As a youngster in the 50's I was lucky enough to know a Welsh blacksmith whom had gone through an apprenticeship as a youngster. He would heat the steel in the forge, then put it in a metal box full of lime and close the lid. He swore by lime, and said it wasn't the only material good for annealing metal, but one of the best.
Ken.