The Sultanate was founded by a Kayan group, the Uma Apan, who originated from the interior region of Apo Kayan (Kayan Highland Plateau), before settling near the coast in the 17th century. Around 1650, a princess of the group married a man from Brunei. This marriage founded a Hindu lineage who settled in the region of today's Tanjung Selor.