As I have said many times elsewhere, 14A S3 does not state that a conviction is required.
This is not about "being a criminal, guilty of specific crimes." This is about having engaged in insurrection or rebellion against the [United States], or given aid or comfort to the enemies thereof, and that behavior disqualifying a person from holding office.