An entity graph is a machine-readable set of interconnected schema.org nodes (Organization, Person, WebSite, Article) tied together by stable @id references and linked outward via sameAs.
Search engines and answer engines use entity graphs to disambiguate names and attach content to the right entity. Wikidata is a common external anchor.