This is a real place

It’s somewhere in Pennsylvania. Most people may know of it from the Simpsons episode of when Bart loses the Olympics for Springfield through his stand-up routine. The joke involving this name happens during Bart’s interview of Superintendent Chalmers, namely, where was he born?