They know his backstory up to a certain point. They clearly weren't aware that he is now a pirate. Also, this flashback is not that far into the past.
Edit:
Response to below: The hand thing isn't even something I noticed until StillAlive posted that link. Seriously, nobody else sees it? The hat, the nose, the open collar?