The death of Zhufu Yan has not yet been extensively discussed. This study proposes three suspicions about Yan's death and reexamined the historical data presented in the Records of the Grand Historian and the Book of Han. The scope of review included Yan's biography and records of Prince Jingxu of Zhao, Jiang Chong, and Prince Chuang Jing of Zi, all of whom have been forgotten over the course of history. Subsequently, Yan's Tui'en proposal and the large-scale implementation of the Tui'en Ling (Order to Expand Favors) were discussed and analyzed. In particular, Yan's role and the evolutionary process of executing his Tui'en Ling were used as the basis for producing a detailed timeline (Appendix) of the period in which Yan was hired as a court official to the time when he was executed. Furthermore, this study attempted to reconstruct the truth behind the execution of Yan based on the collected materials and new evidences.