RDF/SPARQL proved to be robust from a technological point of view. The self-allowed flexibility in defining new vocabulary terms is required for the description of the incoming data was a great facilitator of data integration. This contrasts with other research data integration projects run at SIB with classical SQL database, which tend to be hampered by the rigidity of predefined table structures. Nevertheless, high flexibility comes at risk of dispersion and overfitting, which need to be counterbalanced by communication among all collaborators making sure that the progressively gathered knowledge is properly used to model the data. It cannot be overstated that interpersonal dynamics play a central role in the success of such an operation. This approach not only aids in accessing and sharing data but also facilitates seamless integration with other projects, exemplified by the ENPKG companion project .