Premise: The boy in the black sweatshirt is hitting the yellow object held by the boy in the blue sweatshirt.

Hypothesis: The boy in the black sweatshirt is hitting something the boy in blue is holding.
Relation: entailment

Hypothesis: The boy is looking at the stars.
Relation: contradiction

Hypothesis: The boy is hitting a whiffle ball.
Relation: neutral