Although it does push credibility beyond where the rules intend it to go, by definition he can steal a wagon, as you say it is a common item. However in your friend's place I would point out that he cannot steal a Horse or a Mule etc as they are all Rare items.
So he can assume right of ownership of the wagon but he is going to have a tough job hauling it around the city manually.