Entity disambiguation — Entity disambiguation is the process of telling apart entities that look alike, such as two businesses with similar names. Machines rely on distinguishing details, like addresses, identifiers, and linked profiles, to keep them separate. The more consistent and connected a business’s identity is, the easier it is to disambiguate. Weak signals invite confusion with competitors or unrelated companies.

Added October 21, 2026