Premise: A black dog carries an orange ball, walking on the ground covered in leaves.

Hypothesis: The animal doesn't have a ball.
Relation: contradiction

Hypothesis: An animal with a ball.
Relation: entailment

Hypothesis: A big animal with a ball.
Relation: neutral