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Diddy took Kim Porter, his on-and-off girlfriend and baby mother to three of his kids, on a Caribbean yacht getaway yesterday.

The couple was spotted cuddling as the yacht began to sail around St. Barts.

They brought along their twin daughters D’Lila and Jessie, and son Christian. Mom Janice joined, as well.

We don’t understand their relationship at all. Or his relationship with Cassie, who he was just seen with last month: Diddy & Cassie’s Date Night [PHOTOS]

We saw this happen back in October, too: Diddy Caught Vacationing With Kim, Not Cassie!! [PHOTOS]

Is Diddy Sending Death Threats To Kim Porter’s New Boyfriend?

Cassie Talks “Future Husband” With Bust Magazine [PHOTOS]

Are They Or Aren’t They? 15 Fake Celebrity “Couples” Of 2010 [PHOTOS]

For 2024’s iteration of MadameNoire and HelloBeautiful’s annual series Women to Know, we knew we wanted to celebrate the people who help make the joys of film and television possible. To create art is to create magic. This year, we spotlight Hollywood Executive’s changing the face of cinema.