There are three pieces on the bumper, left hand cap, right hand cap, and the main rear bumper. I think there are 3 bolts that are holding the bumper to the car, but in order to remove I'm pretty sure you need to remove the mud flaps, as well as the running boards.
I bought a new LH bumper cap...