FoS and SDG classification pages moved under the indicators ingestion section. Expanded SDG page with some details about the taxonomy

Reviewed-on: #80

docs/apis/graph-api/getting-a-single-entity.md

@@ -0,0 +1,50 @@
+# Getting a single entity
+
+This is a guide on how to retrieve detailed information on a single entity using the OpenAIRE Graph API.
+
+## Endpoints
+Currently, the Graph API supports the following entity types:
+
+- Research products - endpoint: `GET /researchProducts/{id}`
+- Organizations - endpoint: `GET /organizations/{id}`
+- Data sources - endpoint: `GET /dataSources/{id}`
+- Projects - endpoint: `GET /projects/{id}`
+
+You can retrieve the data of a single entity by providing the entity's OpenAIRE identifier (id) in the corresponding endpoint.
+The OpenAIRE id is the primary key of an entity in the OpenAIRE Graph.
+
+:::note
+Note that if you want to retrieve multiple entities based on their OpenAIRE ids, you can use the [search endpoints and filter](./searching-entities/filtering-search-results.md#or-operator) by the `id` field using `OR`. 
+:::
+
+## Response
+The response of the Graph API is a [Research product](../../data-model/entities/research-product.md), [Organization](../../data-model/entities/organization.md), [Data Source](../../data-model/entities/data-source.md), or [Project](../../data-model/entities/project.md), depending on the endpoint used.
+
+## Example
+
+In order to retrieve the research product with OpenAIRE id: `doi_dedup___::2b3cb7130c506d1c3a05e9160b2c4108`, 
+you have to perform the following API call:
+
+[https://api-beta.openaire.eu/graph/researchProducts/doi_dedup___::a55b42c0d32a4a24cf99e621623d110e](https://api-beta.openaire.eu/graph/researchProducts/doi_dedup___::a55b42c0d32a4a24cf99e621623d110e)
+
+This will return all the data of the research product with the provided identifier:
+
+```json
+{
+  id: "doi_dedup___::a55b42c0d32a4a24cf99e621623d110e",
+  mainTitle: "OpenAIRE Graph Dataset",
+  description: [
+    "The OpenAIRE Graph is exported as several dataseta, so you can download the parts you are interested into. <strong>publication_[part].tar</strong>: metadata records about research literature (includes types of publications listed here)<br> <strong>dataset_[part].tar</strong>: metadata records about research data (includes the subtypes listed here) <br> <strong>software.tar</strong>: metadata records about research software (includes the subtypes listed here)<br> <strong>otherresearchproduct_[part].tar</strong>: metadata records about research products that cannot be classified as research literature, data or software (includes types of products listed here)<br> <strong>organization.tar</strong>: metadata records about organizations involved in the research life-cycle, such as universities, research organizations, funders.<br> <strong>datasource.tar</strong>: metadata records about data sources whose content is available in the OpenAIRE Graph. They include institutional and thematic repositories, journals, aggregators, funders' databases.<br> <strong>project.tar</strong>: metadata records about project grants.<br> <strong>relation_[part].tar</strong>: metadata records about relations between entities in the graph.<br> <strong>communities_infrastructures.tar</strong>: metadata records about research communities and research infrastructures Each file is a tar archive containing gz files, each with one json per line. Each json is compliant to the schema available at http://doi.org/10.5281/zenodo.8238874. The documentation for the model is available at https://graph.openaire.eu/docs/data-model/ Learn more about the OpenAIRE Graph at https://graph.openaire.eu. Discover the graph's content on OpenAIRE EXPLORE and our API for developers."
+  ],
+  type: "dataset",
+  publicationDate: "2023-08-08",
+  publisher: "Zenodo",
+  id: [
+    {
+      scheme: "Digital Object Identifier",
+      value: "10.5281/zenodo.8217359"
+    }
+  ],
+  // for brevity, the rest of the fields are omitted
+}
+```

docs/apis/graph-api/graph-api.md

@@ -0,0 +1,32 @@
+# Graph API <span class="theme-doc-version-badge badge badge--secondary">beta</span>
+
+
+The OpenAIRE Graph API provides a comprehensive way for developers to explore the [OpenAIRE Graph](https://graph.openaire.eu/), a vast interconnected dataset that aggregates metadata from a wide range of scholarly resources. 
+The Graph API offers endpoints for accessing and querying this interconnected dataset, enabling users to retrieve detailed information on research products, data sources, organizations, and projects. 
+
+## Base URL and Swagger documentation
+
+The base URL of the Graph API is:
+```
+https://api-beta.openaire.eu/graph/
+```
+
+You can access the API Swagger documentation in [https://api-beta.openaire.eu/graph/swagger-ui/index.html#/](https://api-beta.openaire.eu/graph/swagger-ui/index.html#/).
+
+## Notes
+Please note that the Graph API: 
+
+- is intended for data discovery and exploration, hence you are now allowed to navigate the full result set: you are limited to the first 10,000 results of a search query. If you are interested to access the whole graph, we encourage you to download the [OpenAIRE full Graph dataset](../../downloads/full-graph.md).
+
+- adhers to the [terms of use](../terms.md) of the OpenAIRE public APIs - certain (rate limit) restrictions apply.
+
+## Learn more
+
+Please use the following links to learn more about the Graph API:
+
+- [Getting a single entity](./getting-a-single-entity.md) - Retrieve detailed information on a single entity.
+- [Searching entities](./searching-entities/searching-entities.md) - Retrieve a list of entities based on specific search criteria.
+    - [Filtering results](./searching-entities/filtering-search-results.md) - Filter search results based on specific criteria.
+    - [Sorting results](./searching-entities/sorting-and-paging.md#sorting) - Sort search results based on specific criteria.
+    - [Paging](./searching-entities/sorting-and-paging.md#paging) - Retrieve a subset of search results. 
+- [Making requests](./making-requests.md) - Learn how to make requests with different programming languages.

docs/apis/graph-api/making-requests.md

@@ -0,0 +1,41 @@
+# Making requests
+
+This guide provides examples of how to make requests to the OpenAIRE Graph API using different programming languages.
+
+## Using `curl`
+
+```bash
+curl -X GET "https://api-beta.openaire.eu/graph/researchProducts?search=OpenAIRE%20Graph&type=publication&page=1&pageSize=10&sortBy=relevance%20DESC" -H "accept: application/json"
+```
+
+
+## Using Python (with `requests` library)
+
+```python
+import requests
+
+url = "https://api-beta.openaire.eu/graph/researchProducts"
+params = {
+    "search": "OpenAIRE Graph",
+    "type": "publication",
+    "page": 1,
+    "pageSize": 10,
+    "sortBy": "relevance DESC"
+}
+headers = {
+    "accept": "application/json"
+}
+
+response = requests.get(url, headers=headers, params=params)
+
+if response.status_code == 200:
+    data = response.json()
+    print(data)
+else:
+    print(f"Failed to retrieve data: {response.status_code}")
+
+```
+
+:::note
+Note that when using `curl` you should ensure that the URL is properly encoded, especially when using special characters or spaces in the query parameters. On the contrary, the `requests` library in Python takes care of URL encoding automatically.
+:::

docs/apis/graph-api/searching-entities/filtering-search-results.md

@@ -0,0 +1,218 @@
+# Filtering search results
+
+Filters can be used to narrow down the search results based on specific criteria. 
+Filters are provided as query parameters in the request URL (see [here](./searching-entities.md) for the available search entpoints). 
+
+Multiple filters can be provided in a single request; they should be formatted as follows:
+`param1=value1&param2=value2&...&paramN=valueN`.
+
+:::note
+Filters are combined using the logical `AND` operator.
+If a filter is provided multiple times, its values are combined using the logical `OR` operator.
+For more information on how to use logical operators when searching and filtering, see [Using logical operators](#using-logical-operators).
+:::
+
+Examples: 
+
+- Get all research products that contain the word `"covid"`, sorted by popularity in descending order:
+
+  [https://api-beta.openaire.eu/graph/researchProducts?search=covid&sortBy=popularity DESC](https://api-beta.openaire.eu/graph/researchProducts?search=covid&sortBy=popularity%20DESC)
+
+- Get all publications that are published after `2019-01-01`:
+
+  [https://api-beta.openaire.eu/graph/researchProducts?type=publication&fromPublicationDate=2019-01-01](https://api-beta.openaire.eu/graph/researchProducts?type=publication&fromPublicationDate=2019-01-01)
+
+- Get the organization with the ROR id `https://ror.org/0576by029`:
+
+  [https://api-beta.openaire.eu/graph/organizations?pid=https://ror.org/0576by029](https://api-beta.openaire.eu/graph/organizations?pid=https://ror.org/0576by029)
+
+## Available parameters
+
+This section provides an overview of the available parameters for each entity type.
+
+### Research products
+
+The following query parameters are available for research products:
+
+
+| **Parameter**                 | **Description**                                                                                                                                                                                                                                                     |
+|-------------------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
+| **search**                    | Search in the content of the research product.                                                                                                                                    |
+| **mainTitle**                 | Search in the research product's main title.                                                                                                                                          |
+| **description**               | Search in the research product's description.                                                                                                                       |
+| **id**                        | The OpenAIRE id of the research product.                                                                                                                                             |
+| **pid**                       | The persistent identifier of the research product.                                                                                                                               |
+| **originalId**                | The identifier of the record at the original sources.                                                                                                                         |
+| **type**                      | The type of the research product. One of `publication`, `dataset`, `software`, or `other`                                                                                                                                                                             |
+| **fromPublicationDate**       | Gets the research products whose publication date is greater than or equal to the given date. A date formatted as `YYYY-MM-DD`                                                                                                                                          |
+| **toPublicationDate**         | Gets the research products whose publication date is less than or equal to the given date. A date formatted as `YYYY-MM-DD`                                                                                                                                             |
+| **subjects**                  | List of subjects associated to the research product.                                                                                                                            |
+| **countryCode**               | The country code for the country associated with the research product.                                                                                      |
+| **authorFullName**            | The full name of the authors involved in producing this research product.                                                                                 |
+| **authorOrcid**               | The ORCiD of the authors involved in producing this research product.                                                                                         |
+| **publisher**                 | The name of the entity that holds, archives, publishes prints, distributes, releases, issues, or produces the resource.
+| **bestOpenAccessRightLabel**  | The best open access rights among the research product's instances. One of `OPEN SOURCE`, `OPEN`, `EMBARGO`, `RESTRICTED`, `CLOSED`, `UNKNOWN`                                                                                                                         |
+| **influenceClass**            | Citation-based indicator that reflects the overall impact of a research product. Please, choose a class among `C1`, `C2`, `C3`, `C4`, or `C5` for  top 0.01%, top 0.1%, top 1%, top 10%, and average in terms of influence respectively.                                                                                                                                               |
+| **impulseClass**              | Citation-based indicator that reflects the initial momentum of a research product directly after its publication. Please, choose a class among `C1`, `C2`, `C3`, `C4`, or `C5` for  top 0.01%, top 0.1%, top 1%, top 10%, and average in terms of impulse respectively                                                                                           
+| **popularityClass**           | Citation-based indicator that reflects current impact or attention of a research product. Please, choose a class among `C1`, `C2`, `C3`, `C4`, or `C5` for  top 0.01%, top 0.1%, top 1%, top 10%, and average in terms of popularity respectively.                                                                                           
+| **citationCountClass**        | Citation-based indicator that reflects the overall impact of a research product by summing all its citations. Please, choose a class among `C1`, `C2`, `C3`, `C4`, or `C5` for  top 0.01%, top 0.1%, top 1%, top 10%, and average in terms of citation count respectively.                                                                                           
+| **instanceType**  `[Only for publications]`            | Retrieve publications of the given instance type. Check [here](http://api.openaire.eu/vocabularies/dnet:publication_resource) for all possible instance type values.                                                                                                 |
+| **sdg**    `[Only for publications]`                   | Retrieves publications classified with the respective Sustainable Development Goal number. Integer in the range [1, 17]                                                                                                                                                 |
+| **fos**   `[Only for publications]`                    | Retrieves publications classified with a given Field of Science (FOS). A FOS classification identifier (see [here](https://explore.openaire.eu/assets/common-assets/vocabulary/fos.json) for details).                                                                 |
+| **isPeerReviewed**   `[Only for publications]`         | Indicates whether the publications are peerReviewed or not. (Boolean)                                                                                                                                                                                                  |
+| **isInDiamondJournal**  `[Only for publications]`      | Indicates whether the publication was published in a diamond journal or not. (Boolean)                                                                                                                                                                                  |
+| **isPubliclyFunded**    `[Only for publications]`      | Indicates whether the publication was publicly funded or not. (Boolean)                                                                                                                                                                                                 |
+| **isGreen**      `[Only for publications]`             | Indicates whether the publication was published following the green open access model. (Boolean)                                                                                                                                                                        |
+| **openAccessColor** `[Only for publications]`          | Specifies the Open Access color of the publication. One of `bronze`, `gold`, or `hybrid`                                                                                                                                                                              |
+| **relOrganizationId**         | Retrieve research products connected to the organization (with OpenAIRE id).                                                                                                                                                            |
+| **relCommunityId**            | Retrieve research products connected to the community (with OpenAIRE id).                                                                                                                                                                   |
+| **relProjectId**              | Retrieve research products connected to the project (with OpenAIRE id).                                                                                                                                                                       |
+| **relProjectCode**            | Retrieve research products connected to the project with code.                                                                                                                                                                                   |
+| **hasProjectRel**             | Retrieve research products that are connected to a project. (Boolean)                                                                                                                                                                                                   |
+| **relProjectFundingShortName**| Retrieve research products connected to a project that has a funder with the given short name.                                                                                                                                               |
+| **relProjectFundingStreamId** | Retrieve research products connected to a project that has the given funding identifier.                                                                                                                                                    |
+| **relHostingDataSourceId**    | Retrieve research products hosted by the data source (with OpenAIRE id).                                                                                                                                                                  |
+| **relCollectedFromDatasourceId**| Retrieve research products collected from the data source (with OpenAIRE id).                                                                                                                                                          |
+| **debugQuery**                | Retrieve debug information for the search query. (Boolean)                                                                                                                                                                                                              |
+| **page**                      | Page number of the results. (Integer)                                                                                                                                                                                                                                   |
+| **pageSize**                  | Number of results per page. Integer in the range [1, 100]                                                                                                                                                                                                             |
+| **sortBy**                    | The field to set the sorting order of the results. Should be provided in the format `fieldname sortDirection`, where the `sortDirection` can be either `ASC` for ascending order or `DESC` for descending order and `fielaname` is one of `relevance`, `publicationDate`, `dateOfCollection`, `influence`, `popularity`, `citationCount`, `impulse`. Multiple sorting parameters should be comma-separated. |
+
+
+### Organizations
+
+The following query parameters are available for organizations:
+
+| **Parameter**                 | **Description**                                                                                                                                                                                                                                                     |
+|----------------------------|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------|
+|**search**                    | Search in the content of the organization.                                                                                                                                    |
+|**legalName**                   |The legal name of the organization.                                                                                                                                    |
+|**legalShortName**              |The legal name of the organization in short form.                                                                                                                      |
+|**id**                          |The OpenAIRE id of the organization.                                                                                                                                   |
+|**pid**                         |The persistent identifier of the organization.                                                                                                                         |
+|**countryCode**                 |The country code of the organization.                                                                                                                                  |
+|**relCommunityId**              |Retrieve organizations connected to the community (with OpenAIRE id).                                                                                                  |
+|**relCollectedFromDatasourceId**|Retrieve organizations collected from the data source (with OpenAIRE id).                                                                                              |
+|**debugQuery**                  |Retrieve debug information for the search query.                                                                                                                       |
+|**page**                        |Page number of the results.                                                                                                                                            |
+|**pageSize**                    |Number of results per page.                                                                                                                                            |
+|**sortBy**                      |The field to set the sorting order of the results. Should be provided in the format `fieldname sortDirection`, where the `sortDirection` can be either `ASC` for ascending order or `DESC` for descending order - organizations can only be sorted by `relevance`.|
+
+
+### Data sources
+
+The following query parameters are available for data sources:
+
+| **Parameter**                 | **Description**                                                                                                                                                                                                                                                     |
+|----------------------------|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------|
+|**search**                    | Search in the content of the data source.                                                                                                                                    |
+|**officialName**                |The official name of the data source.                                                                                                                                  |
+|**englishName**                 |The English name of the data source.                                                                                                                                   |
+|**legalShortName**              |The legal name of the organization in short form.                                                                                                                      |
+|**id**                          |The OpenAIRE id of the data source.                                                                                                                                    |
+|**pid**                         |The persistent identifier of the data source.                                                                                                                          |
+|**subjects**                    |List of subjects associated to the datasource.                                                                                                                         |
+|**dataSourceTypeName**          |The data source type; see all possible values <a href='https://api.openaire.eu/vocabularies/dnet:datasource_typologies' target='_blank'>here</a> .                     |
+|**contentTypes**                |Types of content in the data source, as defined by OpenDOAR.                                                                                                           |
+|**relOrganizationId**           |Retrieve data sources connected to the organization (with OpenAIRE id).                                                                                                |
+|**relCommunityId**              |Retrieve data sources connected to the community (with OpenAIRE id).                                                                                                   |
+|**relCollectedFromDatasourceId**|Retrieve data sources collected from the data source (with OpenAIRE id).                                                                                               |
+|**debugQuery**                  |Retrieve debug information for the search query.                                                                                                                       |
+|**page**                        |Page number of the results.                                                                                                                                            |
+|**pageSize**                    |Number of results per page.                                                                                                                                            |
+|**sortBy**                      |The field to set the sorting order of the results. Should be provided in the format `fieldname sortDirection`, where the `sortDirection` can be either `ASC` for ascending order or `DESC` for descending order - data sources can only be sorted by `relevance`.|
+
+
+### Projects
+
+The following query parameters are available for projects:
+
+| **Parameter**                 | **Description**                                                                                                                                                                                                                                                     |
+|----------------------------|----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
+|**search**                    | Search in the content of the projects.                                                                                                                                    |
+|**title**                       |Search in the project's title.                                                                                                                                                                                                          |
+|**keywords**                    |The project's keywords.                                                                                                                                                                                                                 |
+|**id**                          |The OpenAIRE id of the project.                                                                                                                                                                                                         |
+|**code**                        |The grant agreement (GA) code of the project.                                                                                                                                                                                           |
+|**acronym**                     |Project's acronym.                                                                                                                                                                                                                      |
+|**callIdentifier**              |The identifier of the research call.                                                                                                                                                                                                    |
+|**fundingShortName**            |The short name of the funder.                                                                                                                                                                                                           |
+|**fundingStreamId**             |The identifier of the funding stream.                                                                                                                                                                                                   |
+|**fromStartDate**               |Gets the projects with start date greater than or equal to the given date. Please provide a date formatted as `YYYY-MM-DD`.                                                                                                               |
+|**toStartDate**                 |Gets the projects with start date less than or equal to the given date. Please provide a date formatted as `YYYY-MM-DD`.                                                                                                                  |
+|**fromEndDate**                 |Gets the projects with end date greater than or equal to the given date. Please provide a date formatted as `YYYY-MM-DD`.                                                                                                                 |
+|**toEndDate**                   |Gets the projects with end date less than or equal to the given date. Please provide a date formatted as `YYYY-MM-DD`.                                                                                                                    |
+|**relOrganizationName**         |The name or short name of the related organization.                                                                                                                                                                                     |
+|**relOrganizationId**           |The organization identifier of the related organization.                                                                                                                                                                                |
+|**relCommunityId**              |Retrieve projects connected to the community (with OpenAIRE id).                                                                                                                                                                        |
+|**relOrganizationCountryCode**  |The country code of the related organizations.                                                                                                                                                                                          |
+|**relCollectedFromDatasourceId**|Retrieve projects collected from the data source (with OpenAIRE id).                                                                                                                                                                    |
+|**debugQuery**                  |Retrieve debug information for the search query.                                                                                                                                                                                        |
+|**page**                        |Page number of the results.                                                                                                                                                                                                             |
+|**pageSize**                    |Number of results per page.                                                                                                                                                                                                             |
+|**sortBy**                      |The field to set the sorting order of the results. Should be provided in the format `fieldname sortDirection`, where the `sortDirection` can be either `ASC` for ascending order or `DESC` for descending order and `fielaname` is one of `relevance`, `startDate`, `endDate`. Multiple sorting parameters should be comma-separated.|
+
+
+## Using logical operators
+
+The API supports the use of logical operators `AND`, `OR`, and `NOT` to refine your search queries. 
+These operators help you combine or exclude one or more values for a specific filter.
+
+
+### `AND` operator
+
+Use the `AND` operator to retrieve results that include all specified values. This narrows your search. 
+
+Examples:
+
+- Get research products that contain both `"climate"` and `"change"`:
+
+  [https://api-beta.openaire.eu/graph/researchProducts?search=climate AND change](https://api-beta.openaire.eu/graph/researchProducts?search=climate%20AND%20change)
+
+- Get research products that are classified with both Fields of Study (FOS) `"03 medical and health sciences"` and `"0502 economics and business"`:
+
+  [https://api-beta.openaire.eu/graph/researchProducts?fos="03 medical and health sciences" AND "0502 economics and business"](https://api-beta.openaire.eu/graph/researchProducts?fos=%2203%20medical%20and%20health%20sciences%22%20AND%20%220502%20economics%20and%20business%22)
+
+:::note
+Note that when multiple tokens denote a single filter value, you should enclose them in double quotes, as in the FOS example above.
+:::
+### `OR` operator
+
+Use the `OR` operator to retrieve results that include any of the specified terms. This broadens your search.
+The same functionality can be achieved by providing multiple times the same query parameter or using a comma to separate the values.
+
+Examples:
+
+- Get research products with the OpenAIRE ids `doi_dedup___::2b3cb7130c506d1c3a05e9160b2c4108` or  `pmid_dedup__::1591ebf0e0698ed4a99455ff2ba4adc0`:
+
+    [https://api-beta.openaire.eu/graph/researchProducts?id=r3730f562f9e::539da48b3796663b17e6166bb966e5b1 OR pmid_dedup__::1591ebf0e0698ed4a99455ff2ba4adc0](https://api-beta.openaire.eu/graph/researchProducts?id=r3730f562f9e::539da48b3796663b17e6166bb966e5b1%20OR%20pmid_dedup__::1591ebf0e0698ed4a99455ff2ba4adc0)
+
+- Get projects that are connected to organizations in the US or Greece:
+
+    [https://api-beta.openaire.eu/graph/projects?relOrganizationCountryCode=US OR GR](https://api-beta.openaire.eu/graph/projects?relOrganizationCountryCode=US%20OR%20GR)
+
+    or by using the same query parameter multiple times: [https://api-beta.openaire.eu/graph/projects?relOrganizationCountryCode=US&relOrganizationCountryCode=GR](https://api-beta.openaire.eu/graph/projects?relOrganizationCountryCode=US&relOrganizationCountryCode=GR)
+
+    or just using comma: [https://api-beta.openaire.eu/graph/projects?relOrganizationCountryCode=US,GR](https://api-beta.openaire.eu/graph/projects?relOrganizationCountryCode=US,GR)
+
+### `NOT` operator
+
+Use the `NOT` operator to exclude specific terms from your search results. This refines your search by filtering out unwanted results. 
+
+Examples:
+
+- Get research products that contain `"semantic"` but not `"web"`:
+    
+    [https://api-beta.openaire.eu/graph/researchProducts?search=semantic NOT web](https://api-beta.openaire.eu/graph/researchProducts?search=semantic%20NOT%20web)
+
+- Get all data sources that are not journals:
+
+    [https://api-beta.openaire.eu/graph/dataSources?dataSourceTypeName=NOT Journal](https://api-beta.openaire.eu/graph/dataSources?dataSourceTypeName=NOT%20Journal)
+
+
+:::note
+All the above operators can be combined, along with parentheses, and quotes to create more complex queries.
+For example, to get research products that contain the phrase "semantic web" but not "ontology" or "linked data":
+
+[https://api-beta.openaire.eu/graph/researchProducts?search="semantic web" AND NOT (ontology OR "linked data")](https://api-beta.openaire.eu/graph/researchProducts?search=%22semantic%20web%22%20AND%20NOT%20(ontology%20OR%20%22linked%20data%22))
+:::

docs/apis/graph-api/searching-entities/searching-entities.md

@@ -0,0 +1,44 @@
+# Searching entities
+
+This is a guide on how to search for specific entities using the OpenAIRE Graph API.
+
+## Endpoints
+
+Currently, the Graph API supports the following entity types:
+* Research products - endpoint: [`GET /researchProducts`](https://api-beta.openaire.eu/graph/researchProducts)
+* Organizations - endpoint: [`GET /organizations`](https://api-beta.openaire.eu/graph/organizations)
+* Data sources - endpoint: [`GET /dataSources`](https://api-beta.openaire.eu/graph/dataSources)
+* Projects - endpoint: [`GET /projects`](https://api-beta.openaire.eu/graph/projects)
+
+Each of these endpoints can be used to list all entities of the corresponding type.
+Listing such entities can be more useful when using the [filtering](./filtering-search-results.md), 
+[sorting](./sorting-and-paging.md#sorting), and [paging](./sorting-and-paging.md#paging) capabilities of the Graph API.
+
+## Response
+
+The response of the aforementioned endpoints is an object of the following type: 
+
+```json
+{
+    header: {
+        numFound: 36818386,
+        maxScore: 1,
+        queryTime: 21,
+        page: 1,
+        pageSize: 10
+    },
+    results: [
+        ...
+    ]
+}
+
+```
+
+It contains a `header` object with the following fields:
+- `numFound`: the total number of entities found
+- `maxScore`: the maximum relevance score of the search results
+- `queryTime`: the time in milliseconds that the search took
+- `page`: the current page of the search results
+- `pageSize`: the number of entities per page
+
+Finally, the `results` field contains an array of entities of the corresponding type (i.e., [Research product](../../../data-model/entities/research-product.md), [Organization](../../../data-model/entities/organization.md), [Data Source](../../../data-model/entities/data-source.md), or [Project](../../../data-model/entities/project.md)).

docs/apis/graph-api/searching-entities/sorting-and-paging.md

@@ -0,0 +1,46 @@
+# Sorting and paging
+
+The OpenAIRE Graph API allows you to sort and page through the results of your search queries. 
+This enables you to retrieve the most relevant results and manage large result sets more effectively.
+
+## Sorting
+Sorting based on specific fields, helps to retrieve data in the preferred order. 
+Sorting is achieved using the `sortBy` parameter, which specifies the field and the direction (ascending or descending) for sorting.
+
+* `sortBy`: Defines the field and the sort direction. The format should be `fieldname sortDirection`, where the `sortDirection` can be either `ASC` for ascending order or `DESC` for descending order.
+
+The field names that can be used for sorting are specific to each entity type and can be found in the `sortBy` field values of the [available paremeters](../searching-entities/filtering-search-results.md#available-parameters).
+
+Note that the default sorting is based on the `relevance` score of the search results.
+
+Examples:
+
+- Get research products published after `2020-01-01` and sort them by the publication date in descending order:
+
+    [https://api-beta.openaire.eu/graph/researchProducts?fromPublicationDate=2020-01-01&sortBy=publicationDate DESC](https://api-beta.openaire.eu/graph/researchProducts?fromPublicationDate=2020-01-01&sortBy=publicationDate%20DESC)
+
+- Get research products with the keyword `"COVID-19"` and sort them by their (citation-based) popularity:
+
+    [https://api-beta.openaire.eu/graph/researchProducts?search=COVID-19&sortBy=popularity DESC](https://api-beta.openaire.eu/graph/researchProducts?search=COVID-19&sortBy=popularity%20DESC)
+
+Note that you can combine multiple sorting conditions by separating them with a comma.
+
+Example: 
+
+- Get research products with the keyword `"COVID-19"` and sort them by their publication date in ascending order and then by their popularity in descending order:
+
+    [https://api-beta.openaire.eu/graph/researchProducts?search=COVID-19&sortBy=publicationDate ASC,popularity DESC](https://api-beta.openaire.eu/graph/researchProducts?search=COVID-19&sortBy=publicationDate%20ASC,popularity%20DESC)
+
+## Paging 
+
+The OpenAIRE Graph API supports paging through the use of `page` and `pageSize` parameters, enabling you to specify which part of the result set to retrieve and how many results per page.
+
+* `page`: Specifies the page number of the results you want to retrieve. Page numbering starts from 1.
+
+* `pageSize`: Defines the number of results to be returned per page. This helps limit the amount of data returned in a single request, making it easier to process.
+
+Example:
+
+- Get the top 10 most influential research products that contain the phrase "knowledge graphs":
+
+    [https://api-beta.openaire.eu/graph/researchProducts?search="knowledge graphs"&page=1&pageSize=10&sortBy=influence DESC](https://api-beta.openaire.eu/graph/researchProducts?search=%22knowledge%20graphs%22&page=1&pageSize=10&sortBy=influence%20DESC)

docs/apis/home.md

@@ -1,9 +1,10 @@
 # Public APIs
 
 The OpenAIRE Graph data are accessible through various public APIs. More specifically, the following APIs are currently provided:
-* [Search API](./search-api) (an API to search for research results and projects)
+* [Graph API](./graph-api/graph-api.md) - an API to explore the OpenAIRE Graph
-* [ScholeXplorer API](https://api.scholexplorer.openaire.eu/swagger-ui/index.html?urls.primaryName=Scholexplorer%20API%20V2.0) (an API offering dataset-publication & dataset-dataset links)
+* [Search API](./search-api/search-api.md) - an API to search for research products and projects
-* [DSpace & EPrints API](./dspace-eprints-api) (an API to offer custom access to metadata for projects funded by a selection of international funders for DSpace and EPrints platforms)
+* [ScholeXplorer API](https://api.scholexplorer.openaire.eu/swagger-ui/index.html?urls.primaryName=Scholexplorer%20API%20V2.0) - an API offering dataset-publication & dataset-dataset links
-* [Broker API](./broker-api) (an API to enrich metadata for repositories, publishers, and aggregators) 
+* [DSpace & EPrints API](./dspace-eprints-api.md) - an API to offer custom access to metadata for projects funded by a selection of international funders for DSpace and EPrints platforms
+* [Broker API](./broker-api.md) - an API to enrich metadata for repositories, publishers, and aggregators
 
 It is also worth mentioning that, between 2015 and 2023 a LOD API was being provided but the respective service has been discontinued. Old LOD datasets can be found on Zenodo [here](https://zenodo.org/records/4587369). 

