="uri:oozie:hive2-action:0.1">
+            <job-tracker>${jobTracker}</job-tracker>
+            <name-node>${nameNode}</name-node>
+            <configuration>
+                <property>
+                    <name>hive.metastore.uris</name>
+                    <value>${hive_metastore_uris}</value>
+                </property>
+            </configuration>
+            <jdbc-url>${hive_jdbc_url}</jdbc-url>
+            <script>scripts/step2_9.sql</script>
+			<param>stats_db_name=${stats_db_name}</param>
+			<param>openaire_db_name=${openaire_db_name}</param>
+        </hive2>
+        <ok to="Step3"/>
+        <error to="Kill"/>
+    </action>
+    
+    <action name="Step3">
+        <hive2 xmlns="uri:oozie:hive2-action:0.1">
+            <job-tracker>${jobTracker}</job-tracker>
+            <name-node>${nameNode}</name-node>
+            <configuration>
+                <property>
+                    <name>hive.metastore.uris</name>
+                    <value>${hive_metastore_uris}</value>
+                </property>
+            </configuration>
+            <jdbc-url>${hive_jdbc_url}</jdbc-url>
+            <script>scripts/step3.sql</script>
+			<param>stats_db_name=${stats_db_name}</param>
+			<param>openaire_db_name=${openaire_db_name}</param>
+        </hive2>
+        <ok to="Step4_1"/>
+        <error to="Kill"/>
+    </action>
+    
+    <action name="Step4_1">
+        <hive2 xmlns="uri:oozie:hive2-action:0.1">
+            <job-tracker>${jobTracker}</job-tracker>
+            <name-node>${nameNode}</name-node>
+            <configuration>
+                <property>
+                    <name>hive.metastore.uris</name>
+                    <value>${hive_metastore_uris}</value>
+                </property>
+            </configuration>
+            <jdbc-url>${hive_jdbc_url}</jdbc-url>
+            <script>scripts/step4_1.sql</script>
+			<param>stats_db_name=${stats_db_name}</param>
+			<param>openaire_db_name=${openaire_db_name}</param>
+        </hive2>
+        <ok to="Step4_2"/>
+        <error to="Kill"/>
+    </action>
+    <action name="Step4_2">
+        <hive2 xmlns="uri:oozie:hive2-action:0.1">
+            <job-tracker>${jobTracker}</job-tracker>
+            <name-node>${nameNode}</name-node>
+            <configuration>
+                <property>
+                    <name>hive.metastore.uris</name>
+                    <value>${hive_metastore_uris}</value>
+                </property>
+            </configuration>
+            <jdbc-url>${hive_jdbc_url}</jdbc-url>
+            <script>scripts/step4_2.sql</script>
+			<param>stats_db_name=${stats_db_name}</param>
+			<param>openaire_db_name=${openaire_db_name}</param>
+        </hive2>
+        <ok to="Step4_3"/>
+        <error to="Kill"/>
+    </action>
+    <action name="Step4_3">
+        <hive2 xmlns="uri:oozie:hive2-action:0.1">
+            <job-tracker>${jobTracker}</job-tracker>
+            <name-node>${nameNode}</name-node>
+            <configuration>
+                <property>
+                    <name>hive.metastore.uris</name>
+                    <value>${hive_metastore_uris}</value>
+                </property>
+            </configuration>
+            <jdbc-url>${hive_jdbc_url}</jdbc-url>
+            <script>scripts/step4_3.sql</script>
+			<param>stats_db_name=${stats_db_name}</param>
+			<param>openaire_db_name=${openaire_db_name}</param>
+        </hive2>
+        <ok to="Step4_4"/>
+        <error to="Kill"/>
+    </action>
+    <action name="Step4_4">
+        <hive2 xmlns="uri:oozie:hive2-action:0.1">
+            <job-tracker>${jobTracker}</job-tracker>
+            <name-node>${nameNode}</name-node>
+            <configuration>
+                <property>
+                    <name>hive.metastore.uris</name>
+                    <value>${hive_metastore_uris}</value>
+                </property>
+            </configuration>
+            <jdbc-url>${hive_jdbc_url}</jdbc-url>
+            <script>scripts/step4_4.sql</script>
+			<param>stats_db_name=${stats_db_name}</param>
+			<param>openaire_db_name=${openaire_db_name}</param>
+        </hive2>
+        <ok to="Step4_5"/>
+        <error to="Kill"/>
+    </action>
+    <action name="Step4_5">
+        <hive2 xmlns="uri:oozie:hive2-action:0.1">
+            <job-tracker>${jobTracker}</job-tracker>
+            <name-node>${nameNode}</name-node>
+            <configuration>
+                <property>
+                    <name>hive.metastore.uris</name>
+                    <value>${hive_metastore_uris}</value>
+                </property>
+            </configuration>
+            <jdbc-url>${hive_jdbc_url}</jdbc-url>
+            <script>scripts/step4_5.sql</script>
+			<param>stats_db_name=${stats_db_name}</param>
+			<param>openaire_db_name=${openaire_db_name}</param>
+        </hive2>
+        <ok to="Step4_6"/>
+        <error to="Kill"/>
+    </action>
+    <action name="Step4_6">
+        <hive2 xmlns="uri:oozie:hive2-action:0.1">
+            <job-tracker>${jobTracker}</job-tracker>
+            <name-node>${nameNode}</name-node>
+            <configuration>
+                <property>
+                    <name>hive.metastore.uris</name>
+                    <value>${hive_metastore_uris}</value>
+                </property>
+            </configuration>
+            <jdbc-url>${hive_jdbc_url}</jdbc-url>
+            <script>scripts/step4_6.sql</script>
+			<param>stats_db_name=${stats_db_name}</param>
+			<param>openaire_db_name=${openaire_db_name}</param>
+        </hive2>
+        <ok to="Step4_7"/>
+        <error to="Kill"/>
+    </action>
+    <action name="Step4_7">
+        <hive2 xmlns="uri:oozie:hive2-action:0.1">
+            <job-tracker>${jobTracker}</job-tracker>
+            <name-node>${nameNode}</name-node>
+            <configuration>
+                <property>
+                    <name>hive.metastore.uris</name>
+                    <value>${hive_metastore_uris}</value>
+                </property>
+            </configuration>
+            <jdbc-url>${hive_jdbc_url}</jdbc-url>
+            <script>scripts/step4_7.sql</script>
+			<param>stats_db_name=${stats_db_name}</param>
+			<param>openaire_db_name=${openaire_db_name}</param>
+        </hive2>
+        <ok to="Step4_8"/>
+        <error to="Kill"/>
+    </action>
+    <action name="Step4_8">
+        <hive2 xmlns="uri:oozie:hive2-action:0.1">
+            <job-tracker>${jobTracker}</job-tracker>
+            <name-node>${nameNode}</name-node>
+            <configuration>
+                <property>
+                    <name>hive.metastore.uris</name>
+                    <value>${hive_metastore_uris}</value>
+                </property>
+            </configuration>
+            <jdbc-url>${hive_jdbc_url}</jdbc-url>
+            <script>scripts/step4_8.sql</script>
+			<param>stats_db_name=${stats_db_name}</param>
+			<param>openaire_db_name=${openaire_db_name}</param>
+        </hive2>
+        <ok to="Step4_9"/>
+        <error to="Kill"/>
+    </action>
+    <action name="Step4_9">
+        <hive2 xmlns="uri:oozie:hive2-action:0.1">
+            <job-tracker>${jobTracker}</job-tracker>
+            <name-node>${nameNode}</name-node>
+            <configuration>
+                <property>
+                    <name>hive.metastore.uris</name>
+                    <value>${hive_metastore_uris}</value>
+                </property>
+            </configuration>
+            <jdbc-url>${hive_jdbc_url}</jdbc-url>
+            <script>scripts/step4_9.sql</script>
+			<param>stats_db_name=${stats_db_name}</param>
+			<param>openaire_db_name=${openaire_db_name}</param>
+        </hive2>
+        <ok to="Step4_10"/>
+        <error to="Kill"/>
+    </action>
+    <action name="Step4_10">
+    <hive2 xmlns="uri:oozie:hive2-action:0.1">
+            <job-tracker>${jobTracker}</job-tracker>
+            <name-node>${nameNode}</name-node>
+            <configuration>
+                <property>
+                    <name>hive.metastore.uris</name>
+                    <value>${hive_metastore_uris}</value>
+                </property>
+            </configuration>
+            <jdbc-url>${hive_jdbc_url}</jdbc-url>
+            <script>scripts/step4_10.sql</script>
+			<param>stats_db_name=${stats_db_name}</param>
+			<param>openaire_db_name=${openaire_db_name}</param>
+        </hive2>
+        <ok to="Step5_1"/>
+        <error to="Kill"/>
+    </action>
+    
+    <action name="Step5_1">
+    	<hive2 xmlns="uri:oozie:hive2-action:0.1">
+            <job-tracker>${jobTracker}</job-tracker>
+            <name-node>${nameNode}</name-node>
+            <configuration>
+                <property>
+                    <name>hive.metastore.uris</name>
+                    <value>${hive_metastore_uris}</value>
+                </property>
+            </configuration>
+            <jdbc-url>${hive_jdbc_url}</jdbc-url>
+            <script>scripts/step5_1.sql</script>
+			<param>stats_db_name=${stats_db_name}</param>
+			<param>openaire_db_name=${openaire_db_name}</param>
+        </hive2>
+        <ok to="Step5_2"/>
+        <error to="Kill"/>
+    </action>
+	<action name="Step5_2">
+    	<hive2 xmlns="uri:oozie:hive2-action:0.1">
+            <job-tracker>${jobTracker}</job-tracker>
+            <name-node>${nameNode}</name-node>
+            <configuration>
+                <property>
+                    <name>hive.metastore.uris</name>
+                    <value>${hive_metastore_uris}</value>
+                </property>
+            </configuration>
+            <jdbc-url>${hive_jdbc_url}</jdbc-url>
+            <script>scripts/step5_2.sql</script>
+			<param>stats_db_name=${stats_db_name}</param>
+			<param>openaire_db_name=${openaire_db_name}</param>
+        </hive2>
+        <ok to="Step5_3"/>
+        <error to="Kill"/>
+    </action>
+    <action name="Step5_3">
+    	<hive2 xmlns="uri:oozie:hive2-action:0.1">
+            <job-tracker>${jobTracker}</job-tracker>
+            <name-node>${nameNode}</name-node>
+            <configuration>
+                <property>
+                    <name>hive.metastore.uris</name>
+                    <value>${hive_metastore_uris}</value>
+                </property>
+            </configuration>
+            <jdbc-url>${hive_jdbc_url}</jdbc-url>
+            <script>scripts/step5_3.sql</script>
+			<param>stats_db_name=${stats_db_name}</param>
+			<param>openaire_db_name=${openaire_db_name}</param>
+        </hive2>
+        <ok to="Step5_4"/>
+        <error to="Kill"/>
+    </action>
+    <action name="Step5_4">
+    	<hive2 xmlns="uri:oozie:hive2-action:0.1">
+            <job-tracker>${jobTracker}</job-tracker>
+            <name-node>${nameNode}</name-node>
+            <configuration>
+                <property>
+                    <name>hive.metastore.uris</name>
+                    <value>${hive_metastore_uris}</value>
+                </property>
+            </configuration>
+            <jdbc-url>${hive_jdbc_url}</jdbc-url>
+            <script>scripts/step5_4.sql</script>
+			<param>stats_db_name=${stats_db_name}</param>
+			<param>openaire_db_name=${openaire_db_name}</param>
+        </hive2>
+        <ok to="Step5_5"/>
+        <error to="Kill"/>
+    </action>
+    <action name="Step5_5">
+    	<hive2 xmlns="uri:oozie:hive2-action:0.1">
+            <job-tracker>${jobTracker}</job-tracker>
+            <name-node>${nameNode}</name-node>
+            <configuration>
+                <property>
+                    <name>hive.metastore.uris</name>
+                    <value>${hive_metastore_uris}</value>
+                </property>
+            </configuration>
+            <jdbc-url>${hive_jdbc_url}</jdbc-url>
+            <script>scripts/step5_5.sql</script>
