Then it really doesn't matter. Add it to your strike water, your sparge water or in the kettle or all of the above. You are just trying to get it in the finished product.
BTW, IIRC, there are issues with getting chalk to dissolve so you may want to consider that. There's a lot more information and people that know a lot more about water than me in the Brew Science forum here.