It also depends on which town/city you're talking about. If I said I live in Richmond/USA, most people would assume the Richmond that resides in Virginia. There is probably a Richmond in most of the 50 states, so it's important to point out that I live in the one in Indiana.
If you're from Manhattan, not need to expand any further on it's whereabouts.