The climbers were in the area of Domes de Miage, the six peaks, the France Bleu broadcaster reported.
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The exact cause of death and the identities of the deceased have not been established yet.
The mountain range is named after the Mont Blanc mountain, 15,774 feet high, one of the most popular destinations for climbers from across the world.