Qaleh Khaleseh (Persian: قلعه خالصه, also Romanized as Qal‘eh Khāleşeh; also known as Qal‘eh) is a village in Qareh Naz Rural District, in the Central District of Maragheh County, East Azerbaijan Province, Iran. At the 2006 census, its population was 623, in 161 families.