Utrilla is a surname. Notable people with the surname include:
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Alejandro Utrilla Belbel (1889-1963), Spanish cavalry officer
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Carlos Utrilla (born 1994), Mexican footballer
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David Utrilla, Peruvian businessman
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Jorge Baldemar Utrilla (born 1961), Mexican politician
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Olivia Utrilla Nieto (born 1969), Mexican politician
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