The word "湘潭" is formed from two characters: "湘", which refers to the Xiang River, a major river in Hunan Province, and "潭", meaning deep pool or deep water, together describing a geographical location characterized by deep waters along the Xiang River, which is the basis for the place name Xiangtan.