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Jennifer Lopez and Marc Anthony’s separation has taken a back seat.

Nearly a month after the couple split, the two singers were spotted basking in the Long Island sun near Sagg Main Beach in Southampton … inside a red Mustang Convertable.

No explanation yet for the unexpected reunion today — but Marc’s rep tells TMZ, he was on the East Coast visiting his children.

5:32 PM: A rep for J.Lo tells TMZ, “They are NOT back together — they were just visiting each other and the children.”

Via:TMZ.com