context: It is certain that Lily is yellow. There is a better than even chance that Bill went to the cinema. It is certain that Sumit is bored.
hypothesis: It is improbable that sumit is bored, or Lily is yellow.
valid_hypothesis: It is certain that sumit is bored, or Lily is yellow.
invalid_hypothesis: It is improbable that sumit is bored, or Lily is yellow.
hypothesis_assertion: Sumit is bored, or Lily is yellow.