This is one of my favorite films!  He did see him mother in the park.  I don't remember how they knew each other, but she didn't want to acknowledge him for the same reason that he was taken away and hidden, I think.  It had a lot to do with the politics of the day.  Also, I don't think that he was accepted for being who he thought he was.