Lithgow spouted conspiracy theories about mass voter fraud in the bit, at one point cooking up a strange ghostly narrative about why Trump had appeared to distance himself from him.
Host Stephen Colbert, meanwhile, did his best to shoot the lies down.
Check out the full bit here: