Premise: The dogs are walking in the desert.

Hypothesis: The dogs are running in the desert.
Relation: contradiction

Hypothesis: The dogs are walking to the water in the desert.
Relation: neutral

Hypothesis: The dogs are on the beach.
Relation: entailment