This episode was inspired by the case of Ángel Maturino Reséndiz, a Mexican-American serial killer who committed multiple murders across the southwestern United States in the 1990's. He was known as The Railroad Killer/Railway Killer/Railbox Killer. He was eventually caught and executed in 2006.