Stephen Williams and Jerry Hardin both went on to have roles in The X-Files, as Mr. X and Deep Throat, respectively.
It's also a tribute to the actress Thelma Ritter. Her lines explaining to Steele the Modos Operadues of the guy who stole the wallet is almost exact as the one that she talked to the FBI agent in PICK UP WITH SOUTH STREET.