Kaṉpi is part of the Murputja Homelands, which also includes the family outstations Angatja and Umpukulu. The residents are mostly Pitjantjatjara people with their traditional country nearby. The settlement started as an outstation for the Baker family, who moved here from other parts on the APY lands to be closer to the country of their ancestors.