context: It is probably not the case that Lily is a swan. There is almost no chance that Julius is a frog. We doubt that Daniel grabbed the milk.
hypothesis: It is probably not the case that lily is a swan, or Julius is a frog.
valid_hypothesis: It is probably not the case that lily is a swan, or Julius is a frog.
invalid_hypothesis: It is probable that lily is a swan, or Julius is a frog.
hypothesis_assertion: Lily is a swan, or Julius is a frog.