docs/apis/search-api/research-products.md

@@ -0,0 +1,98 @@
+# Searching for research products
+
+## Endpoints 
+
+For research products: https://api.openaire.eu/search/researchProducts  
+
+By specific type:
+* publications: https://api.openaire.eu/search/publications 
+* research data: https://api.openaire.eu/search/datasets 
+* research software: https://api.openaire.eu/search/software 
+* other research products: https://api.openaire.eu/search/other 
+
+
+## General parameters
+
+Endpoint: https://api.openaire.eu/search/researchProducts
+
+| Parameter | Option | Description |
+| --- | --- | --- |
+| page | integer | Page number of the search results. |
+| size | integer | Number of results per page. |
+| format | json \| xml \| csv \| tsv | The format of the response. The default is xml. |
+| model | openaire \| sygma | The data model of the response. Default is openaire. Model sygma is a simplified version of the openaire model. For sygma, only the xml format is available. The relative XML schema is available [here](https://www.openaire.eu/schema/sygma/oaf_sygma_v2.1.xsd). |
+| sortBy | `sortBy=field,[ascending\|descending]` <br/>**'field'** can one of: <ul> <li>`dateofcollection`</li><li>`resultstoragedate`</li><li>`resultstoragedate`</li> <li>`resultembargoenddate`</li><li>`resultembargoendyear`</li><li>`resultdateofacceptance`</li> <li>`resultacceptanceyear`</li><li>`influence`</li><li>`popularity`</li> <li>`citationCount`</li><li>`impulse`</li> </ul>Multiple sorting is supported by repeating the `sortBy` parameter. | The sorting order of the specified field. |
+| hasECFunding | true \| false | If hasECFunding is true gets the entities funded by the EC. If hasECFunding is false gets the entities related to projects not funded by the EC. |
+| hasWTFunding | true \| false | If hasWTFunding is true gets the entities funded by Wellcome Trust. The results are the same as those obtained with `funder=wt`. If hasWTFunding is false gets the entities related to projects not funded by Wellcome Trust. |
+| funder | WT \| EC \| ARC \| ANDS \| NSF \| FCT \| NHMRC | Search for entities by funder. |
+| fundingStream | ... | Search for entities by funding stream. |
+| FP7scientificArea | ... | Search for FP7 entities by scientific area. |
+| keywords | White-space separated list of keywords. | This parameter is used to support a keyword search functionality in various fields (e.g., for research products the keywords are used to search in the product’s title, description, authors, etc). Regarding the semantics, when you provide multiple keywords, all keywords should be present, hence the correct interpretation is `kwd1 AND kw2`. |
+| doi | Comma separated list of DOIs.  <br/>Alternatively, it is possible to repeat the parameter for each requested doi. | Gets the research products with the given DOIs, if any. |
+| orcid | Comma separated list of ORCID iDs of authors.  <br/>Alternatively, it is possible to repeat the parameter for each author ORCID iD. | Gets the research products linked to the given ORCID iD of an author, if any. |
+| fromDateAccepted | Date formatted as `YYYY-MM-DD` | Gets the research products whose date of acceptance is greater than or equal the given date. |
+| toDateAccepted | Date formatted as `YYYY-MM-DD` | Gets the research products whose date of acceptance is less than or equal the given date. |
+| title | White-space separated list of keywords. | Gets the research products whose titles contain the given list of keywords. |
+| author | White-space separated list of names and/or surnames. | Search for research products by authors. |
+| OA  | true \| false | If OA is true gets Open Access research products. If OA is false gets the non Open Access research products |
+| projectID | The given grant identifier of the project | Search for research products of the project with the specified projectID |
+| country | 2 letter country code | Search for research products associated to the country code |
+| influence  <br/> | Accepted values:  <br/>`C1` for top 0.01% in terms of influence  <br/>`C2` for top 0.1% in terms of influence  <br/>`C3` for top 1% in terms of influence  <br/>`C4` for top 10% in terms of influence  <br/>`C5` for average/low in terms of influence  <br/>  <br/>Comma separated list of values or repeat of the parameter for each value will form a query with OR semantics, eg. `?influence=C1&influence=C2` | Search for research products based on their influence. |
+| popularity  <br/> | Accepted values:  <br/>`C1` for top 0.01% in terms of popularity  <br/>`C2` for top 0.1% in terms of popularity  <br/>`C3` for top 1% in terms of popularity  <br/>`C4` for top 10% in terms of popularity  <br/>`C5` for average/low in terms of popularity  <br/>  <br/>Comma separated list of values or repeat of the parameter for each value will form a query with OR semantics, eg. `?popularity=C1&popularity=C2` | Search for research products based on their popularity. |
+| impulse  <br/> | Accepted values:  <br/>`C1` for top 0.01% in terms of impulse  <br/>`C2` for top 0.1% in terms of impulse  <br/>`C3` for top 1% in terms of impulse  <br/>`C4` for top 10% in terms of impulse  <br/>`C5` for average/low in terms of impulse  <br/>  <br/>Comma separated list of values or repeat of the parameter for each value will form a query with OR semantics, eg. `?impulse=C1&impulse=C2` | Search for research products based on their impulse. |
+| citationCount  <br/> | Accepted values:  <br/>`C1` for top 0.01% in terms of citation count  <br/>`C2` for top 0.1% in terms of citation count  <br/>`C3` for top 1% in terms of citation count  <br/>`C4` for top 10% in terms of citation count  <br/>`C5` for average/low in terms of citation count  <br/>  <br/>Comma separated list of values or repeat of the parameter for each value will form a query with OR semantics, eg. `?citationCount=C1&citationCount=C2` | Search for research products based on their number of citations. |
+| openaireProviderID | Comma separated list of identifiers. | Search for research products by openaire data provider identifier.  <br/>Alternatively, it is possible to repeat the parameter for each provider id. In both cases, provider identifiers will form a query with OR semantics. |
+| openaireProjectID | Comma separated list of identifiers.  <br/>Alternatively, it is possible to repeat the parameter for each provider id. In both cases, provider identifiers will form a query with OR semantics. | Search for research products by openaire project identifier. Alternatively, it is possible to repeat the parameter for each provider id. In both cases, provider identifiers will form a query with OR semantics. |
+| hasProject | true \| false | If hasProject is true gets the research products that have a link to a project. If hasProject is false gets the publications with no links to projects. |
+| FP7ProjectID | ... | Search for research products associated to a FP7 project with the given grant number. It is equivalent to a query by `funder=FP7&projectID={grantID}` |
+
+
+## Parameters for publications
+
+Endpoint: https://api.openaire.eu/search/publications
+
+You can use all the [general research products parameters](#general-parameters) as well as those in the following table.
+
+| Parameter | Option | Description |
+| --- | --- | --- |
+| instancetype | Comma separated list of publication types. Check [here](http://api.openaire.eu/vocabularies/dnet:publication_resource) to see the possible values | Gets the publication of the given type, if any. |
+| originalId | Comma separated list of original identifiers as we get them from the data source.  <br/>Alternatively, it is possible to repeat the parameter for each requested identifier. | Gets the publication with the given openaire identifier, if any. |
+| sdg | The number of the Sustainable Development Goals `[1-17]`.  <br/>Check [here](https://sdgs.un.org/goals) to see the Sustainable Developemnt Goals. | Gets the publications that are classified with the respective Sustainable Development Goal number. |
+| fos | The Field of Science classification value.  <br/>Check [here](/resources/athenarc_fos_hierarchy.json) to see the Field of Science classification values | Gets the publications that are classified with the respective Field of Science classification value. |
+| openairePublicationID | Comma separated list of OpenAIRE identifiers.  <br/>Alternatively, it is possible to repeat the parameter for each requested identifier. | Gets the publication with the given openaire identifier, if any. |
+| peerReviewed  | Accepted values:  <br/>true \| false | Specify if the publications are peerReviewed or not. |
+| diamondJournal  | Accepted values:  <br/>true \| false | Specify if the publications are published in a diamond journal or not. |
+| publiclyFunded  | Accepted values:  <br/>true \| false | Specify if the publications are publicly funded or not. |
+| green  | Accepted values:  <br/>true \| false | Specify if the publications are green open access or not. |
+| openAccessColor  | Accepted values:  <br/>`gold`\| `bronze`\| `hybrid`  <br/>Comma separated list of values or repeat of the parameter for each value will form a query with OR semantics, eg. `?openAccessColor=gold&openAccessColor=hybrid` | Specify the open access color of a publication. |
+
+## Parameters for research data
+
+Endpoint: https://api.openaire.eu/search/datasets
+
+You can use all the [general research products parameters](#general-parameters) as well as those in the following table.
+
+| Parameter | Option | Description |
+| --- | --- | --- |
+| openaireDatasetID | Comma separated list of OpenAIRE identifiers.  <br/>Alternatively, it is possible to repeat the parameter for each requested identifier. | Gets the research data with the given openaire identifier, if any. |
+
+## Parameters for research software
+
+Endpoint: https://api.openaire.eu/search/software
+
+You can use all the [general research products parameters](#general-parameters) as well as those in the following table.
+
+| Parameter | Option | Description |
+| --- | --- | --- |
+| openaireSoftwareID | Comma separated list of OpenAIRE identifiers.  <br/>Alternatively, it is possible to repeat the parameter for each requested identifier. | Gets the research software with the given openaire identifier, if any. |
+
+## Parameters for other research products 
+
+Endpoint: https://api.openaire.eu/search/other
+
+You can use all the [general research products parameters](#general-parameters) as well as those in the following table.
+
+| Parameter | Option | Description |
+| --- | --- | --- |
+| openaireOtherID | Comma separated list of OpenAIRE identifiers.  <br/>Alternatively, it is possible to repeat the parameter for each requested identifier. | Gets the other research products with the given openaire identifier, if any. |
+

docs/apis/search-api/search-api.md

@@ -1,3 +1,7 @@
 # Search API
 
-The Search API allows developers to access metadata records of the OpenAIRE Graph by performing queries over research results (i.e., publications, data, software, other research products), and projects. The API is intended for metadata discovery and exploration only, hence it does not provide access to the whole information space: the number of total results returned by one query is limited to 10,000. For accessing the whole graph, developers are encouraged to use the [OpenAIRE full Graph dataset](../../downloads/full-graph).
+The Search API allows developers to access metadata records of the OpenAIRE Graph by performing queries over research products (i.e., publications, data, software, other research products), and projects. 
+
+The API is intended for metadata discovery and exploration only, hence it does not provide access to the whole information space: the number of total results returned by one query is limited to 10,000. 
+
+For accessing the whole graph, developers are encouraged to use the [OpenAIRE full Graph dataset](../../downloads/full-graph).

docs/apis/specification-changelog.md

@@ -22,7 +22,7 @@
 | 2021-02-01T08:55:35.496938Z | OAI-PMH shutdown announced for the end of April 2021 |
 | 2021-01-15T18:56:04.748404Z | Updated documentation on OpenAIRE Research Graph Datasets |
 | 2021-01-15T16:57:08.569766Z | Announcing the shutdown of the OAI-PMH publisher |
-| 2019-01-25T15:36:27.264313Z | Added new parameter country for research results |
+| 2019-01-25T15:36:27.264313Z | Added new parameter country for research products |
 | 2018-10-17T10:39:56.570815Z | Software and Other research products are available via HTTP API. Documentation has been updated. |
 | 2018-04-09T09:20:24.763966Z | Added section on terms of services and SLA in the specific API pages |
 | 2018-04-09T08:26:18.897089Z | Added section for terms of use and SLA in the home page |
@@ -80,7 +80,7 @@
 | 2014-04-30T10:41:14.539090Z | Added and commented property to generate output in chunks |
 | 2014-04-30T10:40:30.012256Z | mvn generates output with no chunks in a single file: api-doc.html |
 | 2014-04-30T10:39:37.875730Z | Main docbook file renamed from book.xml to api-doc.xml |
-| 2014-04-30T10:34:16.576722Z | updated OAI-PMH sets: now delivering only results and no other entities. |
+| 2014-04-30T10:34:16.576722Z | updated OAI-PMH sets: now delivering only research products and no other entities. |
 | 2014-04-15T09:53:22.158487Z | copied dnet-api-http-doc to new dnet40 codebase |
 | 2014-04-10T09:55:41.690052Z | ignore |
 | 2014-04-10T09:53:59.192401Z | removed target/*classes from svn |

docs/apis/terms.md

@@ -4,7 +4,7 @@
 
 The OpenAIRE APIs are free-to-use by any third-party service and can be accessed over HTTPS both by authenticated and unauthenticated requests. The rate limit for the former type of requests is up to 7200 requests per hour, while the latter is up to 60 requests per hour. 
 
-To make an authenticated request, you must first [register](https://services.openaire.eu/uoa-user-management/register.jsp). Then, you can go to the [personal access token page](https://develop.openaire.eu/user-info?errorCode=1&redirectUrl=%2Fpersonal-token) in your account, copy your token and use it for up to one hour, [find out more](./authentication).
+To make an authenticated request, you must first [register](https://services.openaire.eu/uoa-user-management/register.jsp). Then, you can go to the [personal access token page](https://develop.openaire.eu/user-info?errorCode=1&redirectUrl=%2Fpersonal-token) in your account, copy your token and use it for up to one hour, [find out more](./authentication.md).
 
 Our OAuth 2.0 implementation, conforms to the OpenID Connect specification, and is [OpenID Certified](https://openid.net/certification/). OpenID Connect is a simple identity layer on top of the OAuth 2.0 protocol. For more information about OAuth2.0 please visit the [OAuth2.0 official site](https://oauth.net/2/). For more information about OpenID Connect please visit the [OpenID Connect official site](https://openid.net/connect/). Also, check [here](http://www.openaire.eu/privacy-policy) for more information on our Privacy Policy. 
 

docs/changelog.md

@@ -19,6 +19,109 @@ This section documents all notable changes for each graph version.
 
 ---
 
+### v8.0.0
+_Start Date: 2024-07-03 • Release Date: 2024-07-15 • Dataset release: **yes**_
+
+#### Added
+
+- General increase of the scientific products with ORCID identified authors +0.43% (+145K)
+
+#### Changed
+
+- Improved matching of organizations in the deduplication algorithm, leading to less false positives
+- Updated Crossref publications to include contents until May 2024
+- Updated ORCID contents until June 2024
+- Updated Datacite contents until June 2024
+- Updated serialization of the data model as follows
+  - The serialization of the property names is changed to camelCase
+  - The serialization of the impact indicators was updated renaming the element `bipIndicators` as 
+    `citationImpact`, which includes the following:
+    - `citationCount`, `influence`, `popularity`, `impulse`, all of them typed as Double
+    - `citationClass`, `influenceClass`, `impulseClass`, `popularityClass`, all of them typed as String
+  - The element `datasettype` was renamed to `type`
+
+### v7.2.0
+_Start Date: 2024-05-15 • Release Date: 2024-06-20 • Dataset release: **no**_
+
+#### Added
+
+- Introduced new Field of Science classifications for publications, reaching a total of ~77.2Mi publications classified
+- General increase of the affiliations +20% (from 162Mi to 195Mi)
+- General increase of the scientific products with ORCID identified authors +10% (from 3.09Mi to 3.39Mi)
+
+#### Changed
+
+- Revised deduplication configuration to better exploit resource types
+- The DOIBoost dataset was superseded by the direct aggregation of its datasources: Crossref, Unpaywall, Microsoft 
+  Academic Graph, ORCID. See the [aggregation of the non compatible sources](category/non-compatible-sources) section 
+  to know more 
+  details 
+- Relaxed Crossref publication inclusion criteria, now accepting records without author information, leading to a 
+  +15% increase (from 127Mi to 146Mi records). Included contents until April 2024
+- Updated ORCID contents until April 2024
+- Updated Datacite contents until April 2024
+
+### v7.1.3
+_Start Date: 2024-04-10 • Release Date: 2024-04-22 • Dataset release: **no**_
+
+#### Added
+
+- Introduced new Field of Science classifications, reaching a total of ~73Mi publications classified
+- General increase of the funded scientific outputs, thanks to the full-text mining scanning new OpenAccess publications, some examples:
+ - European Commission - EC +7% (from 1.52Mi to 1.62Mi)
+ - Irish Research Council - IRC +7% (from 12.7K to 13.5K)
+ - French National Research Agency - ANR +5.8% (from 91.5K to 96.8K)
+ - National Institute of Health - NIH +5% (from 594K to 626K)
+ - UK Research and Innovation - UKRI +3.7% (from 434K to 450K)
+- General increase of the scientific products with author affiliation information +2% (from 83.12Mi to 84.88Mi)
+
+#### Changed
+
+- Updated Crossref publications to include contents until March 2023
+- Updated Datacite contents until March 2024
+- Updated ORCID contents until March 2024
+
+### v7.1.2
+_Start Date: 2024-03-15 • Release Date: 2024-03-27 • Dataset release: **no**_
+
+#### Added
+
+- General increase of the funded scientific outputs, thanks to the full-text mining scanning new OpenAccess publications
+
+#### Changed
+
+- Updated Crossref publications to include contents until February 2023
+- Updated Datacite contents until February 2024
+- Updated ORCID contents until February 2024
+
+### v7.1.1
+_Start Date: 2024-02-23 • Release Date: 2024-03-06 • Dataset release: **no**_
+
+#### Added
+
+- Updated the content import criteria applied to Datacite, resulting in +13Mi Other Research Products (+167%)
+- Introduced project PIDs; DOI currently available for grants funded by FCT and TWCF
+
+#### Changed
+
+- Scientific products typed as "Collection" categorized under "Research Data" instead of "Other Research Product".
+- Updated Crossref publications to include contents until January 2023
+- Updated Datacite contents until January 2024
+
+### v7.1.0
+_Start Date: 2024-01-30 • Release Date: 2024-02-20 • Dataset release: **no**_
+
+#### Added
+
+- The scientific products aggregated increased by ~5Mi records (+1.6%)
+
+#### Changed
+
+- A refined version of the deduplication strategy allowed to catch more duplicates among the scientific products, implying
+  a decrease of their total number of ~3.2Mi (-1.35%). More details about the deduplication algorithm are available [here](graph-production-workflow/deduplication/research-products).
+- Updated Crossref publications to include contents until November 2023
+- Updated Datacite contents until December 2023
+
 ### v7.0.0
 _Start Date: 2023-12-18 • Release Date: 2024-01-06 • Dataset release: **yes**_
 
@@ -30,12 +133,12 @@ _Start Date: 2023-12-18 • Release Date: 2024-01-06 • Dataset release:
 
 #### Changed
 
-This graph release also introduces new indicators to identify results published using specific open access models, in diamond journals, and those that received public funding. These indicators will also be added to the graph dataset in Zenodo. In details:
+This graph release also introduces new fields to identify reseach products published using specific open access models, in diamond journals, and those that received public funding. These fields will also be added to the graph dataset in Zenodo. In details:
 
-- `result.isGreen (true, false)`: indicates whether or not the scientific result was published following the green open access model;
+- `ResearchProduct.isGreen (true, false)`: indicates whether or not the researh product was published following the green open access model;
-- `result.openAccesColor (bronze, gold, hybrid)`: indicates the specific open access model used for the publication;
+- `ResearchProduct.openAccesColor (bronze, gold, hybrid)`: indicates the specific open access model used for the publication;
-- `result.isInDiamondJournal (true, false)`: indicates whether or not the result was published in a diamond journal;
+- `ResearchProduct.isInDiamondJournal (true, false)`: indicates whether or not the research product was published in a diamond journal;
-- `result.publicly-funded (true, false)`: indicates whether or not the grants acknowledged by the publication come from public funds.
+- `ResearchProduct.publicly-funded (true, false)`: indicates whether or not the grants acknowledged by the publication come from public funds.
 
 ### v6.2.2
 _Start Date: 2023-11-07 • Release Date: 2023-11-23 • Dataset release: **no**_
@@ -58,7 +161,7 @@ _Start Date: 2023-11-07 • Release Date: 2023-11-23 • Dataset release:
 _Start Date: 2023-09-11 • Release Date: 2023-10-15 • Dataset release: **no**_
 
 #### Added
-- Affiliation (result to organization) relations from Crossref
+- Affiliation (research product to organization) relations from Crossref
 - Links to the full text of research products
 - Cleaning for author and publisher names (get rid of tabs, CR characters, \n(s), escape double quotes)
 
@@ -75,8 +178,8 @@ _Start Date: 2023-07-26 • Release Date: 2023-08-16 • Dataset release:
 
 #### Changed
 
-- [Relationship data model](/data-model/relationships/relationship-object): flattened properties source, sourceType, target, targetType
+- [Relationship data model](./data-model/relationships/relationship-object): flattened properties source, sourceType, target, targetType
-- BIP! indicators are now serialised as an array; see the updated model [here](/data-model/entities/other#bipindicators)
+- BIP! indicators are now serialised as an array; see the updated model [here](./data-model/entities/other#bipindicators)
 - Crossref dump from June 2023
 - ORCID works without a DOI from June 2023
 - Usage counts from June 2023
@@ -139,8 +242,8 @@ _Start Date: 2023-02-13 • Release Date: 2023-03-01 • Dataset release:
 - Revised SDG classification: improved coverage (+600K classified DOIs)
 - General increase of the funded scientific outputs, thanks to the full text mining scanning new OpenAccess publications
 - Integrated contents from
-  - [EMBL-EBIs Protein Data Bank in Europe](/graph-production-workflow/aggregation/non-compatible-sources/ebi)
+  - [EMBL-EBIs Protein Data Bank in Europe](./graph-production-workflow/aggregation/non-compatible-sources/ebi)
-  - [UniProtKB/Swiss-Prot](/graph-production-workflow//aggregation/non-compatible-sources/uniprot)
+  - [UniProtKB/Swiss-Prot](./graph-production-workflow/aggregation/non-compatible-sources/uniprot)
 
 #### Changed
 
@@ -172,14 +275,14 @@ _Start Date: 2022-12-19 • Release Date: 2022-12-28 • Dataset release:
 
 #### Added
 
-- [Impact & Usage indicators](/data-model/entities/result#indicators) at the level of the Result
+- [Impact & Usage indicators](./data-model/entities/research-product.md#indicators) at the level of the research product
-- [Beginner's kit](/downloads/beginners-kit) in the Downloads section
+- [Beginner's kit](./downloads/beginners-kit) in the Downloads section
-- New relationship types were introduced; see the complete list [here](/data-model/relationships/relationship-types)
+- New relationship types were introduced; see the complete list [here](./data-model/relationships/relationship-types)
 
 #### Changed
 
-- FOS and SDGs were removed from the [result subjects](/data-model/entities/result#subjects)
+- FOS and SDGs were removed from the [ResearchProduct.subjects](./data-model/entities/research-product#subjects)
-- Measures were removed from the [result instance](/data-model/entities/result#instance)
+- Measures were removed from the [ResearchProduct.instance](./data-model/entities/research-product#instance)
 - Updated DOIBoost to include publications from Crossref and the works from ORCID with a DOI until November 2022
 - Added ORCID works without a DOI from November 2022
 

docs/data-model/data-model.md

@@ -5,18 +5,19 @@ The OpenAIRE Graph comprises several types of [entities](../category/entities) a
 The latest version of the JSON schema can be found on the [Downloads](../downloads/full-graph) section.
 
 <p align="center">
-    <img loading="lazy" alt="Data model" src={require('../assets/img/data-model-2.png').default} width="80%" className="img_node_modules-@docusaurus-theme-classic-lib-theme-MDXComponents-Img-styles-module"/>
+    <img loading="lazy" alt="Data model" src={require('../assets/img/data-model-3.png').default} width="80%" className="img_node_modules-@docusaurus-theme-classic-lib-theme-MDXComponents-Img-styles-module"/>
 </p>
 
 The figure above, presents the graph's data model. 
 Its main entities are described in brief below:
 
-* [Results](/data-model/entities/result) represent the outcomes (or products) of research activities.
+* [Research products](./entities/research-product) represent the outcomes (or products) of research activities.
-* [Data Sources](/data-model/entities/data-source) are the sources from which the metadata of graph objects are collected. 
+* [Data sources](./entities/data-source) are the sources from which the metadata of graph objects are collected. 
-* [Organizations](/data-model/entities/organization) correspond to companies or research institutions involved in projects,
+* [Organizations](./entities/organization) correspond to companies or research institutions involved in projects,
 responsible for operating data sources or consisting the affiliations of Product creators.
-* [Projects](/data-model/entities/project) are research project grants funded by a Funding Stream of a Funder.
+* [Projects](./entities/project) are research project grants funded by a Funding Stream of a Funder.
-* [Communities](/data-model/entities/community) are groups of people with a common research intent (e.g. research infrastructures, university alliances).
+* [Communities](./entities/community) are groups of people with a common research intent (e.g. research infrastructures, university alliances).
+* Persons correspond to individual researchers who are involved in the design, creation or maintenance of research products. Currently, this is a non-materialized entity type in the Graph, which means that the respective metadata (and relationships) are encapsulated in the author field of the respective research products.
 
 :::note Further reading
 

docs/data-model/entities/community.md

@@ -72,11 +72,11 @@ The type of the community; one of `{ Research Community, Research infrastructure
 "type": "Research Community"
 ```
 
-### zenodo_community
+### zenodoCommunity
 _Type: String • Cardinality: ONE_
 
 The URL of the Zenodo community associated to the Research community/Research infrastructure.
 
 ```json
-"zenodo_community": "https://zenodo.org/communities/covid-19"
+"zenodoCommunity": "https://zenodo.org/communities/covid-19"
 ```

docs/data-model/entities/data-source.md

@@ -49,70 +49,70 @@ The persistent identifiers for the datasource.
 ]
 ```
 
-### datasourcetype
+### type
 _Type: [ControlledField](other#controlledfield) • Cardinality: ONE_
 
 The datasource type; see the vocabulary [dnet:datasource_typologies](https://api.openaire.eu/vocabularies/dnet:datasource_typologies).
 
 ```json
-"datasourcetype": {
+"type": {
     "scheme": "pubsrepository::journal",
     "value": "Journal"
 }
 ```
 
-### openairecompatibility
+### openaireCompatibility
 _Type: String • Cardinality: ONE_
 
-The OpenAIRE compatibility of the ingested results, indicates which guidelines they are compliant according to the vocabulary [dnet:datasourceCompatibilityLevel](https://api.openaire.eu/vocabularies/dnet:datasourceCompatibilityLevel).
+The OpenAIRE compatibility of the ingested research products, indicates which guidelines they are compliant according to the vocabulary [dnet:datasourceCompatibilityLevel](https://api.openaire.eu/vocabularies/dnet:datasourceCompatibilityLevel).
 
 ```json
-"openairecompatibility": "collected from a compatible aggregator"
+"openaireCompatibility": "collected from a compatible aggregator"
 ```
 
-### officialname
+### officialName
 _Type: String • Cardinality: ONE_
 
 The official name of the datasource.
 
 ```json
-"officialname": "Recent Patents and Topics on Medical Imaging"
+"officialBame": "Recent Patents and Topics on Medical Imaging"
 ```
 
-### englishname
+### englishName
 _Type: String • Cardinality: ONE_
 
 The English name of the datasource.
 
 ```json
-"englishname": "Recent Patents and Topics on Medical Imaging"
+"englishName": "Recent Patents and Topics on Medical Imaging"
 ```
 
-### websiteurl
+### websiteUrl
 _Type: String • Cardinality: ONE_
 
 The URL of the website of the datasource.
 
 ```json
-"websiteurl": "http://dspace.unict.it/"
+"websiteUrl": "http://dspace.unict.it/"
 ```
 
-### logourl
+### logoUrl
 _Type: String • Cardinality: ONE_
 
 The URL of the logo for the datasource.
 
 ```json
-"logourl": "https://impactum-journals.uc.pt/public/journals/26/pageHeaderLogoImage_en_US.png"
+"logoUrl": "https://impactum-journals.uc.pt/public/journals/26/pageHeaderLogoImage_en_US.png"
 ```
 
-### dateofvalidation
+### dateOfValidation
 _Type: String • Cardinality: ONE_
 
 The date of validation against the OpenAIRE guidelines for the datasource records.
 
 ```json
-"dateofvalidation": "2016-10-10"
+"dateOfValidation": "2016-10-10"
 ```
 
 ### description
@@ -143,61 +143,61 @@ _Type: String • Cardinality: MANY_
 The languages present in the data source's content, as defined by OpenDOAR.
 
 ```json
-"languages":[ 
+"languages": [ 
     "eng",
     ...
 ]
 ```
 
-### contenttypes
+### contentTypes
 _Type: String • Cardinality: MANY_
 
 Types of content in the data source, as defined by OpenDOAR
 
 ```json
-"contenttypes": [
+"contentTypes": [
     "Journal articles",
     ...
 ]
 ```
 
-### releasestartdate
+### releaseStartDate
 _Type: String • Cardinality: ONE_
 
 Releasing date of the data source, as defined by re3data.org.
 
 ```json
-"releasestartdate": "2010-07-24"
+"releaseStartDate": "2010-07-24"
 ```
 
-### releaseenddate
+### releaseEndDate
 _Type: String • Cardinality: ONE_
 
 Date when the data source went offline or stopped ingesting new research data. As defined by re3data.org
 
 ```json
-"releaseenddate": "2016-03-28"
+"releaseEndDate": "2016-03-28"
 ```
 
-### accessrights
+### accessRights
 _Type: String • Cardinality: ONE_
 
 Type of access to the data source, as defined by re3data.org. Possible values: `{ open, restricted, closed }`.
 
 ```json
-"accessrights": "open"
+"accessRights": "open"
 ```
 
-### uploadrights
+### uploadRights
 _Type: String • Cardinality: ONE_
 
 Type of data upload, as defined by re3data.org; one of `{ open, restricted, closed }`.
 
 ```json
-"uploadrights": "closed"
+"uploadRights": "closed"
 ```
 
-### databaseaccessrestriction
+### databaseAccessRestriction
 _Type: String • Cardinality: ONE_
 
 Access restrictions to the research data repository. Allowed values are: `{ feeRequired, registration, other }`.
@@ -205,10 +205,10 @@ Access restrictions to the research data repository. Allowed values are: `{ feeR
 This field only applies for re3data data source; see [re3data schema specification](https://gfzpublic.gfz-potsdam.de/rest/items/item_758898_6/component/file_775891/content) for more details.
 
 ```json
-"databaseaccessrestriction": "registration"
+"databaseAccessRestriction": "registration"
 ```
 
-### datauploadrestriction
+### dataUploadRestriction
 _Type: String • Cardinality: ONE_
 
 Upload restrictions applied by the datasource, as defined by re3data.org. One of `{ feeRequired, registration, other }`.
@@ -216,7 +216,7 @@ Upload restrictions applied by the datasource, as defined by re3data.org. One of
 This field only applies for re3data data source; see [re3data schema specification](https://gfzpublic.gfz-potsdam.de/rest/items/item_758898_6/component/file_775891/content) for more details.
 
 ```json
-"datauploadrestriction": "feeRequired registration"
+"dataUploadRestriction": "feeRequired registration"
 ```
 
 ### versioning
@@ -231,7 +231,7 @@ This field only applies for re3data data source; see [re3data schema specificati
 "versioning": true
 ```
 
-### citationguidelineurl
+### citationGuidelineUrl
 _Type: String • Cardinality: ONE_
 
 The URL of the data source providing information on how to cite its items. The DataCite citation format is recommended (http://www.datacite.org/whycitedata). 
@@ -239,16 +239,16 @@ The URL of the data source providing information on how to cite its items. The D
 This field only applies for re3data data source; see [re3data schema specification](https://gfzpublic.gfz-potsdam.de/rest/items/item_758898_6/component/file_775891/content) for more details.
 
 ```json
-"citationguidelineurl": "https://physionet.org/about/#citation"
+"citationGuidelineUrl": "https://physionet.org/about/#citation"
 ```
 
-### pidsystems
+### pidSystems
 _Type: String • Cardinality: ONE_
 
 The persistent identifier system that is used by the data source. As defined by re3data.org.
 
 ```json
-"pidsystems": "hdl"
+"pidSystems": "hdl"
 ```
 
 ### certificates
@@ -284,11 +284,11 @@ Information about the journal, if this data source is of type Journal.
 }
 ```
 
-### missionstatementurl
+### missionStatementUrl
 _Type: String • Cardinality: ONE_
 
 The URL of a mission statement describing the designated community of the data source. As defined by re3data.org
 
 ```json
-"missionstatementurl": "https://www.sigma2.no/content/nird-research-data-archive"
+"missionStatementUrl": "https://www.sigma2.no/content/nird-research-data-archive"
 ```

docs/data-model/entities/organization.md

@@ -20,31 +20,31 @@ The OpenAIRE id for the organization, created according to the [OpenAIRE entity
 "id": "openorgs____::b84450f9864182c67b8611b5593f4250"
 ```
 
-### legalshortname
+### legalShortName
 _Type: String • Cardinality: ONE_
 
 The legal name in short form of the organization.
 
 ```json
-"legalshortname": "ARC"
+"legalShortName": "ARC"
 ```
 
-### legalname
+### legalName
 _Type: String • Cardinality: ONE_
 
 The legal name of the organization.
 
 ```json
-"legalname": "Athena Research and Innovation Center In Information Communication & Knowledge Technologies"
+"legalName": "Athena Research and Innovation Center In Information Communication & Knowledge Technologies"
 ```
 
-### alternativenames
+### alternativeNames
 _Type: String • Cardinality: MANY_
 
 Alternative names that identify the organization.
 
 ```json
-"alternativenames": [
+"alternativeNames": [
     "Athena Research and Innovation Center In Information Communication & Knowledge Technologies",
     "Athena RIC",
     "ARC",
@@ -52,13 +52,13 @@ Alternative names that identify the organization.
 ]
 ```
 
-### websiteurl
+### websiteUrl
 _Type: String • Cardinality: ONE_
 
 The websiteurl of the organization.
 
 ```json
-"websiteurl": "https://www.athena-innovation.gr/el/announce/pressreleases.html"
+"websiteUrl": "https://www.athena-innovation.gr/el/announce/pressreleases.html"
 ```
 
 ### country
@@ -86,8 +86,7 @@ The list of persistent identifiers for the organization.
     },
     { 
         "scheme": "GRID",
-        "value":
+        "value": "grid.19843.37"
-        "grid.19843.37"
     },
     ...
 ]

docs/data-model/entities/other.md

@@ -20,7 +20,7 @@ Indicates the OpenAccess status. Values are set according to the [Unpaywall meth
 ```
 
 ## AlternateIdentifier
-Type used to represent the information associated to persistent identifiers associated to the result that have not been forged by an authority for that pid type. For example we collect metadata from an institutional repository that provides as identifier for the result also the doi.
+Type used to represent the information associated to persistent identifiers associated to the research product that have not been forged by an authority for that pid type. For example we collect metadata from an institutional repository that provides as identifier for the research product also the DOI.
 
 ### scheme 
 _Type: String • Cardinality: ONE_
@@ -63,15 +63,15 @@ The quantity of money.
 
 ## Author
 
-Represents the result author.
+Represents the research product author.
 
-### fullname
+### fullName
 _Type: String • Cardinality: ONE_
 
 Author's full name.
 
 ```json 
-"fullname": "Turunen, Heidi"
+"fullName": "Turunen, Heidi"
 ```
 
 ### name
@@ -95,7 +95,7 @@ Author's family name.
 ### rank
 _Type: String • Cardinality: ONE_
 
-Author's order in the list of authors for the given result.
+Author's order in the list of authors for the given research product.
 
 ```json
 "rank": 1
@@ -167,7 +167,7 @@ The author's pid value in that scheme.
 ```
 
 ## BestAccessRight
-Indicates the most open access rights \*available among the result Instances.
+Indicates the most open access rights \*available among the research product instances.
 
 \* where the openness is defined by the ordering of the access right terms in the following.
 ```
@@ -201,27 +201,32 @@ Scheme of reference for access right code. Currently, always set to COAR access
 "scheme": "http://vocabularies.coar-repositories.org/documentation/access_rights/"
 ```
 
-## BipIndicator
+## CitationImpact
 
-The different impact indicators as computed by [BIP!](https://bip.imsi.athenarc.gr/).
+The different citation-based impact indicators as computed by [BIP!](https://bip.imsi.athenarc.gr/).
 
 
 ### indicator
 _Type: String • Cardinality: ONE_
 
 The name of indicator; it can be either one of: 
-* `influence`: it reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
+* `influence`: it reflects the overall/total (citation-based) impact of an article in the research community at large, based on the underlying citation network (diachronically).
-* `influence_alt`: it is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
+* `citationCount`: it is an alternative to the "Influence" indicator, which also reflects the overall/total (citation-based) impact of an article in the research community at large, based on the underlying citation network (diachronically).
-* `popularity`: it reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
+* `popularity`: it reflects the "current" (citation-based) impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
-* `popularity_alt`: it is an alternative to the "Popularity" indicator, which also reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
 * `impulse`: it reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
 
 For more details on how these indicators are calculated, please refer [here](/graph-production-workflow/indicators-ingestion/impact-indicators).
 
 ```json
-"influence": {
+"citationImpact": {
-    "score": "123",
+        "influence": 123,
-    "class": "C2"
+        "influenceClass": "C2",
+        "citationCount": 456,
+        "citationClass": "C3",
+        "popularity": 234,
+        "popularityClass": "C1",
+        "impulse": 987,
+        "impulseClass": "C3"
 }
 ```
 
@@ -237,49 +242,46 @@ To facilitate comprehension, BIP! also offers impact classes for articles, to gr
 * `C4`: Top 10%
 * `C5`: Bottom 90%
 
-```json
-"class": "C2"
-```
-
-### score
-_Type: String • Cardinality: ONE_
-
-The actual indicator score.
-
-```json
-"score": "1234"
-```
-
 ## Container
-This field has information about the conference or journal where the result has been presented or published.
+This field has information about the conference or journal where the research product has been presented or published.
+
+```json
+"container": {
+  "name": "Research Policy",
+  "edition": "xyz",
+  "issnLinking": "0048-7333",
+  "issnOnline": "1873-7625",
+  "issnPrinted": "1377-9655",
+  "sp": "xyz",
+  "ep": "xyz",
+  "iss": "xyz",
+  "vol": "xyz"
+}
+```
+
+```json
+"container": {
+  "name": "Research Policy",
+  "conferenceDate": "2022-09-22",
+  "conferencePlace": "Padua, Italy"
+}
+```
 
 ### name
 _Type: String • Cardinality: ONE_
 
 Name of the journal or conference.
 
-```json
-"name": "Research Policy"
-```
-
 ### issnPrinted 
 _Type: String • Cardinality: ONE_
 
 The journal printed issn.
 
-```json
-"issnPrinted": "0048-7333"
-```
-
 ### issnOnline 
 _Type: String • Cardinality: ONE_
 
 The journal online issn.
 
-```json
-"issnOnline": "1873-7625"
-```
-
 ### issnLinking 
 _Type: String • Cardinality: ONE_
 
@@ -290,114 +292,88 @@ _Type: String • Cardinality: ONE_
 
 The journal issue.
 
-```json
-"iss": "5"
-```
-
 ### sp 
 _Type: String • Cardinality: ONE_
 
 The start page.
 
-```json
-"sp": "12"
-```
-
 ### ep 
 _Type: String • Cardinality: ONE_
 
 The end page.
 
-```json
-"ep": "22"
-```
-
 ### vol 
 _Type: String • Cardinality: ONE_
 
 The journal volume.
 
-```json
-"vol": "50"
-```
-
 ### edition 
 _Type: String • Cardinality: ONE_
 
 The edition of the journal or conference.
 
-### conferenceplace 
+### conferencePlace 
 _Type: String • Cardinality: ONE_
 
 The place of the conference.
 
-```json
+### conferenceDate 
-"conferenceplace": "Padua, Italy"
-```
-
-### conferencedate 
 _Type: String • Cardinality: ONE_
 
 The date of the conference.
 
-```json
-"conferencedate": "2022-09-22"
-```
-
 ## ControlledField
 <!-- <span className="todo">TODO: similar to AlternateIdentifier and ResultPid?</span> -->
 
 Generic type used to represent the information described by a scheme and a value in that scheme (i.e. pid).
 
+```json
+{
+    "scheme": "DOI",
+    "value": "10.5281/zenodo.4707307"
+}
+```
+
 ### scheme
 _Type: String &bull; Cardinality: ONE_
 
 Vocabulary reference.
 
-```json
-"scheme": "DOI"
-```
-
 ### value
 _Type: String &bull; Cardinality: ONE_
 
 Value from the given scheme/vocabulary.
 
