What’s missing in geographical parsing?

Geographical data can be obtained by converting place names from free-format text into geographical coordinates. The ability to geo-locate events in textual reports represents a valuable source of information in many real-world applications. However, geoparsing is still widely regarded as a challenge because of domain language diversity and place name ambiguity.

Geodata6

What’s missing in geographical parsing?