There is no pedestrian crossing in NYC that is not either signed or signalled, so there is zero ambiguity about when you are supposed to stop. I’m guessing you are leaving out part of the story and very curious what the actual citation was. Regardless, your first sentence is blatant misinformation, please be careful about how you phrase things.