A novel single-phase white light emission phosphor KCaBi(PO4)2:Dy3+ was designed and synthesized. A systematic study on the crystal structure and luminescence properties of KCaBi(PO4)2:Dy3+ phosphors has been presented. KCaBi(PO4)2:Dy3+ showed excellent resistibility to thermal quenching.