Chaudhary Rau Singh Dhaliwal of Rauke Kalan, was born into Dhaliwal Jat family, he hailed from the Kangar Dhaula area of Barnala all located in the Malwa Region of Panjab, and he found Rauke Kalan village in Moga, Later Guru Hargobind Sahib, the Sixth Guru of the Sikh Faith, came to Rauke Kalan, during his stay in Rauke near the Haveli of Dhaliwal Chaudhary.
Later his descendant Chaudhary Gurbaksh Singh Dhaliwal of Dallewalia Misl was established Raoke Kalan Estate in 1763.