context: It is probable that Brian is white. There is little chance that Lily is a frog. It is likely that Bernhard is green.
hypothesis: There is a better than even chance that bernhard is green, and Lily is a frog.
valid_hypothesis: It is highly unlikely that bernhard is green, and Lily is a frog.
invalid_hypothesis: There is a better than even chance that bernhard is green, and Lily is a frog.
hypothesis_assertion: Bernhard is green, and Lily is a frog.