 In 1863, during the Civil War, Turner was appointed as the first black chaplain in the United States Colored Troops.Afterward, he was appointed to the Freedmen's Bureau in Georgia.He settled in Macon, Georgia, and was elected to the state legislature in 1868 during Reconstruction.