context: It is highly likely that John dropped the milk. It is probably the case that Greg is yellow. There is a very good chance that Lily is yellow.
hypothesis: It is almost certain that greg is yellow, or Lily is yellow.
valid_hypothesis: It is almost certain that greg is yellow, or Lily is yellow.
invalid_hypothesis: It is unlikely that greg is yellow, or Lily is yellow.
hypothesis_assertion: Greg is yellow, or Lily is yellow.