The word "武穴" is formed as a geographical name originating from the historical term "武家穴" (Wǔjiāxué), meaning "Wu family cave", where the character "武" refers to the Wu family and "穴" means cave; through linguistic contraction, the middle character "家" was omitted, resulting in the abbreviated form "武穴" for the location.