Judge Parker was furious Otis Hite had escaped the gallows and told Deputy Marshal Murray Allen to bring him back. Murray faced a long and dangerous journey, travelling through the badlands of the Texas Panhandle to Tucumcari in New Mexico before picking up Hite's trail.