Caulfield is a railway station in Melbourne , Victoria , Australia . It is in the suburb Caulfield , on the Pakenham , Frankston and Cranbourne railway lines . Caulfield is a railway station in Melbourne , Victoria , Australia , located in the suburb of Caulfield East , at the junction of the Frankston , Pakenham and Cranbourne railway lines .