Among cities with the same name, which one people are probably talking about given their location

Throughout the United States, there are a surprising number of cities that have the same name.In fact, after playing with this interactive map by Russell Samora for The Pudding, it seems more likely that cities share a name with another than not.(Don't quote me on that.)The question is: When someone mentions a city, which one are they talking about?

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