context: There is a very good chance that Julius is a frog. There is a better than even chance that Lily is green. It is impossible that Fred discarded the milk.
hypothesis: There is little chance that lily is green, or Julius is a frog.
valid_hypothesis: It is highly likely that lily is green, or Julius is a frog.
invalid_hypothesis: There is little chance that lily is green, or Julius is a frog.
hypothesis_assertion: Lily is green, or Julius is a frog.