Historians call this dynasty the Liu Song to tell it apart from the later Song of the Zhao family.
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The dynasty called itself just 宋. Adding the ruling family's surname, 刘, keeps it apart from the Song of 960–1279 (宋代). The same trick names the next dynasty 萧齐, the Qi of the Xiao family, better known as 南齐.