Having been to Tom's once (save yourself the time, service is terrible and food is mediocre at best, and prices reflect their assumed popularity), and having lived in that neighborhood, it really does sum up that neighborhood well.

That said, yes, it's a fantastic song, and it's just got this quality to it that is beautiful.