"undecorate" is not a word

OK, if it's not a word, what is it? It's not an illegal set of phonemes in English. It's composed of perfectly acceptable morphemes. It means something and is perfectly understandable in context. And, the kicker, undecorated is in the OED and is listed as a particple. If not a participle of undecorate, then of what?