context: There is a very good chance that Lily is gray. It is unlikely that Julius is yellow. It is almost certain that Greg is yellow.
hypothesis: It is likely that julius is yellow, and Greg is yellow.
valid_hypothesis: It is unlikely that julius is yellow, and Greg is yellow.
invalid_hypothesis: It is likely that julius is yellow, and Greg is yellow.
hypothesis_assertion: Julius is yellow, and Greg is yellow.