context: There is a better than even chance that Sumit is hungry. It is improbable that Lily is a swan. It is probably not the case that Mary grabbed the apple.
hypothesis: It is highly likely that lily is a swan, and Mary grabbed the apple.
valid_hypothesis: There is almost no chance that lily is a swan, and Mary grabbed the apple.
invalid_hypothesis: It is highly likely that lily is a swan, and Mary grabbed the apple.
hypothesis_assertion: Lily is a swan, and Mary grabbed the apple.