Does the same thing work if the name is lowercase?
Stanford nlp won't recognise "I want to go to sydney" with a location because it expects proper nouns to be capitalised for places (and other similar named entities I believe). I tried to make their case less models work but a lack of time and patience resulted in a more specific fix for what we needed.