Ciannelli was born on the island of Ischia, in the Gulf of Naples, the son of a doctor who owned a health spa.
He went to America from the Port of Naples as a first cabin saloon passenger on board the steamship San Guglielmo, which arrived at the Port of New York on March 19, 1914.