Knowledge Graph
Database that links entities (people, companies, places) to each other through explicit relationships, used by engines to understand a query's context.
Google links a company to its knowledge graph through consistent signals: name, address, official site, social profiles, mentions on reliable third-party sources. This feeds the knowledge panel shown in search.
A clean knowledge graph also helps language models disambiguate a brand, a prerequisite for citing it correctly.