context: It is almost certain that Bernhard is yellow. There is almost no chance that Mary took the apple. There is a very good chance that Sumit is bored. It is probably not the case that if either Bernhard is yellow, or Sumit is bored, then Lily is a swan. There is a very good chance that if either Mary took the apple, or Sumit is bored, then John went to the hallway. It is improbable that if Sumit is bored, and Mary took the apple, then Brian is green.
hypothesis: It is highly unlikely that mary took the apple, or Sumit is bored.
valid_hypothesis: There is a very good chance that mary took the apple, or Sumit is bored.
invalid_hypothesis: It is highly unlikely that mary took the apple, or Sumit is bored.
hypothesis_assertion: Mary took the apple, or Sumit is bored.