Other spoilers have indicated to me that Peter does not know much about Neal's early life. It seems odd to me that he wouldn't have researched that - he knew his shoe size, after all - so anything he could dig up on him he probably would. It makes me wonder if Neal has fudged his records so that stuff before he turned eighteen is gone.