context: There is a better than even chance that Bernhard is a frog. Chances are about even that Lily is white. It is likely that John took the milk.
hypothesis: It is highly likely that bernhard is a frog, or John took the milk.
valid_hypothesis: It is highly likely that bernhard is a frog, or John took the milk.
invalid_hypothesis: It is unlikely that bernhard is a frog, or John took the milk.
hypothesis_assertion: Bernhard is a frog, or John took the milk.