Empty Lamp is a Unique. Available from Ground. Sells for 0 bells (Nook will take it, but he won't give you any money for it). Wisp loses this somewhere. If you find it on the ground, keep it because Wisp will show up!

(see here for details)

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Thanks to Brenda83 for the Empty Lamp's sell price.