Oveissi’s family from his father’s lineage goes back to Shah Qara Yusuf Muhammad, the ruler of the Ghara Ghoyonlu dynasty (Black Sheep Turkomans) and descends through Uzun Hassan. He is a direct descendant of Eskandar Beik Torkaman, the minister, head of army (Iraq campaign) and personal advisor to Shah Abbas the Great.