What do you use to extract a cork? A corkscrew! Or a bottle opener if you're feeling adventurous.
This word consists of the on'yomi reading for 栓 and the kun'yomi reading for 抜, which you learned with 抜く. If you can remember that, you'll be able to remember this too!
The bottle opener is in that drawer.