Parsing inflected forms may not always work as expected. If the following does not give the correct word, try Latin Words or Perseus.
sŭpĕrātor, ōris, m. [supero], an overcomer, conqueror (Ovidian): populi Etrusci, Ov. F. 1, 641: Gorgonis (Perseus), id. M. 4, 699.