Officers first rescued two teenaged boys Friday night from the pond near Bishop and Webster in Kiwanis Park.
Both of those boys were taken to a hospital conscious and breathing.
According to the Southtown Star, rescuers found a third person later.
Police now say all victims are now safe and accounted for.