Premise: One guy is trying to make a base and the other is throwing a ball.

Hypothesis: Two guys playing baseball
Relation: entailment

Hypothesis: A picture of the recent final round of a baseball game.
Relation: neutral

Hypothesis: Two guys at a soccer match having fun.
Relation: contradiction