What is the Difference Between Similar But Different Things, Terms, and Objects

What is the Difference between Arbitrator, Umpire and Referee

When there is contest between the two or more than two parties we need judge, either it is a playground or a court room. Different terms are used for this purpose; Arbitrator, Umpire and referee are few of them. All three are used for almost same purpose but yet they are different.