These are the datasets that were published together with the Master’s thesis on “An Online Learning System for Parsing and Answering Geographical Queries in Natural Language”, which is available here. The thesis also explains how they were created.

NLMaps 2.1 License: CC BY-NC-SA 4.0 Original dataset

Modification of NLMaps v2, published by Carolin Lawrence and Stefan Riezler.