Pieter,
I found his ship record at
statueofliberty.org. His father is listed as Giuseppe and he is going to Cincinnati, Ohio to join his cousin Antonio Caruso. He is traveling with Vito Ielapi and Giuseppe Anello, also from Filadelfia. Here is his passenger info:
First Name : Francesco
Last Name : Caruso
Nationality : Italy, Italian South
Last Place of Residence : Filadelfia, Italy
Date of Arrival : May 7th, 1912
Age at Arrival : 18y
Gender : Male
Marital Status : Single
Ship of Travel : America (1908)
Port of Departure : Naples
Manifest Line Number : 0022
I hope this helps.
Steve Sarratore