Geoip does not add "city" field

I'm using the Logstash Geoip plugin to resolve IP addresses to their geo location. It is working, however, it does not include the city in the result. What am I doing wrong? The output looks like this:

  "geoip": {
  "country_name": "United States",
  "continent_code": "NA",
  "longitude": -97.822,
  "country_code2": "US",
  "location": {
    "lat": 37.751,
    "lon": -97.822
  "ip": "",
  "country_code3": "US",
  "latitude": 37.751

It seems like it won't give me the city name for However when I'm looking up a german IP address, it seems to be working fine. Is the city lookup somehow restricted to my "german" license?

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