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People Staff
April 16, 2007 AT 05:00 PM EDT

Penélope Cruz is giving love a try again. has confirmed that she and American actor Josh Hartnett have a romantic relationship.

Last March 29th, the 32-year-old Spanish actress and director Pedro Almodóvar muse, was seen kissing and holding hands with actor Josh Hartnett over dinner in the popular El Coyote Restaurant in Los Angeles.

The sighting sent the rumor mill into overdrive about a possible relationship, until now when they have been caught vacationing in a private hotel in the Caribbean island of Turks and Caicos.

This is the fourth known romance in Pé’s private life, three more than the Black Hawk Down leading man. The beautiful Volver actress has been linked in the past to Matthew McConaughey, Tom Cruise and Spanish singer Nacho Cano.

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