Premise: Two dogs chase another dog that has a ball.

Hypothesis: The dogs are chasing each other after a long day cooped up in the house.
Relation: neutral

Hypothesis: 3 dogs are sitting in a dog shelter hoping someone will adopt them and play ball with them.
Relation: contradiction

Hypothesis: The dogs all want the same ball.
Relation: entailment