A suspect was arrested Thursday afternoon following a pursuit involving a stolen vehicle through the Coachella Valley, according to the Riverside County Sheriff's Office. At approximately 1:25 p.m., deputies located a stolen vehicle in the area of Bob Hope Drive and Casino Drive and attempted to conduct a traffic stop. Sheriff's say the driver failed to yield, prompting deputies to initiate a pursuit. During the chase, the vehicle briefly stoppe…