 The county seat is Rison.Cleveland County is included in the Pine Bluff, AR Metropolitan Statistical Area, which is also included in the Little Rock-North Little Rock, AR Combined Statistical Area.The Arkansas legislature established Dorsey County as Arkansas's 71st county on April 17, 1873, naming it for Stephen W. Dorsey, the U.S.