A house can be removed from the market just to spruce it up a little bit more - then return to the market a whole new product. Sometimes the asking price isn't met and the sellers will want to wait until the market is ready for that particular property/price.
It would behoove you to contact an agent and look into the situation. You may be the buyer they missed! Good luck and let us know how it goes!