-```json
-"value": "10.5281/zenodo.4707307" 
-```
-
 ## Country
 To represent the generic country code and label.
 
+```json
+{
+    "code" : "IT",
+    "label": "Italy"
+}
+```
+
 ### code
 _Type: String &bull; Cardinality: ONE_
 
 ISO 3166-1 alpha-2 country code.
 
-```json
-"code" : "IT"
-```
-
 ### label
 _Type: String &bull; Cardinality: ONE_
 
 The country label.
 
-```json
-"label": "Italy"
-```
-
 ## Funding
 Funding information for a project.
 
-### funding_stream
+### fundingStream
 _Type: [FundingStream](#fundingstream) &bull; Cardinality: ONE_
 
 Funding information for the project.
 
 ```json
-"funding_stream": {
+"fundingStream": {
     "description": "Horizon 2020 Framework Programme - Research and Innovation action",
     "id": "EC::H2020::RIA"
 }
@@ -493,16 +469,16 @@ The currency of the granted amount (e.g. EUR).
 "currency": "EUR"
 ```
 
-### fundedamount
+### fundedAmount
 _Type: Number &bull; Cardinality: ONE_
 
 The funded amount.
 
 ```json
-"fundedamount": 1.0E7
+"fundedAmount": 1.0E7
 ```
 
-### totalcost
+### totalCost
 _Type: Number &bull; Cardinality: ONE_
 
 The total cost of the project.
@@ -533,7 +509,7 @@ The description of the programme.
 ```
 
 ## Instance
-An instance is one specific materialization or version of the result. For example, you can have one result with three instances as result of deduplication:
+An instance is one specific materialization or version of the research product. For example, you can have one research product with three instances due to deduplication:
 
 * one is the pre-print
 * one is the post-print
@@ -541,13 +517,13 @@ An instance is one specific materialization or version of the result. For exampl
 
 Each instance is characterized by the properties that follow.
 
-### accessright
+### accessRight
 _Type: [AccessRight](#accessright) &bull; Cardinality: ONE_
 
 Maps [dc:rights](https://www.dublincore.org/specifications/dublin-core/dcmi-terms/elements11/rights/), describes the access rights of the web resources relative to this instance.
 
 ```json
-"accessright": {
+"accessRight": {
     "code": "c_abf2",
     "label": "OPEN",
     "openAccessRoute": "gold",
@@ -558,7 +534,7 @@ Maps [dc:rights](https://www.dublincore.org/specifications/dublin-core/dcmi-term
 ### alternateIdentifier
 _Type: [AlternateIdentifier](#alternateidentifier) &bull; Cardinality: MANY_
 
-All the identifiers associated to the result other than the authoritative ones.
+All the identifiers associated to the research product other than the authoritative ones.
 
 ```json
 "alternateIdentifier": [
@@ -570,13 +546,13 @@ All the identifiers associated to the result other than the authoritative ones.
 ]
 ```
 
-### articleprocessingcharge
+### articleProcessingCharge
 _Type: [APC](#apc) &bull; Cardinality: ONE_
 
 The money spent to make this book or article available in Open Access. Source for this information is the OpenAPC initiative.
 
 ```json
-"articleprocessingcharge": {
+"articleProcessingCharge": {
     "currency": "EUR",
     "amount": "1000" 
 }
@@ -606,13 +582,13 @@ The set of persistent identifiers associated to this instance that have been col
 ]
 ```
 
-### publicationdate
+### publicationDate
 _Type: String &bull; Cardinality: ONE_
 
 The publication date of the research product.
 
 ```json
-"publicationdate": "2009-02-12"
+"publicationDate": "2009-02-12"
 ```
 
 ### refereed
@@ -655,45 +631,28 @@ URLs to the instance. They may link to the actual full-text or to the landing pa
 
 ## Indicator
 
-These are indicators computed for a specific OpenAIRE result.
+These are indicators computed for a specific OpenAIRE research product.
 
 Each Indicator object is composed of the following properties:
 
-### bipIndicators
+### citationImpact
-_Type: [BipIndicator](#bipindicator) &bull; Cardinality: MANY_
+_Type: [CitationImpact](#citationImpact) &bull; Cardinality: MANY_
 
-These impact-based indicators, provided by [BIP!](https://bip.imsi.athenarc.gr/), estimate the impact of a result. 
+These indicators, provided by [BIP!](https://bip.imsi.athenarc.gr/), estimate the citation-based impact of a research product. 
 
 For details about their calculation, please refer [here](/graph-production-workflow/indicators-ingestion/impact-indicators).
 
 ```json
-"bipIndicators": [
+"citationImpact": {
-        {
+        "influence": 123,
-                "indicator": "influence",
+        "influenceClass": "C2",
-                "score": "123",
+        "citationCount": 456,
-                "class": "C2"
+        "citationClass": "C3",
-        },
+        "popularity": 234,
-        {
+        "popularityClass": "C1",
-                "indicator": "influence_alt",
+        "impulse": 987,
-                "score": "456",
+        "impulseClass": "C3"
-                "class": "C3"
+}
-        },
-        {
-                "indicator": "popularity",
-                "score": "234",
-                "class": "C1"
-        },
-        {
-                "indicator": "popularity_alt",
-                "score": "345",
-                "class": "C5"
-        },
-        {
-                "indicator": "impulse",
-                "score": "987",
-                "class": "C3"
-        }
-]
 ```
 
 ### usageCounts
@@ -704,117 +663,116 @@ These measures, computed by the [UsageCounts Service](https://usagecounts.openai
 Please refer [here](/graph-production-workflow/indicators-ingestion/usage-counts) for more details.
 
 ```json
-"usageCounts":{
+"usageCounts": {
       "downloads": "10",
       "views": "20"
 }
 ```
 ## Language
-Represents information for the language of the result
+Represents information for the language of the research product.
+
+```json
+"language": {
+      "code": "eng",
+      "label": "English"
+}
+```
 
 ### code
 _Type: String &bull; Cardinality: ONE_
 
 Alpha-3/ISO 639-2 code of the language. Values controlled by the [dnet:languages vocabulary](https://api.openaire.eu/vocabularies/dnet:languages).
 
-```json
-"code": "eng"
-```
-
 ### label
 _Type: String &bull; Cardinality: ONE_
 
 Language label in English.
 
-```json
-"label": "English"
-```
-
-
 ## OrganizationPid	
 
 The schema and value for identifiers of the organization.
 
+```json
+{
+      "scheme" : "GRID",
+      "value" : "grid.7119.e"
+}
+```
+
 ### scheme
 _Type: String &bull; Cardinality: ONE_
 
 Vocabulary reference (i.e. isni).
 
-```json
-"scheme" : "GRID"
-```
-
 ### value
 _Type: String &bull; Cardinality: ONE_
 
 Value from the given scheme/vocabulary (i.e. 0000000090326370).
 
-```json
-"value" : "grid.7119.e"
-```
-
 ## Provenance
 Indicates the process that produced (or provided) the information, and the trust associated to the information.
 
+```json
+{
+      "provenance" : "Harvested",
+      "trust": "0.9"
+}
+```
+
 ### provenance
 _Type: String &bull; Cardinality: ONE_
 
 Provenance term from the vocabulary [dnet:provenanceActions](https://api.openaire.eu/vocabularies/dnet:provenanceActions).
 
-```json
-"provenance": "Harvested"
-```
-
 ### trust
 _Type: String &bull; Cardinality: ONE_
 
 Trust, expressed as a number in the range [0-1].
 
-```json
-"trust": "0.9"
-```
-
 ## ResultCountry
-It is for the country associated to the result. 
+Indicates the country associated to the research product. 
 It is a subclass of [Country](#country) and extends it with provenance information.
 
 ### provenance
 _Type: [Provenance](#provenance-2) &bull; Cardinality: ONE_
 
-Indicates the reason why this country is associated to this result.
+Indicates the reason why this country is associated to this research product.
 
 ```json
-"provenance": {
+{
+    "code" : "IT",
+    "label": "Italy",
+    "provenance": {
         "provenance": "inferred by OpenAIRE",
         "trust": "0.85"
+    }
 }
 ```
 
 ## ResultPid
-Type used to represent the information associated to persistent identifiers for the result that have been forged by an authority for that pid type.
+Type used to represent the information associated to persistent identifiers for the research product that have been forged by an authority for that pid type.
 
 <!-- <span className="todo">Seems to be similar to the AlternateIdentifier. What is the difference?</span> -->
 
+```json
+{
+      "scheme" : "doi",
+      "value" : "10.21511/bbs.13(3).2018.13"
+}
+```
+
 ### scheme
 _Type: String &bull; Cardinality: ONE_
 
-The scheme of the persistent identifier for the result (i.e. doi). If the pid is here it means the information for the pid has been collected from an authority for that pid type (i.e. Crossref/Datacite for doi). The set of authoritative pid is: `doi` when collected from Crossref or Datacite, `pmid` when collected from EuroPubmed, `arxiv` when collected from arXiv, `handle` from the repositories.
+The scheme of the persistent identifier for the research product (i.e. doi). If the pid is here it means the information for the pid has been collected from an authority for that pid type (i.e. Crossref/Datacite for doi). The set of authoritative pid is: `doi` when collected from Crossref or Datacite, `pmid` when collected from EuroPubmed, `arxiv` when collected from arXiv, `handle` from the repositories.
-
-```json
-"scheme": "doi"
-```
 
 ### value
 _Type: String &bull; Cardinality: ONE_
 
 The value expressed in the scheme (i.e. 10.1000/182).
 
-```json
-"value": "10.21511/bbs.13(3).2018.13"
-```
-
 ## Subject
-Represents keywords associated to the result.
+Represents keywords associated to the research product.
 
 ### subject
 _Type: [SubjectSchemeValue](#subjectschemevalue) &bull; Cardinality: ONE_
@@ -824,25 +782,14 @@ Contains the subject term: subject type (keyword, MeSH, etc) and the subject ter
 ```json
 "subject": {
     "scheme": "keyword",
-    "value": "SVOC"
+    "value": "SVOC",
-}
+    "provenance": {
-```
-
-### provenance
-_Type: [Provenance](#provenance-2) &bull; Cardinality: ONE_
-
-Contains provenance information for the subject term.
-
-```json
-"provenance": {
         "provenance": "Harvested",
         "trust": "0.9"
+    }
 }
 ```
 
-## SubjectSchemeValue
-Subject classification against a vocabulary
-
 ### scheme 
 _Type: String &bull; Cardinality: ONE_
 
@@ -857,28 +804,28 @@ _Type: String &bull; Cardinality: ONE_
 
 The value for the subject in the selected scheme. When the scheme is 'keyword', it means that the subject is free-text (i.e. not a term from a controlled vocabulary).
 
-```json
+### provenance
-"value" : "pyrolysis-oil"
+_Type: [Provenance](#provenance-2) &bull; Cardinality: ONE_
-```
+
+Contains provenance information for the subject term.
 
 ## UsageCounts
 
-The usage counts indicator computed for this result.
+The usage counts indicator computed for this research product.
+
+```json
+"usageCounts": {
+      "downloads": "10",
+      "views": "20"
+}
+```
 
 ### views
 _Type: String &bull; Cardinality: ONE_
 
-The number of views for this result.
+The number of views for this research product.
-
-```json
-"views": "10"
-```
 
 ### downloads
 _Type: String &bull; Cardinality: ONE_
 
-The number of downloads for this result.
+The number of downloads for this research product.
-
-```json
-"downloads": "5"
-```

docs/data-model/entities/project.md

@@ -4,7 +4,7 @@ sidebar_position: 4
 
 # Projects
 
-Of crucial interest to OpenAIRE is also the identification of the funders (e.g. European Commission, WellcomeTrust, FCT Portugal, NWO The Netherlands) that co-funded the projects that have led to a given result. Projects are characterized by a list of funding streams (e.g. FP7, H2020 for the EC), which identify the strands of fundings. Funding streams can be nested to form a tree of sub-funding streams.
+Of crucial interest to OpenAIRE is also the identification of the funders (e.g. European Commission, WellcomeTrust, FCT Portugal, NWO The Netherlands) that co-funded the projects that have led to a given research product. Projects are characterized by a list of funding streams (e.g. FP7, H2020 for the EC), which identify the strands of fundings. Funding streams can be nested to form a tree of sub-funding streams.
 
 --- 
 
@@ -46,13 +46,13 @@ Project's title.
 "title": "OpenAIRE Advancing Open Scholarship"
 ```
 
-### callidentifier
+### callIdentifier
 _Type: String • Cardinality: ONE_
 
 The identifier of the research call.
 
 ```json
-"callidentifier": "H2020-EINFRA-2017"`
+"callIdentifier": "H2020-EINFRA-2017"`
 ``` 
 
 ### funding
@@ -63,7 +63,7 @@ Funding information for the project.
 ```json
 "funding": [
     {
-        "funding_stream": {
+        "fundingStream": {
             "description": "Horizon 2020 Framework Programme - Research and Innovation action",
             "id": "EC::H2020::RIA"
         },
@@ -81,8 +81,8 @@ The money granted to the project.
 ```json
 "granted": {
     "currency": "EUR",
-    "fundedamount": 1.0E7,
+    "fundedAmount": 1.0E7,
-    "totalcost": 1.0E7
+    "totalCost": 1.0E7
 }
 ```
 
@@ -109,36 +109,36 @@ _Type: String • Cardinality: ONE_
 ]
 ```
 
-### openaccessmandatefordataset
+### openAccessMandateForDataset
 _Type: Boolean • Cardinality: ONE_
 
 ```json
-"openaccessmandatefordataset": true
+"openAccessMandateForDataset": true
 ```
 
-### openaccessmandateforpublications
+### openAccessMandateForPublications
 _Type: Boolean • Cardinality: ONE_
 
 ```json
-"openaccessmandateforpublications": true
+"openAccessMandateForPublications": true
 ```
 
-### startdate
+### startDate
 _Type: String • Cardinality: ONE_
 
 The start year of the project.
 
 ```json
-"startdate": "2018-01-01"
+"startDate": "2018-01-01"
 ```
 
-### enddate
+### endDate
 _Type: String • Cardinality: ONE_
 
 The end year pf the project.
 
 ```json
-"enddate": "2021-02-28"
+"endDate": "2021-02-28"
 ```
 
 ### subject
@@ -161,11 +161,11 @@ Short summary of the project.
 "summary": "OpenAIRE-Advance continues the mission of OpenAIRE to support the Open Access/Open Data mandates in Europe. By sustaining the current successful infrastructure, comprised of a human network and robust technical services, it consolidates its achievements while working to shift the momentum among its communities to Open Science, aiming to be a trusted e-Infrastructurewithin the realms of the European Open Science Cloud.In this next phase, OpenAIRE-Advance strives to empower its National Open Access Desks (NOADs) so they become a pivotal part within their own national data infrastructures, positioningOA and open science onto national agendas. The capacity building activities bring together experts ontopical task groups in thematic areas(open policies, RDM, legal issues, TDM), promoting a train the trainer approach, strengthening and expanding the pan-European Helpdesk with support and training toolkits, training resources and workshops.It examines key elements of scholarly communication, i.e., co-operative OA publishing and next generation repositories, to develop essential building blocks of the scholarly commons.On the technical level OpenAIRE-Advance focuses on the operation and maintenance of the OpenAIRE technical TRL8/9 services,and radically improvesthe OpenAIRE services on offer by: a) optimizing their performance and scalability, b) refining their functionality based on end-user feedback, c) repackagingthem into products, taking a professional marketing approach  with well-defined KPIs, d)consolidating the range of services/products into a common e-Infra catalogue to enable a wider uptake.OpenAIRE-Advancesteps up its outreach activities with concrete pilots with three major RIs,citizen science initiatives, and innovators via a rigorous Open Innovation programme. Finally, viaits partnership with COAR, OpenAIRE-Advance consolidatesOpenAIRE’s global roleextending its collaborations with Latin America, US, Japan, Canada, and Africa."
 ```
 
-### websiteurl
+### websiteUrl
 _Type: String • Cardinality: ONE_
 
 The website of the project
 
 ```json
-"websiteurl": "https://www.openaire.eu/advance/"
+"websiteUrl": "https://www.openaire.eu/advance/"
 ```

docs/data-model/entities/research-product.md

@@ -0,0 +1,527 @@
+---
+sidebar_position: 1
+---
+
+# Research products
+
+Research products are intended as digital objects, described by metadata, resulting from a scientific process.
+In this page, we descibe the properties of the `ResearchProduct` object.
+
+Moreover, there are the following sub-types of a `ResearchProduct`, that inherit all its properties and further extend it:
+* [Publication](#publication)
+* [Dataset](#dataset)
+* [Software](#software)
+* [Other research product](#other-research-product)
+
+--- 
+
+## The `ResearchProduct` object 
+
+### id
+_Type: String • Cardinality: ONE_
+
+Main entity identifier, created according to the [OpenAIRE entity identifier and PID mapping policy](../pids-and-identifiers).
+
+```json
+"id": "doi_dedup___::80f29c8c8ba18c46c88a285b7e739dc3"
+```
+
+### type
+_Type: String  • Cardinality: ONE_
+
+Type of the research products. Possible types: 
+
+* `publication`
+* `dataset`
+* `software`
+* `other`
+
+as declared in the terms from the [dnet:result_typologies vocabulary](https://api.openaire.eu/vocabularies/dnet:result_typologies).
+
+```json
+"type": "publication"
+```
+
+### originalId
+_Type: String • Cardinality: MANY_
+
+Identifiers of the record at the original sources.
+
+```json
+"originalId": [
+    "oai:pubmedcentral.nih.gov:8024784",
+    "S0048733321000305",
+    "10.1016/j.respol.2021.104226",
+    "3136742816"
+]
+```
+
+### mainTitle
+_Type: String • Cardinality: ONE_
+
+A name or title by which a research product is known. May be the title of a publication, of a dataset or the name of a piece of software.
+
+```json
+"mainTitle": "The fall of the innovation empire and its possible rise through open science"
+```
+
+### subTitle
+
+_Type: String • Cardinality: ONE_
+
+Explanatory or alternative name by which a research product is known.
+
+```json
+"subTitle": "An analysis of cases from 1980 - 2020"
+```
+
+### author
+_Type: [Author](other#author) • Cardinality: MANY_
+
+The main researchers involved in producing the data, or the authors of the publication.
+
+```json
+"author": [
+    {
+        "fullName": "E. Richard Gold",
+        "rank": 1, 
+        "name": "Richard",
+        "surname": "Gold",
+        "pid": {
+            "id": {
+                "scheme": "orcid",
+                "value": "0000-0002-3789-9238" 
+            },
+            "provenance": {
+                "provenance": "Harvested",
+                "trust": "0.9" 
+            }
+        }
+    }, 
+    ...
+]
+```
+### bestAccessRight
+_Type: [BestAccessRight](other#bestaccessright) • Cardinality: ONE_
+
+The most open access right associated to the manifestations of this research product.
+
+```json
+"bestAccessRight": {
+    "code": "c_abf2",
+    "label": "OPEN",
+    "scheme": "http://vocabularies.coar-repositories.org/documentation/access_rights/"
+}
+```
+
+### contributor
+_Type: String • Cardinality: MANY_
+
+The institution or person responsible for collecting, managing, distributing, or otherwise contributing to the development of the resource.
+
+```json
+"contributor": [
+    "University of Zurich",
+    "Wright, Aidan G C",
+    "Hallquist, Michael", 
+    ...
+]
+```
+
+### country
+_Type: [ResultCountry](other#resultcountry) • Cardinality: MANY_
+
+Country associated with the research product: it is the country of the organisation that manages the institutional repository or national aggregator or CRIS system from which this record was collected.
+Country of affiliations of authors can be found instead in the affiliation relation.
+
+```json
+"country": [
+    {
+        "code": "CH",
+        "label": "Switzerland",
+        "provenance": {
+            "provenance": "Inferred by OpenAIRE",
+            "trust": "0.85"
+        }
+    }, 
+    ...
+]
+```
+
+### coverage
+_Type: String • Cardinality: MANY_
+
+###  dateOfCollection
+_Type: String • Cardinality: ONE_
+
+When OpenAIRE collected the record the last time. 
+
+```json
+"dateOfCollection": "2021-06-09T11:37:56.248Z"
+```
+
+### description
+_Type: String • Cardinality: MANY_
+
+A brief description of the resource and the context in which the resource was created.
+
+```json
+"description": [
+    "Open science partnerships (OSPs) are one mechanism to reverse declining efficiency. OSPs are public-private partnerships that openly share publications, data and materials.",
+    "There is growing concern that the innovation system's ability to create wealth and attain social benefit is declining in effectiveness. This article explores the reasons for this decline and suggests a structure, the open science partnership, as one mechanism through which to slow down or reverse this decline.",
+    "The article examines the empirical literature of the last century to document the decline. This literature suggests that the cost of research and innovation is increasing exponentially, that researcher productivity is declining, and, third, that these two phenomena have led to an overall flat or declining level of innovation productivity.", 
+    ...
+]
+```
+
+### embargoEndDate
+_Type: String • Cardinality: ONE_
+
+Date when the embargo ends and this research product turns Open Access.
+
+```json
+"embargoEndDate": "2017-01-01"
+```
+
+### indicators
+_Type: [Indicator](other#indicator-1) • Cardinality: ONE_
+
+The indicators computed for this research product;
+currently, the following types of indicators are supported: 
+
+* [Citation-based impact indicators by BIP!](other#citationimpact)
+* [Usage Statistics indicators](other#usagecounts)
+
+```json
+"indicators": {
+        "citationImpact": {
+                "influence": 123,
+                "influenceClass": "C2",
+                "citationCount": 456,
+                "citationClass": "C3",
+                "popularity": 234,
+                "popularityClass": "C1",
+                "impulse": 987,
+                "impulseClass": "C3"
+        },
+        "usageCounts": {
+                "downloads": "10",
+                 "views": "20"
+        }
+}
+```
+
+### instance
+_Type: [Instance](other#instance) • Cardinality: MANY_
+
+Specific materialization or version of the research product. For example, you can have one research product with three instances: one is the pre-print, one is the post-print, one is the published version.
+
+```json
+"instance": [
+    {
+        "accessRight": {
+            "code": "c_abf2",
+            "label": "OPEN",
+            "openAccessRoute": "gold",
+            "scheme": "http://vocabularies.coar-repositories.org/documentation/access_rights/"
+        },
+        "alternateIdentifier": [
+            {
+                "scheme": "doi",
+                "value": "10.1016/j.respol.2021.104226"
+            },
+            ...
+        ],
+        "articleProcessingCharge": {
+            "amount": "4063.93",
+            "currency": "EUR"
+        },
+        "license": "http://creativecommons.org/licenses/by-nc/4.0",
+        "pid": [
+            {
+                "scheme": "pmc",
+                "value": "PMC8024784"
+            },
+            ...
+        ],
+        
+        "publicationDate": "2021-01-01",
+        "refereed": "UNKNOWN",
+        "type": "Article",
+        "url": [
+            "http://europepmc.org/articles/PMC8024784"
+        ]
+    },
+    ...
+]
+```
+
+### language
+_Type: [Language](other#language) • Cardinality: ONE_
+
+The alpha-3/ISO 639-2 code of the language. Values controlled by the [dnet:languages vocabulary](https://api.openaire.eu/vocabularies/dnet:languages).
+
+```json
+"language": {
+    "code": "eng",
+    "label": "English"
+}
+```
+### lastUpdateTimeStamp
+_Type: Long • Cardinality: ONE_
+
+Timestamp of last update of the record in OpenAIRE.
+
+```json
+"lastUpdateTimeStamp": 1652722279987
+```
+
+### pid
+_Type: [ResultPid](other#resultpid) • Cardinality: MANY_
+
+Persistent identifiers of the research product. See also the [OpenAIRE entity identifier and PID mapping policy](../pids-and-identifiers) to learn more.
+
+```json
+"pid": [
+    {
+        "scheme": "pmc",
+        "value": "PMC8024784"
+    },
+    {
+        "scheme": "doi",
+        "value": "10.1016/j.respol.2021.104226"
+    },
+    ...
+]
+```
+
+### publicationDate
+_Type: String • Cardinality: ONE_
+
+Main date of the research product: typically the publication or issued date. In case of a research product with different versions with different dates, the date of the research product is selected as the most frequent well-formatted date. If not available, then the most recent and complete date among those that are well-formatted. For statistics, the year is extracted and the research product is counted only among the research products of that year. Example: Pre-print date: 2019-02-03, Article date provided by repository: 2020-02, Article date provided by Crossref: 2020, OpenAIRE will set as date 2019-02-03, because it’s the most recent among the complete and well-formed dates. If then the repository updates the metadata and set a complete date (e.g. 2020-02-12), then this will be the new date for the research product because it becomes the most recent most complete date. However, if OpenAIRE then collects the pre-print from another repository with date 2019-02-03, then this will be the “winning date” because it becomes the most frequent well-formatted date.
+
+```json
+"publicationDate": "2021-03-18"
+```
+
+### publisher
+_Type: String • Cardinality: ONE_
+
+The name of the entity that holds, archives, publishes prints, distributes, releases, issues, or produces the resource.
+
+```json
+"publisher": "Elsevier, North-Holland Pub. Co"
+```
+
+### source
+_Type: String • Cardinality: MANY_
+
+A related resource from which the described resource is derived. See definition of Dublin Core field [dc:source](https://www.dublincore.org/specifications/dublin-core/dcmi-terms/elements11/source).
+
+```json
+"source": [
+      "Research Policy",
+      "Crossref",
+      ...
+]
+```
+
+### subjects
+_Type: [Subject](other#subject) • Cardinality: MANY_
+
+Subject, keyword, classification code, or key phrase describing the resource.
+
+OpenAIRE classifies research products according to the [Field of Science](../../graph-production-workflow/indicators-ingestion/fos-classification.md) 
+and [Sustainable Development Goals](../../graph-production-workflow/indicators-ingestion/sdg-classification.md) taxonomies. 
+Check out the relative sections to know more.
+
+```json
+"subjects": [
+    {
+        "subject": {
+            "scheme": "FOS",
+            "value": "01 natural sciences"
+        },
+        "provenance": {
+            "provenance": "inferred by OpenAIRE",
+            "trust": "0.85"
+        }
+    },
+    {
+        "subject": {
+            "scheme": "SDG",
+            "value": "2. Zero hunger"
+        },
+        "provenance": {
+            "provenance": "inferred by OpenAIRE",
+            "trust": "0.83"
+        }
+    },
+    {
+        "subject": {
+            "scheme": "keyword",
+            "value": "Open science"
+        },
+        "provenance": {
+            "provenance": "Harvested",
+            "trust": "0.9"
+        }
+    },
+    ...
+]
+```
+
+### isGreen
+_Type: Boolean • Cardinality: ONE_
+
+Indicates whether or not the scientific result was published following the green open access model.
+
+### openAccessColor
+_Type: String • Cardinality: ONE_
+
+
+Indicates the specific open access model used for the publication; possible value is one of `bronze, gold, hybrid`.
+
+### isInDiamondJournal
+_Type: Boolean • Cardinality: ONE_
+
+Indicates whether or not the publication was published in a diamond journal.
+
+### publiclyFunded
+_Type: String • Cardinality: ONE_
+
+Discloses whether the publication acknowledges grants from public sources.
+
+--- 
+
+## Sub-types
+
+There are the following sub-types of `Result`. Each inherits all its fields and extends them with the following.
+
+### Publication
+
+Metadata records about research literature (includes types of publications listed [here](http://api.openaire.eu/vocabularies/dnet:result_typologies/publication)).
+
+#### container 
+_Type: [Container](other#container) • Cardinality: ONE_
+
+Container has information about the conference or journal where the research product has been presented or published.
+
+```json
+"container": {
+    "edition": "",
+    "iss": "5",
+    "issnLinking": "",
+    "issnOnline": "1873-7625",
+    "issnPrinted": "0048-7333",
+    "name": "Research Policy",
+    "sp": "12",
+    "ep": "22",
+    "vol": "50"
+}
+```
+### Dataset
+
+Metadata records about research data (includes the subtypes listed [here](http://api.openaire.eu/vocabularies/dnet:result_typologies/dataset)).
+
+#### size
+_Type: String • Cardinality: ONE_
+
+The declared size of the dataset.
+
+```json
+"size": "10129818"
+```
+
+#### version
+_Type: String • Cardinality: ONE_
+
+The version of the dataset.
+
+```json
+"version": "v1.3"
+```
+
+#### geolocation
+_Type: [GeoLocation](other#geolocation) • Cardinality: MANY_
+
+The list of geolocations associated with the dataset.
+
+```json
+"geolocation": [
+    {
+        "box": "18.569386 54.468973  18.066832 54.83707",
+        "place": "Tübingen, Baden-Württemberg, Southern Germany",
+        "point": "7.72486 50.1084"
+    },
+    ...
+]
+```
+
+### Software
+
+Metadata records about research software (includes the subtypes listed [here](http://api.openaire.eu/vocabularies/dnet:result_typologies/software)).
+
+#### documentationUrl
+_Type: String • Cardinality: MANY_
+
+The URLs to the software documentation. 
+
+```json
+"documentationUrl": [ 
+    "https://github.com/openaire/iis/blob/master/README.markdown",
+    ...
+]
+```
+
+#### codeRepositoryUrl
+_Type: String • Cardinality: ONE_
+
+The URL to the repository with the source code.
+
+```json
+"codeRepositoryUrl": "https://github.com/openaire/iis"
+```
+
+#### programmingLanguage
+_Type: String • Cardinality: ONE_
+
+The programming language.
+
+```json
+"programmingLanguage": "Java"
+```
+
+### Other research product
+
+Metadata records about research products that cannot be classified as research literature, data or software (includes types of products listed [here](http://api.openaire.eu/vocabularies/dnet:result_typologies/other)).
+
+#### contactPerson
+_Type: String • Cardinality: MANY_
+
+Information on the person responsible for providing further information regarding the resource.
+
+```json
+"contactPerson": [
+    "Noémie Dominguez",
+    ...    
+]
+```
+
+#### contactGroup
+_Type: String • Cardinality: MANY_
+
+Information on the group responsible for providing further information regarding the resource.
+
+```json
+"contactGroup": [
+    "Networked Multimedia Information Systems (NeMIS)",
+    ...
+]
+```
+
+#### tool
+_Type: String • Cardinality: MANY_
+
+Information about tool useful for the interpretation and/or re-use of the research product.
+

docs/data-model/pids-and-identifiers.md

@@ -24,7 +24,7 @@ Such a policy defines a list of data sources that are considered authoritative f
 
 
 There is an exception though: Handle(s) are minted by several repositories; as listing them all would not be a viable option, to avoid losing them as PIDs, Handles bypass the PID authority filtering rule.
-In all other cases, PIDs are be included in the graph as alternate Identifiers.
+In all other cases, PIDs are included in the graph as alternate Identifiers.
 
 ## Delegated authorities
 
@@ -36,7 +36,7 @@ assigns PIDs to their scientific products from a given PID minter.
 This "selection" can be performed when the entities in the graph sharing the same identifier are grouped together. The list of the delegated authorities currently includes
 
 | Datasource delegated                 | Datasource delegating            | Pid Type |
-|--------------------------------------|----------------------------------|-----------|
+|--------------------------------------|----------------------------------|----------|
 | [Zenodo](https://zenodo.org)         | [Datacite](https://datacite.org) | doi      |
 | [RoHub](https://reliance.rohub.org/) | [W3ID](https://w3id.org/)        | w3id     |
 
@@ -67,15 +67,14 @@ When the record is collected from a source which is not authoritative for any ty
 Currently, the following data sources are used as "PID authorities":
 
 | PID Type | Prefix (12 chars)     | Authority                             	 |
-|-----------|------------------------|-------------------------------------------|
+|----------|-----------------------|-----------------------------------------|
 | doi      | `doi_________`      	 | Crossref, Datacite, Zenodo            	 |
 | pmc      | `pmc_________`      	 | Europe PubMed Central, PubMed Central 	 |
 | pmid     | `pmid________`      	 | Europe PubMed Central, PubMed Central 	 |
 | arXiv    | `arXiv_______`      	 | arXiv.org e-Print Archive             	 |
-| handle    | `handle______`      	  | any repository                        	 |
 | ena      | `ena_________`      	 | EMBL-EBI                            	   |
 | pdb      | `pdb_________`      	 | EMBL-EBI                            	   |
 | uniprot  | `uniprot_____`      	 | EMBL-EBI                            	   |
 
 OpenAIRE also perform duplicate identification (see the [dedicated section for details](/graph-production-workflow/deduplication)).
-All duplicates are **merged** together in a **representative record** which must be assigned a dedicated OpenAIRE identifier (i.e. it cannot have the identifier of one of the aggregated record).
+All duplicates are **merged** together in a **representative record** which must be assigned a [dedicated OpenAIRE identifier](/graph-production-workflow/deduplication/research-products#openaire-identifier-of-the-representative-record) (i.e. it cannot have the identifier of one of the aggregated record).

docs/data-model/relationships/relationship-object.md

@@ -42,13 +42,13 @@ Graph node type.
 "target": "datasource"
 ```
 
-### reltype
+### relType
 _Type: [RelType](#the-reltype-object) • Cardinality: ONE_
 
 Represent the semantics of the relationship between two nodes of the graph.
 
