Premise: The black dog walks through brown leaves with an orange ball.

Hypothesis: There is a black dog walking.
Relation: entailment

Hypothesis: There is a white dog sitting.
Relation: contradiction

Hypothesis: There is a black dog walking towards his owner.
Relation: neutral