This is correct, but just to clarify, you need to buy matches at the Shops first so you can light the candle :)
You can manually map out the tunnels - it's an actual maze, no randomization or anything like that - and you can find some interesting things down there. But I'd advise doing the candle method first and then getting the tunnel map from the Mysterious Merchant later on.