context: There is a better than even chance that Greg is a swan. There is almost no chance that Lily is a frog. It is highly likely that Bernhard is a lion.
hypothesis: It is likely that lily is a frog, and Bernhard is a lion.
valid_hypothesis: There is almost no chance that lily is a frog, and Bernhard is a lion.
invalid_hypothesis: It is likely that lily is a frog, and Bernhard is a lion.
hypothesis_assertion: Lily is a frog, and Bernhard is a lion.