We in California call it the BEACH. I've never heard anyone say, "I'm going down to the shore."
Haven't you heard "Sally sells sea shells by the sea shore"?
I'm also from philly but I don't put gravy on my pasta, I use sauce. I was told by some people of italian decent that "gravy on your pasta" is an italian idiom.