context: It is improbable that John picked up the milk. It is unlikely that Mary moved to the garden. It is likely that Antoine is bored. It is almost certain that if Mary moved to the garden, or John picked up the milk, then Brian is white. It is likely that if John picked up the milk, or Mary moved to the garden, then Julius is gray. There is a very good chance that if Mary moved to the garden, or Antoine is bored, then Emily is a cat.
hypothesis: It is highly unlikely that john picked up the milk, and Julius is gray.
valid_hypothesis: It is highly unlikely that john picked up the milk, and Julius is gray.
invalid_hypothesis: It is certain that john picked up the milk, and Julius is gray.
hypothesis_assertion: John picked up the milk, and Julius is gray.