context: There is a better than even chance that Julius is a frog. There is a better than even chance that Jessica is a wolf. It is improbable that Lily is a frog. It is probably not the case that if Lily is a frog, or Julius is a frog, then Winona is a cat. There is a very good chance that if either Lily is a frog, or Jessica is a wolf, then Brian is a lion. It is highly unlikely that if Lily is a frog, and Jessica is a wolf, then Daniel left the apple.
hypothesis: There is a better than even chance that lily is a frog, and Daniel left the apple.
valid_hypothesis: It is impossible that lily is a frog, and Daniel left the apple.
invalid_hypothesis: There is a better than even chance that lily is a frog, and Daniel left the apple.
hypothesis_assertion: Lily is a frog, and Daniel left the apple.