Yeah, I had a very similar experience when a friend of mine got mugged in Chicago (next to wicker park). We were able to call the police within a couple of minutes, and within the next 5 minutes a special response unit got to us, took a description, and then drove around my friend to look for the mugger.
We didn't catch him (right then at least), but I was still impressed with the quick response.