TOKYO - Toshiba Corp. has taken back a majority stake in a joint chip production venture with Western Digital Corp. from its chip unit which the Japanese conglomerate plans to sell off, after the U.S. company took legal action last month to block the sale, sources close to the matter said Wednesday.