context: It is unlikely that Mary went to the bedroom. It is certain that Brian is gray. It is probably not the case that Bernhard is green.
hypothesis: There is a better than even chance that bernhard is green, and Mary went to the bedroom.
valid_hypothesis: It is highly unlikely that bernhard is green, and Mary went to the bedroom.
invalid_hypothesis: There is a better than even chance that bernhard is green, and Mary went to the bedroom.
hypothesis_assertion: Bernhard is green, and Mary went to the bedroom.