context: It is probably the case that Lily is green. There is a very good chance that Sumit is bored. Chances are about even that Brian is yellow.
hypothesis: There is a better than even chance that lily is green, and Sumit is bored.
valid_hypothesis: There is a better than even chance that lily is green, and Sumit is bored.
invalid_hypothesis: It is improbable that lily is green, and Sumit is bored.
hypothesis_assertion: Lily is green, and Sumit is bored.