Premise: Police are taking away a drunk looking man.

Hypothesis: There are firemen fighting a fire.
Relation: contradiction

Hypothesis: The police is taking a man to jail.
Relation: neutral

Hypothesis: There are police officers arresting a person.
Relation: entailment