Premise: An attractive woman is karate kicking the air.

Hypothesis: The ugly lady was doing Karate.
Relation: contradiction

Hypothesis: She is active.
Relation: neutral

Hypothesis: The nice looking lady is doing Karate.
Relation: entailment