---
license: other
license_name: academic-use
license_link: https://arxiv.org/abs/2308.16060
language: en
tags:
- overpass-ql
- openstreetmap
- text-to-query
- geodata
---

# OverpassNL (HF reformatted)

Reformatted version of the [OverpassNL dataset](https://github.com/raphael-sch/OverpassNL)
for use with the [verifiers](https://github.com/PrimeIntellect-ai/verifiers) framework.

## Source

> Staniek, M., Fink, N., Mahdavi, S. A., & Riezler, S. (2024).
> **Text-to-OverpassQL: A Natural Language Interface for Complex Geodata Querying of OpenStreetMap.**
> *Transactions of the Association for Computational Linguistics (TACL), 12*, 1375-1390.
> [arXiv:2308.16060](https://arxiv.org/abs/2308.16060)

Original repository: https://github.com/raphael-sch/OverpassNL

## Schema

- `prompt`: Natural language query (raw text, no system prompt)
- `answer`: Gold Overpass QL query
- `info`: JSON string with `bbox` (south,west,north,east), `split`, and `hard` flag

## Splits

| Split | Examples | Hard subset |
|-------|----------|-------------|
| train | 6,352 | — |
| dev | 1,000 | 333 |
| test | 1,000 | 333 |

## Changes from original

- Parallel .nl/.query/.bbox files merged into a single HF Dataset
- Hard subset flag derived from .hard.nl file membership
- No content modifications to the original data