Premise: A bearded man being beat by a police officer.

Hypothesis: a man is being beat by the police officer
Relation: entailment

Hypothesis: the man punched the cop and is now being arrested
Relation: neutral

Hypothesis: the man killed the cop
Relation: contradiction