General Electric Theater S04 E12 Let It Rain

A writer stops at a sleepy southern town intending to debunk a legend concerning a confederate soldier leaving a local girl for the battlefields, never to return. He soon realizes that he and a girl he's fallen in love with are descendants of those people.