+			<param>stats_db_name=${stats_db_name}</param>
+			<param>openaire_db_name=${openaire_db_name}</param>
+        </hive2>
+        <ok to="Step5_6"/>
+        <error to="Kill"/>
+    </action>
+    <action name="Step5_6">
+    	<hive2 xmlns="uri:oozie:hive2-action:0.1">
+            <job-tracker>${jobTracker}</job-tracker>
+            <name-node>${nameNode}</name-node>
+            <configuration>
+                <property>
+                    <name>hive.metastore.uris</name>
+                    <value>${hive_metastore_uris}</value>
+                </property>
+            </configuration>
+            <jdbc-url>${hive_jdbc_url}</jdbc-url>
+            <script>scripts/step5_6.sql</script>
+			<param>stats_db_name=${stats_db_name}</param>
+			<param>openaire_db_name=${openaire_db_name}</param>
+        </hive2>
+        <ok to="Step5_7"/>
+        <error to="Kill"/>
+    </action>
+    <action name="Step5_7">
+    	<hive2 xmlns="uri:oozie:hive2-action:0.1">
+            <job-tracker>${jobTracker}</job-tracker>
+            <name-node>${nameNode}</name-node>
+            <configuration>
+                <property>
+                    <name>hive.metastore.uris</name>
+                    <value>${hive_metastore_uris}</value>
+                </property>
+            </configuration>
+            <jdbc-url>${hive_jdbc_url}</jdbc-url>
+            <script>scripts/step5_7.sql</script>
+			<param>stats_db_name=${stats_db_name}</param>
+			<param>openaire_db_name=${openaire_db_name}</param>
+        </hive2>
+        <ok to="Step5_8"/>
+        <error to="Kill"/>
+    </action>
+    <action name="Step5_8">
+    	<hive2 xmlns="uri:oozie:hive2-action:0.1">
+            <job-tracker>${jobTracker}</job-tracker>
+            <name-node>${nameNode}</name-node>
+            <configuration>
+                <property>
+                    <name>hive.metastore.uris</name>
+                    <value>${hive_metastore_uris}</value>
+                </property>
+            </configuration>
+            <jdbc-url>${hive_jdbc_url}</jdbc-url>
+            <script>scripts/step5_8.sql</script>
+			<param>stats_db_name=${stats_db_name}</param>
+			<param>openaire_db_name=${openaire_db_name}</param>
+        </hive2>
+        <ok to="Step5_9"/>
+        <error to="Kill"/>
+    </action>
+    <action name="Step5_9">
+    	<hive2 xmlns="uri:oozie:hive2-action:0.1">
+            <job-tracker>${jobTracker}</job-tracker>
+            <name-node>${nameNode}</name-node>
+            <configuration>
+                <property>
+                    <name>hive.metastore.uris</name>
+                    <value>${hive_metastore_uris}</value>
+                </property>
+            </configuration>
+            <jdbc-url>${hive_jdbc_url}</jdbc-url>
+            <script>scripts/step5_9.sql</script>
+			<param>stats_db_name=${stats_db_name}</param>
+			<param>openaire_db_name=${openaire_db_name}</param>
+        </hive2>
+        <ok to="Step5_10"/>
+        <error to="Kill"/>
+    </action>
+    <action name="Step5_10">
+    	<hive2 xmlns="uri:oozie:hive2-action:0.1">
+            <job-tracker>${jobTracker}</job-tracker>
+            <name-node>${nameNode}</name-node>
+            <configuration>
+                <property>
+                    <name>hive.metastore.uris</name>
+                    <value>${hive_metastore_uris}</value>
+                </property>
+            </configuration>
+            <jdbc-url>${hive_jdbc_url}</jdbc-url>
+            <script>scripts/step5_10.sql</script>
+			<param>stats_db_name=${stats_db_name}</param>
+			<param>openaire_db_name=${openaire_db_name}</param>
+        </hive2>
+        <ok to="Step6_1"/>
+        <error to="Kill"/>
+    </action>
+    
+    <action name="Step6_1">
+    	<hive2 xmlns="uri:oozie:hive2-action:0.1">
+            <job-tracker>${jobTracker}</job-tracker>
+            <name-node>${nameNode}</name-node>
+            <configuration>
+                <property>
+                    <name>hive.metastore.uris</name>
+                    <value>${hive_metastore_uris}</value>
+                </property>
+            </configuration>
+            <jdbc-url>${hive_jdbc_url}</jdbc-url>
+            <script>scripts/step6_1.sql</script>
+			<param>stats_db_name=${stats_db_name}</param>
+			<param>openaire_db_name=${openaire_db_name}</param>
+        </hive2>
+        <ok to="Step6_2"/>
+        <error to="Kill"/>
+    </action>
+    <action name="Step6_2">
+    	<hive2 xmlns="uri:oozie:hive2-action:0.1">
+            <job-tracker>${jobTracker}</job-tracker>
+            <name-node>${nameNode}</name-node>
+            <configuration>
+                <property>
+                    <name>hive.metastore.uris</name>
+                    <value>${hive_metastore_uris}</value>
+                </property>
+            </configuration>
+            <jdbc-url>${hive_jdbc_url}</jdbc-url>
+            <script>scripts/step6_2.sql</script>
+			<param>stats_db_name=${stats_db_name}</param>
+			<param>openaire_db_name=${openaire_db_name}</param>
+        </hive2>
+        <ok to="Step6_3"/>
+        <error to="Kill"/>
+    </action>
+    <action name="Step6_3">
+    	<hive2 xmlns="uri:oozie:hive2-action:0.1">
+            <job-tracker>${jobTracker}</job-tracker>
+            <name-node>${nameNode}</name-node>
+            <configuration>
+                <property>
+                    <name>hive.metastore.uris</name>
+                    <value>${hive_metastore_uris}</value>
+                </property>
+            </configuration>
+            <jdbc-url>${hive_jdbc_url}</jdbc-url>
+            <script>scripts/step6_3.sql</script>
+			<param>stats_db_name=${stats_db_name}</param>
+			<param>openaire_db_name=${openaire_db_name}</param>
+        </hive2>
+        <ok to="Step6_4"/>
+        <error to="Kill"/>
+    </action>
+    <action name="Step6_4">
+    	<hive2 xmlns="uri:oozie:hive2-action:0.1">
+            <job-tracker>${jobTracker}</job-tracker>
+            <name-node>${nameNode}</name-node>
+            <configuration>
+                <property>
+                    <name>hive.metastore.uris</name>
+                    <value>${hive_metastore_uris}</value>
+                </property>
+            </configuration>
+            <jdbc-url>${hive_jdbc_url}</jdbc-url>
+            <script>scripts/step6_4.sql</script>
+			<param>stats_db_name=${stats_db_name}</param>
+			<param>openaire_db_name=${openaire_db_name}</param>
+        </hive2>
+        <ok to="Step6_5"/>
+        <error to="Kill"/>
+    </action>
+    <action name="Step6_5">
+    	<hive2 xmlns="uri:oozie:hive2-action:0.1">
+            <job-tracker>${jobTracker}</job-tracker>
+            <name-node>${nameNode}</name-node>
+            <configuration>
+                <property>
+                    <name>hive.metastore.uris</name>
+                    <value>${hive_metastore_uris}</value>
+                </property>
+            </configuration>
+            <jdbc-url>${hive_jdbc_url}</jdbc-url>
+            <script>scripts/step6_5.sql</script>
+			<param>stats_db_name=${stats_db_name}</param>
+			<param>openaire_db_name=${openaire_db_name}</param>
+        </hive2>
+        <ok to="Step6_6"/>
+        <error to="Kill"/>
+    </action>
+    <action name="Step6_6">
+    	<hive2 xmlns="uri:oozie:hive2-action:0.1">
+            <job-tracker>${jobTracker}</job-tracker>
+            <name-node>${nameNode}</name-node>
+            <configuration>
+                <property>
+                    <name>hive.metastore.uris</name>
+                    <value>${hive_metastore_uris}</value>
+                </property>
+            </configuration>
+            <jdbc-url>${hive_jdbc_url}</jdbc-url>
+            <script>scripts/step6_6.sql</script>
+			<param>stats_db_name=${stats_db_name}</param>
+			<param>openaire_db_name=${openaire_db_name}</param>
+        </hive2>
+        <ok to="Step6_7"/>
+        <error to="Kill"/>
+    </action>
+    <action name="Step6_7">
+    	<hive2 xmlns="uri:oozie:hive2-action:0.1">
+            <job-tracker>${jobTracker}</job-tracker>
+            <name-node>${nameNode}</name-node>
+            <configuration>
+                <property>
+                    <name>hive.metastore.uris</name>
+                    <value>${hive_metastore_uris}</value>
+                </property>
+            </configuration>
+            <jdbc-url>${hive_jdbc_url}</jdbc-url>
+            <script>scripts/step6_7.sql</script>
+			<param>stats_db_name=${stats_db_name}</param>
+			<param>openaire_db_name=${openaire_db_name}</param>
+        </hive2>
+        <ok to="Step6_8"/>
+        <error to="Kill"/>
+    </action>
+    <action name="Step6_8">
+    	<hive2 xmlns="uri:oozie:hive2-action:0.1">
+            <job-tracker>${jobTracker}</job-tracker>
+            <name-node>${nameNode}</name-node>
+            <configuration>
+                <property>
+                    <name>hive.metastore.uris</name>
+                    <value>${hive_metastore_uris}</value>
+                </property>
+            </configuration>
+            <jdbc-url>${hive_jdbc_url}</jdbc-url>
+            <script>scripts/step6_8.sql</script>
+			<param>stats_db_name=${stats_db_name}</param>
+			<param>openaire_db_name=${openaire_db_name}</param>
+        </hive2>
+        <ok to="Step6_9"/>
+        <error to="Kill"/>
+    </action>
+    <action name="Step6_9">
+    	<hive2 xmlns="uri:oozie:hive2-action:0.1">
+            <job-tracker>${jobTracker}</job-tracker>
+            <name-node>${nameNode}</name-node>
+            <configuration>
+                <property>
+                    <name>hive.metastore.uris</name>
+                    <value>${hive_metastore_uris}</value>
+                </property>
+            </configuration>
+            <jdbc-url>${hive_jdbc_url}</jdbc-url>
+            <script>scripts/step6_9.sql</script>
+			<param>stats_db_name=${stats_db_name}</param>
+			<param>openaire_db_name=${openaire_db_name}</param>
+        </hive2>
+        <ok to="Step6_10"/>
+        <error to="Kill"/>
+    </action>
+    <action name="Step6_10">
+    	<hive2 xmlns="uri:oozie:hive2-action:0.1">
+            <job-tracker>${jobTracker}</job-tracker>
+            <name-node>${nameNode}</name-node>
+            <configuration>
+                <property>
+                    <name>hive.metastore.uris</name>
+                    <value>${hive_metastore_uris}</value>
+                </property>
+            </configuration>
+            <jdbc-url>${hive_jdbc_url}</jdbc-url>
+            <script>scripts/step6_10.sql</script>
+			<param>stats_db_name=${stats_db_name}</param>
+			<param>openaire_db_name=${openaire_db_name}</param>
+        </hive2>
+        <ok to="Step7_1"/>
+        <error to="Kill"/>
+    </action>
+    
+    <action name="Step7_1">
+    	<hive2 xmlns="uri:oozie:hive2-action:0.1">
+            <job-tracker>${jobTracker}</job-tracker>
+            <name-node>${nameNode}</name-node>
+            <configuration>
+                <property>
+                    <name>hive.metastore.uris</name>
+                    <value>${hive_metastore_uris}</value>
+                </property>
+            </configuration>
+            <jdbc-url>${hive_jdbc_url}</jdbc-url>
+            <script>scripts/step7_1.sql</script>
+			<param>stats_db_name=${stats_db_name}</param>
+			<param>openaire_db_name=${openaire_db_name}</param>
+        </hive2>
+        <ok to="Step7_2"/>
+        <error to="Kill"/>
+    </action>
+    <action name="Step7_2">
+    	<hive2 xmlns="uri:oozie:hive2-action:0.1">
+            <job-tracker>${jobTracker}</job-tracker>
+            <name-node>${nameNode}</name-node>
+            <configuration>
+                <property>
+                    <name>hive.metastore.uris</name>
