Vatican spokesman the Reverend Federico Lombardi said the accident occurred on Tuesday morning in the area of Cordoba, a major Argentine city.
One nephew was two, the other was eight months.
Lombardi said "the pope was informed about the tragic accident. He is deeply pained". He added the pope asks "all who share in his grief to unite with him in prayer".
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