Sarnelli is a surname of Italian origin. Notable people with the surname include:
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Januarius Maria Sarnelli, Jesuit and an early companion of S. Alphonsus Liguori
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Vincent Sarnelli (born 1962), French boxer
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Vincenzo Maria Sarnelli (1835–1898), Italian Catholic bishop
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Surnames of Italian origin