The answer to that can be anything anyone would like it to be, depending on what definition of "self" they choose.
I don't see why hardware is any more fungible than a kidney. If your LLM reads the serial numbers of its motherboard/RAM/etc as a seed for entropy you can make identical arguments about body fungibility and self.