 ```json
-"reltype": {
+"relType": {
     "name": "provides",
     "type": "provision"
 }

docs/data-model/relationships/relationship-types.md

@@ -6,31 +6,31 @@ Note: the labels used to specify the semantic of the relationships are (for the
 
 |  # | Source entity type                     | Target entity type                     | Relation name / inverse                                    | Provenance                                      |
 |:--:|:--------------------------------------:|:--------------------------------------:|:----------------------------------------------------------:|:-----------------------------------------------:|
-| 1  | [Project](/data-model/entities/project)            | [Result](/data-model/entities/result)              | produces / isProducedBy                                    | Harvested, Inferred by OpenAIRE, Linked by user |
+| 1  | [Project](/data-model/entities/project)            | [ResearchProduct](../../data-model/entities/research-product)              | produces / isProducedBy                                    | Harvested, Inferred by OpenAIRE, Linked by user |
 | 2  | [Project](/data-model/entities/project)            | [Organization](/data-model/entities/organization)  | hasParticipant / isParticipant                             | Harvested                                       |
 | 3  | [Project](/data-model/entities/project)            | [Community](/data-model/entities/community)        | IsRelatedTo / IsRelatedTo                                  | Linked by user                                  |
-| 4  | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsAmongTopNSimilarDocuments / HasAmongTopNSimilarDocuments | Inferred by OpenAIRE                            |
+| 4  | [ResearchProduct](../../data-model/entities/research-product)              | [ResearchProduct](../../data-model/entities/research-product)              | IsAmongTopNSimilarDocuments / HasAmongTopNSimilarDocuments | Inferred by OpenAIRE                            |
-| 5  | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsSupplementTo / IsSupplementedBy                          | Harvested                                       |
+| 5  | [ResearchProduct](../../data-model/entities/research-product)              | [ResearchProduct](../../data-model/entities/research-product)              | IsSupplementTo / IsSupplementedBy                          | Harvested                                       |
-| 6  | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsRelatedTo / IsRelatedTo                                  | Harvested, Inferred by OpenAIRE, Linked by user |
+| 6  | [ResearchProduct](../../data-model/entities/research-product)              | [ResearchProduct](../../data-model/entities/research-product)              | IsRelatedTo / IsRelatedTo                                  | Harvested, Inferred by OpenAIRE, Linked by user |
-| 7  | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsPartOf / HasPart                                         | Harvested                                       |
+| 7  | [ResearchProduct](../../data-model/entities/research-product)              | [ResearchProduct](../../data-model/entities/research-product)              | IsPartOf / HasPart                                         | Harvested                                       |
-| 8  | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsDocumentedBy / Documents                                 | Harvested                                       |
+| 8  | [ResearchProduct](../../data-model/entities/research-product)              | [ResearchProduct](../../data-model/entities/research-product)              | IsDocumentedBy / Documents                                 | Harvested                                       |
-| 9  | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsObsoletedBy / Obsoletes                                  | Harvested                                       |
+| 9  | [ResearchProduct](../../data-model/entities/research-product)              | [ResearchProduct](../../data-model/entities/research-product)              | IsObsoletedBy / Obsoletes                                  | Harvested                                       |
-| 10 | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsSourceOf / IsDerivedFrom                                 | Harvested                                       |
+| 10 | [ResearchProduct](../../data-model/entities/research-product)              | [ResearchProduct](../../data-model/entities/research-product)              | IsSourceOf / IsDerivedFrom                                 | Harvested                                       |
-| 11 | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsCompiledBy / Compiles                                    | Harvested                                       |
+| 11 | [ResearchProduct](../../data-model/entities/research-product)              | [ResearchProduct](../../data-model/entities/research-product)              | IsCompiledBy / Compiles                                    | Harvested                                       |
-| 12 | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsRequiredBy / Requires                                    | Harvested                                       |
+| 12 | [ResearchProduct](../../data-model/entities/research-product)              | [ResearchProduct](../../data-model/entities/research-product)              | IsRequiredBy / Requires                                    | Harvested                                       |
-| 13 | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsCitedBy / Cites                                          | Harvested, Inferred by OpenAIRE                 |
+| 13 | [ResearchProduct](../../data-model/entities/research-product)              | [ResearchProduct](../../data-model/entities/research-product)              | IsCitedBy / Cites                                          | Harvested, Inferred by OpenAIRE                 |
-| 14 | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsReferencedBy / References                                | Harvested                                       |
+| 14 | [ResearchProduct](../../data-model/entities/research-product)              | [ResearchProduct](../../data-model/entities/research-product)              | IsReferencedBy / References                                | Harvested                                       |
-| 15 | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsReviewedBy / Reviews                                     | Harvested                                       |
+| 15 | [ResearchProduct](../../data-model/entities/research-product)              | [ResearchProduct](../../data-model/entities/research-product)              | IsReviewedBy / Reviews                                     | Harvested                                       |
-| 16 | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsOriginalFormOf / IsVariantFormOf                         | Harvested                                       |
+| 16 | [ResearchProduct](../../data-model/entities/research-product)              | [ResearchProduct](../../data-model/entities/research-product)              | IsOriginalFormOf / IsVariantFormOf                         | Harvested                                       |
-| 17 | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsVersionOf / HasVersion                                   | Harvested                                       |
+| 17 | [ResearchProduct](../../data-model/entities/research-product)              | [ResearchProduct](../../data-model/entities/research-product)              | IsVersionOf / HasVersion                                   | Harvested                                       |
-| 18 | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsIdenticalTo / IsIdenticalTo                              | Harvested                                       |
+| 18 | [ResearchProduct](../../data-model/entities/research-product)              | [ResearchProduct](../../data-model/entities/research-product)              | IsIdenticalTo / IsIdenticalTo                              | Harvested                                       |
-| 19 | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsPreviousVersionOf / IsNewVersionOf                       | Harvested                                       |
+| 19 | [ResearchProduct](../../data-model/entities/research-product)              | [ResearchProduct](../../data-model/entities/research-product)              | IsPreviousVersionOf / IsNewVersionOf                       | Harvested                                       |
-| 20 | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsContinuedBy / Continues                                  | Harvested                                       |
+| 20 | [ResearchProduct](../../data-model/entities/research-product)              | [ResearchProduct](../../data-model/entities/research-product)              | IsContinuedBy / Continues                                  | Harvested                                       |
-| 21 | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsDescribedBy / Describes                                  | Harvested                                       |
+| 21 | [ResearchProduct](../../data-model/entities/research-product)              | [ResearchProduct](../../data-model/entities/research-product)              | IsDescribedBy / Describes                                  | Harvested                                       |
-| 22 | [Result](/data-model/entities/result)              | [Organization](/data-model/entities/organization)  | hasAuthorInstitution / isAuthorInstitutionOf               | Harvested, Inferred by OpenAIRE                 |
+| 22 | [ResearchProduct](../../data-model/entities/research-product)              | [Organization](/data-model/entities/organization)  | hasAuthorInstitution / isAuthorInstitutionOf               | Harvested, Inferred by OpenAIRE                 |
-| 23 | [Result](/data-model/entities/result)              | [Data source](/data-model/entities/data-source)    | isHostedBy / hosts                                         | Harvested, Inferred by OpenAIRE                 |
+| 23 | [ResearchProduct](../../data-model/entities/research-product)              | [Data source](/data-model/entities/data-source)    | isHostedBy / hosts                                         | Harvested, Inferred by OpenAIRE                 |
-| 24 | [Result](/data-model/entities/result)              | [Data source](/data-model/entities/data-source)    | isProvidedBy / provides                                    | Harvested                                       |
+| 24 | [ResearchProduct](../../data-model/entities/research-product)              | [Data source](/data-model/entities/data-source)    | isProvidedBy / provides                                    | Harvested                                       |
-| 25 | [Result](/data-model/entities/result)              | [Community](/data-model/entities/community)        | IsRelatedTo / IsRelatedTo                                  | Harvested, Inferred by OpenAIRE, Linked by user |
+| 25 | [ResearchProduct](../../data-model/entities/research-product)              | [Community](/data-model/entities/community)        | IsRelatedTo / IsRelatedTo                                  | Harvested, Inferred by OpenAIRE, Linked by user |
 | 26 | [Organization](/data-model/entities/organization)  | [Community](/data-model/entities/community)        | IsRelatedTo / IsRelatedTo                                  | Linked by user                                  |
 | 27 | [Organization](/data-model/entities/organization)  | [Organization](/data-model/entities/organization)  | IsChildOf / IsParentOf                                     | Linked by user                                  |
 | 28 | [Data source](/data-model/entities/data-source)    | [Community](/data-model/entities/community)        | IsRelatedTo / IsRelatedTo                                  | Linked by user                                  |

docs/downloads/alternative-model/communityInstance.md

@@ -6,7 +6,7 @@ sidebar_position: 1
 
 # CommunityInstance
 
-It is a subclass of [Instance](../../data-model/entities/result#instance) extended with information regarding the collection and hosting source for this materialization of the result.
+It is a subclass of [Instance](../../data-model/entities/research-product#instance) extended with information regarding the collection and hosting source for this materialization of the research product.
 
 ### hostedby
 _Type: [CfHbKeyValue](./cfhb) • Cardinality: ONE_

docs/downloads/alternative-model/context.md

@@ -6,7 +6,7 @@ sidebar_position: 1
 
 # Context
 
-Information related to research initiative/community (RI/RC) related to the result.
+Information related to research initiative/community (RI/RC) related to the research product.
 
 ### code 
 _Type: String • Cardinality: ONE_
@@ -31,7 +31,7 @@ Label of the RI/RC.
 ### provenance 
 _Type: [Provenance](/data-model/entities/other#provenance-2)  • Cardinality: MANY_
 
-Why this result is associated to the RI/RC.
+Why this research product is associated to the RI/RC.
 
 ```json
 

docs/downloads/alternative-model/extended-research-product.md

@@ -5,11 +5,10 @@ sidebar_position: 1
 ---
 
 
-# Extended Result
+# Extended Research Product
 
 
-It is a subclass of [Result](/data-model/entities/result) extended with information regarding projects (and funders), research communities/infrastructure and related data sources.
+It is a subclass of [ResearchProduct](../../data-model/entities/research-product) extended with information regarding projects (and funders), research communities/infrastructure and related data sources.
-
 
 
 ### projects
@@ -17,7 +16,7 @@ It is a subclass of [Result](/data-model/entities/result) extended with informat
 _Type: [Project](project.md)  • Cardinality: MANY_
 
 
-List of projects (i.e. grants) that (co-)funded the production of the research results.
+List of projects (i.e. grants) that (co-)funded the production of the research products.
 
 
 ```json

docs/downloads/alternative-model/project.md

@@ -9,7 +9,7 @@ sidebar_position: 1
 # Project
 
 
-The information about the projects related to the result.
+The information about the projects related to a research product.
 
 
 ### id
@@ -99,7 +99,7 @@ Information about the funder funding the project.
 _Type [Provenance](../../data-model/entities/other#provenance-2)  • Cardinality: ONE_
 
 
-The reason why the project is associated to the result.
+The reason why the project is associated to the research product.
 
 
 ```json
@@ -119,7 +119,7 @@ The reason why the project is associated to the result.
 _Type [Validated](validated.md)  • Cardinality: ONE_
 
 
-Specifies it the association between the project and the result was validated.
+Specifies whether the association between the project and the research product was validated.
 
 
 ```json

docs/downloads/alternative-model/validated.md

@@ -7,7 +7,7 @@ sidebar_position: 1
 # Validated
 
 
-Information about the validtion of the association between the result and the funding information.
+Information about the validtion of the association between the research product and the funding information.
 
 
 ### validationDate
@@ -15,7 +15,7 @@ Information about the validtion of the association between the result and the fu
 _Type: String • Cardinality: ONE_
 
 
-When OpenAIRE collected the association between the funding and the result from an authoritative source (i.e. Sygma).
+When OpenAIRE collected the association between the funding and the research product from an authoritative source (i.e. Sygma).
 
 
 ```json

docs/downloads/related-datasets.md

@@ -20,7 +20,7 @@ The dataset contains the GZ-compressed dataset of the Scholix links exposed by t
 ## The OpenAIRE LOD dataset
 
 :::caution
- The OpenAIRE LOD dataset has been discontinued. The SPARQL Endpoint is not longer supported bu old LOD datasets can be found in the link below. 
+ The OpenAIRE LOD dataset has been discontinued. The SPARQL Endpoint is no longer supported but old LOD datasets can be found in the link below. 
 :::
 
 Dataset (RDF): https://doi.org/10.5281/zenodo.609943

docs/downloads/subgraphs.md

@@ -61,10 +61,10 @@ Please refer [here](#alternative-sub-graph-data-model) for details on the data m
 
 It should be noted that the datasets for research communities, infrastructures, and products related to projects do not strictly follow the main data model of the OpenAIRE Graph. In particular, they differ in the following:
 
-* only research products are included (no relations, and entities different from results)
+* only research products are included (no relations or other entities)
-* the results are extended with information that can be inferred in the whole dataset namely:
+* the research products are extended with information that can be inferred in the whole dataset namely:
   * funding information if present
   * associated research community/infrastructure 
   * associated data sources 
 
-So they have just one entity type, that is the [Extended Result](alternative-model/extendedresult.md).
+So they have just one entity type, that is the [Extended Research Product](./alternative-model/extended-research-product.md).

docs/graph-production-workflow/aggregation/aggregation.md

@@ -11,10 +11,10 @@ OpenAIRE materializes an open, participatory research graph (the OpenAIRE Graph)
 OpenAIRE aggregates metadata records describing objects of the research life-cycle from content providers compliant to the [OpenAIRE guidelines](https://guidelines.openaire.eu/) and from entity registries (i.e. data sources offering authoritative lists of entities, like [OpenDOAR](https://v2.sherpa.ac.uk/opendoar/), [re3data](https://www.re3data.org/), [DOAJ](https://doaj.org/), and various funder databases). After collection, metadata are transformed according to the OpenAIRE internal metadata model, which is used to generate the final OpenAIRE Graph, accessible from the [OpenAIRE EXPLORE portal](https://explore.openaire.eu) and the [APIs](https://graph.openaire.eu/develop/).
 
 The transformation process includes the application of cleaning functions whose goal is to ensure that values are harmonised according to a common format (e.g. dates as YYYY-MM-dd) and, whenever applicable, to a common controlled vocabulary. The controlled vocabularies used for cleansing are accessible at [api.openaire.eu/vocabularies](https://api.openaire.eu/vocabularies/). Each vocabulary features a set of controlled terms, each with one code, one label, and a set of synonyms. If a synonym is found as field value, the value is updated with the corresponding term. 
-In addition, the OpenAIRE Graph is extended with other relevant scholarly communication sources that need special handling, either because they do not strictly follow the OpenAIRE Guidelines or due to the vast amount of data of data they offer (e.g. DOIBoost, that merges Crossref, ORCID, Microsoft Academic Graph, and Unpaywall).
+In addition, the OpenAIRE Graph is extended with other relevant scholarly communication sources that need special handling, either because they do not strictly follow the OpenAIRE Guidelines or due to the vast amount of data of data they offer; these include Crossref, ORCID, Microsoft Academic Graph, Unpaywall).
 
 <p align="center">
-    <img loading="lazy" alt="Aggregation" src={require('../../assets/img/aggregation.png').default} width="65%" className="img_node_modules-@docusaurus-theme-classic-lib-theme-MDXComponents-Img-styles-module"/>
+    <img loading="lazy" alt="Aggregation" src={require('../../assets/img/aggregation.png').default} width="100%" className="img_node_modules-@docusaurus-theme-classic-lib-theme-MDXComponents-Img-styles-module"/>
 </p>
 
 The OpenAIRE aggregation system collects information about objects of the research life-cycle compliant to the [OpenAIRE acquisition policy](https://www.openaire.eu/content-acquisition-policy) from [different types of data sources](https://explore.openaire.eu/search/find/dataproviders):
@@ -38,7 +38,7 @@ Objects and relationships in the OpenAIRE Graph are extracted from information p
 - *Hybrid repositories/archives*: information systems where scientists deposit metadata and file of any kind of scientific products, incuding scientific literature, research data and research software (e.g. Zenodo)
 - *Aggregator services*: Information systems that collect descriptive metadata about publications or datasets from multiple sources in order to enable cross-data source discovery of given research products. Examples are DataCite, BASE, DOAJ;
 - *Entity Registries*: Information systems created with the intent of maintaining authoritative registries of given entities in the scholarly communication, such as OpenDOAR for the institutional repositories, re3data for the data repositories, CORDA and other funder databases for projects and funding information;
-- *CRIS*: Information systems adopted by research and academic organizations to keep track of their research administration records and relative results; examples of CRIS content are articles or datasets funded by projects, their principal investigators, facilities acquired thanks to funding, etc..
+- *CRIS*: Information systems adopted by research and academic organizations to keep track of their research administration records and relative research products; examples of CRIS content are articles or datasets funded by projects, their principal investigators, facilities acquired thanks to funding, etc..
 - *Research Graphs*: services that maintain an information space of (possibly interlinked) scholalrly communication objects. Examples are CrossRef, ScholeXplorer and OpenAIRE itself.
 
 ## How does OpenAIRE collect metadata records?

docs/graph-production-workflow/aggregation/non-compatible-sources/crossref_unpaywall.md

@@ -0,0 +1,165 @@
+# Crossref & Unpaywall
+
+This section describes the procedure used to integrate the contents from [Crossref](https://www.crossref.org) and [Unpaywall](https://unpaywall.org) in the OpenAIRE Graph.
+
+## Data acquisition
+
+The dataset containing all the Crossref records is obtained via a complete data dump on a monthly basis. 
+The Unpaywall dataset is no longer updated anymore but its latest snapshot (Dec 2021) is used to enrich the Crossref contents.
+
+## Process
+
+In the following we describe the process applied to the Crossref & the Unpaywall contents.
+
+### Crossref filtering
+
+Records in Crossref are ruled out according to the following criteria
+
+* have blank title, examples:
+    * `10.1093/rheumatology/41.7.837`
+    * `10.1093/qjmed/95.7.430`
+    * `10.1371/journal.pone.0171434.g005`
+* have one of the following publishers: `"Test accounts"`, `"CrossRef Test Account"`
+    * Examples from https://api.crossref.org/works?query.publisher-name=%22Test%20accounts%22
+        * `10.1007/bf00344543`
+        * `10.1007/bf00186154`
+        * `10.1306/64ed947a-1724-11d7-8645000102c1865d`
+* have authors matching the following invalid names: `",", "none none", "none, none", "none &na;", "(:null)", "test test test", "test test", "test", "&na; &na"`
+    * Examples for `"none"` author from https://api.crossref.org/works?query.author=%22none%22
+        * `10.4007/annals.2016.184.3.11`
+        * `10.4007/annals.2012.176.1.6`
+        * `10.2172/6393585`
+    * Examples for `"test"` author from https://api.crossref.org/works?query.author=%22test%22
+        * `10.5116/ijme.54ca.a5ae`
+        * `10.5755/j01.ss.71.2.544`
+        * `10.5755/j01.ee.22.2.319`
+* have `"Addie Jackson"` as author and `"Elsevier BV"` as publisher (empirically we say they are test records)
+    * Examples from https://api.crossref.org/works?query.author=Addie+Jackson&query.publisher-name=%22Elsevier%20BV%22
+        * `10.2139/ssrn.2082156`
+        * `10.2139/ssrn.2202300`
+        * `10.2139/ssrn.2255657`
+* have not one of the following values in the field `type` : `"book-section"`, `"book"`, `"book-chapter"`, `"book-part"`, `"book-series"`, `"book-set"`, `"book-track"`, `"edited-book"`, `"reference-book"`, `"monograph"`, `"journal-article"`, `"dissertation"`, `"other"`, `"peer-review"`, `"proceedings"`, `"proceedings-article"`, `"reference-entry"`, `"report"`, `"report-series"`, `"standard"`, `"standard-series"`, `"posted-content"`, `"dataset"`,
+    * Example:
+        * `10.1371/journal.pone.0171434.g005`
+        * `10.7554/elife.21052.049`
+        * `10.1371/journal.pcbi.1005379.s006`
+
+Records with `type=dataset` are mapped into OpenAIRE research products of type dataset. All others are mapped as OpenAIRE research products of type publication.
+
+### Mapping Crossref properties into the OpenAIRE Graph
+
+Properties in OpenAIRE research products are set based on the logic described in the following table:
+
+| OpenAIRE Research Product field path             | Crossref path(s)                                                   | Notes                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           |
+|----------------------------------------|--------------------------------------------------------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
+| `id`                                   | `doi`                                                              | id in the form `doi_________::md5(doi)`                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         |
+| `dateofcollection`                     | `indexed.datetime`                                                 |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |
+| `lastupdatetimestamp`                  | `indexed.timestamp`                                                |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |
+| `type`                                 | `type`                                                             | Using the **_dnet:result_typologies_** vocabulary, we look up the `instance.type` synonym to  generate one of the following main entities: <ul><li>`publication`</li>  <li>`dataset`</li></ul>                                                                                                                                                                                                                                                                                                                                                                                                                                                               |
+| `originalId`                           | `doi, clinical-trial-number, alternative-id`                       |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |
+| `pid`                                  |                                                                    | The scheme tells the type of PID, the value contains the actual value                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           |
+| `pid.scheme`                           |                                                                    | Default value: doi                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              |
+| `pid.value`                            | `doi`                                                              | The doi is normalised and lower-cased                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           |
+| `maintitle`                            | `title`                                                            |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |
+| `subtitle`                             | `subtitle`                                                         |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |
+| `author`                               | `author`                                                           | if available the sequence is mapped to rank and the ORCID is also mapped                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        |
+| `author.name`                          | `author.given`                                                     |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |
+| `author.surname`                       | `author.family`                                                    |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |
+| `author.fullname`                      | `author.given author.family`                                       |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |
+| `author.rank`                          |                                                                    | based on the order, starts from 1                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               |
+| `author.pid`                           |                                                                    | only if the ORCID is available                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  |
+| `author.pid.id.scheme`                 |                                                                    | Default `'pending_orcid'` (meaning that it is not an id confirmed by ORCID)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     |
+| `author.pid.id.value`                  | `author.ORCID`                                                     |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |
+| `author.pid.provenance.provenance`     |                                                                    | Default 'Harvested'                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             |
+| `author.pid.provenance.trust`          |                                                                    | Default '0.9'                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   |
+| `description`                          | `abstract`                                                         |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |
+| `subject`                              | `subject`                                                          | with `classid='keywords'`, i.e. no controlled vocabularies for Crossref subjects                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                |
+| `publicationdate`                      | `issued.datetime` or, if not available, `created.datetime`         |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |
+| `publisher`                            | `publisher`                                                        |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |
+| `source`                               | `source`                                                           | only if the record is not of type `book`                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        |
+| `source`                               | concatenation of `container-title.head` + `"ISBN: "` + `ISBN.head` | only if the record is of type `book`                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            |
+| `container`                            |                                                                    | It is set only for publications with information about the journal it was published in.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         |
+| `container.name`                       | `container-title.head`                                             |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |
+| `container.issnOnline`                 | `issn-type.value`                                                  | if `issn-type.type='electronic'`                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                |
+| `container.issnPrinted`                | `issn-type.value`                                                  | if `issn-type.type='print'`                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     |
+| `container.vol`                        | `volume`                                                           |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |
+| `container.sp`                         | `page`                                                             | before `'-'`                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    |
+| `container.ep`                         | `page`                                                             | after `'-'`                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     |
+| `instance`                             |                                                                    | One instance is created with the DOI URL                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        |
+| `instance.accessright`                 |                                                                    | Values in `instance.accessright.code` and `instance.accessright.label` are set based on license and dateofacceptance:<br/>- `UNKNOWN`: if the license is blank<br/>- `OPEN ACCESS`: if the license is a CC license or an ACS license or an APA license (considered OPEN also by Unpaywall, see [Unpaywall FAQ](https://support.unpaywall.org/support/solutions/articles/44002063718-what-is-an-oa-license-) for details) or if OUP license, but only after 12 months from the publication date<br/>- `EMBARGO`: OUP license, before 12 months from the publication date<br/>- `CLOSED`: if there is a license not covered by the previous cases |
+| `instance.accessright.code`            |                                                                    | Code from the [COAR vocabulary for access right](http://vocabularies.coar-repositories.org/documentation/access_rights/)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        |
+| `instance.accessright.label`           |                                                                    | One of: `OPEN`, `RESTRICTED`, `CLOSED`, `EMBARGO`                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               |
+| `instance.accessright.scheme`          |                                                                    | Scheme that defines the code and label, i.e. the URL to the [COAR vocabulary for access right](http://vocabularies.coar-repositories.org/documentation/access_rights/)                                                                                                                                                                                                                                                                                                                                                                                                                                                                          |
+| `instance.accessright.openAccessRoute` |                                                                    | only if `instance.accessright.value = 'OPEN ACCESS'`. Default is `hybrid`. The route is fixed in subsequent phases of DOIBoost, namely when intersecting with Unpaywall and patching the hostedby via DOAJ and the Gold-ISSN list.                                                                                                                                                                                                                                                                                                                                                                                                              |
+| `instance.license`                     | `license.URL `                                                     | If there is a `license.content-version='vor'`, then this is used. Otherwise the first license entry is used.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    |
+| `instance.pid`                         |                                                                    | The scheme tells the type of PID, the value contains the actual value                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           |
+| `instance.pid.scheme`                  |                                                                    | Default value: `doi`                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            |
+| `instance.pid.value`                   | `doi`                                                              | The doi is normalised and lower-cased                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           |
+| `instance.publicationdate`             | `issued.datetime` or, if not available, `created.datetime`         |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |
+| `instance.refereed`                    |                                                                    | set to `peerReviewed` only if `relation.has-review.id` is not empty, `UNKNOWN` otherwise.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       |
+| `instance.type`                        | `subtype`                                                          | mapped using the [OpenAIRE vocabulary for research products typologies](https://api.openaire.eu/vocabularies/dnet:result_typologies)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       |
+| `instance.url`                         | `doi`                                                              | Full URL of the DOI                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             |
+
+All other fields of the Json schema not mentioned in the table contain empty values.
+
+All the records from Crossref are related to the datasource with `name=Crossref` and `id=openaire____::081b82f96300b6a6e3d282bad31cb6e2`
+
+Possible improvements:
+* map `clinical-trial-number` and `alternative-id` in `alternateIdentifiers`?
+* Verify if Crossref has a property for `language`, `country`, `container.issnLinking`, `container.iss`, `container.edition`, `container.conferenceplace` and `container.conferencedate`
+* Different approach to set the `refereed` field and improve its coverage?
+
+### Map Crossref links to projects/funders
+
+Links to funding available in Crossref are mapped as funding relationships (`ResearchProduct -- isProducedBy -- Project`) applying the following mapping:
+
+| Funder                                                                                                                                                                                       | Grant code                                                                               | Link to                                                                                                                                             |
+|----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|------------------------------------------------------------------------------------------|-----------------------------------------------------------------------------------------------------------------------------------------------------|
+| DOI: `{10.13039/100010663, 10.13039/100010661, 10.13039/501100007601, 10.13039/501100000780, 10.13039/100010665}` or name: `'European Union’s Horizon 2020 research and innovation program'` | series of `4-9` digits in `award`                                                        | Link to H2020 project                                                                                                                               |
+| DOI: `{10.13039/100011199, 10.13039/100004431, 10.13039/501100004963, 10.13039/501100000780}`                                                                                                | series of `4-9` digits in `award`                                                        | Link to FP7 project                                                                                                                                 |
+| DOI: `10.13039/501100000781` OR name: `'European Union's'`                                                                                                                                   | series of `4-9` digits in `award`                                                        | Link to FP7 or H2020 project                                                                                                                        |
+| DOI: `10.13039/100000001`                                                                                                                                                                    | `award`                                                                                  | Link to NSF project                                                                                                                                 |
+| DOI: `10.13039/501100001665` OR name: `{'The French National Research Agency (ANR)', 'The French National Research Agency'}`                                                                 | `award`                                                                                  | Link to ANR project                                                                                                                                 |
+| DOI: `10.13039/501100002341`                                                                                                                                                                 | `award`                                                                                  | Link to Academy of Finland project                                                                                                                  |
+| DOI: `10.13039/501100001602`                                                                                                                                                                 | `award`, removing the initial 'SFI' if present                                           | Link to SFI project                                                                                                                                 |
+| DOI: `10.13039/501100000923`                                                                                                                                                                 | `award`                                                                                  | Link to ARC project                                                                                                                                 |
+| DOI: `10.13039/501100000038`                                                                                                                                                                 | `award` ignore: we cannot map the project codes in Crossref to project codes in OpenAIRE | Link to NSERC (`unidentified` project)                                                                                                              |
+| DOI: `10.13039/501100000155`                                                                                                                                                                 | `award` ignore: we cannot map the project codes in Crossref to project codes in OpenAIRE | Link to SSHRC (`unidentified` project)                                                                                                              |
+| DOI: `10.13039/501100000024`                                                                                                                                                                 | `award` ignore: we cannot map the project codes in Crossref to project codes in OpenAIRE | Link to CIHR (`unidentified` project)                                                                                                               |
+| DOI: `10.13039/501100002848` OR name :`'CONICYT, Programa de Formación de Capital Humano Avanzado'`                                                                                          | `award`                                                                                  | Link to CONICYT project                                                                                                                             |
+| DOI: `10.13039/501100003448`                                                                                                                                                                 | series of `4-9` digits in award                                                          | Link to GSRT project                                                                                                                                |
+| DOI: `10.13039/501100010198`                                                                                                                                                                 | `award`                                                                                  | Link to SGOV project                                                                                                                                |
+| DOI: `10.13039/501100004564`                                                                                                                                                                 | series of `4-9` digits in award                                                          | Link to MESTD project                                                                                                                               |
+| DOI: `10.13039/501100003407`                                                                                                                                                                 | `award`                                                                                  | Link to MIUR project. Since OpenAIRE has a small subset of MIUR projects, a link to the MIUR funder (`unidentified`<br/> project) is also generated |
+| DOI: `{10.13039/501100006588, 10.13039/501100004488}`                                                                                                                                        | `award`, removing `'Project No'` and `'HRZZ'` prefix, if present                         | Link to HRZZ or MZOS project                                                                                                                        |
+| DOI: `10.13039/501100006769`                                                                                                                                                                 | `award`                                                                                  | Link to Russian Science Foundation project                                                                                                          |
+| DOI: `10.13039/501100001711`                                                                                                                                                                 | `award` after `'_'` and before `'/'`                                                     | Link to SNSF project                                                                                                                                |
+| DOI: `10.13039/501100004410`                                                                                                                                                                 | `award`                                                                                  | Link to TUBITAK project                                                                                                                             |
+| DOI: `10.10.13039/100004440`  or name: `Wellcome Trust Masters Fellowship`                                                                                                                   | `award`                                                                                  | Link to Wellcome Trust specific project and to the `unidentified` project.                                                                          |
+
+### Intersect Crossref with UnpayWall by DOI
+
+The fields we consider from UnpayWall are:
+* `is_oa`
+* `best_oa_location`
+* `oa_status`
+
+The records of Crossref that intersect by DOI with UnpayWall records are enriched with one additional `instance` with the following properties:
+
+| OpenAIRE Research Product field path             | Unpaywall field path       | Notes                                                                                                                                                                  |
+|----------------------------------------|----------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
+| `instance`                             |                            | created only if `is_oa` and a `best_oa_location` is available                                                                                                          |
+| `instance.accessright`                 |                            | default value `Open Access`: we do not add instances if UnpayWall says there is no open version                                                                        |
+| `instance.accessright.code`            |                            | Open Access code from the [COAR vocabulary for access right](http://vocabularies.coar-repositories.org/documentation/access_rights/)                                   |
+| `instance.accessright.label`           |                            | Always `OPEN`                                                                                                                                                          |
+| `instance.accessright.scheme`          |                            | Scheme that defines the code and label, i.e. the URL to the [COAR vocabulary for access right](http://vocabularies.coar-repositories.org/documentation/access_rights/) |
+| `instance.accessright.openAccessRoute` | `oa_status`                |                                                                                                                                                                        |
+| `instance.url`                         | `best_oa_location`         |                                                                                                                                                                        |
+| `instance.license`                     | `best_oa_location.license` |                                                                                                                                                                        |
+| `instance.pid`                         |                            | The scheme tells the type of PID, the value contains the actual value                                                                                                  |
+| `instance.pid.scheme`                  |                            | Default value: `doi`                                                                                                                                                   |
+| `instance.pid.value`                   | `doi`                      | The doi is normalised and lower-cased                                                                                                                                  |
+
+For the definition of UnpayWall's `oa_status` refer to the [Unpaywall FAQ](https://support.unpaywall.org/support/solutions/articles/44001777288-what-do-the-types-of-oa-status-green-gold-hybrid-and-bronze-mean-)
+
+The record will also feature a relation to the UnpayWall data source: `name="UnpayWall"`, `id=openaire____::8ac8380272269217cb09a928c8caa993`.

docs/graph-production-workflow/aggregation/non-compatible-sources/datacite.md

@@ -35,7 +35,7 @@ The metadata collection process identifies the most recent record date available
 
 The table below describes the mapping from the XML baseline records to the OpenAIRE Graph dump format.
 
-| OpenAIRE Result field path                             | Datacite record JSON path                                                                                                                       | # Notes                                                                                                                                                                                                                                              |
+| OpenAIRE Research Product field path                             | Datacite record JSON path                                                                                                                       | # Notes                                                                                                                                                                                                                                              |
 |--------------------------------------------------------|-------------------------------------------------------------------------------------------------------------------------------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
 | `id`                                                   | `\attributes\doi`                                                                                                                               | id in the form `doi_________::md5(doi)`                                                                                                                                                                                                              |
 | <ul><li>`instance`</li>  <li>`instance.type`</li></ul> | <ul><li>`\attributes\types\resourceType`</li>  <li> `\attributes\types\resourceTypeGeneral` </li>  <li>`attributes\types\schemaOrg`</li></ul>   | Use the vocabulary **_dnet:publication_resource_**  to find a synonym to one of these terms and get the `instance.type`.                                                                                                                             |
@@ -69,9 +69,9 @@ The table below describes the mapping from the XML baseline records to the OpenA
 
 | OpenAIRE Relation Semantic and inverse | Datacite record JSON path             | Source/Target type  | #Notes                                                                                                     |
 |----------------------------------------|---------------------------------------|---------------------|------------------------------------------------------------------------------------------------------------|
-| `isProducedBy/produces`                | `attributes\fundingReferences`        | `result/project`    | only when the fundingReferences matches the pattern `(info:eu-repo/grantagreement/ec/h2020/)(\d{6})(.*)`   |
+| `isProducedBy/produces`                | `attributes\fundingReferences`        | `ResearchProduct/Project`    | only when the fundingReferences matches the pattern `(info:eu-repo/grantagreement/ec/h2020/)(\d{6})(.*)`   |
-| `IsProvidedBy/provides`                |                                       | `result/datasource` | Datasource is always set to `Datacite`                                                                     |
+| `IsProvidedBy/provides`                |                                       | `ResearchProduct/Datasource` | Datasource is always set to `Datacite`                                                                     |
-| `isHostedBy/host`                      | `\attributes\relationships\client\id` | `result/datasource` | we defined a curated map clientId/Datasource if we found a match we create an _hostedBy Relation_          |
+| `isHostedBy/host`                      | `\attributes\relationships\client\id` | `ResearchProduct/Datasource` | we defined a curated map clientId/Datasource if we found a match we create an _hostedBy Relation_          |
-| `isRelatedTo`                          | `\attribute\relatedIdentifiers`       | `result/result`     | we create relationships whenever the pid of the target is resolved on the Research Graph                   |
+| `isRelatedTo`                          | `\attribute\relatedIdentifiers`       | `ResearchProduct/ResearchProduct`     | we create relationships whenever the pid of the target is resolved on the Research Graph                   |
 
 

docs/graph-production-workflow/aggregation/non-compatible-sources/doiboost.md

@@ -10,7 +10,7 @@ Each Crossref record is enriched with:
 * the following information from MAG:
     * abstracts
     * MAG identifiers of authors
-    * affiliation (result - organization) relationships
+    * affiliation (research product - organization) relationships
     * subjects (MAG FieldsOfStudy)
     * conference or journal information
 
@@ -66,13 +66,13 @@ Records in Crossref are ruled out according to the following criteria
         * `10.7554/elife.21052.049`
         * `10.1371/journal.pcbi.1005379.s006`
 
-Records with `type=dataset` are mapped into OpenAIRE results of type dataset. All others are mapped as OpenAIRE results of type publication.
+Records with `type=dataset` are mapped into OpenAIRE research products of type dataset. All others are mapped as OpenAIRE research products of type publication.
 
 ### Mapping Crossref properties into the OpenAIRE Graph
 
-Properties in OpenAIRE results are set based on the logic described in the following table:
+Properties in OpenAIRE research products are set based on the logic described in the following table:
 
-| OpenAIRE Result field path             | Crossref path(s)                                                   | Notes                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           |
+| OpenAIRE Research Product field path             | Crossref path(s)                                                   | Notes                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           |
 |----------------------------------------|--------------------------------------------------------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
 | `id`                                   | `doi`                                                              | id in the form `doi_________::md5(doi)`                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         |
 | `dateofcollection`                     | `indexed.datetime`                                                 |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |
@@ -119,7 +119,7 @@ Properties in OpenAIRE results are set based on the logic described in the follo
 | `instance.pid.value`                   | `doi`                                                              | The doi is normalised and lower-cased                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           |
 | `instance.publicationdate`             | `issued.datetime` or, if not available, `created.datetime`         |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |
 | `instance.refereed`                    |                                                                    | set to `peerReviewed` only if `relation.has-review.id` is not empty, `UNKNOWN` otherwise.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       |
-| `instance.type`                        | `subtype`                                                          | mapped using the [OpenAIRE vocabulary for result typologies](https://api.openaire.eu/vocabularies/dnet:result_typologies)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       |
+| `instance.type`                        | `subtype`                                                          | mapped using the [OpenAIRE vocabulary for research products typologies](https://api.openaire.eu/vocabularies/dnet:result_typologies)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       |
 | `instance.url`                         | `doi`                                                              | Full URL of the DOI                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             |
 
 All other fields of the Json schema not mentioned in the table contain empty values.
@@ -133,7 +133,7 @@ Possible improvements:
 
 ### Map Crossref links to projects/funders
 
-Links to funding available in Crossref are mapped as funding relationships (`result -- isProducedBy -- project`) applying the following mapping:
+Links to funding available in Crossref are mapped as funding relationships (`ResearchProduct -- isProducedBy -- Project`) applying the following mapping:
 
 | Funder                                                                                                                                                                                       | Grant code                                                                               | Link to                                                                                                                                             |
 |----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|------------------------------------------------------------------------------------------|-----------------------------------------------------------------------------------------------------------------------------------------------------|
@@ -166,9 +166,9 @@ The fields we consider from UnpayWall are:
 * `best_oa_location`
 * `oa_status`
 
-The results of Crossref that intersect by DOI with UnpayWall records are enriched with one additional `instance` with the following properties:
+The records of Crossref that intersect by DOI with UnpayWall records are enriched with one additional `instance` with the following properties:
 
-| OpenAIRE Result field path             | Unpaywall field path       | Notes                                                                                                                                                                  |
+| OpenAIRE Research Product field path             | Unpaywall field path       | Notes                                                                                                                                                                  |
 |----------------------------------------|----------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
 | `instance`                             |                            | created only if `is_oa` and a `best_oa_location` is available                                                                                                          |
 | `instance.accessright`                 |                            | default value `Open Access`: we do not add instances if UnpayWall says there is no open version                                                                        |

docs/graph-production-workflow/aggregation/non-compatible-sources/ebi.md

@@ -74,7 +74,7 @@ We filter all the target links with pid type **ena**, **pdb** or **uniprot**
 For each target we construct a Bioentity with the following mapping
 
 
-| OpenAIRE Result field path  | EBI record field xpath                                   | Notes                                                         |
+| OpenAIRE Research Product field path  | EBI record field xpath                                   | Notes                                                         |
 |-----------------------------|----------------------------------------------------------|---------------------------------------------------------------|
 | `id`                        | `target/identifier/ID` and  `target/identifier/IDScheme` | id in the form `SCHEMA_________::md5(pid)`                    |
 | `pid`                       | `target/identifier/ID` and  `target/identifier/IDScheme` | `classid = classname = schema`                                |
@@ -91,4 +91,4 @@ For each target we construct a Bioentity with the following mapping
 ### Relation Mapping
 | OpenAIRE Relation Semantic and inverse | Source/Target type  | Notes                                                                    |
 |----------------------------------------|---------------------|--------------------------------------------------------------------------|
-| `IsRelatedTo`                          | `result/result`     | we create relationships between the BioEntity and the pubmed publication |
+| `IsRelatedTo`                          | `ResearchProduct/ResearchProduct`     | we create relationships between the BioEntity and the pubmed publication |

docs/graph-production-workflow/aggregation/non-compatible-sources/mag.md

@@ -0,0 +1,69 @@
+# Microsoft Academic Graph
+
+## Data acquisition
+The Microsoft Academic Graph dataset is generated from the latest released version of the graph, 06-12-2021.
+
+### Changes from the previous version
+
+* New workflow: MAG is no longer created within the DOIBoost process. Now, a new workflow normalizes the various MAG tables into a single table, from which the action set is generated.
+* MAG discontinued: It is important to note that MAG has been finished. Therefore, normalization only occurs once data is imported from a complete dump of MAG.
+
+
+## Process
+
+The Microsoft Academic Graph (MAG) is a heterogeneous graph that contains scientific publication records, citation relationships between those publications, as well as authors, institutions, journals, conferences, and fields of study. The MAG schema is designed to capture the rich and complex relationships between these entities.
+
+The main node types in the MAG schema are:
+
+* `Paper`: Publications represent works of scientific research, such as articles, books, and book chapters.
+* `PaperAbstractsInvertedIndex`: used to map the paper abstracts
+* `Authors`: Authors represent the people who wrote the publications.
+Institutions: Institutions represent the organizations with which the authors are affiliated.
+* `Journals`: Journals represent the periodical series in which the publications are published.
+* `Conferences`: Conferences represent the academic meetings in which the publications are presented.
+
+The main edge types in the MAG schema are:
+
+* `Citation relationships`: Citation relationships connect citing publications to cited publications.
+* `Affiliation relationships`: Affiliation relationships connect authors to the institutions with which they are affiliated.
+
+### Preprocess
+
+In the first phase, a normalized table is defined containing all papers and associated relationships.
+
+### Mapping MAG properties into the OpenAIRE Graph
+
+Properties in OpenAIRE research products are set based on the logic described in the following table:
+
+| OpenAIRE Research Product field path  | MAG path(s) | Notes |
+|---------------------------------------|------------------|-------------|
+| `id`   |`PaperId`| id in the form `mag_________::md5(PaperId)`|
+| `instance.alternateIdentifier[@type = DOI]`   |`Doi` | DOI intersected with Crossref. Only MAG papers with a DOI present in Crossref are filtered|
+| `instance.instancetype`  | `DocType` |Using the **_dnet:result_typologies_** vocabulary, we look up the `DocType` synonym to  generate one of the following main entities: <ul><li>`publication`</li>  <li>`dataset`</li><li>`software`</li><li>`otherresearchproduct`</li></ul>|
+| `maintitle`   | `OriginalTitle`|  |
+| `publicationdate`   |`Year` | publication date if `Date` is not available|
+| `publicationdate`   | `Date`|  |
+| `publicationdate`   |`OnlineDate` | Date the article was put online |
+|  `publisher`  | `Publisher` |  |
+| `journal.name`   |`ConferenceName` |  |
+| `journal.issnPrinted`  | `JournalISSN` |  |
+| `journal.edition`  | `JournalPublisher` |  |
+|  `journal.ConferencePlace`  | `ConferenceLocation` |  |
+|  `journal.conferencedate`  | `ConferenceStartDate`, `ConferenceEndDate`| conference date as an append of conferencestartdate-conferenceenddate  |
+|  `journal.vol`  | `Volume` |  |
+|  `journal.iss`   | `Issue`|  |
+|  `journal.sp`   | `FirstPage` |  |
+|  `journal.ep`   | `LastPage` |  |
+|  `abstract`  | `Paper abstract` |  |
+|  **Author Mapping**  |  |  |
+| `author.fullname`   | `AuthorName` |  |
+|  `organization.legalname` | `AffiliationName` |  |
+|  `organization.id` | `AffiliationId` | id in the form `mag_________::md5(AffiliationId)` |
+|`organization.id` | `AffiliationId` | for each affiliation we generate an affiliation relation between paper and organization |
+| `author.pid[@type = mag]`  | `AuthorId` |  |
+| `author.rank`  | `AuthorSequenceNumber` |  |
+| `organization.pid`  | `GridId` |  |
+
+
+
+

docs/graph-production-workflow/aggregation/non-compatible-sources/orcid.md

@@ -0,0 +1,63 @@
+# Open Researcher and Contributor ID (ORCID)
+
+ORCID (Open Researcher and Contributor ID) is a non-profit organization that provides a unique identifier for researchers. ORCID iDs are used to connect researchers with their contributions, such as publications, grants, and affiliations.
+
+This document describes how OpenAIRE collects information about the researcher profiles and their works from the ORCID. 
+
+## Data acquisition
+
+The ORCID full dataset can be downloaded publicly from [Figshare](https://orcid.figshare.com/) and are described on the [ORCID website](https://support.orcid.org/hc/en-us/articles/360006897394-How-do-I-get-the-public-data-file).
+These datasets represented the initial import, whereas to keep up with the updates in the data a scheduled process retrieves the delta regularly.
+
+The ORCID dataset consists in different compressed files containing information about researchers in XML format. Once uncompressed, the information extracted from the XML records was used to populate the three tables described below.
+
+ORCID provides an API to get incremental updates, the parsed incremental data can be used to update the three tables with the latest changes.
+
+### OpenAIRE ORCID Data model
+
+- **Authors**: This table contains information about ORCID authors, including their ORCID ID, name, fullname, other names, employments, works, and ROAR IDs.
+- **Employments**: This table contains information about the employments of ORCID authors, including their ORCID ID, organization, start date, end date, and ROAR ID.
+- **Works**: This table contains information about the works of ORCID authors, including te paper PID and ORCID ID.
+
+**Authors**
+
+| Column name          | Type                                         |
+|----------------------|----------------------------------------------|
+| `biography`          | `string`                                     |
+| `creditName`         | `string`                                     |
+| `familyName`         | `string`                                     |
+| `givenName`          | `string`                                     |
+| `orcid`              | `string`                                     |
+| `otherNames`         | `array[string]`                              |
+| `otherPids`          | `array[struct[schema:string, value:string]]` |
+| `visibility`         | `string`                                     |
+| `lastModifiedDate`   | `string`                                     |
+
+
+**Employments**
+
+| Column name      | Type                                  |
+|------------------|---------------------------------------|
+| `affiliationId`  | `struct[schema:string, value:string]` |
+| `departmentName` | `string`                              |
+| `endDate`        | `string`                              |
+| `orcid`          | `string`                              |
+| `roleTitle`      | `string`                              |
+| `startDate`      | `string`                              |
+
+**Works**
+
+| Column name | Type                                         |
+|-------------|----------------------------------------------|
+| `orcid`     | `string`                                     |
+| `pids`      | `array[struct[schema:string, value:string]]` |
+| `title`     | `string`                                     |
+
+For a more extensive description of the different fields and the schema of the record model please refer to the [ORCID project on GitHub](https://github.com/ORCID/orcid-model).
+
+## Process
+
+The information obtained by ORCID is used to enrich the Graph, in particular to add the author identifiers to the results not providing one.
+This process is described in the [enrichment by PID](../../enrichment-by-pid/orcid-enrichment) section.
+
+

docs/graph-production-workflow/aggregation/non-compatible-sources/pubmed.md

@@ -14,7 +14,7 @@ Pubmed exposes an entry point FTP with all the updates for each one. [ftp baseli
 
 The table below describes the mapping from the XML baseline records to the OpenAIRE Graph dump format.
 
-| OpenAIRE Result field path     | PubMed record field xpath                                                                                                                     | Notes                                                                                                                                                                                                                                                 |
+| OpenAIRE Research Product field path     | PubMed record field xpath                                                                                                                     | Notes                                                                                                                                                                                                                                                 |
 |--------------------------------|-----------------------------------------------------------------------------------------------------------------------------------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
 | **Publication Mapping**        |                                                                                                                                               |                                                                                                                                                                                                                                                       |
 | `id`                           | `//PMID`                                                                                                                                      | id in the form `pmid_________::md5(pmid)`                                                                                                                                                                                                             |

docs/graph-production-workflow/aggregation/non-compatible-sources/uniprot.md

@@ -10,7 +10,7 @@ From this dataset, only the protein records linked to a PubMed publication are e
 The table below describes the mapping from the TEXT metadata format to the OpenAIRE Graph Dataset format.
 You can check an example of the text metadata [here](https://rest.uniprot.org/uniprotkb/A0A0C5B5G6.txt)
 
-| OpenAIRE Result field path   | FASTA record field xpath                                                 | Notes                                                                                    |
+| OpenAIRE Research Product field path   | FASTA record field xpath                                                 | Notes                                                                                    |
 |------------------------------|--------------------------------------------------------------------------|------------------------------------------------------------------------------------------|
 | **BIOEntity Mapping**        |                                                                          |                                                                                          |
 | `id`                         | `LINE Starts with AC`                                                    | id in the form `uniprot_____::md5(id)`                                                   |

docs/graph-production-workflow/cleaning.md

@@ -27,7 +27,7 @@ A vocabulary is a data structure that defines a list of terms, and for each term
             [...]
 ```
 
