context: There is a very good chance that Emily is a wolf. It is improbable that Greg is yellow. It is likely that Mary dropped the apple. It is likely that if Mary dropped the apple, and Emily is a wolf, then Lily is green. It is probably not the case that if Emily is a wolf, or Mary dropped the apple, then Bernhard is a lion. Chances are about even that if either Greg is yellow, or Emily is a wolf, then Julius is white.
hypothesis: It is almost certain that emily is a wolf, and Bernhard is a lion.
valid_hypothesis: It is unlikely that emily is a wolf, and Bernhard is a lion.
invalid_hypothesis: It is almost certain that emily is a wolf, and Bernhard is a lion.
hypothesis_assertion: Emily is a wolf, and Bernhard is a lion.