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The Wikidata reference journal 818

Fri, Oct 22 reports
Top story · Local · 01:05

From Search to Resolution With MCP for Google Knowledge Graph and Wikidata

Entity resolution sounds straightforward until you try to do it carefully. A name appears in a CRM export, a content catalog, a research spreadsheet, or a historical database. You search for it, get several plausible matches, and then discover the hard part was never search alone. The hard part is deciding whether the thing you found is truly the same thing you started with, and being able to explain that decision later. That is where the recent work around MCP for Googl

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Civic · 22:01

How MCP for Wikidata Supports Batch Resolution Workflows

Batch resolution is where elegant demos usually break. Resolving one person, one company, or one work into a Wikidata QID is manageable by hand. Resolving hundreds or thousands of records is something else entirely. Names repeat. Labels drift across languages. A local record may be sparse, outdated, or slightly malformed. The hard part is not just finding a candidate. It is deciding Wikidata MCP identifier when a match is strong enough to accept automatically, when

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