context: There is almost no chance that Mary went to the bedroom. It is probably not the case that John moved to the office. It is improbable that Lily is gray.
hypothesis: There is little chance that lily is gray, or Mary went to the bedroom.
valid_hypothesis: There is little chance that lily is gray, or Mary went to the bedroom.
invalid_hypothesis: It is probably the case that lily is gray, or Mary went to the bedroom.
hypothesis_assertion: Lily is gray, or Mary went to the bedroom.