It is listed in DT as Grandma's Lye Soap. A different version of the chorus part, that I remember, goes like this:

Oh let us sing... of Grandma's Lye Soap Good for dishes pots and pans Oh let us sing... of Grandma's Lye Soap Good for faces also hands