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.
contrariness
noun
The state of being contrary
How often have the words contradiction in terms and contrariness occurred in a corpus of books? (source: Google Ngram Viewer )