Nanomagnetism may enable electrical conductivity and Seebeck coefficient to be decoupled and can potentially lead to remarkable enhancements in thermoelectric (TE) performance, however, their physical mechanisms have not been explored. Herein, it is shown that the nanomagnetism from Fe and Fe