| --- |
| license: cc-by-4.0 |
| language: |
| - zh |
| - en |
| tags: |
| - travel-planning |
| - language-agents |
| - benchmark |
| configs: |
| - config_name: attractions |
| data_files: |
| - split: zh |
| path: data/zh/attractions.parquet |
| - split: en |
| path: data/en/attractions.parquet |
| - config_name: restaurants |
| data_files: |
| - split: zh |
| path: data/zh/restaurants.parquet |
| - split: en |
| path: data/en/restaurants.parquet |
| - config_name: accommodations |
| data_files: |
| - split: zh |
| path: data/zh/accommodations.parquet |
| - split: en |
| path: data/en/accommodations.parquet |
| - config_name: trains |
| data_files: |
| - split: zh |
| path: data/zh/trains.parquet |
| - split: en |
| path: data/en/trains.parquet |
| - config_name: flights |
| data_files: |
| - split: zh |
| path: data/zh/flights.parquet |
| - split: en |
| path: data/en/flights.parquet |
| - config_name: poi |
| data_files: |
| - split: zh |
| path: data/zh/poi.parquet |
| - split: en |
| path: data/en/poi.parquet |
| - config_name: subway_stations |
| data_files: |
| - split: zh |
| path: data/zh/subway_stations.parquet |
| - split: en |
| path: data/en/subway_stations.parquet |
| --- |
| |
| # ChinaTravel Sandbox Environment Database |
|
|
| This dataset is licensed under [Creative Commons Attribution 4.0 International (CC BY 4.0)](https://creativecommons.org/licenses/by/4.0/). |
|
|
| [English](#english) | [简体中文](#简体中文) |
|
|
| Release version: `2026.08.2` |
|
|
| ## English |
|
|
| This dataset contains the bilingual static sandbox used by |
| [ChinaTravel](https://github.com/LAMDA-NeSy/ChinaTravel). It is a companion to |
| the [ChinaTravel query dataset](https://huggingface.co/datasets/LAMDA-NeSy/ChinaTravel) |
| and an artifact of the |
| [ChinaTravel paper](https://huggingface.co/papers/2412.13682). |
|
|
| The raw ZIP snapshots preserve the exact directory layout expected by the |
| ChinaTravel evaluator. Viewer-friendly Parquet configs provide normalized |
| tables for exploration and analysis. The raw snapshots remain the source of |
| truth for benchmark execution. |
|
|
| ### Load normalized tables |
|
|
| ```python |
| from datasets import load_dataset |
| |
| attractions_en = load_dataset( |
| "LAMDA-NeSy/ChinaTravel-Sandbox", |
| "attractions", |
| split="en", |
| ) |
| trains_zh = load_dataset( |
| "LAMDA-NeSy/ChinaTravel-Sandbox", |
| "trains", |
| split="zh", |
| ) |
| ``` |
|
|
| ### Table sizes |
|
|
| | Config | Chinese rows | English rows | |
| | --- | ---: | ---: | |
| | `attractions` | 3413 | 3413 | |
| | `restaurants` | 4655 | 4655 | |
| | `accommodations` | 3866 | 3866 | |
| | `trains` | 5345 | 5345 | |
| | `flights` | 720 | 720 | |
| | `poi` | 12172 | 12172 | |
| | `subway_stations` | 3635 | 3635 | |
|
|
| ### Use with ChinaTravel |
|
|
| Download and extract one raw archive: |
|
|
| - `raw/ChinaTravel_sandbox_zh.zip` contains `database/`. |
| - `raw/ChinaTravel_sandbox_en.zip` contains `database_en/`. |
|
|
| Place the extracted directory under `chinatravel/environment/`. The English |
| snapshot uses canonical concept labels. Its exact changes are documented in |
| `manifests/ENGLISH_FIXES.md` and `manifests/english_manifest.json`. |
|
|
| Per-source-file checksums and a release manifest are included under |
| `manifests/` and at the repository root. |
|
|
| ### Data quality policy in 2026.08.2 |
|
|
| - The canonical Chinese executable cuisine value for the 66 corresponding |
| Shanghai restaurant rows is `本帮菜`; the English value remains |
| `Shanghai cuisine`. |
| - Natural-language queries may use varied expressions such as “上海菜”, |
| “本帮菜”, or “上海特色美食”. Only executable DSL values are canonicalized. |
| - The corrected `18:00` closing time for `富春山居号游船` / `Fuchun Mountain |
| Residence Cruise` is retained. |
|
|
| Release `2026.08.1` briefly used `上海菜` as the Chinese executable value. |
| The exact correction and validation boundary are documented in `manifests/`. |
|
|
| ## 简体中文 |
|
|
| 本数据集包含 ChinaTravel 使用的中英文静态沙盒，是 |
| [ChinaTravel Query 数据集](https://huggingface.co/datasets/LAMDA-NeSy/ChinaTravel) |
| 的配套资源，也是 |
| [ChinaTravel 论文](https://huggingface.co/papers/2412.13682)的关联产物。 |
|
|
| `raw/` 中的 ZIP 保留测评代码所需的原始目录结构，是正式运行基准时的权威数据； |
| Parquet config 用于 Hub viewer、检索和统计分析。 |
|
|
| ```python |
| from datasets import load_dataset |
| |
| restaurants_zh = load_dataset( |
| "LAMDA-NeSy/ChinaTravel-Sandbox", |
| "restaurants", |
| split="zh", |
| ) |
| poi_en = load_dataset( |
| "LAMDA-NeSy/ChinaTravel-Sandbox", |
| "poi", |
| split="en", |
| ) |
| ``` |
|
|
| 解压中文包后得到 `database/`，解压英文包后得到 `database_en/`，将对应目录放到 |
| `chinatravel/environment/` 即可。英文版本已统一概念标签，具体修改和校验信息见 |
| `manifests/`。 |
|
|
| `2026.08.2` 将上海餐馆的中文可执行菜系规范值恢复为“本帮菜”，英文对应值仍为 |
| `Shanghai cuisine`。自然语言 Query 可以继续使用“上海菜”“本帮菜”“上海特色美食” |
| 等多样化表达，只有 DSL 和沙盒内部值需要统一。上一版已修复的富春山居号游船 |
| `18:00` 闭馆时间保持不变，精确变更记录见 `manifests/`。 |
|
|
| ## Citation |
|
|
| ```bibtex |
| @inproceedings{shao2026chinatravel, |
| title = {ChinaTravel: An Open-Ended Travel Planning Benchmark with Compositional Constraint Validation for Language Agents}, |
| author = {Jie-Jing Shao and Bo-Wen Zhang and Xiao-Wen Yang and Baizhi Chen and Siyu Han and Pang Jinghao and Wen-Da Wei and Guohao Cai and Zhenhua Dong and Lan-Zhe Guo and Yu-Feng Li}, |
| booktitle = {The Fourteenth International Conference on Learning Representations}, |
| year = {2026}, |
| url = {https://openreview.net/forum?id=0YRVlxY9BH} |
| } |
| ``` |
|
|
