There was a small puncture in the tube. I couldn't find whatever made it still inside the tire.
On the inside of the tire where it is bulging, the rubber from the tire is peeling away and you can see the wire bead underneath.
The tires are Continental Globetrotters BTW. They're a new model touring tire that are supposed to be puncture resistant.