Illegitimacy was one of the things I first thought of when I started finding the discrepancies. I am getting lost in the possibilities as I said below. I appreciate the information both of you gave me.
Some of the first things my grandmother told me when I asked her 25+ years ago as a teenager, I just took at face value. It wasn't until I discovered the Family History library 8 years ago in my city and got the internet at home that I could really research. That was why I was unable to requestion my grandmother - at that point she was dying and all the way across the country.
I have all kinds of potential names for the same people:
Nancy Monica Sammon => Annie James ?
Catherine James => Catherine Ellen Hughes ?
Henry James
Lloyd (Loheide) James