context: It is probably the case that Julie is in the kitchen. It is certain that Lily is yellow. There is little chance that Sumit is bored.
hypothesis: It is improbable that lily is yellow, or Sumit is bored.
valid_hypothesis: It is certain that lily is yellow, or Sumit is bored.
invalid_hypothesis: It is improbable that lily is yellow, or Sumit is bored.
hypothesis_assertion: Lily is yellow, or Sumit is bored.