Oh, man! If I was 15, I'd ride 100 miles every Saturday!
Seriously, I think you'll have no problem getting yourself ready for a century soon. 5 hours is flying, however, so if I were you, I'd think about dialing back a bit. Enjoy the ride the first time out.