I was using the default opponents, I think there's usually 3 opponents by default. I think this is related to my other sudden conquest victory bugs because the same message appears in the debug.err file the turn previous to the victory turn:
Debug Message: WARNING: Unit Troll is owned by a player but has no sovereign, , so it gets no experience.
I think this points to something different than a coincidental defeat of all computer opponents in one turn.