You are the Profile Manager, so you can. Go onto the Edit tab and scroll down until you see the Last Name At Birth. Next to it will be a small green . Click on that and away you go!
By the way, for future reference: it's 'Unknown' (without the quotes) rather than 'Not Known Yet'.