-Each vocabulary is typically used to control and harmonise the values available in a specific field characterising the bibliographic records. The example above provides a preview of the vocabulary used to clean the [result's instance typology](/data-model/entities/result#instance).
+Each vocabulary is typically used to control and harmonise the values available in a specific field characterising the bibliographic records. The example above provides a preview of the vocabulary used to clean the [research product's instance typology](../data-model/entities/research-product#instance).
 
 The content of the vocabularies can be accessed on [api.openaire.eu/vocabularies](https://api.openaire.eu/vocabularies/).
 

docs/graph-production-workflow/deduction-and-propagation/bulk-tagging.md

@@ -2,23 +2,23 @@
 
 The Deduction process (also known as “bulk tagging”) enriches each record with new information that can be derived from the existing property values.
 
-This process is used to associate results to community/research initiatives that are part of OpenAIRE. 
+This process is used to associate research products to community/research initiatives that are part of OpenAIRE. 
 As of November 2022, three procedures are in place to relate a research product to a research initiative, infrastructure (RI) or community (RC) based on:
 
-* subjects: it is possible to specify a list of subjects that are relevant for the RC/RI. Every time one of the subjects is found among the subjects of a result, the result is linked to the RC/RI.
+* subjects: it is possible to specify a list of subjects that are relevant for the RC/RI. Every time one of the subjects is found among the subjects of a research products, the research products is linked to the RC/RI.
 
 <p align="center">
     <img loading="lazy" alt="Bulktagging Subject" src={require('../../assets/img/enrichment/bulktagging_subject.png').default} width="50%" className="img_node_modules-@docusaurus-theme-classic-lib-theme-MDXComponents-Img-styles-module"/>
 </p>
 
 
-* data sources: it is possible to list a set of data sources relevant for the RC/RI. All the results collected from these data sources will be linked to the RC/RI
+* data sources: it is possible to list a set of data sources relevant for the RC/RI. All research products collected from these data sources will be linked to the RC/RI
 <p align="center">
     <img loading="lazy" alt="Bulktagging Data source" src={require('../../assets/img/enrichment/bulktagging_datasource.png').default} width="50%" className="img_node_modules-@docusaurus-theme-classic-lib-theme-MDXComponents-Img-styles-module"/>
 </p>
 
- When only some results collected from a datasource are relevant for the RC/RI, it is possible to specify a set of selection constraints (SC) that have to be verified before linking the result to the 
+When only some research products collected from a datasource are relevant for the RC/RI, it is possible to specify a set of selection constraints (SC) that have to be verified before linking the research product to the 
-community. The selection constraint has the form <strong>SC = S1 or S2 or ... or Sn</strong>. The generic Si has the form <strong>Si = s<sub>i1</sub> and s<sub>i2</sub> and ...and s<sub>in</sub></strong> and each s<sub>ij</sub> is a condition on a specific field of the result. The set of fields that can be specified is <strong>F={title, author, contributor, description, orcid}</strong>, 
+community. The selection constraint has the form <strong>SC = S1 or S2 or ... or Sn</strong>. The generic Si has the form <strong>Si = s<sub>i1</sub> and s<sub>i2</sub> and ...and s<sub>in</sub></strong> and each s<sub>ij</sub> is a condition on a specific field of the research product. The set of fields that can be specified is <strong>F={title, author, contributor, description, orcid}</strong>, 
 while the set of condition can be among <strong>V={contains, equals, not_contains, not_equals, contains_ignorecase, equals_ignorecase, not_contains_ignorecase, not_equal_ignorecase}</strong>, and the value is free text.
 A possible selection criteria can be: “All the products whose contributor contains DARIAH “
 

docs/graph-production-workflow/deduction-and-propagation/propagation.md

@@ -5,30 +5,30 @@ relationships and values between the involved entities
 
 As of November 2022, the following procedures are in place:
 
-* Country propagation: updates the property “country” of a results. This happens when the result is collected from an institutional datasource or when the datasource hosting the result is inserted in a whitelist. For all the results whose hosting datasource verifies one of the conditions above, the country of the organization providing the datasource is added to the country of the result: e.g. publication collected from an institutional repository maintained by an italian university will be enriched with the property “country = IT”.
+* Country propagation: updates the property “country” of a research product. This happens when the research product is collected from an institutional datasource or when the datasource hosting the research product is inserted in a whitelist. For all the research products whose hosting datasource verifies one of the conditions above, the country of the organization providing the datasource is added to the country of the research product: e.g. publication collected from an institutional repository maintained by an italian university will be enriched with the property “country = IT”.
 <p align="center">
     <img loading="lazy" alt="Country Propagation" src={require('../../assets/img/enrichment/propagation_country.png').default} width="50%" className="img_node_modules-@docusaurus-theme-classic-lib-theme-MDXComponents-Img-styles-module"/>
 </p>
 
-* Project propagation: adds a "isProducedBy" relationship (and its inverse) between a Project P and Result R1, if R1 has a strong semantic relationship with another Result R2 and P produces R2: e.g. publication linked to project P “is supplemented by” a dataset D. Dataset D will get the link to project P. The relationships considered for this procedure are “isSupplementedBy” and “isSupplementTo”.
+* Project propagation: adds a "isProducedBy" relationship (and its inverse) between a Project P and research product R1, if R1 has a strong semantic relationship with another research product R2 and P produces R2: e.g. publication linked to project P “is supplemented by” a dataset D. Dataset D will get the link to project P. The relationships considered for this procedure are “isSupplementedBy” and “isSupplementTo”.
 <p align="center">
     <img loading="lazy" alt="Project Propagation" src={require('../../assets/img/enrichment/propagation_resulttoproject.png').default} width="40%" className="img_node_modules-@docusaurus-theme-classic-lib-theme-MDXComponents-Img-styles-module"/>
 </p>
-* Result to RC/RI through organization propagation. The manager of the RC/RI can specify a set of organizations whose product are relevant for the 
+* Research product to RC/RI through organization propagation. The manager of the RC/RI can specify a set of organizations whose product are relevant for the 
 community.  
-Each result having such a relation of affiliation with at least one organization relevant for the RC/RI will be linked to it.
+Each research product having such a relation of affiliation with at least one organization relevant for the RC/RI will be linked to it.
 <p align="center">
-    <img loading="lazy" alt="Result to community through organization propagation" src={require('../../assets/img/enrichment/propagation_resulttocommunitythroughorganization.png').default} 
+    <img loading="lazy" alt="Research product to community through organization propagation" src={require('../../assets/img/enrichment/propagation_resulttocommunitythroughorganization.png').default} 
     width="50%" className="img_node_modules-@docusaurus-theme-classic-lib-theme-MDXComponents-Img-styles-module"/>
 </p>
 
-* Result to RC/RI through semantic relation: extends the set of products linked to a RC/RI by exploiting strong semantic relationships between the results;
+* Research product to RC/RI through semantic relation: extends the set of products linked to a RC/RI by exploiting strong semantic relationships between the research products;
-e.g. if a result R1 is associated to the community C and is supplemented by a result R2 then the result R2 will be linked to the community. The relationships considered for this procedure are “isSupplementedBy” and “supplements”.
+e.g. if a research product R1 is associated to the community C and is supplemented by a research product R2 then R2 will be linked to the community. The relationships considered for this procedure are “isSupplementedBy” and “supplements”.
 <p align="center">
-    <img loading="lazy" alt="Result to community through semantic relation propagation" src={require('../../assets/img/enrichment/propagation_resulttocommunitythroughsemrel.png').default} width="40%" className="img_node_modules-@docusaurus-theme-classic-lib-theme-MDXComponents-Img-styles-module"/>
+    <img loading="lazy" alt="Research product to community through semantic relation propagation" src={require('../../assets/img/enrichment/propagation_resulttocommunitythroughsemrel.png').default} width="40%" className="img_node_modules-@docusaurus-theme-classic-lib-theme-MDXComponents-Img-styles-module"/>
 </p>
-* ORCID identifiers to result through semantic relation. This propagation enriches the results by adding ORCID identifiers to authors. The added ORCID will be marked as "potential" since they have been inserted through propagation. 
+* ORCID identifiers to research product through semantic relation. This propagation enriches the research products by adding ORCID identifiers to authors. The added ORCID will be marked as "potential" since they have been inserted through propagation. 
-The process considers the set of overlapping authors between results (R1 and R2) linked with a strong semantic relationship (IsSupplementedBy, IsSupplementTo). 
+The process considers the set of overlapping authors between research products (R1 and R2) linked with a strong semantic relationship (IsSupplementedBy, IsSupplementTo). 
 For each author A in the overlapping set, if R1 provides the ORCID value for A and R2 does not, then the author A in R2 will be enriched with the information of the ORCID found in R1.
 
 <p align="center">
@@ -36,14 +36,14 @@ For each author A in the overlapping set, if R1 provides the ORCID value for A a
 </p>
 
 * affiliation to organization through institutional repository. This propagation adds one "hasAuthorInstitution" relationship (and its inverse) 
-between a Result R and Organization O, 
+between a research product R and Organization O, 
 if R was collected from a datasource D with type institutional repository, and D was provided by O. 
 <p align="center">
     <img loading="lazy" alt="Affiliation propagation through institutional repository" src={require('../../assets/img/enrichment/propagation_affiliationistrepo.png').default} width="40%" className="img_node_modules-@docusaurus-theme-classic-lib-theme-MDXComponents-Img-styles-module"/>
 </p>
 
 * affiliation to organization through semantic relation. This propagation adds one "hasAuthorInstitution" relationship (and its inverse) between a 
-Result R and an Organization O, 
+research product R and an Organization O, 
 if R has an affiliation relation with an organization O1 that is in relation "isChildOf" with O.
 
 <p align="center">

docs/graph-production-workflow/deduplication/deduplication.md

@@ -2,9 +2,9 @@
 
 The OpenAIRE Graph is populated by aggregating metadata records from distinct data sources whose content typically overlaps. For example, the collection of article metadata records from publisher' archives (e.g. Frontiers, Elsevier, Copernicus) and from pre-print platforms (e.g. ArXiv.org, UKPubMed, BioarXiv.org). In order to support monitoring of science, the OpenAIRE Graph implements record deduplication and merge strategies, in such a way the scientific production can be consistently statistically represented. Such strategies reflect the following intuition behind OpenAIRE monitoring: "Two metadata records are equivalent when they describe the same research product, hence they feature compatible resource types, have the same title, the same authors, or, alternatively, the same PID". Finally, groups of duplicates can be whitelisted or blacklisted, in order to manually refine the quality of this strategy. 
 
-It should be noticed that publication dates do not make a difference, as different versions of the same product can be published at different times; e.g. the pre-print and a published version of a scientific article, which should be counted as one object; abstracts, subjects, and other possible related fields, are not used to strenghten similarity, due to their heterogeneity or absence across different data sources. Moreover, even when two products are indicated as one a new version of the other, the presence of different authors will not bring them into the same group, to avoid unfair distribution of scientific reward. 
+It should be noticed that publication dates do not make a difference, as different versions of the same product can be published at different times; e.g. the pre-print and a published version of a scientific article, which should be counted as one object; abstracts, subjects, and other possible related fields, are not used to strengthen similarity, due to their heterogeneity or absence across different data sources. Moreover, even when two products are indicated as one a new version of the other, the presence of different authors will not bring them into the same group, to avoid unfair distribution of scientific reward.
 
-Groups of duplicates are finally merged into a new "dedup" record that embeds all properties of the merged records and carries provenance information about the data sources and the relative "instances", i.e. manifestations of the products, together with their resource type, access rights, and publishing date.
+Groups of duplicates are finally merged into a new "representative record", having its own id, embedding properties of the merged records and carrying provenance information about the data sources and the relative "instances", i.e. manifestations of the products, together with their resource type, access rights, and publishing date.
 
 ## Methodology overview
 
@@ -37,7 +37,7 @@ To further limit the number of comparisons, a sliding window mechanism is used:
 
 ### Duplicates grouping (transitive closure)
 
-Once the similarity relations between pairs of records are drawn, the groups of equivalent records are obtained (transitive closure, i.e. “mesh”). From such sets a new representative object is obtained, which inherits all properties from the merged records and keeps track of their provenance. 
+Once the similarity relations between pairs of records are drawn, the groups of equivalent records are obtained (transitive closure, i.e. “mesh”). From such sets a new **representative record** is obtained, which inherits properties from the merged records and keeps track of their provenance.
 
 ### Relation redistribution
 

docs/graph-production-workflow/deduplication/research-products.md

@@ -2,36 +2,104 @@
 sidebar_position: 1
 ---
 
-# Research results
+# Research products
 
-Duplicates among research results are identified among results of the same type (publications, datasets, software, other research products). If two duplicate results are aggregated one as a dataset and one as a software, for example, they will never be compared and they will never be identified as duplicates.
+Duplicates among research products are identified among results of the same
-OpenAIRE supports different deduplication strategies based on the type of results.
+type (publications, datasets, software, other research products). If two
+duplicate research products are aggregated one as a dataset and one as a
+software, for example, they will never be compared and they will never be
+identified as duplicates.
+OpenAIRE supports different deduplication strategies based on the type of
+results.
 
-The next sections describe how each stage of the deduplication workflow is faced for research results.
+The next sections describe how each stage of the deduplication workflow is faced
+for research products.
 
 ### Candidate identification (clustering)
 
-To match the requirements of limiting the number of comparisons, OpenAIRE clustering for research products works with two functions:
+To match the requirements of limiting the number of comparisons, OpenAIRE
-* *DOI-based function*: the function generates the DOI when this is provided as part of the record properties;
+clustering for research products works with two different strategies based on
-* *Title-based function*: the function generates a key that depends on (i) number of significant words in the title (normalized, stemming, etc.), (ii) module 10 of the number of characters of such words, and (iii) a string obtained as an alternation of the function prefix(3) and suffix(3) (and vice versa) on the first 3 words (2 words if the title only has 2). For example, the title ``Search for the Standard Model Higgs Boson`` becomes ``search standard model higgs boson`` with two keys key ``5-3-seaardmod`` and ``5-3-rchstadel``.
+entity types:
 
-To give an idea, this configuration generates around 77Mi blocks, which we limited to 200 records each (only 15K blocks are affected by the cut), and entails 260Bi matches.
+#### Software
+
+* *Title extraction functions*:
+  two clustering functions are applied to the title (normalized, stemming, etc.)
+    * *stats and suffix prefix of words*: the function generates a key that
+      depends on (i) number of significant words in the title, (ii) module 10 of
+      the number of characters of such words, and (iii) a
+      string
+      obtained as an alternation of the function prefix(3) and suffix(3) (and
+      vice-versa) on the first 3 words (2 words if the title only has 2). For
+      example, the title ``Search for the Standard Model Higgs Boson``
+      becomes the two keys ``5-3-seaardmod`` and ``5-3-rchstadel``
+    * *n-grams*: the function generates ngrams from the
+      title. For example, the
+      title ``Search for the Standard Model Higgs Boson``
+      becomes the keys ``tan``, ``sta``, ``ode``, ``mod``, ``ear``, ``hig``,
+      ``igg``, ``sea``
+* *DOI extraction function*: the function generates the DOI when this is
+  provided as part of the record properties
+* *URL extraction function*: the function generates the hostname part provided
+  by the URL of the software, if any
+
+#### Publication, Dataset and Other Research Product
+
+* *PID extraction function*: the function generates the PIDs when at least one
+  is provided as part of the ``pid`` record properties
+* *Author and Title extraction function*: the function generates a key that
+  depends on (i) the number of authors of the product, with a cap of 21
+  authors (ii) number of significant words in the title (normalized, stemming,
+  etc.), divided by 10, and (iii) a string obtained as an alternation of the
+  function prefix(3) and suffix(3) (and vice versa) on the first 3 words (2
+  words if the title only has 2).
+  <br />
+  For example, a product composed by 197 authors and
+  titled ``Search for the Standard Model Higgs Boson``
+  becomes the two keys ``21-0-seaardmod`` and ``21-0-rchstadel``
 
 ### Duplicates identification (pair-wise comparisons)
 
-Comparisons in a block are performed using a *sliding window* set to 50 records. The records are sorted lexicographically on a normalized version of their titles. The 1st record is compared against all the 50 following ones using the decision tree, then the second, etc. for an NlogN complexity.
+Comparisons in a block are performed using a *sliding window* set to 50 records.
-A different decision tree is adopted depending on the type of the entity being processed. 
+The records are sorted lexicographically on the normalized version of their
-Similarity relations drawn in this stage will be consequently used to perform the duplicates grouping.
+titles. The 1st record is compared against all the 50 following ones using the
+decision tree, then the second, etc.
+Local information about matching records is kept and possibly used to prune
+unneeded comparisons, for example once it is known that A equals to both B and
+C, B will not be compared against C because the A,B,C group will be anyway
+discovered by the global transitive closure step later.
+<br />
+A different decision tree is adopted depending on the type of the entity being
+processed.
+Similarity relations drawn in this stage will be consequently used to perform
+the duplicates grouping.
 
 #### Publications
 
-For each pair of publications in a cluster the following strategy (depicted in the figure below) is applied.
+For each pair of publications in a cluster the following strategy (depicted in
+the figure below) is applied.
 The comparison goes through different stages:
-1. *trusted pids check*: comparison of the trusted pid lists (in the `pid` field of the record). If at least 1 pid is equivalent, records match and the similarity relation is drawn.
+
-2. *instance type check*: comparison of the instance types (indicating the subtype of the record, i.e. presentation, conference object, etc.). If the instance types are not compatible then the records does not match. Otherwise, the comparison proceeds to the next stage
+1. *trusted pids check*: comparison of the trusted pid lists (in the `pid` field
-3. *untrusted pids check*: comparison of all the available pids (in the `pid` and the `alternateid` fields of the record). In every case, no similarity relation is drawn in this stage. If at least one pid is equivalent, the next stage will be a  *soft check*, otherwise the next stage is a *strong check*.
+   of the record). If at least 1 pid is equivalent, records match and the
-4. *soft check*: comparison of the record titles with the Levenshtein distance. If the distance measure is above 0.9 then the similarity relation is drawn.
+   similarity relation is drawn.
-5. *strong check*: comparison composed by three substages involving the (i) comparison of the author list sizes and the version of the record to determine if they are coherent, (ii) comparison of the record titles with the Levenshtein distance to determine if it is higher than 0.99, (iii) "smart" comparison of the author lists to check if common authors are more than 60%.
+2. *instance type check*: comparison of the instance types (indicating the
+   subtype of the record, i.e. presentation, conference object, etc.). If the
+   instance types are not compatible then the records does not match. Otherwise,
+   the comparison proceeds to the next stage
+3. *untrusted pids check*: comparison of all the available pids (in the `pid`
+   and the `alternateid` fields of the record). In every case, no similarity
+   relation is drawn in this stage. If at least one pid is equivalent, the next
+   stage will be a  *soft check*, otherwise the next stage is a *strong check*.
+4. *soft check*: comparison of the record titles with the Levenshtein distance.
+   If the distance measure is above 0.9 then the similarity relation is drawn.
+5. *strong check*: comparison composed by three substages involving the (i)
+   comparison of the author list sizes and the version of the record to
+   determine if they are coherent, (ii) comparison of the record titles with the
+   Levenshtein distance to determine if it is higher than 0.95, (iii) "smart"
+   comparison of the author lists to check if common authors are more than 60%
+   in case of titles whose length is greater than 30 chars or more than 90%
+   otherwise.
 
 <p align="center">
     <img loading="lazy" alt="Publications Decision Tree" src={require('../../assets/img/decisiontree-publication.png').default} width="100%" className="img_node_modules-@docusaurus-theme-classic-lib-theme-MDXComponents-Img-styles-module"/>
@@ -39,22 +107,14 @@ The comparison goes through different stages:
 
 [//]: # (Link to the image: https://docs.google.com/drawings/d/19SIilTp1vukw6STMZuPMdc0pv0ODYCiOxP7OU3iPWK8/edit?usp=sharing)
 
-#### Software
-For each pair of software in a cluster the following strategy (depicted in the figure below) is applied.
-The comparison goes through different stages:
-1. *pids check*: comparison of the pids in the records. No similarity relation is drawn in this stage, it is only used to establish the final threshold to be used to compare record titles. If there is at least one common pid, then the next stage is a *soft check*. Otherwise, the next stage is a *strong check*
-2. *soft check*: comparison of the record titles with Levenshtein distance. If the measure is above 0.9, then the similarity relation is drawn
-3. *strong check*: comparison of the record titles with Levenshtein distance. If the measure is above 0.99, then the similarity relation is drawn
-
-<p align="center">
-    <img loading="lazy" alt="Software Decision Tree" src={require('../../assets/img/decisiontree-software.png').default} width="85%" className="img_node_modules-@docusaurus-theme-classic-lib-theme-MDXComponents-Img-styles-module"/>
-</p>
-
-[//]: # (Link to the image: https://docs.google.com/drawings/d/19gd1-GTOEEo6awMObGRkYFhpAlO_38mfbDFFX0HAkuo/edit?usp=sharing)
-
 #### Datasets and Other types of research products
-For each pair of datasets or other types of research products in a cluster the strategy depicted in the figure below is applied.
+
-The decision tree is almost identical to the publication decision tree, with the only exception of the *instance type check* stage. Since such type of record does not have a relatable instance type, the check is not performed and the decision tree node is skipped.
+For each pair of datasets or other types of research products in a cluster the
+strategy depicted in the figure below is applied.
+The decision tree is almost identical to the publication decision tree, with the
+only exception of the *instance type check* stage. Since such type of record
+does not have a relatable instance type, the check is not performed and the
+decision tree node is skipped.
 
