context: A man and a woman is walking with a dog across a beach
hypothesis: It is probably not the case that there is a couple.
valid_hypothesis: It is probable that there is a couple.
invalid_hypothesis: It is probably not the case that there is a couple.
hypothesis_assertion: There is a couple.