context: It is likely that Lily is a lion. It is probably not the case that Brian is a frog. It is highly likely that Greg is a swan.
hypothesis: It is certain that either Lily is a lion, or Greg is a swan.
valid_hypothesis: It is probably not the case that either Lily is a lion, or Greg is a swan.
invalid_hypothesis: It is certain that either Lily is a lion, or Greg is a swan.
hypothesis_assertion: Either Lily is a lion, or Greg is a swan.