Automated tool for determining and providing building information for multiple partially described proximate geographical regions

Techniques are described for performing automated operations related to determining and providing information about buildings in multiple geographical regions in response to a query with partial descriptions of the regions and optionally partial descriptions of one or more additional locations in the regions, such as to automatically respond to a free-form natural language request having partial descriptions of names of multiple proximate geographical regions and of one or more point-of-interest (POI) locations by determining the intended geographical regions and POI locations and using them in generating corresponding response information. The described techniques may do inter-position distance filtering for at least some combinations of geographical region candidates and POI location candidates, and using a top-ranked combination that has a candidate for each geographical region and POI location designation in the query to determine responsive information for the received query.