Cao Peng was born into one of the most influential families in the once thriving trading centre of Jiangyin, related both to Cao Yuyuan, the famous court censor of the late Qing, and more distantly to the great Cao family (of which the most famous scion was Cao Xueqin) that had risen in the world from the 18th century.