context: A lady holding one dog while another dog is playing in the yard.
hypothesis: It is improbable that the two dogs belong to the lady.
valid_hypothesis: It is probable that the two dogs belong to the lady.
invalid_hypothesis: It is improbable that the two dogs belong to the lady.
hypothesis_assertion: The two dogs belong to the lady.