Those bulbs are just regular bulbs. Just bring the burnt out one with you next time you're at a Target to compare it to a new one. Those bulbs aren't specially made for those lamps.
They do have replacement bulbs but all stores that sell light bulbs should have replacements that will fit. Best to bring in your bulb to be sure you get the right size replacement.
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