Divorce rumors continue to plague Angelina Jolie and Brad Pitt's marriage. The couple may be setting out to debunk these baseless speculations, though.

Just Jared reported that Angelina Jolie and Brad Pitt made a rare appearance together last Independence Day, Jul. 4, for a grocery run. The couple went shopping at Gelson's Market in Los Feliz, California.

The 41-year-old "Maleficent" actress wore a long, flowing dress as she was joined by husband, Brad Pitt, during the grocery run. The publication noted that this is the first time that the high-profile couple was spotted together in a while.

According to the Daily Mail, Angelina Jolie and Brad Pitt went grocery shopping with their kids Shiloh, 10, as well as seven-year-old twins Knox and Vivienne. Shiloh pushed the cart through the parking lot while the twins unloaded the groceries into the trunk of their black Tesla.

There have been a lot of divorce rumors surrounding Angelina Jolie and Brad Pitt. This rare outing together appears to indicate that there may be hope for their marriage.

Meanwhile, In Touch reported that the couple was recently at odds after Jolie learned that Pitt "was in communication" with his ex-wife, Jennifer Aniston. Apparently, the actor reached out to the "Friends" star after her mother, Nancy Dow, died last May.

"It was their first moment in months without the kids or staff around," a source told the publication. "Angie thought a good one-on-one conversation would enable them to finally catch up on their lives. Then, Brad casually mentioned that he'd reached out to Jen to send his sympathy after her mom passed away in May. He didn't think it was a big deal."

The source added that Angelina Jolie was "furious that they'd reunited." The confession was even deemed as "dropping a nuclear bomb."

It was previously reported that Angeline Jolie and Brad Pitt are very close to separating. Their problems are believed to have stemmed from the "Maleficent" actress' suspicions that the actor may have cheated on her with stars Marion Cotillard and Lizzy Caplan.