context: It is probably the case that John grabbed the apple. There is almost no chance that Lily is yellow. It is probably not the case that Mary left the milk.
hypothesis: It is highly unlikely that lily is yellow, or John grabbed the apple.
valid_hypothesis: It is probably the case that lily is yellow, or John grabbed the apple.
invalid_hypothesis: It is highly unlikely that lily is yellow, or John grabbed the apple.
hypothesis_assertion: Lily is yellow, or John grabbed the apple.