rationalize away is a verb meaning "substitute a natural for a supernatural explanation of". It carries one recorded sense.
substitute a natural for a supernatural explanation of
“you can rationalize away all the strange noises you hear--there is no poltergeist in the house!”
Definitions, synonyms and semantic relations for rationalize away come from Princeton University’s WordNet. Commonness is measured against a corpus of everyday English. Full sources and licences.