Premise: Police in riot gear are walking down a street.

Hypothesis: A group of hippies are walking down a street.
Relation: contradiction

Hypothesis: There are police walking along a street.
Relation: entailment

Hypothesis: The police are preparing for a clash with demonstrators.
Relation: neutral