By this measure, neither Gingrich nor David Duke, the former Klan member who ran for governor of Louisiana in 1991, was a redneck. Duke was disqualified because he loved un-American Nazi salutes.
Based on the past six years or so, I'm not sure that would continue to disqualify Duke.