I've had Taxis drive away when someone in my party said "we're going to <place in South Brooklyn>" before anyone got in the vehicle. Cabbies don't want to leave Manhattan. And for that reason you also won't find them outside Manhattan. There's the green borough cabs, but good luck finding one to flag down on a random street in Bay Ridge.