September 13, 2017 08:35 AM

Kim Kardashian West and husband Kanye West are getting in some extra date nights before they become parents of three.

The couple, whom multiple sources have confirmed are expecting their third child via surrogate, were spotted leaving Dave Chappelle‘s private comedy show at West Hollywood hotspot The Peppermint Club on Tuesday.

Deby/Splash News

West, 40, took the wheel and his wife slid into the passenger seat. The 36-year-old reality star tied her newly platinum blonde locks into a sleek low ponytail with a middle part, complimenting her strapless cream-colored dress.

RELATED VIDEO: Third Child on the Way for Kanye and Kim Kardashian West

A source told PEOPLE last week that the power couple are expecting a daughter, sharing, “They are so excited about their future baby girl.”

The couple are already parents to son Saint, 21 months, and daughter North, who turned 4 in June.

Back in June, PEOPLE learned that the couple had hired a surrogate to help them expand their family. The news came some time after Kardashian West was advised of the risks of carrying another child on her own due to her struggles with placenta accreta during both her previous pregnancies.

RELATED: The Kardashian-West Family Album: See the Foursome’s Cutest Photos

“Kim and Kanye have been incredibly involved in the surrogate process,” the source says, noting that Kardashian West has been “super adamant” in ensuring the surrogate sticks to a healthy diet.

“Kim and Kanye both want the healthiest baby possible and are making sure the surrogate is abiding by the routine they’ve set for her,” adds the source.

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