Harry Styles Dating Rod Stewart’s Daughter? “One Direction” Singer Spotted With Kimberly Stewart In Car, Moves On From Taylor Swift?

"One Direction" member Harry Styles was spotted with Kimberly Stewart, the daughter of British singer-songwriter Rod Stewart, getting into a car after a "romantic dinner" in Los Angeles on Thursday night, according to TMZ.

Rumors have swirled that the 19-year-old Styles, who recently broke up with Taylor Swift, has been dating the 33-year-old Stewart. The video captured Thursday night seems to add some credence to those rumors.

The two joined Rod Stewart and his wife, Penny Lancaster, for dinner at Dan Tana's, an Italian restaurant on Santa Monica Boulevard in West Hollywood. Insiders at the restaurant told TMZ that Styles and Kimberly were flirting throughout the dinner.

Other rumors said that Styles had been after one of Rod's other daughters, the 25-year-old Ruby Stewart.

Kimberly Stewart had a baby with actor Benicio Del Toro, despite the fact that the two were not in a relationship, in Aug. 2011.

In the upcoming documentary One Direction: This Is Us, Styles reportedly called ex-girlfriend Taylor Swift "a pain in the arse." The documentary will be released in August.

If the video proves the rumors true, it would seem as though Styles has already moved on from Swift. But in the documentary, Styles also reveals that he has never had a serious girlfriend:

"I haven't met a girl yet who I'd want to even think of getting serious with...I think I've been unlucky in love so far. But then, I haven't really met anyone who's made the earth move for me.. I'm longing to meet someone who really inspires me and makes me really want to spend time with them."

Perhaps Stewart has changed all that.