Or maybe they were throwing Barack Obama's real birth certificate into the river. Billie Joe killed himself when he realized that their action would make it possible for him to become President some day using a fake birth certificate.
Pregnancy terminated early, before it was to be discovered.
Billy Joe, remorseful over what had been done, jumped. The girl could not eat when she heard the news.