 <p align="center">
     <img loading="lazy" alt="Dataset and Other types of research products Decision Tree" src={require('../../assets/img/decisiontree-dataset-orp.png').default} width="90%" className="img_node_modules-@docusaurus-theme-classic-lib-theme-MDXComponents-Img-styles-module"/>
@@ -62,8 +122,112 @@ The decision tree is almost identical to the publication decision tree, with the
 
 [//]: # (Link to the image: https://docs.google.com/drawings/d/1uBa7Bw2KwBRDUYIfyRr_Keol7UOeyvMNN7MPXYLg4qw/edit?usp=sharing)
 
-### Duplicates grouping (transitive closure)
+#### Software
 
-The general concept is that the field coming from the record with higher "trust" value is used as reference for the field of the representative record.
+For each pair of software in a cluster the following strategy (depicted in the
+figure below) is applied.
+The comparison goes through different stages:
 
-The IDs of the representative records are obtained by appending the prefix ``dedup_`` to the MD5 of the first ID (given their lexicographical ordering). If the group of merged records contains a trusted ID (i.e. the DOI), also the ``doi`` keyword is added to the prefix.
+1. *DOI pids and URLs check*: comparison of the pids of type DOI and URLs in the
+   records. If at least 1 DOI is equivalent or 1 URL is equivalent, then records
+   match and the similarity relation is drawn
+2. *title check*: comparison of the record titles with Levenshtein distance,
+   excluding versioning information.
+   If the distance is below 0.95 then the records does not match. Otherwise, the
+   comparison proceeds to the next stage
+3. *untrusted DOI check*: comparison of all the available DOIs (in the `pid` and
+   the `alternateid` fields of the record). If at least 1 DOI is equivalent,
+   records match and the similarity relation is drawn
+4. *authors check*: "smart" comparison of the author lists to check if the two
+   products share all authors
+
+<p align="center">
+    <img loading="lazy" alt="Software Decision Tree" src={require('../../assets/img/decisiontree-software.png').default} width="85%" className="img_node_modules-@docusaurus-theme-classic-lib-theme-MDXComponents-Img-styles-module"/>
+</p>
+
+[//]: # (Link to the image: https://docs.google.com/drawings/d/19gd1-GTOEEo6awMObGRkYFhpAlO_38mfbDFFX0HAkuo/edit?usp=sharing)
+
+### Duplicates grouping
+
+The aim of the final stage is the creation of records that group all the
+equivalent entities discovered pairwise by the previous step. This is done in
+multiple phases.
+
+#### Transitive closure
+
+As the concluding step of duplicate identification, a transitive closure is
+performed against similarity relations to identify complete groups of duplicated
+records (cliques). If a group exceeds 200 elements, only the first 200 elements
+are included in the group, while the remaining elements are kept ungrouped.
+
+#### Selection of the pivot record
+
+Each group of duplicate records needs to be identified in the final graph with
+an OpenAIRE identifier, derived from a record of the group known as the _pivot
+record_. It is determined after sorting the group of duplicate records by the 
+following criteria:
+
+1. Records previously chosen as pivot records in the graph's previous
+   generations.
+2. Records with identifiers from a [PID authority](/data-model/pids-and-identifiers#pid-authorities).
+3. Publications from CrossRef or datasets from DataCite.
+4. Records with an earlier date of acceptance.
+5. Records with smaller IDs in lexicographical order.
+
+The first sorting criterion is possible because a state table, called "pivot
+history", is maintained across graph generations. It keeps track of which
+records were used as pivot records in what graph, guaranteed to retain data for
+the last 12 months.
+
+#### Creation of representative records
+
+The representative record, also known as the "dedup record", replaces the group
+of deduplicated records in the graph.
+
+##### OpenAIRE identifier of the representative record
+
+The OpenAIRE identifier of the representative record is generated based on the
+identifier of the record chosen as the pivot of the group:
+
+- if the pivot record comes from a "PID authority", the identifier of the
+  representative record is the same, but the "PID Type Prefix" part of the
+  identifier is modified to append ``_dedup``.<br/>
+  For example ```doi_________::d5021b53204e4fdeab6ff5d5bc468032``` will
+  become ```doi_dedup___::d5021b53204e4fdeab6ff5d5bc468032```
+- otherwise the "PID Type Prefix" part will be set to the fixed value
+  ``dedup_wf_002``, and the following hash will be calculated as the MD5 hash of
+  the entire raw id of the pivot record.<br/>
+  For example ``DansKnawCris::0829b5191605bdbea36d6502b8c1ce1g`` will
+  become ``dedup_wf_002::345e5d1b80537b0d0e0a49241ae9e516``
+
+##### Content of the representative record
+
+The representative records inherits properties from the records it merges
+and tracks their provenance. Whenever possible, it preserves all data from the
+merged records, such as the ``instance`` field. In cases where a specific value
+must be chosen, the most representative one is selected. For example, for the
+"dateofacceptance" field, the earliest value is chosen.
+
+##### Merged and singleton representative record
+
+Changes in metadata content or graph construction may lead to cases where
+representative records disappear from the graph:
+
+1. When two or more representative records are merged into one representative
+   record. Put it other terms this happens when a group of duplicated records
+   contains multiple records formerly used as pivot record.
+2. When a record chosen as a pivot record leaves its group and remains alone.
+3. When a record chosen as a pivot record is no longer published by its data
+   source (deletion of the metadata record).
+
+To address these cases, the pivot history table ensures the visibility of
+disappearing representative records for the first two cases. Specifically:
+
+1. In the case of merged representative records, the new representative record
+   and the ones that would be lost are generated and linked as part of the new
+   representative record.
+2. In the case of a record no longer serving as a pivot, a representative record
+   is generated and linked only with that record.
+
+This approach ensures that users can access representative records that would
+otherwise be lost.

docs/graph-production-workflow/enrichment-by-mining/affiliation_matching.md

@@ -4,9 +4,14 @@ sidebar_position: 1
 
 # Affiliation matching
 
-***Short description:*** The goal of the affiliation matching module is to match affiliations extracted from the pdf and xml documents with organizations from the OpenAIRE organization database.
+***Short description:***  The goal of the affiliation matching module is to match affiliation strings (identified in full-text PDFs or in scholarly databases, such as Crossref) with persistent organization identifiers (e.g., ROR identifiers). 
+Depending on the data source, we currently employ two distinct methodologies:
 
-***Algorithmic details:***
+- The [first](#algorithmic-details-of-the-first-method) method revolves around affiliations extracted from PDF and XML documents, which are subsequently matched with organizations within the OpenAIRE database.
+- The [second](#algorithmic-details-of-the-second-method) concerns affiliations retrieved from platforms such as Crossref, PubMed, and Datacite, and are matched to organizations of the ROR database. 
+
+
+## Algorithmic details of the first method
 
 *The buckets concept*
 
@@ -55,3 +60,48 @@ Java, Spark
 ***References:*** -
 
 ***Authority:*** ICM • ***License:*** AGPL-3.0 • ***Code:*** [CoAnSys/affiliation-organization-matching](https://github.com/CeON/CoAnSys/tree/master/affiliation-organization-matching)
+
+
+## Algorithmic details of the second method
+
+*Categorization*
+
+The affiliations' strings are imported and undergo cleaning, tokenization, and removal of stopwords. Similar to the “buckets concept”  of the first method, the goal is to split the affiliation strings, as well as the ROR organizations, into coherent groups. To achieve this, data preprocessing has already been conducted on ROR's data, involving the analysis of word frequency ('keywords') within the legal names of ROR's organizations to define specific categories. These categories include universities and institutes, laboratories, hospitals, companies, museums, governments, foundation, and rest organizations. ROR's organizations have subsequently been assigned to these categories based on their legal names. The algorithm employs a similar approach to categorize affiliations into these same groups.
+
+*String Shortening*
+
+The objective is to extract pertinent details from each affiliation string. The algorithm divides the string whenever a comma (,) or semicolon (;) is detected. It then applies specific 'rules' to these segments and retains only those containing relevant keywords. Additionally, it trims down the segments by preserving words in proximity to particular keywords like "university," "institute," "laboratory," or "hospital." As a result, the average string length is reduced from 90 to 35 characters.
+
+*Matching with ROR's Database*
+
+The algorithm checks whether a substring containing a keyword is linked to a legal name or to an alternative name in the organizations listed in the ROR's database. In order to identify the most accurate match, the algorithm employs cosine similarity.. Although alternative methods like Levenshtein Distance or Jaro-Winkler Distance were considered for measuring string similarity, it was concluded that cosine similarity was the most appropriate choice for this specific application.
+
+*Refinement*
+
+If multiple matches are found above the desired similarity thresholds, the algorithm performs another check. It applies cosine similarity between the organizations found in the ROR's database and the original affiliation string. This comparison takes into account additional information present in the original affiliation, such as addresses or city names. The algorithm aims to identify the best fit among the potential matches. Note that the case where two or more different organizations share the same name is also considered.
+
+***Parameters:***
+
+* input
+	* source of affiliations: JSON Crossref or XML Pubmed or Parquet DataCite files.
+
+	* organizations: [dix_acad.pkl](https://github.com/openaire/affro/blob/main/dictionaries/dix_acad.pkl), [dix_mult](https://github.com/openaire/affro/blob/main/dictionaries/dix_mult.pkl), [dix_city](https://github.com/openaire/affro/blob/main/dictionaries/dix_city.pkl), [dix_country](https://github.com/openaire/affro/blob/main/dictionaries/dix_country.pkl)  (four pickled dictionaries with keys legalnames and alternativenames of organizations in the ROR database.)
+
+	* similarity thresholds: simU for universities, simG for other organizations (default values are simU = 0.64, simG = 0.87).
+    cument-organization pairs which are used as a hint for matching affiliations
+    
+* output
+	* JSON file with ROR ids of organizations and corresponding similarity scores for each DOI.  
+    
+    
+***Limitations:*** -
+
+***Environment:*** 
+Python
+
+***References:*** -
+
+***Authority:*** OpenAIRE • ***License:*** AGPL-3.0   • ***Code:*** [AffRo](https://github.com/openaire/affro)
+
+
+

docs/graph-production-workflow/enrichment-by-pid/enrichment-by-pid.md

@@ -0,0 +1,8 @@
+import DocCardList from '@theme/DocCardList';
+
+
+# Enrichment by PID
+
+
+
+<DocCardList></DocCardList>

docs/graph-production-workflow/enrichment-by-pid/orcid-enrichment.md

@@ -0,0 +1,135 @@
+# Enrichment from ORCID
+
+OpenAIRE enhances publication metadata by incorporating author information from ORCID. This involves adding persistent 
+identifiers to authors and leveraging ORCID data to improve author disambiguation.
+
+## How does the enrichment work?
+
+The following steps outline how ORCID information is integrated into the OpenAIRE Graph:
+
+### Extracting Author and Work Information and creating ORCID-Work pairs
+OpenAIRE extracts the following from ORCID profiles:
+* Author information: ORCID, family name, given name, other names, credit name
+* Work information: Persistent identifiers (DOI, PMC, PMID, arXiv, handle)
+
+For each work identified by a persistent identifier (PID), a pair is created linking the ORCID to the work PID. For
+example, if an ORCID profile (orcid1) has a DOI (doi1) and a PMC (pmc1) associated with it, the following pairs are generated:
+- P1: `<orcid1, doi1>`
+- P2: `<orcid1, pmc1>`
+
+### Grouping by work persistent identifier
+ORCID-Work pairs are grouped by the work's persistent identifier to identify multiple authors contributing to the same work. 
+Two ORCIDs (orcid1 and orcid2) associated with the same DOI (doi1), result in structures like:
+* `<doi1, [orcid1, orcid2]>`
+
+**Note:**
+* The term "orcidx" refers to a structure containing the ORCID identifier along with the author's name information
+(family name, given name, other names, and credit name) as extracted from the ORCID profile. 
+* The term "doix" refer to a structure
+containing the schema and value of the persistent identifier. In case of the example "doix" : <"doi","10....">
+
+### Matching with the Graph result and enriching the author metadata
+For each persistent identifier pair, OpenAIRE searches for a corresponding result in the Graph based on the pair's
+schema and value. Once a match is found, OpenAIRE attempts to identify the corresponding authors within the result by
+comparing them to the authors listed in the ORCID profile. This process employs an Algorithm called *author name disambiguation*
+to establish the correct matches. Successful matches allow OpenAIRE to enrich the result's author information with the
+ORCID identifier from the profile.
+
+### Author name disambiguation algorithm
+The process involves comparing authors from two sets: those extracted from the graph (graph authors) and those derived 
+from ORCID profiles (ORCID authors) that share the same persistent identifier pair.
+For each graph author, the algorithm iterates through the following matching strategies, ordered by decreasing confidence:
+- Exact fullname match: If the full name of a graph author exactly matches the full name (constructed by concatenating the author given name and family name) of one author in the ORCID list, a match is found.
+- Exact reversed fullname match: Similar to the previous strategy, but the ORCID full name is constructed by concatenating family name and given name.
+- Ordered token match: Author names are tokenized into individual words. These tokens are then ordered and compared for matches or abbreviations. This strategy is applied to names with at least two words and such that the name word difference is two or less. This strategy allow for variability in the name. (some examples will be provided in the following)
+- Exact match of ORCID credit name: If the graph author's full name matches an ORCID author's credit name, a match is considered.
+- Exact match of ORCID other names: The graph author's full name is compared to each other name listed in the ORCID profile.
+
+Upon identifying a match, the graph author's information is enriched with the corresponding ORCID data, and the matched 
+ORCID author is removed from the comparison list. This process continues until no further matches can be found.
+
+By applying this multi-faceted approach, OpenAIRE aims to maximize the accuracy of author identification and linking.
+
+#### Author name disambiguation example
+Consider the following author lists
+- Graph List: Robert Stein, Sjoert van Velzen, Marek Kowalski, Anna Franckowiak, James C. A. Miller-Jones, Sara Frederick, Itai Sfaradi, Assaf Horesh, Albert Kong, Ryan Foley
+- Orcid List: Marek Kowalski, Itai Sfaradi, James Carl Miller-Jones, Assaf Horesh, Kong Albert, Ryan Foley
+
+The graph list contains the full names of the authors as found in the metadata. Any potential ambiguities in splitting names into components (like first name and last name) are addressed by the first three steps.
+The ORCID list names are expressed as the concatenation of the given name and the family name as provided in the ORCID profile
+(i.e. "Kong Alber => Kong is given name and Albert is family name in the ORCID profile) For simplicity, other names and credit names are excluded from this list, since the corresponding strategies can be assimilated to an exact match comparison.
+
+Algorithm Application
+
+First of all the *Exact fullname match* strategy is applied.
+Each graph author's full name is compared to every full name in the ORCID list until a match is found. A full name in the
+ORCID list is constructed by concatenating the given name and family name in the order provided.
+If an exact match is found, the ORCID identifier is used to enrich the corresponding graph's author record, and the ORCID author
+is removed from the list for subsequent comparisons.
+By applying this strategy we can find a match for Marek Kowalski, Itai Sfaradi, Assaf Horesh, Ryan Foley
+
+Then the *Exact reverse fullname match* strategy is applied on the graph and orcid list that have not been match in the previous step:
+- Graph List: Robert Stein, Sjoert van Velzen, Anna Franckowiak, James C. A. Miller-Jones, Sara Frederick, Albert Kong
+- Orcid List: James Carl Miller-Jones, Kong Albert
+
+The process is similar to step one, but the ORCID fullname is constructed by reversing the order of given name and family name.
+This step accommodates variation in name formatting. As before if an exact match is found, the ORCID identifier is used to update the metadata of the
+graph author, and the ORCID author is removed from the list for subsequent comparisons. With this strategy we can find a match for
+Albert Kong.
+
+The third step is the application of the *Oredered token match* strategy to the remaining authors to be matched. Before going to see 
+a running example, let us describe how the strategy works.
+
+The tokens from the two lists are pairwise compared. The outcome of each comparison falls into one of three categories:
+- No Match: This occurs when the initial characters of the compared tokens differ, or when the entire words don't match despite sharing the same starting character. A mismatch indicates that the authors are different, and the comparison process terminates.
+- Short Match: A short match happens when both tokens begin with the same character, but one token consists solely of that character.
+- Long Match: Exact correspondence between the two compared words
+
+When a no match is encountered due to different initial characters, the algorithm proceeds
+to compare the next token in the list with the lexicographically lower preceding token. This allows to be tolerant with missing
+words in one of the two names.
+
+A successful match (short or long) moves the comparison of the subsequent tokens in both lists.
+This iterative process continues until either a no match is determined or both token lists have been exhausted.
+
+If both lists have been exhausted, a match is found if:
+- At list one long match exists
+- The sum of short and long matches equals the length of the shorter token list, indicating that all the words
+  in the shorter list have a match in the longer one.
+
+Going back to the example, the authors that remain to find a match for are:
+- Graph List: Robert Stein, Sjoert van Velzen, Anna Franckowiak, James C. A. Miller-Jones, Sara Frederick
+- Orcid List: James Carl Miller-Jones
+
+Let us consider directly the names that can be matched by this strategy:
+graph name = James C. A. Miller-Jones
+orcid name = Carl James Miller-Jones
+
+So the two names are broken down into individual words or token and sorted alphabetically to standardize the comparison process.
+graph = A C James Miller-Jones
+orcid = Carl James Miller-Jones
+
+The comparison process works as follows:
+
+- *A* and *Carl* are compared. No match since the initial characters are different. The graph list will be moved one step ahead for the next comparison
+- *C* and *Carl* are compared. A short match is detected, since both start with the same character and the graph word is only that character. Both the lists will be moved one step ahead for the next comparison
+- *James* and *James* are compared. A long match is detected. Both the lists will be moved one step ahead for the next comparison
+- *Miller-Jones* and *Miller-Jones* are compared. A long match is found. The lists are exhausted and the computation ends.
+
+Since at list one long match exists and the sum of long and short matches equals the length of the shorter list, the match is confirmed and 
+the graph author can be enriched with the ORCID information.
+
+The ORCID list remains empty after the application of the third strategy and the author name disambiguation process ends. 
+
+Note: the application of the remaining two strategies can be remanded to the application of the *Exact name match* strategy.
+Note: Even if the third strategy can subsume the first two, the reason they are applied before the third is for efficiency. 
+In this way, in fact, 
+we can claim a match as soon as the first pair of matching names is found. Applying only the third strategy, all the comparisons should be done and 
+a way to determine the best match should be found before claiming a match.
+Example:
+
+graph = Mario Enrico Rossi, Mario Rossi
+ORCID = Mario Rossi
+
+Applying only the third strategy, we would associate Mario Rossi's ORCID to Mario Fabrizio Rossi if this one was first in the author list.
+

docs/graph-production-workflow/finalisation.md

@@ -7,12 +7,12 @@ The output of this final step is the final version of the OpenAIRE Graph.
 ## Filtering
 
 Bibliographic records that do not meet minimal requirements for being part of the OpenAIRE Graph are eliminated during this phase. 
-Currently, the only criteria applied horizontally to the entire graph aims at excluding scientific results whose title is not meaningful for citation purposes.
+Currently, the only criteria applied horizontally to the entire graph aims at excluding research products whose title is not meaningful for citation purposes.
 Then, different criteria are applied in the pre-processing of specific sub-collections:
 
-* [Crossref filtering](/graph-production-workflow/aggregation/non-compatible-sources/doiboost#crossref-filtering)
+* [Crossref filtering](/graph-production-workflow/aggregation/non-compatible-sources/crossref_unpaywall#crossref-filtering)
 
 ## Country cleaning
 
-This phase is responsible for removing the country information from result records that match specific criteria. The need for this phase is driven by the fact that some datasources, although referred of national pertinence, they contain material that is not always related to the given country. 
+This phase is responsible for removing the country information from research products that match specific criteria. The need for this phase is driven by the fact that some datasources, although referred of national pertinence, they contain material that is not always related to the given country. 
 

docs/graph-production-workflow/graph-production-workflow.md

@@ -1,6 +1,6 @@
 # Graph production workflow
 
-OpenAIRE collects metadata records from more than 70K scholarly communication sources from all over the world, including Open Access institutional repositories, data archives, journals. All the metadata records (i.e. descriptions of research products) are put together in a data lake, together with records from Crossref, Unpaywall, ORCID, ROR, and information about projects provided by national and international funders. Dedicated inference algorithms applied to metadata and to the full-texts of Open Access publications enrich the content of the data lake with links between research results and projects, author affiliations, subject classification, links to entries from domain-specific databases. Duplicated organisations and results are identified and merged together to obtain an open, trusted, public resource enabling explorations of the scholarly communication landscape like never before.
+OpenAIRE collects metadata records from more than 70K scholarly communication sources from all over the world, including Open Access institutional repositories, data archives, journals. All the metadata records (i.e. descriptions of research products) are put together in a data lake, together with records from Crossref, Unpaywall, ORCID, ROR, and information about projects provided by national and international funders. Dedicated inference algorithms applied to metadata and to the full-texts of Open Access publications enrich the content of the data lake with links between research products and projects, author affiliations, subject classification, links to entries from domain-specific databases. Duplicated organisations and research products are identified and merged together to obtain an open, trusted, public resource enabling explorations of the scholarly communication landscape like never before.
 
 <p align="center">
     <img loading="lazy" alt="Data provision" src={require('../assets/img/architecture.png').default} width="100%" className="img_node_modules-@docusaurus-theme-classic-lib-theme-MDXComponents-Img-styles-module"/>

docs/graph-production-workflow/indexing.md

@@ -2,7 +2,7 @@
 
 The final version of the OpenAIRE Graph is indexed on a Solr server that is used by the OpenAIRE portals ([EXPLORE](https://explore.openaire.eu), [CONNECT](https://connect.openaire.eu), [PROVIDE](https://provide.openaire.eu)) and APIs, the latter adopted by several third-party applications and organizations, such as:
 
-* The OpenAIRE Graph APIs and Portals will offer to the EOSC (European Open Science Cloud) an Open Science Resource Catalogue, keeping an up to date map of all research results (publications, datasets, software), services, organizations, projects, funders in Europe and beyond.
+* The OpenAIRE Graph APIs and Portals will offer to the EOSC (European Open Science Cloud) an Open Science Resource Catalogue, keeping an up to date map of all research products (publications, datasets, software), services, organizations, projects, funders in Europe and beyond.
 
 * DSpace & EPrints repositories can install the OpenAIRE plugin to expose OpenAIRE compliant metadata records via their OAI-PMH endpoint and offer to researchers the possibility to link their depositions to the funding project, by selecting it from the list of project provided by OpenAIRE.
 

docs/graph-production-workflow/indicators-ingestion/fos-classification.md

@@ -0,0 +1,2 @@
+# Field of Science
+

docs/graph-production-workflow/indicators-ingestion/impact-indicators.md

@@ -1,16 +1,16 @@
-# Impact indicators
+# Citation-based impact indicators
 
-This page summarises all calculated impact indicators, provided by [BIP!](https://bip.imsi.athenarc.gr/), which are included in the [bipIndicators](/data-model/entities/other#bipindicators) property (found under the [indicators](/data-model/entities/result#indicators) property of the result).
+This page summarises all calculated citation-based impact indicators, provided by [BIP!](https://bip.imsi.athenarc.gr/), which are included in the [bipIndicators](../../data-model/entities/other#bipindicators) property (found under the [indicators](../../data-model/entities/research-product#indicators) property of the reseach product).
 
-It should be noted that the impact indicators are being calculated on the level of the research output.
+It should be noted that the citation-based impact indicators are being calculated on the level of the research output.
 Below we explain their main intuition, the way they are calculated, and their most important limitations, in an attempt help avoiding common pitfalls and misuses.
 
 
 ## Citation Count (CC) <small><span className="bip-indicator-names">&bull; influence_alt</span></small>
 
 ***Short description:***
-This is the most widely used scientific impact indicator, which sums all citations received by each article.
+This is the most widely used citation-based impact indicator, which sums all citations received by each article.
-Citation count can be viewed as a measure of a publication's overall impact, since it conveys the number of other works that directly 
+Citation count can be viewed as a measure of a publication's overall (citation-based) impact, since it conveys the number of other works that directly 
 drew on it.
 
 ***Algorithmic details:***

docs/graph-production-workflow/indicators-ingestion/indicators-ingestion.md

@@ -2,7 +2,7 @@ import DocCardList from '@theme/DocCardList';
 
 # Indicators ingestion 
 
-In this step, results are enriched with Impact and Usage Statistics indicators.
+In this step, research products are enriched with Impact and Usage Statistics indicators.
 The former are provided by [BIP!](https://bip.imsi.athenarc.gr/) while the latter are computed by OpenAIRE's [UsageCounts service](https://usagecounts.openaire.eu/).
      
 <DocCardList />

docs/graph-production-workflow/indicators-ingestion/sdg-classification.md

@@ -0,0 +1,76 @@
+# Sustainable Development Goals
+
+## Introduction
+The Sustainable Development Goals (SDGs) are a set of 17 interconnected global goals established by the United 
+Nations in 2015. 
+They serve as a universal call to action to end poverty, protect the planet, and ensure peace and prosperity for 
+all by 2030. 
+The SDGs are designed to be a blueprint for achieving a better and more sustainable future.
+
+<p align="center">
+    <img loading="lazy" alt="Data model" src={require('../../assets/img/sdg.png').default} width="100%" 
+className="img_node_modules-@docusaurus-theme-classic-lib-theme-MDXComponents-Img-styles-module"/>
+</p>
+
+## The 17 Sustainable Development Goals
+
+1. [**No Poverty**](https://sdgs.un.org/goals/goal1): End poverty in all its forms everywhere.
+2. [**Zero Hunger**](https://sdgs.un.org/goals/goal2): End hunger, achieve food security and improved nutrition, and 
+   promote sustainable agriculture.
+3. [**Good Health and Well-being**](https://sdgs.un.org/goals/goal3): Ensure healthy lives and promote well-being 
+   for all at all ages.
+4. [**Quality Education**](https://sdgs.un.org/goals/goal4): Ensure inclusive and equitable quality education and 
+   promote lifelong learning opportunities for all.
+5. [**Gender Equality**](https://sdgs.un.org/goals/goal5): Achieve gender equality and empower all women and girls.
+6. [**Clean Water and Sanitation**](https://sdgs.un.org/goals/goal6): Ensure availability and sustainable 
+   management of water and sanitation for all.
+7. [**Affordable and Clean Energy**](https://sdgs.un.org/goals/goal7): Ensure access to affordable, reliable, 
+   sustainable, and modern energy for all.
+8. [**Decent Work and Economic Growth**](https://sdgs.un.org/goals/goal8): Promote sustained, inclusive, and 
+   sustainable economic growth, full and productive employment, and decent work for all.
+9. [**Industry, Innovation, and Infrastructure**](https://sdgs.un.org/goals/goal9): Build resilient infrastructure, 
+   promote inclusive and sustainable industrialization, and foster innovation.
+10. [**Reduced Inequalities**](https://sdgs.un.org/goals/goal10): Reduce inequality within and among countries.
+11. [**Sustainable Cities and Communities**](https://sdgs.un.org/goals/goal11): Make cities and human settlements 
+    inclusive, safe, resilient, and sustainable.
+12. [**Responsible Consumption and Production**](https://sdgs.un.org/goals/goal12): Ensure sustainable consumption 
+    and production patterns.
+13. [**Climate Action**](https://sdgs.un.org/goals/goal13): Take urgent action to combat climate change and its impacts.
+14. [**Life Below Water**](https://sdgs.un.org/goals/goal14): Conserve and sustainably use the oceans, seas, and 
+    marine resources for sustainable development.
+15. [**Life on Land**](https://sdgs.un.org/goals/goal15): Protect, restore, and promote sustainable use of 
+    terrestrial ecosystems, manage forests sustainably, combat desertification, and halt and reverse land 
+    degradation and halt biodiversity loss.
+16. [**Peace, Justice, and Strong Institutions**](https://sdgs.un.org/goals/goal16): Promote peaceful and inclusive 
+    societies for sustainable development, provide access to justice for all, and build effective, accountable, and 
+    inclusive institutions at all levels.
+17. [**Partnerships for the Goals**](https://sdgs.un.org/goals/goal17): Strengthen the means of implementation and 
+    revitalize the global partnership for sustainable development.
+
+## Application in Classification of Research Products
+
+The SDG taxonomy is used to classify research products based on their relevance to the overarching goals. This 
+classification helps in identifying the impact of research on sustainable development and aligning research efforts 
+with global priorities. Here’s how it can be applied:
+
+1. **Mapping Research Outputs**: Research outputs such as publications are be mapped to specific SDGs based on their 
+   objectives, methodologies, and outcomes.
+2. **Evaluating Impact**: The classification allows for the evaluation of the impact of research on achieving the 
+   SDGs, helping to highlight contributions to specific goals.
+3. **Funding and Collaboration**: Aligning research with SDGs can attract funding from organizations focused on 
+   sustainable development and foster collaborations with other researchers and institutions working towards 
+   similar goals.
+4. **Policy and Decision-Making**: Policymakers can use the classification to identify research that supports 
+   sustainable development policies and make informed decisions based on evidence from relevant research.
+
+By integrating the SDG taxonomy into the classification of research products, we can ensure that research efforts 
+are directed towards addressing the most pressing global challenges and contributing to a sustainable future.
+
+## Conclusion
+
+The Sustainable Development Goals provide a comprehensive framework for addressing global challenges. By applying 
+the SDG taxonomy to classify research products, we can better understand and enhance the impact of research on 
+sustainable development, ensuring that scientific advancements contribute to a more equitable and sustainable world.
+
+Check an example of how the SDG classification appears in the OpenAIRE data in the 
+[data model](../../data-model/entities/research-product#subjects) section.

docs/graph-production-workflow/merge-by-id.md

@@ -11,13 +11,13 @@ across the various datasources.
 This phase is therefore responsible to compensate for such inconsistencies and performs
 a global grouping of every record available in the graph:
 
-- entities are grouped by [`id`](../data-model/entities/result#id)
+- entities are grouped by [`id`](../data-model/entities/research-product#id)
 - relations are grouped by [`source`, `target`, `reltype`](../data-model/relationships/relationship-object)
 
 This ensures that the same record, possibly assigned to different types by different 
 mappings, appears only once in the graph and under a single typing. In case of clashing 
-identifiers, the properties are merged (including the provencance information), considering 
+identifiers, the properties are merged (including the provenance information), considering 
-the following precedence order for the result typing:
+the following precedence order for the research product typing:
 
 ```
 publication > dataset > software > other

docs/publications.md

@@ -8,7 +8,7 @@ Open Science services are open and transparent and survive thanks to your active
 
 :::note How to cite
 
-Manghi P., Atzori C., Bardi A., Baglioni M., Schirrwagen J., Dimitropoulos H., La Bruzzo S., Foufoulas I., Mannocci A., Horst M., Czerniak A., Iatropoulou K., Kokogiannaki A., De Bonis M., Artini M., Lempesis A., Ioannidis A., Manola N., Principe P., Vergoulis T.,  Chatzopoulos S., Pierrakos D. (2022). "OpenAIRE Research Graph Dump", *Dataset*, Zenodo. [doi:10.5281/zenodo.3516917](https://doi.org/10.5281/zenodo.3516917) ([BibTex](/bibtex/OpenAIRE_Research_Graph_dump.bib))
+Manghi P., Atzori C., Bardi A., Baglioni M., Schirrwagen J., Dimitropoulos H., La Bruzzo S., Foufoulas I., Mannocci A., Horst M., Czerniak A., Iatropoulou K., Kokogiannaki A., De Bonis M., Artini M., Lempesis A., Ioannidis A., Manola N., Principe P., Vergoulis T.,  Chatzopoulos S., Pierrakos D. (2022). "OpenAIRE Research Graph Dataset", *Dataset*, Zenodo. [doi:10.5281/zenodo.3516917](https://doi.org/10.5281/zenodo.3516917) ([BibTex](/bibtex/OpenAIRE_Research_Graph_dump.bib))
 :::
 
 ## Other relevant research products

sidebars.js

@@ -31,7 +31,7 @@ const sidebars = {
             description: 'The main entities of the OpenAIRE Graph are listed below.'
           },
           items: [
-            { type: 'doc', id: 'data-model/entities/result' },
+            { type: 'doc', id: 'data-model/entities/research-product' },
             { type: 'doc', id: 'data-model/entities/data-source' },
             { type: 'doc', id: 'data-model/entities/organization' },
             { type: 'doc', id: 'data-model/entities/project' },
@@ -58,12 +58,30 @@ const sidebars = {
       label: "Public APIs",
       link: {type: 'doc', id: 'apis/home'},
       items: [
+        {
+          type: 'category', 
+          label: "Graph API",
+          link: { type: 'doc', id: 'apis/graph-api/graph-api' },
+          items: [
+            { type: 'doc', id: 'apis/graph-api/getting-a-single-entity' },
+            {
+              type: 'category',
+                label: "Searching entities",
+                link: { type: 'doc', id: 'apis/graph-api/searching-entities/searching-entities' },
+                items: [
+                  { type: 'doc', id: 'apis/graph-api/searching-entities/filtering-search-results' },
+                  { type: 'doc', id: 'apis/graph-api/searching-entities/sorting-and-paging' },
+                ]
+              },
+              { type: 'doc', id: 'apis/graph-api/making-requests' },
+          ]
+        },
         {
           type: 'category', 
           label: "Search API",
           link: { type: 'doc', id: 'apis/search-api/search-api' },
           items: [
-            { type: 'doc', id: 'apis/search-api/results' },
+            { type: 'doc', id: 'apis/search-api/research-products' },
             { type: 'doc', id: 'apis/search-api/projects' },
             { type: 'doc', id: 'apis/search-api/response-metadata-format' },
           ]
@@ -120,7 +138,9 @@ const sidebars = {
               label: "Non-compatible sources",
               link: { type: 'generated-index' },
               items: [
-                { type: 'doc', id: 'graph-production-workflow/aggregation/non-compatible-sources/doiboost', label: 'DOIBoost' },
+                { type: 'doc', id: 'graph-production-workflow/aggregation/non-compatible-sources/crossref_unpaywall', label: 'Crossref & Unpaywall' },
+                { type: 'doc', id: 'graph-production-workflow/aggregation/non-compatible-sources/mag', label: 'Microsoft Academic Graph' },
+                { type: 'doc', id: 'graph-production-workflow/aggregation/non-compatible-sources/orcid', label: 'ORCID' },
                 { type: 'doc', id: 'graph-production-workflow/aggregation/non-compatible-sources/pubmed' },
                 { type: 'doc', id: 'graph-production-workflow/aggregation/non-compatible-sources/datacite' },
                 { type: 'doc', id: 'graph-production-workflow/aggregation/non-compatible-sources/ebi', label: 'EMBL-EBI' },
@@ -133,6 +153,14 @@ const sidebars = {
           type: 'doc', 
           id: 'graph-production-workflow/merge-by-id'
         },
+        {
+          type: 'category',
+          label: "Enrichment by PID",
+          link: {type: 'doc', id: 'graph-production-workflow/enrichment-by-pid/enrichment-by-pid'},
+          items: [
+              { type: 'doc', id: 'graph-production-workflow/enrichment-by-pid/orcid-enrichment' }
+            ]
+        },
         {
           type: 'category', 
           label: "Enrichment by mining",
@@ -178,6 +206,8 @@ const sidebars = {
           items: [
             { type: 'doc', id: 'graph-production-workflow/indicators-ingestion/impact-indicators' },
             { type: 'doc', id: 'graph-production-workflow/indicators-ingestion/usage-counts' },
+            { type: 'doc', id: 'graph-production-workflow/indicators-ingestion/fos-classification' },
+            { type: 'doc', id: 'graph-production-workflow/indicators-ingestion/sdg-classification' }
           ]
         },
         { type: 'doc', id: 'graph-production-workflow/finalisation' },
@@ -212,6 +242,11 @@ const sidebars = {
       label: "Helpdesk",
       href: "https://graph.openaire.eu/support"
     },
+    {
+      type: "link",
+      label: "User forum",
+      href: "https://openaire.flarum.cloud/"
+    }
   ]
 };
 

versioned_docs/version-5.0.0/changelog.md

@@ -24,12 +24,12 @@ This section will document all notable changes for each graph version.
 
 #### Added
 
-- [Impact indicators](/data-model/entities/result#indicators) at the level of the Result
+- [Impact indicators](./data-model/entities/result#indicators) at the level of the Result
-- [Beginner's kit](/downloads/beginners-kit) in the Downloads section
+- [Beginner's kit](./downloads/beginners-kit) in the Downloads section
-- New relationship types were introduced; see the complete list [here](/data-model/relationships/relationship-types)
+- New relationship types were introduced; see the complete list [here](./data-model/relationships/relationship-types)
 
 #### Changed
 
-- FOS and SDGs were removed from the [result subjects](/data-model/entities/result#subjects)
+- FOS and SDGs were removed from the [result subjects](./data-model/entities/result#subjects)
-- Measures were removed from the [result instance](/data-model/entities/result#instance)
+- Measures were removed from the [result instance](./data-model/entities/result#instance)
 

versioned_docs/version-5.0.0/data-provision/cleaning.md

@@ -27,7 +27,7 @@ A vocabulary is a data structure that defines a list of terms, and for each term
             [...]
 ```
 
-Each vocabulary is typically used to control and harmonise the values available in a specific field characterising the bibliographic records. The example above provides a preview of the vocabulary used to clean the [result's instance typology](/data-model/entities/result#instance).
+Each vocabulary is typically used to control and harmonise the values available in a specific field characterising the bibliographic records. The example above provides a preview of the vocabulary used to clean the [result's instance typology](../data-model/entities/result#instance).
 
