Parsing inflected forms may not always work as expected. If the following does not give the correct word, try Latin Words or Perseus.
partĭcĭpātor, ōris, m. [participo], a participator (late Lat.), Just. Imp. Fid. Conf. ap. Agapet. Pap. Ep. 1.