Hmm, I wasn't aware that there was an old CP. If it is off to the right of the car park in that 3rd picture, there is currently a lot of construction going on in that area.
I was just there a couple weeks ago (and have spent half of this year there so far...) and didn't notice an old pagoda like in those pictures.