As stated above THHN is not allowed in a wet location. Also as stated above most of us have not seen THHN that was not also rated THWN.
Again as stated above underground conduit is a wet location. It doesn’t matter if it’s PVC, Rigid or what ever. If you had conductors marked THHN only it would be a violation to install them in underground conduit.