4.3 Entity & Knowledge Graph ✦MediumInferred

Entity attributes conflict across sources

What it is

Founding/location differ between sources.

Why it matters

Conflicting facts weaken confidence in the entity.

How to fix it

Reconcile facts across all profiles.

Impact

Low-medium. Inferred.

Evidence

Consistent facts strengthen entity confidence. Google, Search Quality Rater Guidelines (PDF)