A novel Ni-32.5 wt. % Si master alloy refined primary silicon in Al-20 wt. %Si alloy. Ni-32.5 wt. % Si alloy decomposes into local ordering clusters in the Al-20 wt. % Si melt. The inoculation triggers the formation of pre-nucleation clusters before nucleation.