Parsing inflected forms may not always work as expected. If the following does not give the correct word, try Latin Words or Perseus.
perpendĭcŭlāris, e, and perpen-dĭcŭlārĭus, a, um, adj. [perpendiculum], perpendicular, Front. Exposit. Form. p. 32 Goes.