The origin of ferromagnetism in Pd-doped CdS

► The Pd-doped CdS becomes 100% spin-polarized. ► The long-range FM coupling is obtained. ► The hybridized Pd(4d)-S(3p)-Cd(4d)-S(3p)-Pd(4d) chain mechanism is found.