Disambiguation is the fork in the road. There are four “Premier Plumbing” rows. Which one is the one in this city? Resolution is the next step: once you pick, do the other strings belong to that same firm?
Models fail both steps in public. They merge two companies. Or they split one company into a website persona and a map persona and answer with the wrong phone.
What we publish to help
A file that keeps the legal name, the site, and the place on one page. Associations to real places and trades that already exist in Wikidata — not a fake company item. A hash URL that does not change when the theme does.
What we refuse
Minting a Wikipedia page so the model has “an entity.” That is how you get deleted and teach the model a lie about notability.
Read why this exists. Check a name in the registry. Or start with a free check. Gold is $297 a year after the website is proved.