context: It is probably not the case that Greg is gray. It is almost certain that Sumit is bored. It is highly likely that Lily is gray.
hypothesis: It is certain that lily is gray, or Sumit is bored.
valid_hypothesis: It is certain that lily is gray, or Sumit is bored.
invalid_hypothesis: There is almost no chance that lily is gray, or Sumit is bored.
hypothesis_assertion: Lily is gray, or Sumit is bored.