A phrase or expression in which the component words contradict one another, often unintentionally, or are claimed to do so when seen from a particular point of view.
contrariety
noun
Opposition or contrariness; cross-purposes, marked contrast.
How often have the words contradiction in terms and contrariety occurred in a corpus of books? (source: Google Ngram Viewer )