Yes, those two pins are the contacts. If you don't replace the rheostat assembly the adjuster knob will rattle. Bridge the terminal ends of the coiled spring with a bit of wire for full brightness.

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“Whatever story you're telling, it will be more interesting if, at the end you add, "and then everything burst into flames.”
― Brian P. Cleary, You Oughta Know By Now