context: It is highly likely that Bernhard is yellow. It is improbable that John moved to the office. It is almost certain that Lily is a swan.
hypothesis: Chances are slight that john moved to the office, and Bernhard is yellow.
valid_hypothesis: Chances are slight that john moved to the office, and Bernhard is yellow.
invalid_hypothesis: It is probable that john moved to the office, and Bernhard is yellow.
hypothesis_assertion: John moved to the office, and Bernhard is yellow.