Wade, it's an easy fix. It just takes a little time to figure all these things out, but once you do it will be a breeze. :) Click on the edit tab on Edward's profile page. On the right hand side you will see:
You will be able to change/remove the date or remove the spouse, whichever is needed for accuracy.