context: It is probably the case that Mary left the apple. It is highly unlikely that Lily is yellow. There is a better than even chance that John moved to the office.
hypothesis: It is highly likely that john moved to the office, or Mary left the apple.
valid_hypothesis: It is highly likely that john moved to the office, or Mary left the apple.
invalid_hypothesis: We doubt that john moved to the office, or Mary left the apple.
hypothesis_assertion: John moved to the office, or Mary left the apple.