I would absolutely never call the police on a woman. Simply walk far away and let her be someone else's problem.
A police interaction can escalate to ruinous heights within seconds due to no fault of your own. Remember that cop that got scared by an acorn falling and started shooting at random? I don't care how many "good cops" there are, I'm not rolling the dice on encountering an acorn cop.