This is just my opinion, but a first-person memory would be remembering something you personally did or saw or heard or smelled, etc.  You would be recalling it as if you were there again.  A memory that is not first person would be something like remembering important dates in history, knowing that three times three is nine, knowing how to spell, knowing how to drive, etc.  The difference may be subtle, but makes sense for this condition.