context: It is highly unlikely that Julius is green. It is highly unlikely that Greg is a frog. It is probably not the case that Lily is a lion.
hypothesis: It is probable that lily is a lion, and Julius is green.
valid_hypothesis: There is almost no chance that lily is a lion, and Julius is green.
invalid_hypothesis: It is probable that lily is a lion, and Julius is green.
hypothesis_assertion: Lily is a lion, and Julius is green.