The main purpose of the oil is to keep the gunk from clogging the pores. You don't want an oil with high film strength or other good lubricating properties. Kerosene, lamp oil, WD 40 ect all fit the bill (never use WD 40 for lubrication, *shudder*).
I use thin mineral oil because my stones...