Robert Wilson Gorrell was born on October 30, 1871 in Winston-Salem, North Carolina. Gorrell was a tobacconist who served as mayor of Winston-Salem from 1917 to 1921, a period encompassing World War I. He died on July 25, 1931 in Winston-Salem.