context: It is highly unlikely that Sandra left the football. There is a better than even chance that Brian is a frog. We believe that Lily is yellow. It is unlikely that if Sandra left the football, and Brian is a frog, then Bernhard is gray. Chances are about even that if Brian is a frog, or Sandra left the football, then Sumit is bored. It is probably the case that if either Brian is a frog, or Sandra left the football, then Greg is a swan.
hypothesis: It is probably not the case that sumit is bored, or Bernhard is gray.
valid_hypothesis: It is probably not the case that sumit is bored, or Bernhard is gray.
invalid_hypothesis: It is almost certain that sumit is bored, or Bernhard is gray.
hypothesis_assertion: Sumit is bored, or Bernhard is gray.