Disambiguation & Entity Linking of Person, Consortium, and Organization in KG registration with fairgraph

When registering entities such as Person, Consortium, or Organization into the Knowledge Graph (KG) via fairgraph (Doc, Code), there is currently a risk of creating duplicates. For example, the same person or organization could be registered multiple times.

Actions:

• Leverage fairgraph’s disambiguation / entity linking logic to check for existing entities before creating a new one.
• Prompt the user to either select the existing disambiguated entry or create a new one.