May 24, 2015 09:40 AM

The couple that shops together stays together.

Newly reunited Emma Stone and Andrew Garfield were spotted grabbing groceries together in Beverly Hills, California, on Saturday.

The low-key outing is photographic proof of what PEOPLE confirmed this week: After taking some time off from their relationship due to filming schedules that kept them in different countries, the former Amazing Spider-Man costars are officially back together.

“Emma and Andrew are a great couple who have been apart for work,” a source told PEOPLE. “They are still seeing each other. Nothing major happened between them while he was away other than a long and forced separation. Andrew has been incredibly busy and so has Emma. But the sparks are still there.”

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The stars – who another source said have been staying together at Stone’s home in Los Angeles – have been seen dining together at some of the actress’s favorite restaurants, including Malibu Farm and and Sushi Park.

Stone, 26, and Garfield, 31, began dating in 2011, when their sizzling Spider-Man chemistry as Gwen Stacy and Peter Parker gave way to a real-life romance.

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