context: It is impossible that Lily is gray. There is almost no chance that Julie is in the bedroom. It is improbable that John put down the apple.
hypothesis: It is almost certain that john put down the apple, and Julie is in the bedroom.
valid_hypothesis: It is impossible that john put down the apple, and Julie is in the bedroom.
invalid_hypothesis: It is almost certain that john put down the apple, and Julie is in the bedroom.
hypothesis_assertion: John put down the apple, and Julie is in the bedroom.