context: There is a better than even chance that Antoine is thirsty. It is certain that John discarded the apple. It is impossible that Brian is a rhino. It is impossible that if Antoine is thirsty, and John discarded the apple, then Mary went to the hallway. It is probable that if either Antoine is thirsty, or John discarded the apple, then Lily is a frog. There is little chance that if either Antoine is thirsty, or John discarded the apple, then Julius is a swan.
hypothesis: It is highly likely that lily is a frog, or Antoine is thirsty.
valid_hypothesis: It is highly likely that lily is a frog, or Antoine is thirsty.
invalid_hypothesis: We doubt that lily is a frog, or Antoine is thirsty.
hypothesis_assertion: Lily is a frog, or Antoine is thirsty.