I still believe that there is never going to be meaningful NLP without a model/knowledge base about the real physical world.

I think this article is quality enough to constitute meaningful NLP. But, your questions about the amount of human intervention are key. If it takes several hours to a day to produce one of these, then it's not really that meaningful. If one person can produce 100 of these in a day, that's pretty meaningful.