context: It is probable that Mary moved to the garden. It is unlikely that Julius is a swan. It is likely that Sandra took the milk. There is a better than even chance that if Julius is a swan, or Mary moved to the garden, then John went to the kitchen. It is probable that if Sandra took the milk, or Julius is a swan, then Sumit is bored. There is little chance that if Sandra took the milk, or Mary moved to the garden, then Bernhard is yellow.
hypothesis: It is probably not the case that julius is a swan, or Bernhard is yellow.
valid_hypothesis: It is probably not the case that julius is a swan, or Bernhard is yellow.
invalid_hypothesis: It is probable that julius is a swan, or Bernhard is yellow.
hypothesis_assertion: Julius is a swan, or Bernhard is yellow.