A descendant of Count Gentiloni Silveri, he is related to the Italian politician Vincenzo Ottorino Gentiloni, who was the leader of the conservative Catholic Electoral Union and a key ally of the long-time Prime Minister Giovanni Giolitti.
Born in Rome, he attended the Classical Lyceum Torquato Tasso in the city and graduated in political sciences at the La Sapienza University.