context: There is almost no chance that Lily is a frog. It is likely that Julius is yellow. It is highly likely that Mary left the milk.
hypothesis: We believe that either Julius is yellow, or Mary left the milk.
valid_hypothesis: It is probably not the case that either Julius is yellow, or Mary left the milk.
invalid_hypothesis: We believe that either Julius is yellow, or Mary left the milk.
hypothesis_assertion: Either Julius is yellow, or Mary left the milk.