Deterministic resolution outcomes such as AUTO_MATCH
https://entitysearch090.hexaforgey.com/posts/how-mcp-for-wikidata-avoids-overclaiming-identity-matches
Deterministic resolution outcomes such as AUTO_MATCH and AMBIGUOUS make this project useful for audit-friendly AI entity matching workflows.