Premise: Two men and a dog are walking down a dirt road

Hypothesis: Two men are running after the woman who stole their dog.
Relation: contradiction

Hypothesis: Two men are heading to a park for dogs.
Relation: neutral

Hypothesis: Two men are walking down a dirt road.
Relation: entailment