The Eph Stone you mentioned, is not him. That Eph, is the son of C.C. Stone from Lincoln Co., TN.
My Ephraim Stone, was a share cropper, ad lived with his son Eben, in Chester Co., TN: Dist 1, in the 1910 Census. He does not appear in any Census record after that one.