context: a couple is walking down the sidewalk with their dog.
hypothesis: It is improbable that a couple is walking their dog to the market.
valid_hypothesis: It is improbable that a couple is walking their dog to the market.
invalid_hypothesis: It is highly likely that a couple is walking their dog to the market.
hypothesis_assertion: A couple is walking their dog to the market.