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I was thinking to use the geonames location database and build a simple fuzzy search engine around it.

What wikidata objects are you referring to?

Maybe human settlement (Q486972) or city/town (Q7930989)? I haven't checked, but I would guess most of them have some coordinate location (P625), especially the bigger ones.

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