Joe F., it apparently DID originate during the US Civil War. John Harrolson WAS with the Confederate Board of Gunpowder and Niter and he did put an ad in at least the Selma, AL newspaper asking householders to save "chamber lye" for making gunpowder.
I've got more on this at home.