Hugh was born in the winter of 941 and was the son of Hugh the Great and Hedwige of Saxony. His grandfather was King Robert I. His grandmother was Beatrice of Vermandois. She was a Carolingian; a daughter of Herbert I of Vermandois. By this connection he was the fifth great-grandson of Charlemagne through Pepin of Italy.