I was paging the midway catalog today and thought of your post. They have something called Bakers whiting made for this purpose...
http://www.midwayusa.com/viewproduct...tnumber=185558
Or as the Midway site notes...
Notes:
This is powdered white chalk, intended for use with a chalk line or for other marking needs