Premise: He is walking fast to catch the train.

Hypothesis: He is sitting and watching a train.
Relation: contradiction

Hypothesis: He is a middle-aged man.
Relation: neutral

Hypothesis: He is trying to catch up to a vehicle.
Relation: entailment