context: It is highly likely that John picked up the milk. It is highly unlikely that Brian is green. It is almost certain that Mary discarded the apple.
hypothesis: We doubt that john picked up the milk, and Mary discarded the apple.
valid_hypothesis: It is highly likely that john picked up the milk, and Mary discarded the apple.
invalid_hypothesis: We doubt that john picked up the milk, and Mary discarded the apple.
hypothesis_assertion: John picked up the milk, and Mary discarded the apple.