context: It is highly unlikely that Julius is a frog. It is probably not the case that Lily is green. It is highly likely that Greg is yellow.
hypothesis: It is probably not the case that lily is green, and Greg is yellow.
valid_hypothesis: It is probably not the case that lily is green, and Greg is yellow.
invalid_hypothesis: It is highly likely that lily is green, and Greg is yellow.
hypothesis_assertion: Lily is green, and Greg is yellow.