context: A man and a woman embracing on the sidewalk.
hypothesis: It is probably not the case that a woman and a man block the entire sidewalk.
valid_hypothesis: It is probably not the case that a woman and a man block the entire sidewalk.
invalid_hypothesis: It is likely that a woman and a man block the entire sidewalk.
hypothesis_assertion: A woman and a man block the entire sidewalk.