context: It is highly likely that Julius is green. We believe that Brian is gray. We doubt that Lily is a swan.
hypothesis: It is unlikely that lily is a swan, and Julius is green.
valid_hypothesis: It is unlikely that lily is a swan, and Julius is green.
invalid_hypothesis: It is likely that lily is a swan, and Julius is green.
hypothesis_assertion: Lily is a swan, and Julius is green.