context: It is likely that Emily is a sheep. It is unlikely that Bernhard is white. It is highly likely that John grabbed the milk. It is impossible that if Bernhard is white, or Emily is a sheep, then Mary got the apple. It is almost certain that if either Bernhard is white, or John grabbed the milk, then Lily is a lion. It is probably the case that if Bernhard is white, and Emily is a sheep, then Brian is a lion.
hypothesis: It is probably the case that lily is a lion, or Mary got the apple.
valid_hypothesis: It is probably the case that lily is a lion, or Mary got the apple.
invalid_hypothesis: There is almost no chance that lily is a lion, or Mary got the apple.
hypothesis_assertion: Lily is a lion, or Mary got the apple.