Perennial weeds will grow back because most perennial weeds reproduce vegetatively (rhizomes, tubers, stolons, and bulbs). The annual weed that you killed, you killed. But more annual weeds will emerge next season. These weed seeds are spread in a variety of ways (wind, animals, foot traffic, etc.), and unfortunately, keeping weeds out of the lawn is a constant battle.