He kept saying he was neighbors with the owner -- implying he should eat for free, but the owner only vaguely knew who he was.

He didn't bring his wallet with him at all. So he says he's going home to get it and doesn't come back for hours and hours, until he comes back in to write a check. If he is indeed the owners neighbor, his place is two blocks away.