As I look at my tree I see the same person repeated several times going back in time.
You have to Click on the pencil link at the right side of the child with the wrong father. Then click to Remove or Replace link. Then chose Remove the wrong father. If you know the right one you can replace him instead of just remove him. In this way you save time.
Hoping that it will be helpfull.