Lot of discussion here BUT..
I’m a “me and mine” sort of guy. Call the cops.
You do not know the whole story and it is not worth putting your life on the line.
But I guess I’m the only one here with that opinion.
Do you have a wife? Daughters? Mother? You would protect them only, not just some mere woman being raped by a vicious mob?