context: There is a better than even chance that Brian is gray. It is highly likely that Lily is yellow. It is probably the case that Mary went to the park. It is probable that if Mary went to the park, or Brian is gray, then John left the football. It is likely that if Mary went to the park, and Brian is gray, then Bernhard is a swan. It is highly unlikely that if either Lily is yellow, or Mary went to the park, then Sumit is bored.
hypothesis: It is highly likely that sumit is bored, and Brian is gray.
valid_hypothesis: There is almost no chance that sumit is bored, and Brian is gray.
invalid_hypothesis: It is highly likely that sumit is bored, and Brian is gray.
hypothesis_assertion: Sumit is bored, and Brian is gray.