PEOPLE has photographed Ben Affleck and Jennifer Lopez back together, and the picture, taken Monday, shows the pair entering a Georgia courthouse.

J.Lo and Ben were there to secure a license -- though not one to get married, PEOPLE reports. Affleck was after a hunting license, so he could shoot skeet near his $7.1 million estate on Hampton Island near Savannah.

In the picture, Affleck, 31, wearing a black T-shirt and what look like blue jeans, is sporting a goatee and baseball cap, reportedly with a Mr. Goodwrench insignia. Lopez, 34, her hair worn up and gold hoop earrings dangling from her lobes, has on a pink tank top and white slacks that show off her curves.

Ben has his right hand out to Jennifer, who clasps it with both of her hands.

The photo will appear in the next issue of the magazine, due on newsstands Friday, but an advance copy appears in several newspapers Tuesday morning, including the New York Post and Daily News.

According to the newspapers, the two also were there to extend their gratitude.

"Ben came by with Jennifer to thank the Sheriff's Department and tell them how happy they were for helping out with protecting them and securing his property over the weekend," Sheriff Don Martin told the Daily News.