+                    <value>${hive_metastore_uris}</value>
+                </property>
+            </configuration>
+            <jdbc-url>${hive_jdbc_url}</jdbc-url>
+            <script>scripts/step7_2.sql</script>
+			<param>stats_db_name=${stats_db_name}</param>
+			<param>openaire_db_name=${openaire_db_name}</param>
+        </hive2>
+        <ok to="Step7_3"/>
+        <error to="Kill"/>
+    </action>
+    <action name="Step7_3">
+    	<hive2 xmlns="uri:oozie:hive2-action:0.1">
+            <job-tracker>${jobTracker}</job-tracker>
+            <name-node>${nameNode}</name-node>
+            <configuration>
+                <property>
+                    <name>hive.metastore.uris</name>
+                    <value>${hive_metastore_uris}</value>
+                </property>
+            </configuration>
+            <jdbc-url>${hive_jdbc_url}</jdbc-url>
+            <script>scripts/step7_3.sql</script>
+			<param>stats_db_name=${stats_db_name}</param>
+			<param>openaire_db_name=${openaire_db_name}</param>
+        </hive2>
+        <ok to="Step7_4"/>
+        <error to="Kill"/>
+    </action>
+    <action name="Step7_4">
+    	<hive2 xmlns="uri:oozie:hive2-action:0.1">
+            <job-tracker>${jobTracker}</job-tracker>
+            <name-node>${nameNode}</name-node>
+            <configuration>
+                <property>
+                    <name>hive.metastore.uris</name>
+                    <value>${hive_metastore_uris}</value>
+                </property>
+            </configuration>
+            <jdbc-url>${hive_jdbc_url}</jdbc-url>
+            <script>scripts/step7_4.sql</script>
+			<param>stats_db_name=${stats_db_name}</param>
+			<param>openaire_db_name=${openaire_db_name}</param>
+        </hive2>
+        <ok to="Step7_5"/>
+        <error to="Kill"/>
+    </action>
+    <action name="Step7_5">
+    	<hive2 xmlns="uri:oozie:hive2-action:0.1">
+            <job-tracker>${jobTracker}</job-tracker>
+            <name-node>${nameNode}</name-node>
+            <configuration>
+                <property>
+                    <name>hive.metastore.uris</name>
+                    <value>${hive_metastore_uris}</value>
+                </property>
+            </configuration>
+            <jdbc-url>${hive_jdbc_url}</jdbc-url>
+            <script>scripts/step7_5.sql</script>
+			<param>stats_db_name=${stats_db_name}</param>
+			<param>openaire_db_name=${openaire_db_name}</param>
+        </hive2>
+        <ok to="Step8_1"/>
+        <error to="Kill"/>
+    </action>
+    
+    <action name="Step8_1">
+    	<hive2 xmlns="uri:oozie:hive2-action:0.1">
+            <job-tracker>${jobTracker}</job-tracker>
+            <name-node>${nameNode}</name-node>
+            <configuration>
+                <property>
+                    <name>hive.metastore.uris</name>
+                    <value>${hive_metastore_uris}</value>
+                </property>
+            </configuration>
+            <jdbc-url>${hive_jdbc_url}</jdbc-url>
+            <script>scripts/step8_1.sql</script>
+			<param>stats_db_name=${stats_db_name}</param>
+			<param>openaire_db_name=${openaire_db_name}</param>
+        </hive2>
+        <ok to="Step8_2"/>
+        <error to="Kill"/>
+    </action>
+    <action name="Step8_2">
+    	<hive2 xmlns="uri:oozie:hive2-action:0.1">
+            <job-tracker>${jobTracker}</job-tracker>
+            <name-node>${nameNode}</name-node>
+            <configuration>
+                <property>
+                    <name>hive.metastore.uris</name>
+                    <value>${hive_metastore_uris}</value>
+                </property>
+            </configuration>
+            <jdbc-url>${hive_jdbc_url}</jdbc-url>
+            <script>scripts/step8_2.sql</script>
+			<param>stats_db_name=${stats_db_name}</param>
+			<param>openaire_db_name=${openaire_db_name}</param>
+        </hive2>
+        <ok to="Step8_3"/>
+        <error to="Kill"/>
+    </action>
+    <action name="Step8_3">
+    	<hive2 xmlns="uri:oozie:hive2-action:0.1">
+            <job-tracker>${jobTracker}</job-tracker>
+            <name-node>${nameNode}</name-node>
+            <configuration>
+                <property>
+                    <name>hive.metastore.uris</name>
+                    <value>${hive_metastore_uris}</value>
+                </property>
+            </configuration>
+            <jdbc-url>${hive_jdbc_url}</jdbc-url>
+            <script>scripts/step8_3.sql</script>
+			<param>stats_db_name=${stats_db_name}</param>
+			<param>openaire_db_name=${openaire_db_name}</param>
+        </hive2>
+        <ok to="Step8_4"/>
+        <error to="Kill"/>
+    </action>
+    <action name="Step8_4">
+    	<hive2 xmlns="uri:oozie:hive2-action:0.1">
+            <job-tracker>${jobTracker}</job-tracker>
+            <name-node>${nameNode}</name-node>
+            <configuration>
+                <property>
+                    <name>hive.metastore.uris</name>
+                    <value>${hive_metastore_uris}</value>
+                </property>
+            </configuration>
+            <jdbc-url>${hive_jdbc_url}</jdbc-url>
+            <script>scripts/step8_4.sql</script>
+			<param>stats_db_name=${stats_db_name}</param>
+			<param>openaire_db_name=${openaire_db_name}</param>
+        </hive2>
+        <ok to="Step8_5"/>
+        <error to="Kill"/>
+    </action>
+    <action name="Step8_5">
+    	<hive2 xmlns="uri:oozie:hive2-action:0.1">
+            <job-tracker>${jobTracker}</job-tracker>
+            <name-node>${nameNode}</name-node>
+            <configuration>
+                <property>
+                    <name>hive.metastore.uris</name>
+                    <value>${hive_metastore_uris}</value>
+                </property>
+            </configuration>
+            <jdbc-url>${hive_jdbc_url}</jdbc-url>
+            <script>scripts/step8_5.sql</script>
+			<param>stats_db_name=${stats_db_name}</param>
+			<param>openaire_db_name=${openaire_db_name}</param>
+        </hive2>
+        <ok to="Step8_6"/>
+        <error to="Kill"/>
+    </action>
+    <action name="Step8_6">
+    	<hive2 xmlns="uri:oozie:hive2-action:0.1">
+            <job-tracker>${jobTracker}</job-tracker>
+            <name-node>${nameNode}</name-node>
+            <configuration>
+                <property>
+                    <name>hive.metastore.uris</name>
+                    <value>${hive_metastore_uris}</value>
+                </property>
+            </configuration>
+            <jdbc-url>${hive_jdbc_url}</jdbc-url>
+            <script>scripts/step8_6.sql</script>
+			<param>stats_db_name=${stats_db_name}</param>
+			<param>openaire_db_name=${openaire_db_name}</param>
+        </hive2>
+        <ok to="Step8_7"/>
+        <error to="Kill"/>
+    </action>
+    <action name="Step8_7">
+    	<hive2 xmlns="uri:oozie:hive2-action:0.1">
+            <job-tracker>${jobTracker}</job-tracker>
+            <name-node>${nameNode}</name-node>
+            <configuration>
+                <property>
+                    <name>hive.metastore.uris</name>
+                    <value>${hive_metastore_uris}</value>
+                </property>
+            </configuration>
+            <jdbc-url>${hive_jdbc_url}</jdbc-url>
+            <script>scripts/step8_7.sql</script>
+			<param>stats_db_name=${stats_db_name}</param>
+			<param>openaire_db_name=${openaire_db_name}</param>
+        </hive2>
+        <ok to="Step8_8"/>
+        <error to="Kill"/>
+    </action>
+    <action name="Step8_8">
+    	<hive2 xmlns="uri:oozie:hive2-action:0.1">
+            <job-tracker>${jobTracker}</job-tracker>
+            <name-node>${nameNode}</name-node>
+            <configuration>
+                <property>
+                    <name>hive.metastore.uris</name>
+                    <value>${hive_metastore_uris}</value>
+                </property>
+            </configuration>
+            <jdbc-url>${hive_jdbc_url}</jdbc-url>
+            <script>scripts/step8_8.sql</script>
+			<param>stats_db_name=${stats_db_name}</param>
+			<param>openaire_db_name=${openaire_db_name}</param>
+        </hive2>
+        <ok to="Step8_9"/>
+        <error to="Kill"/>
+    </action>
+    <action name="Step8_9">
+    	<hive2 xmlns="uri:oozie:hive2-action:0.1">
+            <job-tracker>${jobTracker}</job-tracker>
+            <name-node>${nameNode}</name-node>
+            <configuration>
+                <property>
+                    <name>hive.metastore.uris</name>
+                    <value>${hive_metastore_uris}</value>
+                </property>
+            </configuration>
+            <jdbc-url>${hive_jdbc_url}</jdbc-url>
+            <script>scripts/step8_9.sql</script>
+			<param>stats_db_name=${stats_db_name}</param>
+			<param>openaire_db_name=${openaire_db_name}</param>
+        </hive2>
+        <ok to="Step8_10"/>
+        <error to="Kill"/>
+    </action>
+    <action name="Step8_10">
+    	<hive2 xmlns="uri:oozie:hive2-action:0.1">
+            <job-tracker>${jobTracker}</job-tracker>
+            <name-node>${nameNode}</name-node>
+            <configuration>
+                <property>
+                    <name>hive.metastore.uris</name>
+                    <value>${hive_metastore_uris}</value>
+                </property>
+            </configuration>
+            <jdbc-url>${hive_jdbc_url}</jdbc-url>
+            <script>scripts/step8_10.sql</script>
+			<param>stats_db_name=${stats_db_name}</param>
+			<param>openaire_db_name=${openaire_db_name}</param>
+        </hive2>
+        <ok to="Step8_11"/>
+        <error to="Kill"/>
+    </action>
+    <action name="Step8_11">
+    	<hive2 xmlns="uri:oozie:hive2-action:0.1">
+            <job-tracker>${jobTracker}</job-tracker>
+            <name-node>${nameNode}</name-node>
+            <configuration>
+                <property>
+                    <name>hive.metastore.uris</name>
+                    <value>${hive_metastore_uris}</value>
+                </property>
+            </configuration>
+            <jdbc-url>${hive_jdbc_url}</jdbc-url>
+            <script>scripts/step8_11.sql</script>
+			<param>stats_db_name=${stats_db_name}</param>
+			<param>openaire_db_name=${openaire_db_name}</param>
+        </hive2>
+        <ok to="Step9_1"/>
+        <error to="Kill"/>
+    </action>
+    
+    <action name="Step9_1">
+    	<hive2 xmlns="uri:oozie:hive2-action:0.1">
+            <job-tracker>${jobTracker}</job-tracker>
+            <name-node>${nameNode}</name-node>
+            <configuration>
+                <property>
+                    <name>hive.metastore.uris</name>
+                    <value>${hive_metastore_uris}</value>
+                </property>
+            </configuration>
+            <jdbc-url>${hive_jdbc_url}</jdbc-url>
+            <script>scripts/step9_1.sql</script>
+			<param>stats_db_name=${stats_db_name}</param>
+			<param>openaire_db_name=${openaire_db_name}</param>
+        </hive2>
+        <ok to="Step9_2"/>
+        <error to="Kill"/>
+    </action>
+    <action name="Step9_2">
+    	<hive2 xmlns="uri:oozie:hive2-action:0.1">
+            <job-tracker>${jobTracker}</job-tracker>
+            <name-node>${nameNode}</name-node>
+            <configuration>
+                <property>
+                    <name>hive.metastore.uris</name>
+                    <value>${hive_metastore_uris}</value>
+                </property>
+            </configuration>
+            <jdbc-url>${hive_jdbc_url}</jdbc-url>
+            <script>scripts/step9_2.sql</script>
+			<param>stats_db_name=${stats_db_name}</param>
+			<param>openaire_db_name=${openaire_db_name}</param>
+        </hive2>
+        <ok to="Step9_3"/>
+        <error to="Kill"/>
+    </action>
+    <action name="Step9_3">
