The movie was filmed in and around New York City. 

Filming locations:

Cable-stayed bridge

In the movie

Scene where John Sullivan is getting drunk on baseball playground under the bridge.

In reality

The scene was filmed On the cable-stayed Tyboro Bridge, which connects the Bronx, Quincy and Manhattan.