Quote Originally Posted by Monsieur Alphonse
I think that these were the remnants of an enemy army that was about to attack you but rebelled. Usually that army continues its plan of attack.
Nope, I've seen some spontaneous rebels attack my cities (ie they sit around for a few turns, then decide to take the castle)