Premise: A black dog is looking through the fence.

Hypothesis: A brown dog is looking over the fence
Relation: contradiction

Hypothesis: An animal is in the yard
Relation: neutral

Hypothesis: A black dog is looking through the fence and barking at a cat.
Relation: neutral