+    	<hive2 xmlns="uri:oozie:hive2-action:0.1">
+            <job-tracker>${jobTracker}</job-tracker>
+            <name-node>${nameNode}</name-node>
+            <configuration>
+                <property>
+                    <name>hive.metastore.uris</name>
+                    <value>${hive_metastore_uris}</value>
+                </property>
+            </configuration>
+            <jdbc-url>${hive_jdbc_url}</jdbc-url>
+            <script>scripts/step9_3.sql</script>
+			<param>stats_db_name=${stats_db_name}</param>
+			<param>openaire_db_name=${openaire_db_name}</param>
+        </hive2>
+        <ok to="Step9_4"/>
+        <error to="Kill"/>
+    </action>
+    <action name="Step9_4">
+    	<hive2 xmlns="uri:oozie:hive2-action:0.1">
+            <job-tracker>${jobTracker}</job-tracker>
+            <name-node>${nameNode}</name-node>
+            <configuration>
+                <property>
+                    <name>hive.metastore.uris</name>
+                    <value>${hive_metastore_uris}</value>
+                </property>
+            </configuration>
+            <jdbc-url>${hive_jdbc_url}</jdbc-url>
+            <script>scripts/step9_4.sql</script>
+			<param>stats_db_name=${stats_db_name}</param>
+			<param>openaire_db_name=${openaire_db_name}</param>
+        </hive2>
+        <ok to="Step9_5"/>
+        <error to="Kill"/>
+    </action>
+    <action name="Step9_5">
+    	<hive2 xmlns="uri:oozie:hive2-action:0.1">
+            <job-tracker>${jobTracker}</job-tracker>
+            <name-node>${nameNode}</name-node>
+            <configuration>
+                <property>
+                    <name>hive.metastore.uris</name>
+                    <value>${hive_metastore_uris}</value>
+                </property>
+            </configuration>
+            <jdbc-url>${hive_jdbc_url}</jdbc-url>
+            <script>scripts/step9_5.sql</script>
+			<param>stats_db_name=${stats_db_name}</param>
+			<param>openaire_db_name=${openaire_db_name}</param>
+        </hive2>
+        <ok to="Step9_6"/>
+        <error to="Kill"/>
+    </action>
+    <action name="Step9_6">
+    	<hive2 xmlns="uri:oozie:hive2-action:0.1">
+            <job-tracker>${jobTracker}</job-tracker>
+            <name-node>${nameNode}</name-node>
+            <configuration>
+                <property>
+                    <name>hive.metastore.uris</name>
+                    <value>${hive_metastore_uris}</value>
+                </property>
+            </configuration>
+            <jdbc-url>${hive_jdbc_url}</jdbc-url>
+            <script>scripts/step9_6.sql</script>
+			<param>stats_db_name=${stats_db_name}</param>
+			<param>openaire_db_name=${openaire_db_name}</param>
+        </hive2>
+        <ok to="Step9_7"/>
+        <error to="Kill"/>
+    </action>
+    <action name="Step9_7">
+    	<hive2 xmlns="uri:oozie:hive2-action:0.1">
+            <job-tracker>${jobTracker}</job-tracker>
+            <name-node>${nameNode}</name-node>
+            <configuration>
+                <property>
+                    <name>hive.metastore.uris</name>
+                    <value>${hive_metastore_uris}</value>
+                </property>
+            </configuration>
+            <jdbc-url>${hive_jdbc_url}</jdbc-url>
+            <script>scripts/step9_7.sql</script>
+			<param>stats_db_name=${stats_db_name}</param>
+			<param>openaire_db_name=${openaire_db_name}</param>
+        </hive2>
+        <ok to="Step9_8"/>
+        <error to="Kill"/>
+    </action>
+    <action name="Step9_8">
+    	<hive2 xmlns="uri:oozie:hive2-action:0.1">
+            <job-tracker>${jobTracker}</job-tracker>
+            <name-node>${nameNode}</name-node>
+            <configuration>
+                <property>
+                    <name>hive.metastore.uris</name>
+                    <value>${hive_metastore_uris}</value>
+                </property>
+            </configuration>
+            <jdbc-url>${hive_jdbc_url}</jdbc-url>
+            <script>scripts/step9_8.sql</script>
+			<param>stats_db_name=${stats_db_name}</param>
+			<param>openaire_db_name=${openaire_db_name}</param>
+        </hive2>
+        <ok to="Step9_9"/>
+        <error to="Kill"/>
+    </action>
+    <action name="Step9_9">
+    	<hive2 xmlns="uri:oozie:hive2-action:0.1">
+            <job-tracker>${jobTracker}</job-tracker>
+            <name-node>${nameNode}</name-node>
+            <configuration>
+                <property>
+                    <name>hive.metastore.uris</name>
+                    <value>${hive_metastore_uris}</value>
+                </property>
+            </configuration>
+            <jdbc-url>${hive_jdbc_url}</jdbc-url>
+            <script>scripts/step9_9.sql</script>
+			<param>stats_db_name=${stats_db_name}</param>
+			<param>openaire_db_name=${openaire_db_name}</param>
+        </hive2>
+        <ok to="Step10_1"/>
+        <error to="Kill"/>
+    </action>
+    
+    <action name="Step10_1">
+    	<hive2 xmlns="uri:oozie:hive2-action:0.1">
+            <job-tracker>${jobTracker}</job-tracker>
+            <name-node>${nameNode}</name-node>
+            <configuration>
+                <property>
+                    <name>hive.metastore.uris</name>
+                    <value>${hive_metastore_uris}</value>
+                </property>
+            </configuration>
+            <jdbc-url>${hive_jdbc_url}</jdbc-url>
+            <script>scripts/step10_1.sql</script>
+			<param>stats_db_name=${stats_db_name}</param>
+			<param>openaire_db_name=${openaire_db_name}</param>
+        </hive2>
+        <ok to="Step10_2"/>
+        <error to="Kill"/>
+    </action>
+    <action name="Step10_2">
+    	<hive2 xmlns="uri:oozie:hive2-action:0.1">
+            <job-tracker>${jobTracker}</job-tracker>
+            <name-node>${nameNode}</name-node>
+            <configuration>
+                <property>
+                    <name>hive.metastore.uris</name>
+                    <value>${hive_metastore_uris}</value>
+                </property>
+            </configuration>
+            <jdbc-url>${hive_jdbc_url}</jdbc-url>
+            <script>scripts/step10_2.sql</script>
+			<param>stats_db_name=${stats_db_name}</param>
+			<param>openaire_db_name=${openaire_db_name}</param>
+        </hive2>
+        <ok to="Step10_3"/>
+        <error to="Kill"/>
+    </action>
+    <action name="Step10_3">
+    	<hive2 xmlns="uri:oozie:hive2-action:0.1">
+            <job-tracker>${jobTracker}</job-tracker>
+            <name-node>${nameNode}</name-node>
+            <configuration>
+                <property>
+                    <name>hive.metastore.uris</name>
+                    <value>${hive_metastore_uris}</value>
+                </property>
+            </configuration>
+            <jdbc-url>${hive_jdbc_url}</jdbc-url>
+            <script>scripts/step10_3.sql</script>
+			<param>stats_db_name=${stats_db_name}</param>
+			<param>openaire_db_name=${openaire_db_name}</param>
+        </hive2>
+        <ok to="Step11"/>
+        <error to="Kill"/>
+    </action>
+    
+    <action name="Step11">
+    	<hive2 xmlns="uri:oozie:hive2-action:0.1">
+            <job-tracker>${jobTracker}</job-tracker>
+            <name-node>${nameNode}</name-node>
+            <configuration>
+                <property>
+                    <name>hive.metastore.uris</name>
+                    <value>${hive_metastore_uris}</value>
+                </property>
+            </configuration>
+            <jdbc-url>${hive_jdbc_url}</jdbc-url>
+            <script>scripts/step11.sql</script>
+			<param>stats_db_name=${stats_db_name}</param>
+			<param>openaire_db_name=${openaire_db_name}</param>
+			<param>external_stats_db_name=${external_stats_db_name}</param>
+        </hive2>
+        <ok to="Step12_1"/>
+        <error to="Kill"/>
+    </action>
+    
+    <action name="Step12_1">
+    	<hive2 xmlns="uri:oozie:hive2-action:0.1">
+            <job-tracker>${jobTracker}</job-tracker>
+            <name-node>${nameNode}</name-node>
+            <configuration>
+                <property>
+                    <name>hive.metastore.uris</name>
+                    <value>${hive_metastore_uris}</value>
+                </property>
+            </configuration>
+            <jdbc-url>${hive_jdbc_url}</jdbc-url>
+            <script>scripts/step12_1.sql</script>
+			<param>stats_db_name=${stats_db_name}</param>
+			<param>openaire_db_name=${openaire_db_name}</param>
+        </hive2>
+        <ok to="Step12_2"/>
+        <error to="Kill"/>
+    </action>
+    <action name="Step12_2">
+    	<hive2 xmlns="uri:oozie:hive2-action:0.1">
+            <job-tracker>${jobTracker}</job-tracker>
+            <name-node>${nameNode}</name-node>
+            <configuration>
+                <property>
+                    <name>hive.metastore.uris</name>
+                    <value>${hive_metastore_uris}</value>
+                </property>
+            </configuration>
+            <jdbc-url>${hive_jdbc_url}</jdbc-url>
+            <script>scripts/step12_2.sql</script>
+			<param>stats_db_name=${stats_db_name}</param>
+			<param>openaire_db_name=${openaire_db_name}</param>
+        </hive2>
+        <ok to="Step12_3"/>
+        <error to="Kill"/>
+    </action>
+    <action name="Step12_3">
+    	<hive2 xmlns="uri:oozie:hive2-action:0.1">
+            <job-tracker>${jobTracker}</job-tracker>
+            <name-node>${nameNode}</name-node>
+            <configuration>
+                <property>
+                    <name>hive.metastore.uris</name>
+                    <value>${hive_metastore_uris}</value>
+                </property>
+            </configuration>
+            <jdbc-url>${hive_jdbc_url}</jdbc-url>
+            <script>scripts/step12_3.sql</script>
+			<param>stats_db_name=${stats_db_name}</param>
+			<param>openaire_db_name=${openaire_db_name}</param>
+        </hive2>
+        <ok to="Step12_4"/>
+        <error to="Kill"/>
+    </action>
+    <action name="Step12_4">
+    	<hive2 xmlns="uri:oozie:hive2-action:0.1">
+            <job-tracker>${jobTracker}</job-tracker>
+            <name-node>${nameNode}</name-node>
+            <configuration>
+                <property>
+                    <name>hive.metastore.uris</name>
+                    <value>${hive_metastore_uris}</value>
+                </property>
+            </configuration>
+            <jdbc-url>${hive_jdbc_url}</jdbc-url>
+            <script>scripts/step12_4.sql</script>
+			<param>stats_db_name=${stats_db_name}</param>
+			<param>openaire_db_name=${openaire_db_name}</param>
+        </hive2>
+        <ok to="Step12_5"/>
+        <error to="Kill"/>
+    </action>
+    <action name="Step12_5">
+    	<hive2 xmlns="uri:oozie:hive2-action:0.1">
+            <job-tracker>${jobTracker}</job-tracker>
+            <name-node>${nameNode}</name-node>
+            <configuration>
+                <property>
+                    <name>hive.metastore.uris</name>
+                    <value>${hive_metastore_uris}</value>
+                </property>
+            </configuration>
+            <jdbc-url>${hive_jdbc_url}</jdbc-url>
+            <script>scripts/step12_5.sql</script>
+			<param>stats_db_name=${stats_db_name}</param>
+			<param>openaire_db_name=${openaire_db_name}</param>
+        </hive2>
+        <ok to="Step12_6"/>
+        <error to="Kill"/>
+    </action>
+    <action name="Step12_6">
+    	<hive2 xmlns="uri:oozie:hive2-action:0.1">
+            <job-tracker>${jobTracker}</job-tracker>
+            <name-node>${nameNode}</name-node>
+            <configuration>
+                <property>
+                    <name>hive.metastore.uris</name>
+                    <value>${hive_metastore_uris}</value>
+                </property>
+            </configuration>
