context: It is almost certain that Brian is yellow. There is little chance that Jessica is a sheep. We doubt that Lily is gray.
hypothesis: We doubt that lily is gray, and Brian is yellow.
valid_hypothesis: We doubt that lily is gray, and Brian is yellow.
invalid_hypothesis: It is highly likely that lily is gray, and Brian is yellow.
hypothesis_assertion: Lily is gray, and Brian is yellow.