context: It is unlikely that Lily is a lion. It is highly likely that Julius is yellow. It is almost certain that John went to the hallway.
hypothesis: It is improbable that julius is yellow, or John went to the hallway.
valid_hypothesis: It is certain that julius is yellow, or John went to the hallway.
invalid_hypothesis: It is improbable that julius is yellow, or John went to the hallway.
hypothesis_assertion: Julius is yellow, or John went to the hallway.