+            <jdbc-url>${hive_jdbc_url}</jdbc-url>
+            <script>scripts/step12_6.sql</script>
+			<param>stats_db_name=${stats_db_name}</param>
+			<param>openaire_db_name=${openaire_db_name}</param>
+        </hive2>
+        <ok to="Step12_7"/>
+        <error to="Kill"/>
+    </action>
+    <action name="Step12_7">
+    	<hive2 xmlns="uri:oozie:hive2-action:0.1">
+            <job-tracker>${jobTracker}</job-tracker>
+            <name-node>${nameNode}</name-node>
+            <configuration>
+                <property>
+                    <name>hive.metastore.uris</name>
+                    <value>${hive_metastore_uris}</value>
+                </property>
+            </configuration>
+            <jdbc-url>${hive_jdbc_url}</jdbc-url>
+            <script>scripts/step12_7.sql</script>
+			<param>stats_db_name=${stats_db_name}</param>
+			<param>openaire_db_name=${openaire_db_name}</param>
+        </hive2>
+        <ok to="Step12_8"/>
+        <error to="Kill"/>
+    </action>
+    <action name="Step12_8">
+    	<hive2 xmlns="uri:oozie:hive2-action:0.1">
+            <job-tracker>${jobTracker}</job-tracker>
+            <name-node>${nameNode}</name-node>
+            <configuration>
+                <property>
+                    <name>hive.metastore.uris</name>
+                    <value>${hive_metastore_uris}</value>
+                </property>
+            </configuration>
+            <jdbc-url>${hive_jdbc_url}</jdbc-url>
+            <script>scripts/step12_8.sql</script>
+			<param>stats_db_name=${stats_db_name}</param>
+			<param>openaire_db_name=${openaire_db_name}</param>
+        </hive2>
+        <ok to="Step13"/>
+        <error to="Kill"/>
+    </action>
+    
+    <action name="Step13">
+    <hive2 xmlns="uri:oozie:hive2-action:0.1">
+            <job-tracker>${jobTracker}</job-tracker>
+            <name-node>${nameNode}</name-node>
+            <configuration>
+                <property>
+                    <name>hive.metastore.uris</name>
+                    <value>${hive_metastore_uris}</value>
+                </property>
+            </configuration>
+            <jdbc-url>${hive_jdbc_url}</jdbc-url>
+            <script>scripts/step13.sql</script>
+			<param>stats_db_name=${stats_db_name}</param>
+			<param>openaire_db_name=${openaire_db_name}</param>
+        </hive2>
+        <ok to="Step14"/>
+        <error to="Kill"/>
+    </action>
+    
+    <action name="Step14">
+    <hive2 xmlns="uri:oozie:hive2-action:0.1">
+            <job-tracker>${jobTracker}</job-tracker>
+            <name-node>${nameNode}</name-node>
+            <configuration>
+                <property>
+                    <name>hive.metastore.uris</name>
+                    <value>${hive_metastore_uris}</value>
+                </property>
+            </configuration>
+            <jdbc-url>${hive_jdbc_url}</jdbc-url>
+            <script>scripts/step14.sql</script>
+			<param>stats_db_name=${stats_db_name}</param>
+			<param>openaire_db_name=${openaire_db_name}</param>
+        </hive2>
+        <ok to="End"/>
+        <error to="Kill"/>
+    </action>
+    
+    <end name="End"/>
+</workflow-app>
diff --git a/dhp-workflows/dhp-worfklow-profiles/pom.xml b/dhp-workflows/dhp-worfklow-profiles/pom.xml
new file mode 100644
index 0000000000..df90014ba7
--- /dev/null
+++ b/dhp-workflows/dhp-worfklow-profiles/pom.xml
@@ -0,0 +1,15 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project xmlns="http://maven.apache.org/POM/4.0.0"
+         xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+         xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
+    <parent>
+        <artifactId>dhp</artifactId>
+        <groupId>eu.dnetlib.dhp</groupId>
+        <version>1.1.7-SNAPSHOT</version>
+    </parent>
+    <modelVersion>4.0.0</modelVersion>
+
+    <artifactId>dhp-worfklow-profiles</artifactId>
+
+
+</project>
\ No newline at end of file
diff --git a/dhp-workflows/dhp-worfklow-profiles/src/main/resources/eu/dnetlib/dhp/wf/profiles/provision.xml b/dhp-workflows/dhp-worfklow-profiles/src/main/resources/eu/dnetlib/dhp/wf/profiles/provision.xml
new file mode 100644
index 0000000000..0467e618f6
--- /dev/null
+++ b/dhp-workflows/dhp-worfklow-profiles/src/main/resources/eu/dnetlib/dhp/wf/profiles/provision.xml
@@ -0,0 +1,596 @@
+<RESOURCE_PROFILE>
+    <HEADER>
+        <RESOURCE_IDENTIFIER value="74d90d54-bea4-4a79-82d9-adddcc89e660_V29ya2Zsb3dEU1Jlc291cmNlcy9Xb3JrZmxvd0RTUmVzb3VyY2VUeXBl"/>
+        <RESOURCE_TYPE value="WorkflowDSResourceType"/>
+        <RESOURCE_KIND value="WorkflowDSResources"/>
+        <RESOURCE_URI value=""/>
+        <DATE_OF_CREATION value="2020-04-28T16:31:43+00:00"/>
+    </HEADER>
+    <BODY>
+        <WORKFLOW_NAME>Data Provision [OCEAN]</WORKFLOW_NAME>
+        <WORKFLOW_TYPE>Data Provision</WORKFLOW_TYPE>
+        <WORKFLOW_PRIORITY>30</WORKFLOW_PRIORITY>
+        <CONFIGURATION start="manual">
+            <NODE isStart="true" name="setAggregatorGraphPath" type="SetEnvParameter">
+                <DESCRIPTION>Set the path containing the AGGREGATOR graph</DESCRIPTION>
+                <PARAMETERS>
+                    <PARAM managedBy="system" name="parameterName" required="true" type="string">aggregatorGraphPath</PARAM>
+                    <PARAM managedBy="user" name="parameterValue" required="true" type="string">/tmp/beta_provision/graph/00_graph_aggregator</PARAM>
+                </PARAMETERS>
+                <ARCS>
+                    <ARC to="waitConfig"/>
+                </ARCS>
+            </NODE>
+            <NODE isStart="true" name="setRawGraphPath" type="SetEnvParameter">
+                <DESCRIPTION>Set the target path to store the RAW graph</DESCRIPTION>
+                <PARAMETERS>
+                    <PARAM managedBy="system" name="parameterName" required="true" type="string">rawGraphPath</PARAM>
+                    <PARAM managedBy="user" name="parameterValue" required="true" type="string">/tmp/beta_provision/graph/01_graph_raw</PARAM>
+                </PARAMETERS>
+                <ARCS>
+                    <ARC to="waitConfig"/>
+                </ARCS>
+            </NODE>
+            <NODE isStart="true" name="setDedupGraphPath" type="SetEnvParameter">
+                <DESCRIPTION>Set the target path to store the DEDUPED graph</DESCRIPTION>
+                <PARAMETERS>
+                    <PARAM managedBy="system" name="parameterName" required="true" type="string">dedupGraphPath</PARAM>
+                    <PARAM managedBy="user" name="parameterValue" required="true" type="string">/tmp/beta_provision/graph/02_graph_dedup</PARAM>
+                </PARAMETERS>
+                <ARCS>
+                    <ARC to="waitConfig"/>
+                </ARCS>
+            </NODE>
+            <NODE isStart="true" name="setInferredGraphPath" type="SetEnvParameter">
+                <DESCRIPTION>Set the target path to store the INFERRED graph</DESCRIPTION>
+                <PARAMETERS>
+                    <PARAM managedBy="system" name="parameterName" required="true" type="string">inferredGraphPath</PARAM>
+                    <PARAM managedBy="user" name="parameterValue" required="true" type="string">/tmp/beta_provision/graph/03_graph_inferred</PARAM>
+                </PARAMETERS>
+                <ARCS>
+                    <ARC to="waitConfig"/>
+                </ARCS>
+            </NODE>
+            <NODE isStart="true" name="setConsistentGraphPath" type="SetEnvParameter">
+                <DESCRIPTION>Set the target path to store the CONSISTENCY graph</DESCRIPTION>
+                <PARAMETERS>
+                    <PARAM managedBy="system" name="parameterName" required="true" type="string">consistentGraphPath</PARAM>
+                    <PARAM managedBy="user" name="parameterValue" required="true" type="string">/tmp/beta_provision/graph/04_graph_consistent</PARAM>
+                </PARAMETERS>
+                <ARCS>
+                    <ARC to="waitConfig"/>
+                </ARCS>
+            </NODE>
+            <NODE isStart="true" name="setOrcidGraphPath" type="SetEnvParameter">
+                <DESCRIPTION>Set the target path to store the ORCID enriched graph</DESCRIPTION>
+                <PARAMETERS>
+                    <PARAM managedBy="system" name="parameterName" required="true" type="string">orcidGraphPath</PARAM>
+                    <PARAM managedBy="user" name="parameterValue" required="true" type="string">/tmp/beta_provision/graph/05_graph_orcid</PARAM>
+                </PARAMETERS>
+                <ARCS>
+                    <ARC to="waitConfig"/>
+                </ARCS>
+            </NODE>
+            <NODE isStart="true" name="setBulkTaggingGraphPath" type="SetEnvParameter">
+                <DESCRIPTION>Set the target path to store the BULK TAGGED graph</DESCRIPTION>
+                <PARAMETERS>
+                    <PARAM managedBy="system" name="parameterName" required="true" type="string">bulkTaggingGraphPath</PARAM>
+                    <PARAM managedBy="user" name="parameterValue" required="true" type="string">/tmp/beta_provision/graph/06_graph_bulktagging</PARAM>
+                </PARAMETERS>
+                <ARCS>
+                    <ARC to="waitConfig"/>
+                </ARCS>
+            </NODE>
+            <NODE isStart="true" name="setAffiliationGraphPath" type="SetEnvParameter">
+                <DESCRIPTION>Set the target path to store the AFFILIATION from INSTITUTIONAL REPOS graph</DESCRIPTION>
+                <PARAMETERS>
+                    <PARAM managedBy="system" name="parameterName" required="true" type="string">affiliationGraphPath</PARAM>
+                    <PARAM managedBy="user" name="parameterValue" required="true" type="string">/tmp/beta_provision/graph/07_graph_affiliation</PARAM>
+                </PARAMETERS>
+                <ARCS>
+                    <ARC to="waitConfig"/>
+                </ARCS>
+            </NODE>
+            <NODE isStart="true" name="setCommunityOrganizationGraphPath" type="SetEnvParameter">
+                <DESCRIPTION>Set the target path to store the COMMUNITY from SELECTED SOURCES graph</DESCRIPTION>
+                <PARAMETERS>
+                    <PARAM managedBy="system" name="parameterName" required="true" type="string">communityOrganizationGraphPath</PARAM>
+                    <PARAM managedBy="user" name="parameterValue" required="true" type="string">/tmp/beta_provision/graph/08_graph_comunity_organization</PARAM>
+                </PARAMETERS>
+                <ARCS>
+                    <ARC to="waitConfig"/>
+                </ARCS>
+            </NODE>
+            <NODE isStart="true" name="setFundingGraphPath" type="SetEnvParameter">
+                <DESCRIPTION>Set the target path to store the FUNDING from SEMANTIC RELATION graph</DESCRIPTION>
+                <PARAMETERS>
+                    <PARAM managedBy="system" name="parameterName" required="true" type="string">fundingGraphPath</PARAM>
+                    <PARAM managedBy="user" name="parameterValue" required="true" type="string">/tmp/beta_provision/graph/09_graph_funding</PARAM>
+                </PARAMETERS>
+                <ARCS>
+                    <ARC to="waitConfig"/>
+                </ARCS>
+            </NODE>
+            <NODE isStart="true" name="setCommunitySemRelGraphPath" type="SetEnvParameter">
+                <DESCRIPTION>Set the target path to store the COMMUNITY from SEMANTIC RELATION graph</DESCRIPTION>
+                <PARAMETERS>
+                    <PARAM managedBy="system" name="parameterName" required="true" type="string">communitySemRelGraphPath</PARAM>
+                    <PARAM managedBy="user" name="parameterValue" required="true" type="string">/tmp/beta_provision/graph/10_graph_comunity_sem_rel</PARAM>
