Question: what is the relationship between drop height and potential energy?
Answer: The ball has more gravitational potential energy the higher the starting height, therefore it has more stored energy. When the ball is dropped, this stored energy or potential energy converts to kinetic energy. It exerts more kinetic energy once it is released because it had more potential energy.