ABC/Randy Holmes(NEW YORK) — Ah, young love. Timothee Chalamet and Lily-Rose Depp were spotted looking very cozy in New York City this week.

A witness tells Us Weekly the 22-year-old Call Me By Your Name actor and the 19-year-old model, who's the daughter of Johnny Depp and Vanessa Paradis, looked like a “new young couple in love” while strolling around Manhattan together on Monday.

“They were walking down the street and he stopped her and pulled her close,” the source says. “They started making out for a while, for over a minute.”

An Instagram fan account for Chalamet seemed to back up rumors that the two have been getting close. The account features a series of photos of the duo out together in NYC, including one of them at Central Park together and another of them walking down the street with their arms around each other.

Chalamet previously dated another famous person’s daughter: Madonna’s eldest, Lourdes Leon.

Chalamet's new film, Beautiful Boy, is due out October 12.

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