+                </PARAMETERS>
+                <ARCS>
+                    <ARC to="waitConfig"/>
+                </ARCS>
+            </NODE>
+            <NODE isStart="true" name="setCountryGraphPath" type="SetEnvParameter">
+                <DESCRIPTION>Set the target path to store the COUNTRY enriched graph</DESCRIPTION>
+                <PARAMETERS>
+                    <PARAM managedBy="system" name="parameterName" required="true" type="string">countryGraphPath</PARAM>
+                    <PARAM managedBy="user" name="parameterValue" required="true" type="string">/tmp/beta_provision/graph/11_graph_country</PARAM>
+                </PARAMETERS>
+                <ARCS>
+                    <ARC to="waitConfig"/>
+                </ARCS>
+            </NODE>
+            <NODE isStart="true" name="setIsLookUpUrl" type="SetEnvParameter">
+                <DESCRIPTION>Set the lookup address</DESCRIPTION>
+                <PARAMETERS>
+                    <PARAM managedBy="system" name="parameterName" required="true" type="string">isLookUpUrl</PARAM>
+                    <PARAM managedBy="system" name="parameterValue" required="true" type="string">http://beta.services.openaire.eu:8280/is/services/isLookUp?wsdl</PARAM>
+                </PARAMETERS>
+                <ARCS>
+                    <ARC to="waitConfig"/>
+                </ARCS>
+            </NODE>
+            <NODE isStart="true" name="setBulkTaggingPathMap" type="SetEnvParameter">
+                <DESCRIPTION>Set the map of paths for the Bulk Tagging</DESCRIPTION>
+                <PARAMETERS>
+                    <PARAM managedBy="system" name="parameterName" required="true" type="string">bulkTaggingPathMap</PARAM>
+                    <PARAM managedBy="system" name="parameterValue" required="true" type="string">{"author" : "$['author'][*]['fullname']", "title" : "$['title'][*]['value']", "orcid" : "$['author'][*]['pid'][*][?(@['key']=='ORCID')]['value']",   "contributor" : "$['contributor'][*]['value']",  "description" : "$['description'][*]['value']"}</PARAM>
+                </PARAMETERS>
+                <ARCS>
+                    <ARC to="waitConfig"/>
+                </ARCS>
+            </NODE>
+            <NODE isStart="true" name="setPropagationOrganizationCommunityMap" type="SetEnvParameter">
+                <DESCRIPTION>Set the map of associations organization, community list for the propagation of community to result through organization</DESCRIPTION>
+                <PARAMETERS>
+                    <PARAM managedBy="system" name="parameterName" required="true" type="string">propagationOrganizationCommunityMap</PARAM>
+                    <PARAM managedBy="system" name="parameterValue" required="true" type="string">
+                        {
+                            "20|corda__h2020::3fb05a9524c3f790391261347852f638":["mes","euromarine"],
+                            "20|corda__h2020::e8dbe14cca9bf6fce09d468872f813f8":["mes","euromarine"],
+                            "20|snsf________::9b253f265e3bef5cae6d881fdf61aceb":["mes","euromarine"],
+                            "20|rcuk________::e054eea0a47665af8c3656b5785ccf76":["mes","euromarine"],
+                            "20|corda__h2020::edc18d67c9b11fb616ca9f6e1db1b151":["mes","euromarine"],
+                            "20|rcuk________::d5736d9da90521ddcdc7828a05a85e9a":["mes","euromarine"],
+                            "20|corda__h2020::f5d418d3aa1cf817ddefcc3fdc039f27":["mes","euromarine"],
+                            "20|snsf________::8fa091f8f25a846779acb4ea97b50aef":["mes","euromarine"],
+                            "20|corda__h2020::81e020977211c2c40fae2e1a50bffd71":["mes","euromarine"],
+                            "20|corda_______::81e020977211c2c40fae2e1a50bffd71":["mes","euromarine"],
+                            "20|snsf________::31d0a100e54e3cdb3c6f52d91e638c78":["mes","euromarine"],
+                            "20|corda__h2020::ea379ef91b8cc86f9ac5edc4169292db":["mes","euromarine"],
+                            "20|corda__h2020::f75ee2ee48e5cb0ec8c8d30aaa8fef70":["mes","euromarine"],
+                            "20|rcuk________::e16010089551a1a9182a94604fc0ea59":["mes","euromarine"],
+                            "20|corda__h2020::38531a2cce7c5c347ffc439b07c1f43b":["mes","euromarine"],
+                            "20|corda_______::38531a2cce7c5c347ffc439b07c1f43b":["mes","euromarine"],
+                            "20|grid________::b2cbbf5eadbbf87d534b022bad3191d7":["mes","euromarine"],
+                            "20|snsf________::74730ef1439d7f7636a8be58a6b471b8":["mes","euromarine"],
+                            "20|nsf_________::ad72e19043a5a467e35f9b444d11563e":["mes","euromarine"],
+                            "20|rcuk________::0fc3e92500290902a2d38ec2445e74c3":["mes","euromarine"],
+                            "20|grid________::ad2c29905da0eb3c06b3fa80cacd89ea":["mes","euromarine"],
+                            "20|corda__h2020::30b53e4d63d3724f00acb9cbaca40860":["mes","euromarine"],
+                            "20|corda__h2020::f60f84bee14ad93f0db0e49af1d5c317":["mes","euromarine"],
+                            "20|corda__h2020::7bf251ac3765b5e89d82270a1763d09f":["mes","euromarine"],
+                            "20|corda__h2020::65531bd11be9935948c7f2f4db1c1832":["mes","euromarine"],
+                            "20|corda__h2020::e0e98f86bbc76638bbb72a8fe2302946":["mes","euromarine"],
+                            "20|snsf________::3eb43582ac27601459a8d8b3e195724b":["mes","euromarine"],
+                            "20|corda__h2020::af2481dab65d06c8ea0ae02b5517b9b6":["mes","euromarine"],
+                            "20|corda__h2020::c19d05cfde69a50d3ebc89bd0ee49929":["mes","euromarine"],
+                            "20|corda__h2020::af0bfd9fc09f80d9488f56d71a9832f0":["mes","euromarine"],
+                            "20|rcuk________::f33c02afb0dc66c49d0ed97ca5dd5cb0":["beopen"],
+                            "20|grid________::a867f78acdc5041b34acfe4f9a349157":["beopen"],
+                            "20|grid________::7bb116a1a9f95ab812bf9d2dea2be1ff":["beopen"],
+                            "20|corda__h2020::6ab0e0739dbe625b99a2ae45842164ad":["beopen"],
+                            "20|corda__h2020::8ba50792bc5f4d51d79fca47d860c602":["beopen"],
+                            "20|corda_______::8ba50792bc5f4d51d79fca47d860c602":["beopen"],
+                            "20|corda__h2020::e70e9114979e963eef24666657b807c3":["beopen"],
+                            "20|corda_______::e70e9114979e963eef24666657b807c3":["beopen"],
+                            "20|corda_______::15911e01e9744d57205825d77c218737":["beopen"],
+                            "20|opendoar____::056a41e24e2a9a67215e87bbee6a80ab":["beopen"],
+                            "20|opendoar____::7f67f2e6c6fbb0628f8160fcd3d92ae3":["beopen"],
+                            "20|grid________::a8ecfd7c084e561168bcbe6bf0daf3e3":["beopen"],
+                            "20|corda_______::7bbe6cc5d8ec1864739a04b0d020c9e9":["beopen"],
+                            "20|corda_______::3ff558e30c2e434d688539548300b050":["beopen"],
+                            "20|corda__h2020::5ffee5b3b83b33a8cf0e046877bd3a39":["beopen"],
+                            "20|corda__h2020::5187217e2e806a6df3579c46f82401bc":["beopen"],
+                            "20|grid________::5fa7e2709bcd945e26bfa18689adeec1":["beopen"],
+                            "20|corda_______::d8696683c53027438031a96ad27c3c07":["beopen"],
+                            "20|corda__h2020::d8696683c53027438031a96ad27c3c07":["beopen"],
+                            "20|rcuk________::23a79ebdfa59790864e4a485881568c1":["beopen"],
+                            "20|corda__h2020::b76cf8fe49590a966953c37e18608af9":["beopen"],
+                            "20|grid________::d2f0204126ee709244a488a4cd3b91c2":["beopen"],
+                            "20|corda__h2020::05aba9d2ed17533d15221e5655ac11e6":["beopen"],
+                            "20|grid________::802401579481dc32062bdee69f5e6a34":["beopen"],
+                            "20|corda__h2020::3f6d9d54cac975a517ba6b252c81582d":["beopen"]
+                        }
+                    </PARAM>
+                </PARAMETERS>
+                <ARCS>
+                    <ARC to="waitConfig"/>
+                </ARCS>
+            </NODE>
+            <NODE isStart="true" name="setDedupConfig" type="SetEnvParameter">
+                <DESCRIPTION>Set the dedup orchestrator name</DESCRIPTION>
+                <PARAMETERS>
+                    <PARAM managedBy="system" name="parameterName" required="true" type="string">dedupConfig</PARAM>
+                    <PARAM managedBy="user" name="parameterValue" required="true" type="string">decisiontree-dedup-test</PARAM>
+                </PARAMETERS>
+                <ARCS>
+                    <ARC to="waitConfig"/>
+                </ARCS>
+            </NODE>
+            <NODE isStart="true" name="actionSetsRaw" type="SetEnvParameter">
+                <DESCRIPTION>declares the ActionSet ids to promote in the RAW graph</DESCRIPTION>
+                <PARAMETERS>
+                    <PARAM managedBy="system" name="parameterName" required="true" type="string">actionSetIdsRawGraph</PARAM>
+                    <PARAM managedBy="user" name="parameterValue" required="true" type="string">scholexplorer-dump,gridac-dump,doiboost-organizations,doiboost,orcidworks-no-doi,iis-wos-entities,iis-entities-software,iis-entities-patent</PARAM>
+                </PARAMETERS>
+                <ARCS>
+                    <ARC to="waitConfig"/>
+                </ARCS>
+            </NODE>
+            <NODE isStart="true" name="actionSetsIIS" type="SetEnvParameter">
+                <DESCRIPTION>declares the ActionSet ids to promote in the INFERRED graph</DESCRIPTION>
+                <PARAMETERS>
+                    <PARAM managedBy="system" name="parameterName" required="true" type="string">actionSetIdsIISGraph</PARAM>
+                    <PARAM managedBy="user" name="parameterValue" required="true" type="string">iis-researchinitiative,iis-document-citations,iis-document-affiliation,iis-document-classes,iis-document-similarities,iis-referenced-datasets-main,iis-referenced-datasets-preprocessing,iis-referenced-projects-main,iis-referenced-projects-preprocessing,iis-referenceextraction-pdb,document_software_url,iis-extracted-metadata,iis-communities,iis-referenced-patents,iis-covid-19</PARAM>
+                </PARAMETERS>
+                <ARCS>
+                    <ARC to="waitConfig"/>
+                </ARCS>
+            </NODE>
+            <NODE isJoin="true" name="waitConfig">
+                <DESCRIPTION>wait configurations</DESCRIPTION>
+                <PARAMETERS/>
+                <ARCS>
+                    <ARC to="aggregatorGraph"/>
+                </ARCS>
+            </NODE>
+            <NODE name="aggregatorGraph" type="SubmitHadoopJob">
+                <DESCRIPTION>create the AGGREGATOR graph</DESCRIPTION>
+                <PARAMETERS>
+                    <PARAM managedBy="system" name="hadoopJob" required="true" type="string">executeOozieJob</PARAM>
+                    <PARAM managedBy="system" name="cluster" required="true" type="string">IIS</PARAM>
+                    <PARAM managedBy="system" name="envParams" required="true" type="string">
+                        {
+                        'graphOutputPath' : 'aggregatorGraphPath'
+                        }
+                    </PARAM>
+                    <PARAM managedBy="system" name="params" required="true" type="string">
+                        {
+                        'oozie.wf.application.path' : '/lib/dnet/oa/graph/raw_all/oozie_app',
