context: There is almost no chance that Lily is green. It is probably not the case that John went to the hallway. It is likely that Mary moved to the garden. It is highly likely that if either Lily is green, or John went to the hallway, then Antoine is bored. It is unlikely that if John went to the hallway, or Mary moved to the garden, then Bernhard is a frog. It is highly likely that if either John went to the hallway, or Lily is green, then Brian is a lion.
hypothesis: It is probably the case that antoine is bored, and Bernhard is a frog.
valid_hypothesis: It is highly unlikely that antoine is bored, and Bernhard is a frog.
invalid_hypothesis: It is probably the case that antoine is bored, and Bernhard is a frog.
hypothesis_assertion: Antoine is bored, and Bernhard is a frog.