I live in PA. Do a search on the internet to find out where their parents lived. It's likely that a relative of your's has an idea. People leave paper trails. Most people will have court records that you can access for free. I know someone in exactly your situation. The children will likely be put up for adoption if the parents are a lost cause so time may be of the essence.