+                        'mongoURL' : 'mongodb://beta.services.openaire.eu',
+                        'mongoDb' : 'mdstore',
+                        'postgresURL' : 'jdbc:postgresql://beta.services.openaire.eu:5432/dnet_openaireplus',
+                        'postgresUser' : 'dnet',
+                        'postgresPassword' : '*****',
+                        'reuseContent' : 'false',
+                        'contentPath' : '/tmp/beta_provision/aggregator',
+                        'workingDir' : '/tmp/beta_provision/working_dir/aggregator'
+                        }
+                    </PARAM>
+                    <PARAM managedBy="system" name="oozieReportActionsCsv" required="true" type="string">build-report</PARAM>
+                </PARAMETERS>
+                <ARCS>
+                    <ARC to="promoteActionsRaw"/>
+                </ARCS>
+            </NODE>
+            <NODE name="promoteActionsRaw" type="SubmitHadoopJob">
+                <DESCRIPTION>create the RAW graph</DESCRIPTION>
+                <PARAMETERS>
+                    <PARAM managedBy="system" name="hadoopJob" required="true" type="string">executeOozieJob</PARAM>
+                    <PARAM managedBy="system" name="cluster" required="true" type="string">IIS</PARAM>
+                    <PARAM managedBy="system" name="envParams" required="true" type="string">
+                        {
+                        'inputActionSetIds' : 'actionSetIdsRawGraph',
+                        'inputGraphRootPath' : 'aggregatorGraphPath',
+                        'outputGraphRootPath' : 'rawGraphPath',
+                        'isLookupUrl' : 'isLookUpUrl'
+                        }
+                    </PARAM>
+                    <PARAM managedBy="system" name="params" required="true" type="string">
+                        {
+                        'oozie.wf.application.path' : '/lib/dnet/actionmanager/wf/main/oozie_app',
+                        'activePromoteDatasetActionPayload' : 'true',
+                        'activePromoteDatasourceActionPayload' : 'true',
+                        'activePromoteOrganizationActionPayload' : 'true',
+                        'activePromoteOtherResearchProductActionPayload' : 'true',
+                        'activePromoteProjectActionPayload' : 'true',
+                        'activePromotePublicationActionPayload' : 'true',
+                        'activePromoteRelationActionPayload' : 'true',
+                        'activePromoteResultActionPayload' : 'true',
+                        'activePromoteSoftwareActionPayload' : 'true',
+                        'mergeAndGetStrategy' : 'MERGE_FROM_AND_GET',
+                        'workingDir' : '/tmp/beta_provision/working_dir/promoteActionsRaw'
+                        }
+                    </PARAM>
+                    <PARAM managedBy="system" name="oozieReportActionsCsv" required="true" type="string">build-report</PARAM>
+                </PARAMETERS>
+                <ARCS>
+                    <ARC to="duplicateScan"/>
+                </ARCS>
+            </NODE>
+            <NODE name="duplicateScan" type="SubmitHadoopJob">
+                <DESCRIPTION>search for duplicates in the raw graph</DESCRIPTION>
+                <PARAMETERS>
+                    <PARAM managedBy="system" name="hadoopJob" required="true" type="string">executeOozieJob</PARAM>
+                    <PARAM managedBy="system" name="cluster" required="true" type="string">IIS</PARAM>
+                    <PARAM managedBy="system" name="envParams" required="true" type="string">
+                        {
+                        'actionSetId' : 'dedupConfig',
+                        'graphBasePath' : 'rawGraphPath',
+                        'dedupGraphPath': 'dedupGraphPath',
+                        'isLookUpUrl' : 'isLookUpUrl'
+                        }
+                    </PARAM>
+                    <PARAM managedBy="system" name="params" required="true" type="string">
+                        {
+                        'oozie.wf.application.path' : '/lib/dnet/oa/dedup/scan/oozie_app',
+                        'workingPath' : '/tmp/beta_provision/working_dir/dedup'
+                        }
+                    </PARAM>
+                    <PARAM managedBy="system" name="oozieReportActionsCsv" required="true" type="string">build-report</PARAM>
+                </PARAMETERS>
+                <ARCS>
+                    <ARC to="promoteActionsIIS"/>
+                </ARCS>
+            </NODE>
+            <NODE name="promoteActionsIIS" type="SubmitHadoopJob">
+                <DESCRIPTION>create the INFERRED graph</DESCRIPTION>
+                <PARAMETERS>
+                    <PARAM managedBy="system" name="hadoopJob" required="true" type="string">executeOozieJob</PARAM>
+                    <PARAM managedBy="system" name="cluster" required="true" type="string">IIS</PARAM>
+                    <PARAM managedBy="system" name="envParams" required="true" type="string">
+                        {
+                        'inputActionSetIds' : 'actionSetIdsIISGraph',
+                        'inputGraphRootPath' : 'dedupGraphPath',
+                        'outputGraphRootPath' : 'inferredGraphPath',
+                        'isLookupUrl' : 'isLookUpUrl'
+                        }
+                    </PARAM>
+                    <PARAM managedBy="system" name="params" required="true" type="string">
+                        {
+                        'oozie.wf.application.path' : '/lib/dnet/actionmanager/wf/main/oozie_app',
+                        'activePromoteDatasetActionPayload' : 'true',
+                        'activePromoteDatasourceActionPayload' : 'true',
+                        'activePromoteOrganizationActionPayload' : 'true',
+                        'activePromoteOtherResearchProductActionPayload' : 'true',
+                        'activePromoteProjectActionPayload' : 'true',
+                        'activePromotePublicationActionPayload' : 'true',
+                        'activePromoteRelationActionPayload' : 'true',
+                        'activePromoteResultActionPayload' : 'true',
+                        'activePromoteSoftwareActionPayload' : 'true',
+                        'mergeAndGetStrategy' : 'MERGE_FROM_AND_GET',
+                        'workingDir' : '/tmp/beta_provision/working_dir/promoteActionsIIS'
+                        }
+                    </PARAM>
+                    <PARAM managedBy="system" name="oozieReportActionsCsv" required="true" type="string">build-report</PARAM>
+                </PARAMETERS>
+                <ARCS>
+                    <ARC to="dedupConsistency"/>
+                </ARCS>
+            </NODE>
+            <NODE name="dedupConsistency" type="SubmitHadoopJob">
+                <DESCRIPTION>mark duplicates as deleted and redistribute the relationships</DESCRIPTION>
+                <PARAMETERS>
+                    <PARAM managedBy="system" name="hadoopJob" required="true" type="string">executeOozieJob</PARAM>
+                    <PARAM managedBy="system" name="cluster" required="true" type="string">IIS</PARAM>
+                    <PARAM managedBy="system" name="envParams" required="true" type="string">
+                        {
+                        'graphBasePath' : 'inferredGraphPath',
+                        'dedupGraphPath': 'consistentGraphPath'
+                        }
+                    </PARAM>
+                    <PARAM managedBy="system" name="params" required="true" type="string">
+                        {
+                        'oozie.wf.application.path' : '/lib/dnet/oa/dedup/consistency/oozie_app',
+                        'workingPath' : '/tmp/beta_provision/working_dir/dedup'
+                        }
+                    </PARAM>
+                    <PARAM managedBy="system" name="oozieReportActionsCsv" required="true" type="string">build-report</PARAM>
+                </PARAMETERS>
+                <ARCS>
+                    <ARC to="orcidPropagation"/>
+                </ARCS>
+            </NODE>
+
+            <NODE name="orcidPropagation" type="SubmitHadoopJob">
+                <DESCRIPTION>propagates ORCID among results linked by allowedsemrels semantic relationships</DESCRIPTION>
+                <PARAMETERS>
+                    <PARAM managedBy="system" name="hadoopJob" required="true" type="string">executeOozieJob</PARAM>
+                    <PARAM managedBy="system" name="cluster" required="true" type="string">IIS</PARAM>
+                    <PARAM managedBy="system" name="envParams" required="true" type="string">
+                        {
+                        'sourcePath' : 'consistentGraphPath',
+                        'outputPath': 'orcidGraphPath'
+                        }
+                    </PARAM>
+                    <PARAM managedBy="system" name="params" required="true" type="string">
+                        {
+                        'oozie.wf.application.path' : '/lib/dnet/oa/enrichment/orcidtoresultfromsemrel/oozie_app',
+                        'workingDir' : '/tmp/beta_provision/working_dir/orcid',
+                        'allowedsemrels' : 'isSupplementedBy;isSupplementTo',
+                        'saveGraph' : 'true'
+                        }
+                    </PARAM>
+                    <PARAM managedBy="system" name="oozieReportActionsCsv" required="true" type="string">build-report</PARAM>
+                </PARAMETERS>
+                <ARCS>
+                    <ARC to="bulkTagging"/>
+                </ARCS>
+            </NODE>
+
+            <NODE name="bulkTagging" type="SubmitHadoopJob">
+                <DESCRIPTION>mark results respecting some rules as belonging to communities</DESCRIPTION>
+                <PARAMETERS>
+                    <PARAM managedBy="system" name="hadoopJob" required="true" type="string">executeOozieJob</PARAM>
+                    <PARAM managedBy="system" name="cluster" required="true" type="string">IIS</PARAM>
+                    <PARAM managedBy="system" name="envParams" required="true" type="string">
+                        {
+                        'sourcePath' : 'orcidGraphPath',
+                        'outputPath': 'bulkTaggingGraphPath',
+                        'isLookUpUrl' : 'isLookUpUrl',
+                        'pathMap' : 'bulkTaggingPathMap',
+                        }
+                    </PARAM>
+                    <PARAM managedBy="system" name="params" required="true" type="string">
+                        {
+                        'oozie.wf.application.path' : '/lib/dnet/oa/enrichment/bulktag/oozie_app',
+                        'workingDir' : '/tmp/beta_provision/working_dir/bulktag'
+                        }
+                    </PARAM>
+                    <PARAM managedBy="system" name="oozieReportActionsCsv" required="true" type="string">build-report</PARAM>
+                </PARAMETERS>
+                <ARCS>
+                    <ARC to="affiliationPropagation"/>
+                </ARCS>
+            </NODE>
+
+            <NODE name="affiliationPropagation" type="SubmitHadoopJob">
+                <DESCRIPTION>creates relashionships between results and organizations when the organizations are associated to institutional repositories</DESCRIPTION>
+                <PARAMETERS>
+                    <PARAM managedBy="system" name="hadoopJob" required="true" type="string">executeOozieJob</PARAM>
+                    <PARAM managedBy="system" name="cluster" required="true" type="string">IIS</PARAM>
+                    <PARAM managedBy="system" name="envParams" required="true" type="string">
+                        {
