Premise: a couple walking down the street carrying bags

Hypothesis: A couple making the long trip home after grocery shopping.
Relation: neutral

Hypothesis: A couple walking up the street carrying cheese.
Relation: contradiction

Hypothesis: Two people walking together down the street.
Relation: entailment