Why MCP for Wikidata Returns Focused Candidate Sets Instead of Large Raw Results
Anyone who has tried to link messy real-world records to Wikidata learns the same lesson fairly quickly: more search results do not automatically produce better decisions. They often do the opposite. A long dump of possible matches feels comprehensive, but in practice it can bury the strongest candidates under noise, force repeated manual review, and make downstream automation brittle. That is why the design choice in the open-source Wikidata + Google Knowledge Graph MCP
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