Therefore, even though datasets may have different formats (e.g. CSV, TSV, JSON), only the way data elements are accessed through the RML logical iterator changes while the mapping rules stay the same. As described in the methods section, the implementation of the NanoLinks model was done using YARRRML syntax. The implementation makes more specific decisions on how data is represented in RDF which is not strictly dictated by the model and can vary depending on the datasets and the choices of data creators. For example, ORCID is adopted as the provider of foaf:PersonalProfileDocument, and thus, the RDF resource (object IRI) for foaf:accountServiceHomepage predicate is Moreover, a Research Organization Registry (ROR) identifier was used as a dct:identifier object IRI for the data creator affiliation organization while <https was used as an identifier for the publisher organization.