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@Mark Mayo I believe this groceries do not open 24/7
The best you can get are
These groceries stores are easy to spot, even sometimes Alfamart and Indomaret are located side-by-side. Just FYI, Jakarta is very terrible when it comes to Zoning. Which means, some places (like grocery stores) are not within walking distance. At least you will need to use motorbike to get there (unless you dont mind walking for 20 - 45 minutes, roundtrip - just to buy a pack of smoke or a can of beer).
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This was harder than I thought it would be. Eventually resorted to FourSquare, with some success.
The Food Hall, Bellezza Shopping Arcade (Jalan Letnan Jenderal Supeno No. 34), Jakarta Selatan, DKI Jakarta 12210 - according to the foursquare tips, is open 24 hours, has wifi, and the chicken wings are recommended.
Swalayan 9 One One, Muara Karang Raya, Jakarta - is stated in the description to be 24 hours.
It may well be easier once you're there - locals always know these things :)