context: It is probably not the case that John went to the bedroom. It is highly unlikely that Lily is a lion. It is probable that Brian is yellow. It is probably not the case that if Lily is a lion, and Brian is yellow, then Bernhard is a frog. It is probably not the case that if Brian is yellow, or John went to the bedroom, then Julius is a swan. There is a better than even chance that if Lily is a lion, and Brian is yellow, then Antoine is bored.
hypothesis: It is likely that brian is yellow, or Bernhard is a frog.
valid_hypothesis: It is likely that brian is yellow, or Bernhard is a frog.
invalid_hypothesis: It is highly unlikely that brian is yellow, or Bernhard is a frog.
hypothesis_assertion: Brian is yellow, or Bernhard is a frog.