context: It is unlikely that Sumit is bored. It is highly likely that John picked up the apple. Chances are slight that Bill discarded the milk.
hypothesis: It is probably not the case that john picked up the apple, or Sumit is bored.
valid_hypothesis: It is highly likely that john picked up the apple, or Sumit is bored.
invalid_hypothesis: It is probably not the case that john picked up the apple, or Sumit is bored.
hypothesis_assertion: John picked up the apple, or Sumit is bored.