context: It is probably the case that John dropped the milk. It is highly likely that Lily is green. It is probable that Greg is yellow.
hypothesis: It is almost certain that john dropped the milk, or Lily is green.
valid_hypothesis: It is almost certain that john dropped the milk, or Lily is green.
invalid_hypothesis: It is probably not the case that john dropped the milk, or Lily is green.
hypothesis_assertion: John dropped the milk, or Lily is green.