grease - there's no way to oil it once it's installed. I just used whatever grease I had to hand, regular bearing grease from memory.
You are probably correct. However, if you do go that route, I would recommend that you pull the spindle at least annually and replace the grease. Unlike automotive wheel bearings, the thrust bearing is not in a sealed environment and the grease will dry out.