+                        'sourcePath' : 'bulkTaggingGraphPath',
+                        'outputPath': 'affiliationGraphPath',
+                        'saveGraph' : 'true'
+                        }
+                    </PARAM>
+                    <PARAM managedBy="system" name="params" required="true" type="string">
+                        {
+                        'oozie.wf.application.path' : '/lib/dnet/oa/enrichment/affiliation/oozie_app',
+                        'workingDir' : '/tmp/beta_provision/working_dir/affiliation'
+                        }
+                    </PARAM>
+                    <PARAM managedBy="system" name="oozieReportActionsCsv" required="true" type="string">build-report</PARAM>
+                </PARAMETERS>
+                <ARCS>
+                    <ARC to="communityOrganizationPropagation"/>
+                </ARCS>
+            </NODE>
+
+            <NODE name="communityOrganizationPropagation" type="SubmitHadoopJob">
+                <DESCRIPTION>marks as belonging to communities the result collected from datasources related to the organizations specified in the organizationCommunityMap</DESCRIPTION>
+                <PARAMETERS>
+                    <PARAM managedBy="system" name="hadoopJob" required="true" type="string">executeOozieJob</PARAM>
+                    <PARAM managedBy="system" name="cluster" required="true" type="string">IIS</PARAM>
+                    <PARAM managedBy="system" name="envParams" required="true" type="string">
+                        {
+                        'sourcePath' : 'affiliationGraphPath',
+                        'outputPath': 'communityOrganizationGraphPath',
+                        'organizationtoresultcommunitymap': 'propagationOrganizationCommunityMap'
+                        }
+                    </PARAM>
+                    <PARAM managedBy="system" name="params" required="true" type="string">
+                        {
+                        'oozie.wf.application.path' : '/lib/dnet/oa/enrichment/community_organization/oozie_app',
+                        'workingDir' : '/tmp/beta_provision/working_dir/community_organization',
+                        'saveGraph' : 'true'
+                        }
+                    </PARAM>
+                    <PARAM managedBy="system" name="oozieReportActionsCsv" required="true" type="string">build-report</PARAM>
+                </PARAMETERS>
+                <ARCS>
+                    <ARC to="resultProjectPropagation"/>
+                </ARCS>
+            </NODE>
+
+            <NODE name="resultProjectPropagation" type="SubmitHadoopJob">
+                <DESCRIPTION>created relation between projects and results linked to other results trough allowedsemrel semantic relations linked to projects</DESCRIPTION>
+                <PARAMETERS>
+                    <PARAM managedBy="system" name="hadoopJob" required="true" type="string">executeOozieJob</PARAM>
+                    <PARAM managedBy="system" name="cluster" required="true" type="string">IIS</PARAM>
+                    <PARAM managedBy="system" name="envParams" required="true" type="string">
+                        {
+                        'sourcePath' : 'communityOrganizationGraphPath',
+                        'outputPath': 'fundingGraphPath'
+                        }
+                    </PARAM>
+                    <PARAM managedBy="system" name="params" required="true" type="string">
+                        {
+                        'oozie.wf.application.path' : '/lib/dnet/oa/enrichment/funding/oozie_app',
+                        'workingDir' : '/tmp/beta_provision/working_dir/funding',
+                        'allowedsemrels' : 'isSupplementedBy;isSupplementTo',
+                        'saveGraph' : 'true'
+                        }
+                    </PARAM>
+                    <PARAM managedBy="system" name="oozieReportActionsCsv" required="true" type="string">build-report</PARAM>
+                </PARAMETERS>
+                <ARCS>
+                    <ARC to="communitySemrelPropagation"/>
+                </ARCS>
+            </NODE>
+
+            <NODE name="communitySemrelPropagation" type="SubmitHadoopJob">
+                <DESCRIPTION>tag as belonging to communitites result in in allowedsemrels relation with other result already linked to communities </DESCRIPTION>
+                <PARAMETERS>
+                    <PARAM managedBy="system" name="hadoopJob" required="true" type="string">executeOozieJob</PARAM>
+                    <PARAM managedBy="system" name="cluster" required="true" type="string">IIS</PARAM>
+                    <PARAM managedBy="system" name="envParams" required="true" type="string">
+                        {
+                        'sourcePath' : 'fundingGraphPath',
+                        'outputPath': 'communitySemRelGraphPath',
+                        'isLookupUrl' : 'isLookUpUrl'
+                        }
+                    </PARAM>
+                    <PARAM managedBy="system" name="params" required="true" type="string">
+                        {
+                        'oozie.wf.application.path' : '/lib/dnet/oa/enrichment/community_semrel/oozie_app',
+                        'workingDir' : '/tmp/beta_provision/working_dir/community_semrel',
+                        'allowedsemrels' : 'isSupplementedBy;isSupplementTo'
+                        }
+                    </PARAM>
+                    <PARAM managedBy="system" name="oozieReportActionsCsv" required="true" type="string">build-report</PARAM>
+                </PARAMETERS>
+                <ARCS>
+                    <ARC to="countryPropagation"/>
+                </ARCS>
+            </NODE>
+
+            <NODE name="countryPropagation" type="SubmitHadoopJob">
+                <DESCRIPTION>associated to results colleced from allowedtypes and those in the whithelist the country of the organization(s) handling the datasource it is collected from </DESCRIPTION>
+                <PARAMETERS>
+                    <PARAM managedBy="system" name="hadoopJob" required="true" type="string">executeOozieJob</PARAM>
+                    <PARAM managedBy="system" name="cluster" required="true" type="string">IIS</PARAM>
+                    <PARAM managedBy="system" name="envParams" required="true" type="string">
+                        {
+                        'sourcePath' : 'communitySemRelGraphPath',
+                        'outputPath': 'countryGraphPath'
+                        }
+                    </PARAM>
+                    <PARAM managedBy="system" name="params" required="true" type="string">
+                        {
+                        'oozie.wf.application.path' : '/lib/dnet/oa/enrichment/country/oozie_app',
+                        'workingDir' : '/tmp/beta_provision/working_dir/country',
+                        'allowedtypes' : 'pubsrepository::institutional',
+                        'whitelist' : '10|opendoar____::300891a62162b960cf02ce3827bb363c',
+                        'saveGraph' : 'true'
+                        }
+                    </PARAM>
+                    <PARAM managedBy="system" name="oozieReportActionsCsv" required="true" type="string">build-report</PARAM>
+                </PARAMETERS>
+                <ARCS>
+                    <ARC to="success"/>
+                </ARCS>
+            </NODE>
+        </CONFIGURATION>
+        <STATUS>
+            <LAST_EXECUTION_ID>wf_20200428_155848_495</LAST_EXECUTION_ID>
+            <LAST_EXECUTION_DATE>2020-04-28T16:53:23+00:00</LAST_EXECUTION_DATE>
+            <LAST_EXECUTION_STATUS>FAILURE</LAST_EXECUTION_STATUS>
+            <LAST_EXECUTION_ERROR></LAST_EXECUTION_ERROR>
+        </STATUS>
+    </BODY>
+</RESOURCE_PROFILE>
\ No newline at end of file
diff --git a/dhp-workflows/pom.xml b/dhp-workflows/pom.xml
index 889d8af640..fae8a68563 100644
--- a/dhp-workflows/pom.xml
+++ b/dhp-workflows/pom.xml
@@ -14,14 +14,16 @@
     <packaging>pom</packaging>
 
     <modules>
+        <module>dhp-worfklow-profiles</module>
         <module>dhp-aggregation</module>
         <module>dhp-distcp</module>
+        <module>dhp-actionmanager</module>
         <module>dhp-graph-mapper</module>
         <module>dhp-dedup-openaire</module>
         <module>dhp-graph-provision</module>
         <module>dhp-dedup-scholexplorer</module>
         <module>dhp-graph-provision-scholexplorer</module>
-        <module>dhp-actionmanager</module>
+        <module>dhp-stats-update</module>
         <module>dhp-doiboost</module>
     </modules>
 
diff --git a/pom.xml b/pom.xml
index 25e84a4243..bb48c04a1e 100644
--- a/pom.xml
+++ b/pom.xml
@@ -313,7 +313,7 @@
 			<dependency>
 				<groupId>eu.dnetlib</groupId>
 				<artifactId>dnet-pace-core</artifactId>
-				<version>4.0.0</version>
+				<version>4.0.1</version>
 			</dependency>
 			<dependency>
 				<groupId>eu.dnetlib</groupId>
@@ -461,42 +461,53 @@
 				</plugin>
 
 				<plugin>
-					<groupId>org.codehaus.mojo</groupId>
-					<artifactId>build-helper-maven-plugin</artifactId>
-					<version>1.12</version>
+					<groupId>net.revelc.code.formatter</groupId>
+					<artifactId>formatter-maven-plugin</artifactId>
+					<version>2.11.0</version>
+					<dependencies>
+						<dependency>
+							<groupId>eu.dnetlib.dhp</groupId>
+							<artifactId>dhp-code-style</artifactId>
+							<version>${project.version}</version>
+						</dependency>
+					</dependencies>
 				</plugin>
 			</plugins>
 		</pluginManagement>
 		<plugins>
 			<plugin>
-				<groupId>com.cosium.code</groupId>
-				<artifactId>git-code-format-maven-plugin</artifactId>
-				<version>${git-code-format-maven-plugin.version}</version>
+				<groupId>net.revelc.code.formatter</groupId>
+				<artifactId>formatter-maven-plugin</artifactId>
 				<executions>
-					<!-- On commit, format the modified java files -->
 					<execution>
-						<id>install-formatter-hook</id>
 						<goals>
-							<goal>install-hooks</goal>
+							<goal>format</goal>
 						</goals>
+						<configuration>
+							<configFile>eclipse/formatter_dnet.xml</configFile>
+						</configuration>
 					</execution>
-					<!-- On Maven verify phase, fail if any file
-                    (including unmodified) is badly formatted -->
+				</executions>
+			</plugin>
+			<plugin>
+				<groupId>net.revelc.code</groupId>
+				<artifactId>impsort-maven-plugin</artifactId>
+				<version>1.4.1</version>
+				<configuration>
+					<groups>java.,javax.,org.,com.</groups>
+					<staticGroups>java,*</staticGroups>
+					<excludes>
+						<exclude>**/thrift/*.java</exclude>
+					</excludes>
+				</configuration>
+				<executions>
 					<execution>
-						<id>validate-code-format</id>
+						<id>sort-imports</id>
 						<goals>
-							<goal>validate-code-format</goal>
+							<goal>sort</goal>
 						</goals>
 					</execution>
 				</executions>
-				<configuration>
-					<googleJavaFormatOptions>
-						<aosp>true</aosp>
-						<fixImportsOnly>false</fixImportsOnly>
-						<skipSortingImports>false</skipSortingImports>
-						<skipRemovingUnusedImports>false</skipRemovingUnusedImports>
-					</googleJavaFormatOptions>
-				</configuration>
 			</plugin>
 			<plugin>
 				<groupId>org.apache.maven.plugins</groupId>
@@ -571,7 +582,6 @@
 		<project.reporting.outputEncoding>UTF-8</project.reporting.outputEncoding>
 		<maven.compiler.plugin.version>3.6.0</maven.compiler.plugin.version>
 		<maven.failsave.plugin.version>2.22.2</maven.failsave.plugin.version>
-		<git-code-format-maven-plugin.version>2.4</git-code-format-maven-plugin.version>
 		<dhp.cdh.version>cdh5.9.2</dhp.cdh.version>
 		<dhp.hadoop.version>2.6.0-${dhp.cdh.version}</dhp.hadoop.version>
 		<dhp.oozie.version>4.1.0-${dhp.cdh.version}</dhp.oozie.version>