It is expected that better thermoelectric performance could be achieved in filled skutterudite system with a filler also forms nano-scale hetero-structures within the same structure.This talk focuses on the Yb-filled system to demonstrate that this combination has an intrinsic role confliction for Yb fillers,i.e.to fill or to precipitate,as rationalized based on an intensive TEM study.