 The content of the vocabularies can be accessed on [api.openaire.eu/vocabularies](https://api.openaire.eu/vocabularies/).
 

versioned_docs/version-5.0.0/data-provision/indicators-ingestion/impact-scores.md

@@ -1,6 +1,6 @@
 # Impact indicators
 
-This page summarises all calculated impact indicators, which are included in the [impactMeasures](/data-model/entities/other#impactmeasures) property which is part of the [indicators](/data-model/entities/result#indicators) property of the result.
+This page summarises all calculated impact indicators, which are included in the [impactMeasures](/data-model/entities/other#impactmeasures) property which is part of the [indicators](../../data-model/entities/result#indicators) property of the result.
 It should be noted that the impact indicators are being calculated on the level of the research output.
 Below we explain their main intuition, the way they are calculated, and their most important limitations, in an attempt help avoiding common pitfalls and misuses.
 

versioned_docs/version-5.0.0/downloads/alternative-model/extendedresult.md

@@ -8,7 +8,7 @@ sidebar_position: 1
 # Extended Result
 
 
-It is a subclass of [Result](/data-model/entities/result) extended with information regarding projects (and funders), research communities/infrastructure and related data sources.
+It is a subclass of [Result](../../data-model/entities/result) extended with information regarding projects (and funders), research communities/infrastructure and related data sources.
 
 
 

versioned_docs/version-5.1.0/changelog.md

@@ -41,14 +41,14 @@ _Start Date: 2022-12-19 • Release Date: 2022-12-28 • Dump release: **y
 
 #### Added
 
-- [Impact & Usage indicators](/data-model/entities/result#indicators) at the level of the Result
+- [Impact & Usage indicators](./data-model/entities/result#indicators) at the level of the Result
-- [Beginner's kit](/downloads/beginners-kit) in the Downloads section
+- [Beginner's kit](./downloads/beginners-kit) in the Downloads section
-- New relationship types were introduced; see the complete list [here](/data-model/relationships/relationship-types)
+- New relationship types were introduced; see the complete list [here](./data-model/relationships/relationship-types)
 
 #### Changed
 
-- FOS and SDGs were removed from the [result subjects](/data-model/entities/result#subjects)
+- FOS and SDGs were removed from the [result subjects](./data-model/entities/result#subjects)
-- Measures were removed from the [result instance](/data-model/entities/result#instance)
+- Measures were removed from the [result instance](./data-model/entities/result#instance)
 - Updated DOIBoost to include publications from Crossref and the works from ORCID with a DOI until November 2022
 - Added ORCID works without a DOI from November 2022
 

versioned_docs/version-5.1.0/data-provision/cleaning.md

@@ -27,7 +27,7 @@ A vocabulary is a data structure that defines a list of terms, and for each term
             [...]
 ```
 
-Each vocabulary is typically used to control and harmonise the values available in a specific field characterising the bibliographic records. The example above provides a preview of the vocabulary used to clean the [result's instance typology](/data-model/entities/result#instance).
+Each vocabulary is typically used to control and harmonise the values available in a specific field characterising the bibliographic records. The example above provides a preview of the vocabulary used to clean the [result's instance typology](../data-model/entities/result#instance).
 
 The content of the vocabularies can be accessed on [api.openaire.eu/vocabularies](https://api.openaire.eu/vocabularies/).
 

versioned_docs/version-5.1.0/data-provision/indicators-ingestion/impact-scores.md

@@ -1,6 +1,6 @@
 # Impact indicators
 
-This page summarises all calculated impact indicators, which are included in the [impactMeasures](/data-model/entities/other#impactmeasures) property which is part of the [indicators](/data-model/entities/result#indicators) property of the result.
+This page summarises all calculated impact indicators, which are included in the [impactMeasures](/data-model/entities/other#impactmeasures) property which is part of the [indicators](../../data-model/entities/result#indicators) property of the result.
 It should be noted that the impact indicators are being calculated on the level of the research output.
 Below we explain their main intuition, the way they are calculated, and their most important limitations, in an attempt help avoiding common pitfalls and misuses.
 

versioned_docs/version-5.1.0/downloads/alternative-model/extendedresult.md

@@ -8,7 +8,7 @@ sidebar_position: 1
 # Extended Result
 
 
-It is a subclass of [Result](/data-model/entities/result) extended with information regarding projects (and funders), research communities/infrastructure and related data sources.
+It is a subclass of [Result](../../data-model/entities/result) extended with information regarding projects (and funders), research communities/infrastructure and related data sources.
 
 
 

versioned_docs/version-5.1.1/changelog.md

@@ -27,8 +27,8 @@ _Start Date: 2023-02-13 • Release Date: 2023-03-01 • Dump release: **n
 - Revised SDG classification: improved coverage (+600K classified DOIs)
 - General increase of the funded scientific outputs, thanks to the full text mining scanning new OpenAccess publications
 - Integrated contents from
-  - [EMBL-EBIs Protein Data Bank in Europe](/graph-production-workflow/aggregation/non-compatible-sources/ebi)
+  - [EMBL-EBIs Protein Data Bank in Europe](./graph-production-workflow/aggregation/non-compatible-sources/ebi)
-  - [UniProtKB/Swiss-Prot](/graph-production-workflow//aggregation/non-compatible-sources/uniprot)
+  - [UniProtKB/Swiss-Prot](./graph-production-workflow//aggregation/non-compatible-sources/uniprot)
 
 #### Changed
 
@@ -60,14 +60,14 @@ _Start Date: 2022-12-19 • Release Date: 2022-12-28 • Dump release: **y
 
 #### Added
 
-- [Impact & Usage indicators](/data-model/entities/result#indicators) at the level of the Result
+- [Impact & Usage indicators](./data-model/entities/result#indicators) at the level of the Result
-- [Beginner's kit](/downloads/beginners-kit) in the Downloads section
+- [Beginner's kit](./downloads/beginners-kit) in the Downloads section
-- New relationship types were introduced; see the complete list [here](/data-model/relationships/relationship-types)
+- New relationship types were introduced; see the complete list [here](./data-model/relationships/relationship-types)
 
 #### Changed
 
-- FOS and SDGs were removed from the [result subjects](/data-model/entities/result#subjects)
+- FOS and SDGs were removed from the [result subjects](./data-model/entities/result#subjects)
-- Measures were removed from the [result instance](/data-model/entities/result#instance)
+- Measures were removed from the [result instance](./data-model/entities/result#instance)
 - Updated DOIBoost to include publications from Crossref and the works from ORCID with a DOI until November 2022
 - Added ORCID works without a DOI from November 2022
 

versioned_docs/version-5.1.1/downloads/alternative-model/extendedresult.md

@@ -8,7 +8,7 @@ sidebar_position: 1
 # Extended Result
 
 
-It is a subclass of [Result](/data-model/entities/result) extended with information regarding projects (and funders), research communities/infrastructure and related data sources.
+It is a subclass of [Result](../../data-model/entities/result) extended with information regarding projects (and funders), research communities/infrastructure and related data sources.
 
 
 

versioned_docs/version-5.1.1/graph-production-workflow/cleaning.md

@@ -27,7 +27,7 @@ A vocabulary is a data structure that defines a list of terms, and for each term
             [...]
 ```
 
-Each vocabulary is typically used to control and harmonise the values available in a specific field characterising the bibliographic records. The example above provides a preview of the vocabulary used to clean the [result's instance typology](/data-model/entities/result#instance).
+Each vocabulary is typically used to control and harmonise the values available in a specific field characterising the bibliographic records. The example above provides a preview of the vocabulary used to clean the [result's instance typology](../data-model/entities/result#instance).
 
 The content of the vocabularies can be accessed on [api.openaire.eu/vocabularies](https://api.openaire.eu/vocabularies/).
 

versioned_docs/version-5.1.1/graph-production-workflow/indicators-ingestion/impact-indicators.md

@@ -1,6 +1,6 @@
 # Impact indicators
 
-This page summarises all calculated impact indicators, provided by [BIP!](https://bip.imsi.athenarc.gr/), which are included in the [impactMeasures](/data-model/entities/other#impactmeasures) property (found under the [indicators](/data-model/entities/result#indicators) property of the result).
+This page summarises all calculated impact indicators, provided by [BIP!](https://bip.imsi.athenarc.gr/), which are included in the It is a subclass of [Result](../../data-model/entities/result) extended with information regarding p[impactMeasures](/data-model/entities/other#impactmeasures) property (found under the [indicators](../../data-model/entities/result#indicators)rojects (and funders) property of the result).
 
 It should be noted that the impact indicators are being calculated on the level of the research output.
 Below we explain their main intuition, the way they are calculated, and their most important limitations, in an attempt help avoiding common pitfalls and misuses.

versioned_docs/version-5.1.2/changelog.md

@@ -38,8 +38,8 @@ _Start Date: 2023-02-13 • Release Date: 2023-03-01 • Dump release: **n
 - Revised SDG classification: improved coverage (+600K classified DOIs)
 - General increase of the funded scientific outputs, thanks to the full text mining scanning new OpenAccess publications
 - Integrated contents from
-  - [EMBL-EBIs Protein Data Bank in Europe](/graph-production-workflow/aggregation/non-compatible-sources/ebi)
+  - [EMBL-EBIs Protein Data Bank in Europe](./graph-production-workflow/aggregation/non-compatible-sources/ebi)
-  - [UniProtKB/Swiss-Prot](/graph-production-workflow//aggregation/non-compatible-sources/uniprot)
+  - [UniProtKB/Swiss-Prot](./graph-production-workflow//aggregation/non-compatible-sources/uniprot)
 
 #### Changed
 
@@ -71,14 +71,14 @@ _Start Date: 2022-12-19 • Release Date: 2022-12-28 • Dump release: **y
 
 #### Added
 
-- [Impact & Usage indicators](/data-model/entities/result#indicators) at the level of the Result
+- [Impact & Usage indicators](./data-model/entities/result#indicators) at the level of the Result
-- [Beginner's kit](/downloads/beginners-kit) in the Downloads section
+- [Beginner's kit](./downloads/beginners-kit) in the Downloads section
-- New relationship types were introduced; see the complete list [here](/data-model/relationships/relationship-types)
+- New relationship types were introduced; see the complete list [here](./data-model/relationships/relationship-types)
 
 #### Changed
 
-- FOS and SDGs were removed from the [result subjects](/data-model/entities/result#subjects)
+- FOS and SDGs were removed from the [result subjects](./data-model/entities/result#subjects)
-- Measures were removed from the [result instance](/data-model/entities/result#instance)
+- Measures were removed from the [result instance](./data-model/entities/result#instance)
 - Updated DOIBoost to include publications from Crossref and the works from ORCID with a DOI until November 2022
 - Added ORCID works without a DOI from November 2022
 

versioned_docs/version-5.1.2/data-model/data-model.md

@@ -11,12 +11,12 @@ The latest version of the JSON schema can be found on the [Downloads](../downloa
 The figure above, presents the graph's data model. 
 Its main entities are described in brief below:
 
-* [Results](/data-model/entities/result) represent the outcomes (or products) of research activities.
+* [Results](./entities/result) represent the outcomes (or products) of research activities.
-* [Data Sources](/data-model/entities/data-source) are the sources from which the metadata of graph objects are collected. 
+* [Data Sources](./entities/data-source) are the sources from which the metadata of graph objects are collected. 
-* [Organizations](/data-model/entities/organization) correspond to companies or research institutions involved in projects,
+* [Organizations](./entities/organization) correspond to companies or research institutions involved in projects
 responsible for operating data sources or consisting the affiliations of Product creators.
-* [Projects](/data-model/entities/project) are research project grants funded by a Funding Stream of a Funder.
+* [Projects](./entities/project) are research project grants funded by a Funding Stream of a Funder.
-* [Communities](/data-model/entities/community) are groups of people with a common research intent (e.g. research infrastructures, university alliances).
+* [Communities](./entities/community) are groups of people with a common research intent (e.g. research infrastructures, university alliances).
 
 :::note Further reading
 

versioned_docs/version-5.1.2/data-model/relationships/relationship-types.md

@@ -6,32 +6,32 @@ Note: the labels used to specify the semantic of the relationships are (for the
 
 |  # | Source entity type                     | Target entity type                     | Relation name / inverse                                    | Provenance                                      |
 |:--:|:--------------------------------------:|:--------------------------------------:|:----------------------------------------------------------:|:-----------------------------------------------:|
-| 1  | [Project](/data-model/entities/project)            | [Result](/data-model/entities/result)              | produces / isProducedBy                                    | Harvested, Inferred by OpenAIRE, Linked by user |
+| 1  | [Project](../../data-model/entities/project)            | [Result](../../data-model/entities/result)              | produces / isProducedBy                                    | Harvested, Inferred by OpenAIRE, Linked by user |
-| 2  | [Project](/data-model/entities/project)            | [Organization](/data-model/entities/organization)  | hasParticipant / isParticipant                             | Harvested                                       |
+| 2  | [Project](../../data-model/entities/project)            | [Organization](../../data-model/entities/organization)  | hasParticipant / isParticipant                             | Harvested                                       |
-| 3  | [Project](/data-model/entities/project)            | [Community](/data-model/entities/community)        | IsRelatedTo / IsRelatedTo                                  | Linked by user                                  |
+| 3  | [Project](../../data-model/entities/project)            | [Community](../../data-model/entities/community)        | IsRelatedTo / IsRelatedTo                                  | Linked by user                                  |
-| 4  | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsAmongTopNSimilarDocuments / HasAmongTopNSimilarDocuments | Inferred by OpenAIRE                            |
+| 4  | [Result](../../data-model/entities/result)              | [Result](../../data-model/entities/result)              | IsAmongTopNSimilarDocuments / HasAmongTopNSimilarDocuments | Inferred by OpenAIRE                            |
-| 5  | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsSupplementTo / IsSupplementedBy                          | Harvested                                       |
+| 5  | [Result](../../data-model/entities/result)              | [Result](../../data-model/entities/result)              | IsSupplementTo / IsSupplementedBy                          | Harvested                                       |
-| 6  | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsRelatedTo / IsRelatedTo                                  | Harvested, Inferred by OpenAIRE, Linked by user |
+| 6  | [Result](../../data-model/entities/result)              | [Result](../../data-model/entities/result)              | IsRelatedTo / IsRelatedTo                                  | Harvested, Inferred by OpenAIRE, Linked by user |
-| 7  | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsPartOf / HasPart                                         | Harvested                                       |
+| 7  | [Result](../../data-model/entities/result)              | [Result](../../data-model/entities/result)              | IsPartOf / HasPart                                         | Harvested                                       |
-| 8  | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsDocumentedBy / Documents                                 | Harvested                                       |
+| 8  | [Result](../../data-model/entities/result)              | [Result](../../data-model/entities/result)              | IsDocumentedBy / Documents                                 | Harvested                                       |
-| 9  | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsObsoletedBy / Obsoletes                                  | Harvested                                       |
+| 9  | [Result](../../data-model/entities/result)              | [Result](../../data-model/entities/result)              | IsObsoletedBy / Obsoletes                                  | Harvested                                       |
-| 10 | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsSourceOf / IsDerivedFrom                                 | Harvested                                       |
+| 10 | [Result](../../data-model/entities/result)              | [Result](../../data-model/entities/result)              | IsSourceOf / IsDerivedFrom                                 | Harvested                                       |
-| 11 | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsCompiledBy / Compiles                                    | Harvested                                       |
+| 11 | [Result](../../data-model/entities/result)              | [Result](../../data-model/entities/result)              | IsCompiledBy / Compiles                                    | Harvested                                       |
-| 12 | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsRequiredBy / Requires                                    | Harvested                                       |
+| 12 | [Result](../../data-model/entities/result)              | [Result](../../data-model/entities/result)              | IsRequiredBy / Requires                                    | Harvested                                       |
-| 13 | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsCitedBy / Cites                                          | Harvested, Inferred by OpenAIRE                 |
+| 13 | [Result](../../data-model/entities/result)              | [Result](../../data-model/entities/result)              | IsCitedBy / Cites                                          | Harvested, Inferred by OpenAIRE                 |
-| 14 | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsReferencedBy / References                                | Harvested                                       |
+| 14 | [Result](../../data-model/entities/result)              | [Result](../../data-model/entities/result)              | IsReferencedBy / References                                | Harvested                                       |
-| 15 | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsReviewedBy / Reviews                                     | Harvested                                       |
+| 15 | [Result](../../data-model/entities/result)              | [Result](../../data-model/entities/result)              | IsReviewedBy / Reviews                                     | Harvested                                       |
-| 16 | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsOriginalFormOf / IsVariantFormOf                         | Harvested                                       |
+| 16 | [Result](../../data-model/entities/result)              | [Result](../../data-model/entities/result)              | IsOriginalFormOf / IsVariantFormOf                         | Harvested                                       |
-| 17 | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsVersionOf / HasVersion                                   | Harvested                                       |
+| 17 | [Result](../../data-model/entities/result)              | [Result](../../data-model/entities/result)              | IsVersionOf / HasVersion                                   | Harvested                                       |
-| 18 | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsIdenticalTo / IsIdenticalTo                              | Harvested                                       |
+| 18 | [Result](../../data-model/entities/result)              | [Result](../../data-model/entities/result)              | IsIdenticalTo / IsIdenticalTo                              | Harvested                                       |
-| 19 | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsPreviousVersionOf / IsNewVersionOf                       | Harvested                                       |
+| 19 | [Result](../../data-model/entities/result)              | [Result](../../data-model/entities/result)              | IsPreviousVersionOf / IsNewVersionOf                       | Harvested                                       |
-| 20 | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsContinuedBy / Continues                                  | Harvested                                       |
+| 20 | [Result](../../data-model/entities/result)              | [Result](../../data-model/entities/result)              | IsContinuedBy / Continues                                  | Harvested                                       |
-| 21 | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsDescribedBy / Describes                                  | Harvested                                       |
+| 21 | [Result](../../data-model/entities/result)              | [Result](../../data-model/entities/result)              | IsDescribedBy / Describes                                  | Harvested                                       |
-| 22 | [Result](/data-model/entities/result)              | [Organization](/data-model/entities/organization)  | hasAuthorInstitution / isAuthorInstitutionOf               | Harvested, Inferred by OpenAIRE                 |
+| 22 | [Result](../../data-model/entities/result)              | [Organization](../../data-model/entities/organization)  | hasAuthorInstitution / isAuthorInstitutionOf               | Harvested, Inferred by OpenAIRE                 |
-| 23 | [Result](/data-model/entities/result)              | [Data source](/data-model/entities/data-source)    | isHostedBy / hosts                                         | Harvested, Inferred by OpenAIRE                 |
+| 23 | [Result](../../data-model/entities/result)              | [Data source](../../data-model/entities/data-source)    | isHostedBy / hosts                                         | Harvested, Inferred by OpenAIRE                 |
-| 24 | [Result](/data-model/entities/result)              | [Data source](/data-model/entities/data-source)    | isProvidedBy / provides                                    | Harvested                                       |
+| 24 | [Result](../../data-model/entities/result)              | [Data source](../../data-model/entities/data-source)    | isProvidedBy / provides                                    | Harvested                                       |
-| 25 | [Result](/data-model/entities/result)              | [Community](/data-model/entities/community)        | IsRelatedTo / IsRelatedTo                                  | Harvested, Inferred by OpenAIRE, Linked by user |
+| 25 | [Result](../../data-model/entities/result)              | [Community](../../data-model/entities/community)        | IsRelatedTo / IsRelatedTo                                  | Harvested, Inferred by OpenAIRE, Linked by user |
-| 26 | [Organization](/data-model/entities/organization)  | [Community](/data-model/entities/community)        | IsRelatedTo / IsRelatedTo                                  | Linked by user                                  |
+| 26 | [Organization](../../data-model/entities/organization)  | [Community](../../data-model/entities/community)        | IsRelatedTo / IsRelatedTo                                  | Linked by user                                  |
-| 27 | [Organization](/data-model/entities/organization)  | [Organization](/data-model/entities/organization)  | IsChildOf / IsParentOf                                     | Linked by user                                  |
+| 27 | [Organization](../../data-model/entities/organization)  | [Organization](../../data-model/entities/organization)  | IsChildOf / IsParentOf                                     | Linked by user                                  |
-| 28 | [Data source](/data-model/entities/data-source)    | [Community](/data-model/entities/community)        | IsRelatedTo / IsRelatedTo                                  | Linked by user                                  |
+| 28 | [Data source](../../data-model/entities/data-source)    | [Community](../../data-model/entities/community)        | IsRelatedTo / IsRelatedTo                                  | Linked by user                                  |
-| 29 | [Data source](/data-model/entities/data-source)    | [Organization](/data-model/entities/organization)  | isProvidedBy / provides                                    | Harvested                                       |
+| 29 | [Data source](../../data-model/entities/data-source)    | [Organization](../../data-model/entities/organization)  | isProvidedBy / provides                                    | Harvested                                       |

versioned_docs/version-5.1.2/downloads/alternative-model/extendedresult.md

@@ -8,7 +8,7 @@ sidebar_position: 1
 # Extended Result
 
 
-It is a subclass of [Result](/data-model/entities/result) extended with information regarding projects (and funders), research communities/infrastructure and related data sources.
+It is a subclass of [Result](../../data-model/entities/result) extended with information regarding projects (and funders), research communities/infrastructure and related data sources.
 
 
 

versioned_docs/version-5.1.2/graph-production-workflow/cleaning.md

@@ -27,7 +27,7 @@ A vocabulary is a data structure that defines a list of terms, and for each term
             [...]
 ```
 
-Each vocabulary is typically used to control and harmonise the values available in a specific field characterising the bibliographic records. The example above provides a preview of the vocabulary used to clean the [result's instance typology](/data-model/entities/result#instance).
+Each vocabulary is typically used to control and harmonise the values available in a specific field characterising the bibliographic records. The example above provides a preview of the vocabulary used to clean the [result's instance typology](../data-model/entities/result#instance).
 
 The content of the vocabularies can be accessed on [api.openaire.eu/vocabularies](https://api.openaire.eu/vocabularies/).
 

versioned_docs/version-5.1.2/graph-production-workflow/indicators-ingestion/impact-indicators.md

@@ -1,6 +1,6 @@
 # Impact indicators
 
-This page summarises all calculated impact indicators, provided by [BIP!](https://bip.imsi.athenarc.gr/), which are included in the [impactMeasures](/data-model/entities/other#impactmeasures) property (found under the [indicators](/data-model/entities/result#indicators) property of the result).
+This page summarises all calculated impact indicators, provided by [BIP!](https://bip.imsi.athenarc.gr/), which are included in the It is a subclass of [Result](../../data-model/entities/result) extended with information regarding p[impactMeasures](/data-model/entities/other#impactmeasures) property (found under the [indicators](../../data-model/entities/result#indicators)rojects (and funders) property of the result).
 
 It should be noted that the impact indicators are being calculated on the level of the research output.
 Below we explain their main intuition, the way they are calculated, and their most important limitations, in an attempt help avoiding common pitfalls and misuses.

versioned_docs/version-5.1.3/changelog.md

@@ -53,8 +53,8 @@ _Start Date: 2023-02-13 • Release Date: 2023-03-01 • Dump release: **n
 - Revised SDG classification: improved coverage (+600K classified DOIs)
 - General increase of the funded scientific outputs, thanks to the full text mining scanning new OpenAccess publications
 - Integrated contents from
-  - [EMBL-EBIs Protein Data Bank in Europe](/graph-production-workflow/aggregation/non-compatible-sources/ebi)
+  - [EMBL-EBIs Protein Data Bank in Europe](./graph-production-workflow/aggregation/non-compatible-sources/ebi)
-  - [UniProtKB/Swiss-Prot](/graph-production-workflow//aggregation/non-compatible-sources/uniprot)
+  - [UniProtKB/Swiss-Prot](./graph-production-workflow//aggregation/non-compatible-sources/uniprot)
 
 #### Changed
 
@@ -86,14 +86,14 @@ _Start Date: 2022-12-19 • Release Date: 2022-12-28 • Dump release: **y
 
 #### Added
 
-- [Impact & Usage indicators](/data-model/entities/result#indicators) at the level of the Result
+- [Impact & Usage indicators](./data-model/entities/result#indicators) at the level of the Result
-- [Beginner's kit](/downloads/beginners-kit) in the Downloads section
+- [Beginner's kit](./downloads/beginners-kit) in the Downloads section
-- New relationship types were introduced; see the complete list [here](/data-model/relationships/relationship-types)
+- New relationship types were introduced; see the complete list [here](./data-model/relationships/relationship-types)
 
 #### Changed
 
-- FOS and SDGs were removed from the [result subjects](/data-model/entities/result#subjects)
+- FOS and SDGs were removed from the [result subjects](./data-model/entities/result#subjects)
-- Measures were removed from the [result instance](/data-model/entities/result#instance)
+- Measures were removed from the [result instance](./data-model/entities/result#instance)
 - Updated DOIBoost to include publications from Crossref and the works from ORCID with a DOI until November 2022
 - Added ORCID works without a DOI from November 2022
 

versioned_docs/version-5.1.3/data-model/data-model.md

@@ -11,12 +11,12 @@ The latest version of the JSON schema can be found on the [Downloads](../downloa
 The figure above, presents the graph's data model. 
 Its main entities are described in brief below:
 
-* [Results](/data-model/entities/result) represent the outcomes (or products) of research activities.
+* [Results](./entities/result) represent the outcomes (or products) of research activities.
-* [Data Sources](/data-model/entities/data-source) are the sources from which the metadata of graph objects are collected. 
+* [Data Sources](./entities/data-source) are the sources from which the metadata of graph objects are collected. 
-* [Organizations](/data-model/entities/organization) correspond to companies or research institutions involved in projects,
+* [Organizations](./entities/organization) correspond to companies or research institutions involved in projects
 responsible for operating data sources or consisting the affiliations of Product creators.
-* [Projects](/data-model/entities/project) are research project grants funded by a Funding Stream of a Funder.
+* [Projects](./entities/project) are research project grants funded by a Funding Stream of a Funder.
-* [Communities](/data-model/entities/community) are groups of people with a common research intent (e.g. research infrastructures, university alliances).
+* [Communities](./entities/community) are groups of people with a common research intent (e.g. research infrastructures, university alliances).
 
 :::note Further reading
 

versioned_docs/version-5.1.3/data-model/relationships/relationship-types.md

@@ -6,32 +6,32 @@ Note: the labels used to specify the semantic of the relationships are (for the
 
 |  # | Source entity type                     | Target entity type                     | Relation name / inverse                                    | Provenance                                      |
 |:--:|:--------------------------------------:|:--------------------------------------:|:----------------------------------------------------------:|:-----------------------------------------------:|
-| 1  | [Project](/data-model/entities/project)            | [Result](/data-model/entities/result)              | produces / isProducedBy                                    | Harvested, Inferred by OpenAIRE, Linked by user |
+| 1  | [Project](../../data-model/entities/project)            | [Result](../../data-model/entities/result)              | produces / isProducedBy                                    | Harvested, Inferred by OpenAIRE, Linked by user |
-| 2  | [Project](/data-model/entities/project)            | [Organization](/data-model/entities/organization)  | hasParticipant / isParticipant                             | Harvested                                       |
+| 2  | [Project](../../data-model/entities/project)            | [Organization](../../data-model/entities/organization)  | hasParticipant / isParticipant                             | Harvested                                       |
-| 3  | [Project](/data-model/entities/project)            | [Community](/data-model/entities/community)        | IsRelatedTo / IsRelatedTo                                  | Linked by user                                  |
+| 3  | [Project](../../data-model/entities/project)            | [Community](../../data-model/entities/community)        | IsRelatedTo / IsRelatedTo                                  | Linked by user                                  |
-| 4  | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsAmongTopNSimilarDocuments / HasAmongTopNSimilarDocuments | Inferred by OpenAIRE                            |
+| 4  | [Result](../../data-model/entities/result)              | [Result](../../data-model/entities/result)              | IsAmongTopNSimilarDocuments / HasAmongTopNSimilarDocuments | Inferred by OpenAIRE                            |
-| 5  | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsSupplementTo / IsSupplementedBy                          | Harvested                                       |
+| 5  | [Result](../../data-model/entities/result)              | [Result](../../data-model/entities/result)              | IsSupplementTo / IsSupplementedBy                          | Harvested                                       |
-| 6  | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsRelatedTo / IsRelatedTo                                  | Harvested, Inferred by OpenAIRE, Linked by user |
+| 6  | [Result](../../data-model/entities/result)              | [Result](../../data-model/entities/result)              | IsRelatedTo / IsRelatedTo                                  | Harvested, Inferred by OpenAIRE, Linked by user |
-| 7  | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsPartOf / HasPart                                         | Harvested                                       |
+| 7  | [Result](../../data-model/entities/result)              | [Result](../../data-model/entities/result)              | IsPartOf / HasPart                                         | Harvested                                       |
-| 8  | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsDocumentedBy / Documents                                 | Harvested                                       |
+| 8  | [Result](../../data-model/entities/result)              | [Result](../../data-model/entities/result)              | IsDocumentedBy / Documents                                 | Harvested                                       |
-| 9  | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsObsoletedBy / Obsoletes                                  | Harvested                                       |
+| 9  | [Result](../../data-model/entities/result)              | [Result](../../data-model/entities/result)              | IsObsoletedBy / Obsoletes                                  | Harvested                                       |
-| 10 | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsSourceOf / IsDerivedFrom                                 | Harvested                                       |
+| 10 | [Result](../../data-model/entities/result)              | [Result](../../data-model/entities/result)              | IsSourceOf / IsDerivedFrom                                 | Harvested                                       |
-| 11 | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsCompiledBy / Compiles                                    | Harvested                                       |
+| 11 | [Result](../../data-model/entities/result)              | [Result](../../data-model/entities/result)              | IsCompiledBy / Compiles                                    | Harvested                                       |
-| 12 | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsRequiredBy / Requires                                    | Harvested                                       |
+| 12 | [Result](../../data-model/entities/result)              | [Result](../../data-model/entities/result)              | IsRequiredBy / Requires                                    | Harvested                                       |
-| 13 | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsCitedBy / Cites                                          | Harvested, Inferred by OpenAIRE                 |
+| 13 | [Result](../../data-model/entities/result)              | [Result](../../data-model/entities/result)              | IsCitedBy / Cites                                          | Harvested, Inferred by OpenAIRE                 |
-| 14 | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsReferencedBy / References                                | Harvested                                       |
+| 14 | [Result](../../data-model/entities/result)              | [Result](../../data-model/entities/result)              | IsReferencedBy / References                                | Harvested                                       |
-| 15 | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsReviewedBy / Reviews                                     | Harvested                                       |
+| 15 | [Result](../../data-model/entities/result)              | [Result](../../data-model/entities/result)              | IsReviewedBy / Reviews                                     | Harvested                                       |
-| 16 | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsOriginalFormOf / IsVariantFormOf                         | Harvested                                       |
+| 16 | [Result](../../data-model/entities/result)              | [Result](../../data-model/entities/result)              | IsOriginalFormOf / IsVariantFormOf                         | Harvested                                       |
-| 17 | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsVersionOf / HasVersion                                   | Harvested                                       |
+| 17 | [Result](../../data-model/entities/result)              | [Result](../../data-model/entities/result)              | IsVersionOf / HasVersion                                   | Harvested                                       |
-| 18 | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsIdenticalTo / IsIdenticalTo                              | Harvested                                       |
+| 18 | [Result](../../data-model/entities/result)              | [Result](../../data-model/entities/result)              | IsIdenticalTo / IsIdenticalTo                              | Harvested                                       |
-| 19 | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsPreviousVersionOf / IsNewVersionOf                       | Harvested                                       |
+| 19 | [Result](../../data-model/entities/result)              | [Result](../../data-model/entities/result)              | IsPreviousVersionOf / IsNewVersionOf                       | Harvested                                       |
-| 20 | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsContinuedBy / Continues                                  | Harvested                                       |
+| 20 | [Result](../../data-model/entities/result)              | [Result](../../data-model/entities/result)              | IsContinuedBy / Continues                                  | Harvested                                       |
-| 21 | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsDescribedBy / Describes                                  | Harvested                                       |
+| 21 | [Result](../../data-model/entities/result)              | [Result](../../data-model/entities/result)              | IsDescribedBy / Describes                                  | Harvested                                       |
-| 22 | [Result](/data-model/entities/result)              | [Organization](/data-model/entities/organization)  | hasAuthorInstitution / isAuthorInstitutionOf               | Harvested, Inferred by OpenAIRE                 |
+| 22 | [Result](../../data-model/entities/result)              | [Organization](../../data-model/entities/organization)  | hasAuthorInstitution / isAuthorInstitutionOf               | Harvested, Inferred by OpenAIRE                 |
-| 23 | [Result](/data-model/entities/result)              | [Data source](/data-model/entities/data-source)    | isHostedBy / hosts                                         | Harvested, Inferred by OpenAIRE                 |
+| 23 | [Result](../../data-model/entities/result)              | [Data source](../../data-model/entities/data-source)    | isHostedBy / hosts                                         | Harvested, Inferred by OpenAIRE                 |
-| 24 | [Result](/data-model/entities/result)              | [Data source](/data-model/entities/data-source)    | isProvidedBy / provides                                    | Harvested                                       |
+| 24 | [Result](../../data-model/entities/result)              | [Data source](../../data-model/entities/data-source)    | isProvidedBy / provides                                    | Harvested                                       |
-| 25 | [Result](/data-model/entities/result)              | [Community](/data-model/entities/community)        | IsRelatedTo / IsRelatedTo                                  | Harvested, Inferred by OpenAIRE, Linked by user |
+| 25 | [Result](../../data-model/entities/result)              | [Community](../../data-model/entities/community)        | IsRelatedTo / IsRelatedTo                                  | Harvested, Inferred by OpenAIRE, Linked by user |
-| 26 | [Organization](/data-model/entities/organization)  | [Community](/data-model/entities/community)        | IsRelatedTo / IsRelatedTo                                  | Linked by user                                  |
+| 26 | [Organization](../../data-model/entities/organization)  | [Community](../../data-model/entities/community)        | IsRelatedTo / IsRelatedTo                                  | Linked by user                                  |
-| 27 | [Organization](/data-model/entities/organization)  | [Organization](/data-model/entities/organization)  | IsChildOf / IsParentOf                                     | Linked by user                                  |
+| 27 | [Organization](../../data-model/entities/organization)  | [Organization](../../data-model/entities/organization)  | IsChildOf / IsParentOf                                     | Linked by user                                  |
-| 28 | [Data source](/data-model/entities/data-source)    | [Community](/data-model/entities/community)        | IsRelatedTo / IsRelatedTo                                  | Linked by user                                  |
+| 28 | [Data source](../../data-model/entities/data-source)    | [Community](../../data-model/entities/community)        | IsRelatedTo / IsRelatedTo                                  | Linked by user                                  |
-| 29 | [Data source](/data-model/entities/data-source)    | [Organization](/data-model/entities/organization)  | isProvidedBy / provides                                    | Harvested                                       |
+| 29 | [Data source](../../data-model/entities/data-source)    | [Organization](../../data-model/entities/organization)  | isProvidedBy / provides                                    | Harvested                                       |

versioned_docs/version-5.1.3/downloads/alternative-model/extendedresult.md

@@ -8,7 +8,7 @@ sidebar_position: 1
 # Extended Result
 
 
-It is a subclass of [Result](/data-model/entities/result) extended with information regarding projects (and funders), research communities/infrastructure and related data sources.
+It is a subclass of [Result](../../data-model/entities/result) extended with information regarding projects (and funders), research communities/infrastructure and related data sources.
 
 
 

versioned_docs/version-5.1.3/graph-production-workflow/cleaning.md

@@ -27,7 +27,7 @@ A vocabulary is a data structure that defines a list of terms, and for each term
             [...]
 ```
 
-Each vocabulary is typically used to control and harmonise the values available in a specific field characterising the bibliographic records. The example above provides a preview of the vocabulary used to clean the [result's instance typology](/data-model/entities/result#instance).
+Each vocabulary is typically used to control and harmonise the values available in a specific field characterising the bibliographic records. The example above provides a preview of the vocabulary used to clean the [result's instance typology](../data-model/entities/result#instance).
 
