Closed, it’s down, and it slides up the flue. Open, it’s up, and it won’t fit back down.
What can go up a chimney down, but can’t come down a chimney up?
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Up and down describe the thing, not where it goes.
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An umbrella
Source: English nursery conundrum, 19th century