Justin Bieber and Hailey Baldwin definitely appear to be an item once more, as paparazzi caught the pair engaging in some PDA over the weekend. Spotted out in Brooklyn, the "Let Me Love You" hitmaker and his model girlfriend were filmed passionately kissing one another in Domino Park.

The two leaned against a handrail overlooking East River, giving spectators and the general public a romantic display.

Later that night, Bieber and Baldwin continued to flaunt their newly rekindled flame, taking to a bench in Manhattan's Rockefeller Park to engage in another make-out session. 

These newly-released images and videos contradict earlier reports that revealed the pair have not gotten back together. A source exclusively told PEOPLE that Bieber is "single and not dating anyone seriously. He is doing very well. He has known Hailey for years — she is very involved in Justin’s church. He likes hanging out with her. She is a wonderful person. They have fun together, but they are not in a relationship. They are two single people that enjoy each other’s company."

After their initial breakup in 2016, Baldwin revealed how she and her famous ex-beau "went through a long period of time when we weren’t friends. We didn’t speak for quite some time and there was a lot of weirdness that went on," before adding how they have "moved past that."