 The content of the vocabularies can be accessed on [api.openaire.eu/vocabularies](https://api.openaire.eu/vocabularies/).
 

versioned_docs/version-5.1.3/graph-production-workflow/indicators-ingestion/impact-indicators.md

@@ -1,6 +1,6 @@
 # Impact indicators
 
-This page summarises all calculated impact indicators, provided by [BIP!](https://bip.imsi.athenarc.gr/), which are included in the [impactMeasures](/data-model/entities/other#impactmeasures) property (found under the [indicators](/data-model/entities/result#indicators) property of the result).
+This page summarises all calculated impact indicators, provided by [BIP!](https://bip.imsi.athenarc.gr/), which are included in the It is a subclass of [Result](../../data-model/entities/result) extended with information regarding p[impactMeasures](/data-model/entities/other#impactmeasures) property (found under the [indicators](../../data-model/entities/result#indicators)rojects (and funders) property of the result).
 
 It should be noted that the impact indicators are being calculated on the level of the research output.
 Below we explain their main intuition, the way they are calculated, and their most important limitations, in an attempt help avoiding common pitfalls and misuses.

versioned_docs/version-5.2.0/changelog.md

@@ -72,8 +72,8 @@ _Start Date: 2023-02-13 • Release Date: 2023-03-01 • Dump release: **n
 - Revised SDG classification: improved coverage (+600K classified DOIs)
 - General increase of the funded scientific outputs, thanks to the full text mining scanning new OpenAccess publications
 - Integrated contents from
-  - [EMBL-EBIs Protein Data Bank in Europe](/graph-production-workflow/aggregation/non-compatible-sources/ebi)
+  - [EMBL-EBIs Protein Data Bank in Europe](./graph-production-workflow/aggregation/non-compatible-sources/ebi)
-  - [UniProtKB/Swiss-Prot](/graph-production-workflow//aggregation/non-compatible-sources/uniprot)
+  - [UniProtKB/Swiss-Prot](./graph-production-workflow//aggregation/non-compatible-sources/uniprot)
 
 #### Changed
 
@@ -105,14 +105,14 @@ _Start Date: 2022-12-19 • Release Date: 2022-12-28 • Dump release: **y
 
 #### Added
 
-- [Impact & Usage indicators](/data-model/entities/result#indicators) at the level of the Result
+- [Impact & Usage indicators](./data-model/entities/result#indicators) at the level of the Result
-- [Beginner's kit](/downloads/beginners-kit) in the Downloads section
+- [Beginner's kit](./downloads/beginners-kit) in the Downloads section
-- New relationship types were introduced; see the complete list [here](/data-model/relationships/relationship-types)
+- New relationship types were introduced; see the complete list [here](./data-model/relationships/relationship-types)
 
 #### Changed
 
-- FOS and SDGs were removed from the [result subjects](/data-model/entities/result#subjects)
+- FOS and SDGs were removed from the [result subjects](./data-model/entities/result#subjects)
-- Measures were removed from the [result instance](/data-model/entities/result#instance)
+- Measures were removed from the [result instance](./data-model/entities/result#instance)
 - Updated DOIBoost to include publications from Crossref and the works from ORCID with a DOI until November 2022
 - Added ORCID works without a DOI from November 2022
 

versioned_docs/version-5.2.0/data-model/data-model.md

@@ -11,12 +11,12 @@ The latest version of the JSON schema can be found on the [Downloads](../downloa
 The figure above, presents the graph's data model. 
 Its main entities are described in brief below:
 
-* [Results](/data-model/entities/result) represent the outcomes (or products) of research activities.
+* [Results](./entities/result) represent the outcomes (or products) of research activities.
-* [Data Sources](/data-model/entities/data-source) are the sources from which the metadata of graph objects are collected. 
+* [Data Sources](./entities/data-source) are the sources from which the metadata of graph objects are collected. 
-* [Organizations](/data-model/entities/organization) correspond to companies or research institutions involved in projects,
+* [Organizations](./entities/organization) correspond to companies or research institutions involved in projects
 responsible for operating data sources or consisting the affiliations of Product creators.
-* [Projects](/data-model/entities/project) are research project grants funded by a Funding Stream of a Funder.
+* [Projects](./entities/project) are research project grants funded by a Funding Stream of a Funder.
-* [Communities](/data-model/entities/community) are groups of people with a common research intent (e.g. research infrastructures, university alliances).
+* [Communities](./entities/community) are groups of people with a common research intent (e.g. research infrastructures, university alliances).
 
 :::note Further reading
 

versioned_docs/version-5.2.0/data-model/relationships/relationship-types.md

@@ -6,32 +6,32 @@ Note: the labels used to specify the semantic of the relationships are (for the
 
 |  # | Source entity type                     | Target entity type                     | Relation name / inverse                                    | Provenance                                      |
 |:--:|:--------------------------------------:|:--------------------------------------:|:----------------------------------------------------------:|:-----------------------------------------------:|
-| 1  | [Project](/data-model/entities/project)            | [Result](/data-model/entities/result)              | produces / isProducedBy                                    | Harvested, Inferred by OpenAIRE, Linked by user |
+| 1  | [Project](../../data-model/entities/project)            | [Result](../../data-model/entities/result)              | produces / isProducedBy                                    | Harvested, Inferred by OpenAIRE, Linked by user |
-| 2  | [Project](/data-model/entities/project)            | [Organization](/data-model/entities/organization)  | hasParticipant / isParticipant                             | Harvested                                       |
+| 2  | [Project](../../data-model/entities/project)            | [Organization](../../data-model/entities/organization)  | hasParticipant / isParticipant                             | Harvested                                       |
-| 3  | [Project](/data-model/entities/project)            | [Community](/data-model/entities/community)        | IsRelatedTo / IsRelatedTo                                  | Linked by user                                  |
+| 3  | [Project](../../data-model/entities/project)            | [Community](../../data-model/entities/community)        | IsRelatedTo / IsRelatedTo                                  | Linked by user                                  |
-| 4  | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsAmongTopNSimilarDocuments / HasAmongTopNSimilarDocuments | Inferred by OpenAIRE                            |
+| 4  | [Result](../../data-model/entities/result)              | [Result](../../data-model/entities/result)              | IsAmongTopNSimilarDocuments / HasAmongTopNSimilarDocuments | Inferred by OpenAIRE                            |
-| 5  | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsSupplementTo / IsSupplementedBy                          | Harvested                                       |
+| 5  | [Result](../../data-model/entities/result)              | [Result](../../data-model/entities/result)              | IsSupplementTo / IsSupplementedBy                          | Harvested                                       |
-| 6  | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsRelatedTo / IsRelatedTo                                  | Harvested, Inferred by OpenAIRE, Linked by user |
+| 6  | [Result](../../data-model/entities/result)              | [Result](../../data-model/entities/result)              | IsRelatedTo / IsRelatedTo                                  | Harvested, Inferred by OpenAIRE, Linked by user |
-| 7  | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsPartOf / HasPart                                         | Harvested                                       |
+| 7  | [Result](../../data-model/entities/result)              | [Result](../../data-model/entities/result)              | IsPartOf / HasPart                                         | Harvested                                       |
-| 8  | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsDocumentedBy / Documents                                 | Harvested                                       |
+| 8  | [Result](../../data-model/entities/result)              | [Result](../../data-model/entities/result)              | IsDocumentedBy / Documents                                 | Harvested                                       |
-| 9  | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsObsoletedBy / Obsoletes                                  | Harvested                                       |
+| 9  | [Result](../../data-model/entities/result)              | [Result](../../data-model/entities/result)              | IsObsoletedBy / Obsoletes                                  | Harvested                                       |
-| 10 | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsSourceOf / IsDerivedFrom                                 | Harvested                                       |
+| 10 | [Result](../../data-model/entities/result)              | [Result](../../data-model/entities/result)              | IsSourceOf / IsDerivedFrom                                 | Harvested                                       |
-| 11 | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsCompiledBy / Compiles                                    | Harvested                                       |
+| 11 | [Result](../../data-model/entities/result)              | [Result](../../data-model/entities/result)              | IsCompiledBy / Compiles                                    | Harvested                                       |
-| 12 | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsRequiredBy / Requires                                    | Harvested                                       |
+| 12 | [Result](../../data-model/entities/result)              | [Result](../../data-model/entities/result)              | IsRequiredBy / Requires                                    | Harvested                                       |
-| 13 | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsCitedBy / Cites                                          | Harvested, Inferred by OpenAIRE                 |
+| 13 | [Result](../../data-model/entities/result)              | [Result](../../data-model/entities/result)              | IsCitedBy / Cites                                          | Harvested, Inferred by OpenAIRE                 |
-| 14 | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsReferencedBy / References                                | Harvested                                       |
+| 14 | [Result](../../data-model/entities/result)              | [Result](../../data-model/entities/result)              | IsReferencedBy / References                                | Harvested                                       |
-| 15 | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsReviewedBy / Reviews                                     | Harvested                                       |
+| 15 | [Result](../../data-model/entities/result)              | [Result](../../data-model/entities/result)              | IsReviewedBy / Reviews                                     | Harvested                                       |
-| 16 | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsOriginalFormOf / IsVariantFormOf                         | Harvested                                       |
+| 16 | [Result](../../data-model/entities/result)              | [Result](../../data-model/entities/result)              | IsOriginalFormOf / IsVariantFormOf                         | Harvested                                       |
-| 17 | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsVersionOf / HasVersion                                   | Harvested                                       |
+| 17 | [Result](../../data-model/entities/result)              | [Result](../../data-model/entities/result)              | IsVersionOf / HasVersion                                   | Harvested                                       |
-| 18 | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsIdenticalTo / IsIdenticalTo                              | Harvested                                       |
+| 18 | [Result](../../data-model/entities/result)              | [Result](../../data-model/entities/result)              | IsIdenticalTo / IsIdenticalTo                              | Harvested                                       |
-| 19 | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsPreviousVersionOf / IsNewVersionOf                       | Harvested                                       |
+| 19 | [Result](../../data-model/entities/result)              | [Result](../../data-model/entities/result)              | IsPreviousVersionOf / IsNewVersionOf                       | Harvested                                       |
-| 20 | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsContinuedBy / Continues                                  | Harvested                                       |
+| 20 | [Result](../../data-model/entities/result)              | [Result](../../data-model/entities/result)              | IsContinuedBy / Continues                                  | Harvested                                       |
-| 21 | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsDescribedBy / Describes                                  | Harvested                                       |
+| 21 | [Result](../../data-model/entities/result)              | [Result](../../data-model/entities/result)              | IsDescribedBy / Describes                                  | Harvested                                       |
-| 22 | [Result](/data-model/entities/result)              | [Organization](/data-model/entities/organization)  | hasAuthorInstitution / isAuthorInstitutionOf               | Harvested, Inferred by OpenAIRE                 |
+| 22 | [Result](../../data-model/entities/result)              | [Organization](../../data-model/entities/organization)  | hasAuthorInstitution / isAuthorInstitutionOf               | Harvested, Inferred by OpenAIRE                 |
-| 23 | [Result](/data-model/entities/result)              | [Data source](/data-model/entities/data-source)    | isHostedBy / hosts                                         | Harvested, Inferred by OpenAIRE                 |
+| 23 | [Result](../../data-model/entities/result)              | [Data source](../../data-model/entities/data-source)    | isHostedBy / hosts                                         | Harvested, Inferred by OpenAIRE                 |
-| 24 | [Result](/data-model/entities/result)              | [Data source](/data-model/entities/data-source)    | isProvidedBy / provides                                    | Harvested                                       |
+| 24 | [Result](../../data-model/entities/result)              | [Data source](../../data-model/entities/data-source)    | isProvidedBy / provides                                    | Harvested                                       |
-| 25 | [Result](/data-model/entities/result)              | [Community](/data-model/entities/community)        | IsRelatedTo / IsRelatedTo                                  | Harvested, Inferred by OpenAIRE, Linked by user |
+| 25 | [Result](../../data-model/entities/result)              | [Community](../../data-model/entities/community)        | IsRelatedTo / IsRelatedTo                                  | Harvested, Inferred by OpenAIRE, Linked by user |
-| 26 | [Organization](/data-model/entities/organization)  | [Community](/data-model/entities/community)        | IsRelatedTo / IsRelatedTo                                  | Linked by user                                  |
+| 26 | [Organization](../../data-model/entities/organization)  | [Community](../../data-model/entities/community)        | IsRelatedTo / IsRelatedTo                                  | Linked by user                                  |
-| 27 | [Organization](/data-model/entities/organization)  | [Organization](/data-model/entities/organization)  | IsChildOf / IsParentOf                                     | Linked by user                                  |
+| 27 | [Organization](../../data-model/entities/organization)  | [Organization](../../data-model/entities/organization)  | IsChildOf / IsParentOf                                     | Linked by user                                  |
-| 28 | [Data source](/data-model/entities/data-source)    | [Community](/data-model/entities/community)        | IsRelatedTo / IsRelatedTo                                  | Linked by user                                  |
+| 28 | [Data source](../../data-model/entities/data-source)    | [Community](../../data-model/entities/community)        | IsRelatedTo / IsRelatedTo                                  | Linked by user                                  |
-| 29 | [Data source](/data-model/entities/data-source)    | [Organization](/data-model/entities/organization)  | isProvidedBy / provides                                    | Harvested                                       |
+| 29 | [Data source](../../data-model/entities/data-source)    | [Organization](../../data-model/entities/organization)  | isProvidedBy / provides                                    | Harvested                                       |

versioned_docs/version-5.2.0/downloads/alternative-model/extendedresult.md

@@ -8,7 +8,7 @@ sidebar_position: 1
 # Extended Result
 
 
-It is a subclass of [Result](/data-model/entities/result) extended with information regarding projects (and funders), research communities/infrastructure and related data sources.
+It is a subclass of [Result](../../data-model/entities/result) extended with information regarding projects (and funders), research communities/infrastructure and related data sources.
 
 
 

versioned_docs/version-5.2.0/graph-production-workflow/cleaning.md

@@ -27,7 +27,7 @@ A vocabulary is a data structure that defines a list of terms, and for each term
             [...]
 ```
 
-Each vocabulary is typically used to control and harmonise the values available in a specific field characterising the bibliographic records. The example above provides a preview of the vocabulary used to clean the [result's instance typology](/data-model/entities/result#instance).
+Each vocabulary is typically used to control and harmonise the values available in a specific field characterising the bibliographic records. The example above provides a preview of the vocabulary used to clean the [result's instance typology](../data-model/entities/result#instance).
 
 The content of the vocabularies can be accessed on [api.openaire.eu/vocabularies](https://api.openaire.eu/vocabularies/).
 

versioned_docs/version-5.2.0/graph-production-workflow/indicators-ingestion/impact-indicators.md

@@ -1,6 +1,6 @@
 # Impact indicators
 
-This page summarises all calculated impact indicators, provided by [BIP!](https://bip.imsi.athenarc.gr/), which are included in the [impactMeasures](/data-model/entities/other#impactmeasures) property (found under the [indicators](/data-model/entities/result#indicators) property of the result).
+This page summarises all calculated impact indicators, provided by [BIP!](https://bip.imsi.athenarc.gr/), which are included in the It is a subclass of [Result](../../data-model/entities/result) extended with information regarding p[impactMeasures](/data-model/entities/other#impactmeasures) property (found under the [indicators](../../data-model/entities/result#indicators)rojects (and funders) property of the result).
 
 It should be noted that the impact indicators are being calculated on the level of the research output.
 Below we explain their main intuition, the way they are calculated, and their most important limitations, in an attempt help avoiding common pitfalls and misuses.

versioned_docs/version-6.0.0/changelog.md

@@ -24,8 +24,8 @@ _Start Date: 2023-07-26 • Release Date: 2023-08-16 • Dump release: **y
 
 #### Changed
 
-- [Relationship data model](/data-model/relationships/relationship-object): flattened properties source, sourceType, target, targetType
+- [Relationship data model](./data-model/relationships/relationship-object): flattened properties source, sourceType, target, targetType
-- BIP! indicators are now serialised as an array; see the updated model [here](/data-model/entities/other#bipindicators) 
+- BIP! indicators are now serialised as an array; see the updated model [here](./data-model/entities/other#bipindicators) 
 - Crossref dump from June 2023
 - ORCID works without a DOI from June 2023
 - Usage counts from June 2023
@@ -88,8 +88,8 @@ _Start Date: 2023-02-13 • Release Date: 2023-03-01 • Dump release: **n
 - Revised SDG classification: improved coverage (+600K classified DOIs)
 - General increase of the funded scientific outputs, thanks to the full text mining scanning new OpenAccess publications
 - Integrated contents from
-  - [EMBL-EBIs Protein Data Bank in Europe](/graph-production-workflow/aggregation/non-compatible-sources/ebi)
+  - [EMBL-EBIs Protein Data Bank in Europe](./graph-production-workflow/aggregation/non-compatible-sources/ebi)
-  - [UniProtKB/Swiss-Prot](/graph-production-workflow//aggregation/non-compatible-sources/uniprot)
+  - [UniProtKB/Swiss-Prot](./graph-production-workflow//aggregation/non-compatible-sources/uniprot)
 
 #### Changed
 
@@ -121,14 +121,14 @@ _Start Date: 2022-12-19 • Release Date: 2022-12-28 • Dump release: **y
 
 #### Added
 
-- [Impact & Usage indicators](/data-model/entities/result#indicators) at the level of the Result
+- [Impact & Usage indicators](./data-model/entities/result#indicators) at the level of the Result
-- [Beginner's kit](/downloads/beginners-kit) in the Downloads section
+- [Beginner's kit](./downloads/beginners-kit) in the Downloads section
-- New relationship types were introduced; see the complete list [here](/data-model/relationships/relationship-types)
+- New relationship types were introduced; see the complete list [here](./data-model/relationships/relationship-types)
 
 #### Changed
 
-- FOS and SDGs were removed from the [result subjects](/data-model/entities/result#subjects)
+- FOS and SDGs were removed from the [result subjects](./data-model/entities/result#subjects)
-- Measures were removed from the [result instance](/data-model/entities/result#instance)
+- Measures were removed from the [result instance](./data-model/entities/result#instance)
 - Updated DOIBoost to include publications from Crossref and the works from ORCID with a DOI until November 2022
 - Added ORCID works without a DOI from November 2022
 

versioned_docs/version-6.0.0/data-model/data-model.md

@@ -11,12 +11,12 @@ The latest version of the JSON schema can be found on the [Downloads](../downloa
 The figure above, presents the graph's data model. 
 Its main entities are described in brief below:
 
-* [Results](/data-model/entities/result) represent the outcomes (or products) of research activities.
+* [Results](./entities/result) represent the outcomes (or products) of research activities.
-* [Data Sources](/data-model/entities/data-source) are the sources from which the metadata of graph objects are collected. 
+* [Data Sources](./entities/data-source) are the sources from which the metadata of graph objects are collected. 
-* [Organizations](/data-model/entities/organization) correspond to companies or research institutions involved in projects,
+* [Organizations](./entities/organization) correspond to companies or research institutions involved in projects
 responsible for operating data sources or consisting the affiliations of Product creators.
-* [Projects](/data-model/entities/project) are research project grants funded by a Funding Stream of a Funder.
+* [Projects](./entities/project) are research project grants funded by a Funding Stream of a Funder.
-* [Communities](/data-model/entities/community) are groups of people with a common research intent (e.g. research infrastructures, university alliances).
+* [Communities](./entities/community) are groups of people with a common research intent (e.g. research infrastructures, university alliances).
 
 :::note Further reading
 

versioned_docs/version-6.0.0/data-model/relationships/relationship-types.md

@@ -6,32 +6,32 @@ Note: the labels used to specify the semantic of the relationships are (for the
 
 |  # | Source entity type                     | Target entity type                     | Relation name / inverse                                    | Provenance                                      |
 |:--:|:--------------------------------------:|:--------------------------------------:|:----------------------------------------------------------:|:-----------------------------------------------:|
-| 1  | [Project](/data-model/entities/project)            | [Result](/data-model/entities/result)              | produces / isProducedBy                                    | Harvested, Inferred by OpenAIRE, Linked by user |
+| 1  | [Project](../../data-model/entities/project)            | [Result](../../data-model/entities/result)              | produces / isProducedBy                                    | Harvested, Inferred by OpenAIRE, Linked by user |
-| 2  | [Project](/data-model/entities/project)            | [Organization](/data-model/entities/organization)  | hasParticipant / isParticipant                             | Harvested                                       |
+| 2  | [Project](../../data-model/entities/project)            | [Organization](../../data-model/entities/organization)  | hasParticipant / isParticipant                             | Harvested                                       |
-| 3  | [Project](/data-model/entities/project)            | [Community](/data-model/entities/community)        | IsRelatedTo / IsRelatedTo                                  | Linked by user                                  |
+| 3  | [Project](../../data-model/entities/project)            | [Community](../../data-model/entities/community)        | IsRelatedTo / IsRelatedTo                                  | Linked by user                                  |
-| 4  | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsAmongTopNSimilarDocuments / HasAmongTopNSimilarDocuments | Inferred by OpenAIRE                            |
+| 4  | [Result](../../data-model/entities/result)              | [Result](../../data-model/entities/result)              | IsAmongTopNSimilarDocuments / HasAmongTopNSimilarDocuments | Inferred by OpenAIRE                            |
-| 5  | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsSupplementTo / IsSupplementedBy                          | Harvested                                       |
+| 5  | [Result](../../data-model/entities/result)              | [Result](../../data-model/entities/result)              | IsSupplementTo / IsSupplementedBy                          | Harvested                                       |
-| 6  | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsRelatedTo / IsRelatedTo                                  | Harvested, Inferred by OpenAIRE, Linked by user |
+| 6  | [Result](../../data-model/entities/result)              | [Result](../../data-model/entities/result)              | IsRelatedTo / IsRelatedTo                                  | Harvested, Inferred by OpenAIRE, Linked by user |
-| 7  | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsPartOf / HasPart                                         | Harvested                                       |
+| 7  | [Result](../../data-model/entities/result)              | [Result](../../data-model/entities/result)              | IsPartOf / HasPart                                         | Harvested                                       |
-| 8  | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsDocumentedBy / Documents                                 | Harvested                                       |
+| 8  | [Result](../../data-model/entities/result)              | [Result](../../data-model/entities/result)              | IsDocumentedBy / Documents                                 | Harvested                                       |
-| 9  | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsObsoletedBy / Obsoletes                                  | Harvested                                       |
+| 9  | [Result](../../data-model/entities/result)              | [Result](../../data-model/entities/result)              | IsObsoletedBy / Obsoletes                                  | Harvested                                       |
-| 10 | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsSourceOf / IsDerivedFrom                                 | Harvested                                       |
+| 10 | [Result](../../data-model/entities/result)              | [Result](../../data-model/entities/result)              | IsSourceOf / IsDerivedFrom                                 | Harvested                                       |
-| 11 | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsCompiledBy / Compiles                                    | Harvested                                       |
+| 11 | [Result](../../data-model/entities/result)              | [Result](../../data-model/entities/result)              | IsCompiledBy / Compiles                                    | Harvested                                       |
-| 12 | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsRequiredBy / Requires                                    | Harvested                                       |
+| 12 | [Result](../../data-model/entities/result)              | [Result](../../data-model/entities/result)              | IsRequiredBy / Requires                                    | Harvested                                       |
-| 13 | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsCitedBy / Cites                                          | Harvested, Inferred by OpenAIRE                 |
+| 13 | [Result](../../data-model/entities/result)              | [Result](../../data-model/entities/result)              | IsCitedBy / Cites                                          | Harvested, Inferred by OpenAIRE                 |
-| 14 | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsReferencedBy / References                                | Harvested                                       |
+| 14 | [Result](../../data-model/entities/result)              | [Result](../../data-model/entities/result)              | IsReferencedBy / References                                | Harvested                                       |
-| 15 | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsReviewedBy / Reviews                                     | Harvested                                       |
+| 15 | [Result](../../data-model/entities/result)              | [Result](../../data-model/entities/result)              | IsReviewedBy / Reviews                                     | Harvested                                       |
-| 16 | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsOriginalFormOf / IsVariantFormOf                         | Harvested                                       |
+| 16 | [Result](../../data-model/entities/result)              | [Result](../../data-model/entities/result)              | IsOriginalFormOf / IsVariantFormOf                         | Harvested                                       |
-| 17 | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsVersionOf / HasVersion                                   | Harvested                                       |
+| 17 | [Result](../../data-model/entities/result)              | [Result](../../data-model/entities/result)              | IsVersionOf / HasVersion                                   | Harvested                                       |
-| 18 | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsIdenticalTo / IsIdenticalTo                              | Harvested                                       |
+| 18 | [Result](../../data-model/entities/result)              | [Result](../../data-model/entities/result)              | IsIdenticalTo / IsIdenticalTo                              | Harvested                                       |
-| 19 | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsPreviousVersionOf / IsNewVersionOf                       | Harvested                                       |
+| 19 | [Result](../../data-model/entities/result)              | [Result](../../data-model/entities/result)              | IsPreviousVersionOf / IsNewVersionOf                       | Harvested                                       |
-| 20 | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsContinuedBy / Continues                                  | Harvested                                       |
+| 20 | [Result](../../data-model/entities/result)              | [Result](../../data-model/entities/result)              | IsContinuedBy / Continues                                  | Harvested                                       |
-| 21 | [Result](/data-model/entities/result)              | [Result](/data-model/entities/result)              | IsDescribedBy / Describes                                  | Harvested                                       |
+| 21 | [Result](../../data-model/entities/result)              | [Result](../../data-model/entities/result)              | IsDescribedBy / Describes                                  | Harvested                                       |
-| 22 | [Result](/data-model/entities/result)              | [Organization](/data-model/entities/organization)  | hasAuthorInstitution / isAuthorInstitutionOf               | Harvested, Inferred by OpenAIRE                 |
+| 22 | [Result](../../data-model/entities/result)              | [Organization](../../data-model/entities/organization)  | hasAuthorInstitution / isAuthorInstitutionOf               | Harvested, Inferred by OpenAIRE                 |
-| 23 | [Result](/data-model/entities/result)              | [Data source](/data-model/entities/data-source)    | isHostedBy / hosts                                         | Harvested, Inferred by OpenAIRE                 |
+| 23 | [Result](../../data-model/entities/result)              | [Data source](../../data-model/entities/data-source)    | isHostedBy / hosts                                         | Harvested, Inferred by OpenAIRE                 |
-| 24 | [Result](/data-model/entities/result)              | [Data source](/data-model/entities/data-source)    | isProvidedBy / provides                                    | Harvested                                       |
+| 24 | [Result](../../data-model/entities/result)              | [Data source](../../data-model/entities/data-source)    | isProvidedBy / provides                                    | Harvested                                       |
-| 25 | [Result](/data-model/entities/result)              | [Community](/data-model/entities/community)        | IsRelatedTo / IsRelatedTo                                  | Harvested, Inferred by OpenAIRE, Linked by user |
+| 25 | [Result](../../data-model/entities/result)              | [Community](../../data-model/entities/community)        | IsRelatedTo / IsRelatedTo                                  | Harvested, Inferred by OpenAIRE, Linked by user |
-| 26 | [Organization](/data-model/entities/organization)  | [Community](/data-model/entities/community)        | IsRelatedTo / IsRelatedTo                                  | Linked by user                                  |
+| 26 | [Organization](../../data-model/entities/organization)  | [Community](../../data-model/entities/community)        | IsRelatedTo / IsRelatedTo                                  | Linked by user                                  |
-| 27 | [Organization](/data-model/entities/organization)  | [Organization](/data-model/entities/organization)  | IsChildOf / IsParentOf                                     | Linked by user                                  |
+| 27 | [Organization](../../data-model/entities/organization)  | [Organization](../../data-model/entities/organization)  | IsChildOf / IsParentOf                                     | Linked by user                                  |
-| 28 | [Data source](/data-model/entities/data-source)    | [Community](/data-model/entities/community)        | IsRelatedTo / IsRelatedTo                                  | Linked by user                                  |
+| 28 | [Data source](../../data-model/entities/data-source)    | [Community](../../data-model/entities/community)        | IsRelatedTo / IsRelatedTo                                  | Linked by user                                  |
-| 29 | [Data source](/data-model/entities/data-source)    | [Organization](/data-model/entities/organization)  | isProvidedBy / provides                                    | Harvested                                       |
+| 29 | [Data source](../../data-model/entities/data-source)    | [Organization](../../data-model/entities/organization)  | isProvidedBy / provides                                    | Harvested                                       |

versioned_docs/version-6.0.0/downloads/alternative-model/extendedresult.md

@@ -8,7 +8,7 @@ sidebar_position: 1
 # Extended Result
 
 
-It is a subclass of [Result](/data-model/entities/result) extended with information regarding projects (and funders), research communities/infrastructure and related data sources.
+It is a subclass of [Result](../../data-model/entities/result) extended with information regarding projects (and funders), research communities/infrastructure and related data sources.
 
 
 

versioned_docs/version-6.0.0/graph-production-workflow/cleaning.md

@@ -27,7 +27,7 @@ A vocabulary is a data structure that defines a list of terms, and for each term
             [...]
 ```
 
-Each vocabulary is typically used to control and harmonise the values available in a specific field characterising the bibliographic records. The example above provides a preview of the vocabulary used to clean the [result's instance typology](/data-model/entities/result#instance).
+Each vocabulary is typically used to control and harmonise the values available in a specific field characterising the bibliographic records. The example above provides a preview of the vocabulary used to clean the [result's instance typology](../data-model/entities/result#instance).
 
 The content of the vocabularies can be accessed on [api.openaire.eu/vocabularies](https://api.openaire.eu/vocabularies/).
 

versioned_docs/version-6.0.0/graph-production-workflow/indicators-ingestion/impact-indicators.md

@@ -1,6 +1,6 @@
 # Impact indicators
 
-This page summarises all calculated impact indicators, provided by [BIP!](https://bip.imsi.athenarc.gr/), which are included in the [bipIndicators](/data-model/entities/other#bipindicators) property (found under the [indicators](/data-model/entities/result#indicators) property of the result).
+This page summarises all calculated impact indicators, provided by [BIP!](https://bip.imsi.athenarc.gr/), which are included in the [bipIndicators](/data-model/entities/other#bipindicators) property (found under the [indicators](../../data-model/entities/result#indicators) property of the result).
 
 It should be noted that the impact indicators are being calculated on the level of the research output.
 Below we explain their main intuition, the way they are calculated, and their most important limitations, in an attempt help avoiding common pitfalls and misuses.

versioned_docs/version-6.1.1/changelog.md

@@ -40,8 +40,8 @@ _Start Date: 2023-07-26 • Release Date: 2023-08-16 • Dump release: **y
 
 #### Changed
 
-- [Relationship data model](/data-model/relationships/relationship-object): flattened properties source, sourceType, target, targetType
+- [Relationship data model](./data-model/relationships/relationship-object): flattened properties source, sourceType, target, targetType
-- BIP! indicators are now serialised as an array; see the updated model [here](/data-model/entities/other#bipindicators) 
+- BIP! indicators are now serialised as an array; see the updated model [here](./data-model/entities/other#bipindicators) 
 - Crossref dump from June 2023
 - ORCID works without a DOI from June 2023
 - Usage counts from June 2023
@@ -104,8 +104,8 @@ _Start Date: 2023-02-13 • Release Date: 2023-03-01 • Dump release: **n
 - Revised SDG classification: improved coverage (+600K classified DOIs)
 - General increase of the funded scientific outputs, thanks to the full text mining scanning new OpenAccess publications
 - Integrated contents from
-  - [EMBL-EBIs Protein Data Bank in Europe](/graph-production-workflow/aggregation/non-compatible-sources/ebi)
+  - [EMBL-EBIs Protein Data Bank in Europe](./graph-production-workflow/aggregation/non-compatible-sources/ebi)
-  - [UniProtKB/Swiss-Prot](/graph-production-workflow//aggregation/non-compatible-sources/uniprot)
+  - [UniProtKB/Swiss-Prot](./graph-production-workflow//aggregation/non-compatible-sources/uniprot)
 
 #### Changed
 
@@ -137,14 +137,14 @@ _Start Date: 2022-12-19 • Release Date: 2022-12-28 • Dump release: **y
 
 #### Added
 
-- [Impact & Usage indicators](/data-model/entities/result#indicators) at the level of the Result
+- [Impact & Usage indicators](./data-model/entities/result#indicators) at the level of the Result
-- [Beginner's kit](/downloads/beginners-kit) in the Downloads section
+- [Beginner's kit](./downloads/beginners-kit) in the Downloads section
-- New relationship types were introduced; see the complete list [here](/data-model/relationships/relationship-types)
+- New relationship types were introduced; see the complete list [here](./data-model/relationships/relationship-types)
 
 #### Changed
 
-- FOS and SDGs were removed from the [result subjects](/data-model/entities/result#subjects)
+- FOS and SDGs were removed from the [result subjects](./data-model/entities/result#subjects)
-- Measures were removed from the [result instance](/data-model/entities/result#instance)
+- Measures were removed from the [result instance](./data-model/entities/result#instance)
 - Updated DOIBoost to include publications from Crossref and the works from ORCID with a DOI until November 2022
 - Added ORCID works without a DOI from November 2022
 

versioned_docs/version-6.1.1/data-model/data-model.md

@@ -11,12 +11,12 @@ The latest version of the JSON schema can be found on the [Downloads](../downloa
 The figure above, presents the graph's data model. 
 Its main entities are described in brief below:
 
-* [Results](/data-model/entities/result) represent the outcomes (or products) of research activities.
+* [Results](./entities/result) represent the outcomes (or products) of research activities.
-* [Data Sources](/data-model/entities/data-source) are the sources from which the metadata of graph objects are collected. 
+* [Data Sources](./entities/data-source) are the sources from which the metadata of graph objects are collected. 
-* [Organizations](/data-model/entities/organization) correspond to companies or research institutions involved in projects,
+* [Organizations](./entities/organization) correspond to companies or research institutions involved in projects
 responsible for operating data sources or consisting the affiliations of Product creators.
-* [Projects](/data-model/entities/project) are research project grants funded by a Funding Stream of a Funder.
+* [Projects](./entities/project) are research project grants funded by a Funding Stream of a Funder.
-* [Communities](/data-model/entities/community) are groups of people with a common research intent (e.g. research infrastructures, university alliances).
+* [Communities](./entities/community) are groups of people with a common research intent (e.g. research infrastructures, university alliances).
 
 :::note Further reading