Japan’s embattled Toshiba Corp (6502.T) has chosen a group led by U.S. private equity firm Bain Capital to buy its prized memory chip unit, three people with knowledge of the talks said, a last-minute dramatic twist to a highly contentious auction, Reuters reported.