context: There is almost no chance that Lily is yellow. It is highly unlikely that Mary put down the apple. There is little chance that John is in the bathroom.
hypothesis: We believe that lily is yellow, and John is in the bathroom.
valid_hypothesis: It is impossible that lily is yellow, and John is in the bathroom.
invalid_hypothesis: We believe that lily is yellow, and John is in the bathroom.
hypothesis_assertion: Lily is yellow, and John is in the bathroom.