Beaver Falls is about 20 miler north of Pittsbugh, not Philly
It could well be that this woman was FROM Philly. “Philly mom”, not “Philly crime”.
After all, she’s still too young and not married with an illegit child. Possibly a traveler, letting the father see the girl.
Can’t say I’m much impressed by most of the whites in this film.