premise: A man and a woman are setting up a dining room. hypothesis: The couple are setting up together.
neutral: The man and woman may or may not be a couple. What the couple is setting up may or may not be a dining room. Just because they are setting up a dining room doesn't necessarily mean that they are doing it together.