context: There is little chance that Daniel left the milk. There is a better than even chance that Julius is a frog. It is highly likely that Lily is yellow.
hypothesis: It is highly unlikely that lily is yellow, or Daniel left the milk.
valid_hypothesis: It is highly likely that lily is yellow, or Daniel left the milk.
invalid_hypothesis: It is highly unlikely that lily is yellow, or Daniel left the milk.
hypothesis_assertion: Lily is yellow, or Daniel left the milk.