Will the police come if your phone is off the hook?

It depends on what you mean, but I'll take a stab at an answer. If you simply leave your phone off the hook accidentally, no, at least not here in my city. If you call 911 and hang up and the dispatcher tries to call back and doesn't get an answer, they will probably dispatch a car to your address.