context: It is almost certain that Bernhard is yellow. It is certain that Mary picked up the milk. It is highly likely that John is in the bathroom.
hypothesis: It is probably not the case that john is in the bathroom, and Bernhard is yellow.
valid_hypothesis: It is highly likely that john is in the bathroom, and Bernhard is yellow.
invalid_hypothesis: It is probably not the case that john is in the bathroom, and Bernhard is yellow.
hypothesis_assertion: John is in the bathroom, and Bernhard is yellow.