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 80b8000173..57dca7bb15 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
@@ -9,6 +9,7 @@ import java.util.Optional;
 import java.util.stream.Collectors;
 
 import org.apache.commons.io.IOUtils;
+import org.apache.commons.lang3.StringUtils;
 import org.apache.spark.SparkConf;
 import org.apache.spark.api.java.function.MapFunction;
 import org.apache.spark.sql.Dataset;
@@ -115,11 +116,21 @@ public class CreateRelatedEntitiesJob_phase1 {
 				Encoders.tuple(Encoders.STRING(), Encoders.kryo(Relation.class)))
 			.cache();
 
-		Dataset<Tuple2<String, RelatedEntity>> entities = readPathEntity(spark, inputEntityPath, clazz)
+		final String relatedEntityPath = outputPath + "_relatedEntity";
+		readPathEntity(spark, inputEntityPath, clazz)
 			.filter("dataInfo.invisible == false")
 			.map(
 				(MapFunction<E, RelatedEntity>) value -> asRelatedEntity(value, clazz),
 				Encoders.kryo(RelatedEntity.class))
+			.repartition(5000)
+			.write()
+			.mode(SaveMode.Overwrite)
+			.parquet(relatedEntityPath);
+
+		Dataset<Tuple2<String, RelatedEntity>> entities = spark
+			.read()
+			.load(relatedEntityPath)
+			.as(Encoders.kryo(RelatedEntity.class))
 			.map(
 				(MapFunction<RelatedEntity, Tuple2<String, RelatedEntity>>) e -> new Tuple2<>(e.getId(), e),
 				Encoders.tuple(Encoders.STRING(), Encoders.kryo(RelatedEntity.class)))
@@ -165,13 +176,21 @@ public class CreateRelatedEntitiesJob_phase1 {
 				Result result = (Result) entity;
 
 				if (result.getTitle() != null && !result.getTitle().isEmpty()) {
-					re.setTitle(result.getTitle().stream().findFirst().get());
+					final StructuredProperty title = result.getTitle().stream().findFirst().get();
+					title.setValue(StringUtils.left(title.getValue(), ProvisionConstants.MAX_TITLE_LENGTH));
+					re.setTitle(title);
 				}
 
 				re.setDateofacceptance(getValue(result.getDateofacceptance()));
 				re.setPublisher(getValue(result.getPublisher()));
 				re.setResulttype(result.getResulttype());
-				re.setInstances(result.getInstance());
+				re
+					.setInstances(
+						result
+							.getInstance()
+							.stream()
+							.limit(ProvisionConstants.MAX_INSTANCES)
+							.collect(Collectors.toList()));
 
 				// TODO still to be mapped
 				// re.setCodeRepositoryUrl(j.read("$.coderepositoryurl"));
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 bfcc648a35..7e175121e5 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
@@ -61,12 +61,6 @@ public class CreateRelatedEntitiesJob_phase2 {
 
 	private static final ObjectMapper OBJECT_MAPPER = new ObjectMapper();
 
-	private static final int MAX_EXTERNAL_ENTITIES = 50;
-	private static final int MAX_AUTHORS = 200;
-	private static final int MAX_AUTHOR_FULLNAME_LENGTH = 1000;
-	private static final int MAX_TITLE_LENGTH = 5000;
-	private static final int MAX_ABSTRACT_LENGTH = 100000;
-
 	public static void main(String[] args) throws Exception {
 
 		String jsonConfiguration = IOUtils
@@ -246,15 +240,15 @@ public class CreateRelatedEntitiesJob_phase2 {
 				List<ExternalReference> refs = r
 					.getExternalReference()
 					.stream()
-					.limit(MAX_EXTERNAL_ENTITIES)
+					.limit(ProvisionConstants.MAX_EXTERNAL_ENTITIES)
 					.collect(Collectors.toList());
 				r.setExternalReference(refs);
 			}
 			if (r.getAuthor() != null) {
 				List<Author> authors = Lists.newArrayList();
 				for (Author a : r.getAuthor()) {
-					a.setFullname(StringUtils.left(a.getFullname(), MAX_AUTHOR_FULLNAME_LENGTH));
-					if (authors.size() < MAX_AUTHORS || hasORCID(a)) {
+					a.setFullname(StringUtils.left(a.getFullname(), ProvisionConstants.MAX_AUTHOR_FULLNAME_LENGTH));
+					if (authors.size() < ProvisionConstants.MAX_AUTHORS || hasORCID(a)) {
 						authors.add(a);
 					}
 				}
@@ -266,7 +260,7 @@ public class CreateRelatedEntitiesJob_phase2 {
 					.stream()
 					.filter(Objects::nonNull)
 					.map(d -> {
-						d.setValue(StringUtils.left(d.getValue(), MAX_ABSTRACT_LENGTH));
+						d.setValue(StringUtils.left(d.getValue(), ProvisionConstants.MAX_ABSTRACT_LENGTH));
 						return d;
 					})
 					.collect(Collectors.toList());
@@ -278,9 +272,10 @@ public class CreateRelatedEntitiesJob_phase2 {
 					.stream()
 					.filter(Objects::nonNull)
 					.map(t -> {
-						t.setValue(StringUtils.left(t.getValue(), MAX_TITLE_LENGTH));
+						t.setValue(StringUtils.left(t.getValue(), ProvisionConstants.MAX_TITLE_LENGTH));
 						return t;
 					})
+					.limit(ProvisionConstants.MAX_TITLES)
 					.collect(Collectors.toList());
 				r.setTitle(titles);
 			}
diff --git a/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/ProvisionConstants.java b/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/ProvisionConstants.java
new file mode 100644
index 0000000000..9bc3706cdd
--- /dev/null
+++ b/dhp-workflows/dhp-graph-provision/src/main/java/eu/dnetlib/dhp/oa/provision/ProvisionConstants.java
@@ -0,0 +1,14 @@
+
+package eu.dnetlib.dhp.oa.provision;
+
+public class ProvisionConstants {
+
+	public static final int MAX_EXTERNAL_ENTITIES = 50;
+	public static final int MAX_AUTHORS = 200;
+	public static final int MAX_AUTHOR_FULLNAME_LENGTH = 1000;
+	public static final int MAX_TITLE_LENGTH = 5000;
+	public static final int MAX_TITLES = 10;
+	public static final int MAX_ABSTRACT_LENGTH = 100000;
+	public static final int MAX_INSTANCES = 10;
+
+}