NG furnace on propane

I've got an old furnace that was made to use on natural gas. Couple friends of mine want to use it, but they have a propane system.
Can I tape the smaller hose into the NG fitting, and maybe glue it in with some Elmers? Should work fine, right?
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Christopher A. Young
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