Why?

Why did most of the family think that Norman was Howards father? After research we have found that the legacy was Norman, Walter Steven then Howard.

Any information on this would be greatly appreciated. Walter died early but did everyone just forget about him? The picture on the far left is Walter Steven Upholee (Uphold) in 1917. (he died in 1919). Norman Upholee on the left.