context: It is probably not the case that Julius is green. It is unlikely that Lily is yellow. There is a better than even chance that Bernhard is a swan.
hypothesis: It is highly unlikely that lily is yellow, and Julius is green.
valid_hypothesis: It is highly unlikely that lily is yellow, and Julius is green.
invalid_hypothesis: It is highly likely that lily is yellow, and Julius is green.
hypothesis_assertion: Lily is yellow, and Julius is green.