I had this thought: Take one of the other caps off and look very closely, maybe even with magnification and see what marks the cap made on the ID of the aluminum. Then look at the one that is missing and see if you see the same marks. It may have been gone for some time. Not that that will help, but at least you will know something. For what it is worth.
BTW, good title!