Rice paper,lightweight drafter's vellum or "tracing paper". (or cheap cheezy wax paper that doesn't have much wax on it.)

More importantly, glue it to a thin washer to grip it tautly (recycle the one from the busted piece or spring for a nice new one). No paper will work if it has slack in it.