Don't know about the WallyWorld ones, but an oil lamp it pretty much an oil lamp. My wife collects the damned things, back home we must have 50 of them. And yes, you can use kerosene, in fact that is what I grew up burning in the lamps/lanterns I played with as a kid...
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OBG