Datasetpublic

bahuia/pandora-data

Pandora Benchmark Data Versioned, processed benchmark annotations for the Pandora structured knowledge reasoning framework. Contents Dataset Split Records Artifact license Spider-Syn test 1,034 MIT BIRD dev 1,534 CC BY-SA 4.0 WikiTableQuestions test 4,344 CC BY-SA 4.0 WikiSQL test 15,878 BSD-3-Clause GrailQA evaluation set from public validation data 6,409 CC BY-SA 4.0 annotations; Freebase CC BY 2.5 BOX data WebQSP test 1,598 Freebase CC BY… See the full description on the dataset page: https://huggingface.co/datasets/bahuia/pandora-data.

sourceHugging Faceotherupdated 28d agoView on Hugging Face

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Dataset Card

Pandora Benchmark Data

Versioned, processed benchmark annotations for the Pandora structured knowledge reasoning framework.

Dataset	Split	Records	Artifact license
Spider-Syn	test	1,034	MIT
BIRD	dev	1,534	CC BY-SA 4.0
WikiTableQuestions	test	4,344	CC BY-SA 4.0
WikiSQL	test	15,878	BSD-3-Clause
GrailQA	evaluation set from public validation data	6,409	CC BY-SA 4.0 annotations; Freebase CC BY 2.5 BOX data
WebQSP	test	1,598	Freebase CC BY 2.5 BOX data; official annotations imported locally

Artifacts include minimal JSONL annotations and deterministic query-local KG BOX archives consumed by Pandora's public adapters. manifest.json records source and artifact SHA256 values, byte sizes, record counts, archive inventory, and transformation versions.

Use the version-matched pandora-data CLI to download, verify, and materialize the files:

bash

export PANDORA_DATA_ROOT=/path/to/pandora-data
pandora-data prepare --dataset wikitq
pandora-data verify --dataset wikitq

pandora-data prepare --dataset grailqa
pandora-data prepare --dataset webqsp
pandora-data verify --dataset grailqa
pandora-data verify --dataset webqsp

Publisher-provided database assets are obtained from their official sources and imported with the same CLI. See the Pandora repository's DATASETS.md for the complete preparation workflow.

Provenance

—Spider-Syn: https://github.com/ygan/Spider-Syn
—BIRD: https://bird-bench.github.io/
—WikiTableQuestions: https://github.com/ppasupat/WikiTableQuestions
—WikiSQL: https://github.com/salesforce/WikiSQL
—GrailQA: https://github.com/dki-lab/GrailQA
—WebQSP: https://www.microsoft.com/en-us/download/details.aspx?id=52763
—Freebase data dumps: https://developers.google.com/freebase

Dataset-specific notices are under notices/. The repository-level license is other because each artifact retains its applicable upstream terms.

The WebQSP annotation archive is not mirrored here. pandora-data downloads it from Microsoft's official Download Center, verifies its SHA256, and converts the selected questions locally. KG BOX tables are transformed query-local extracts of Freebase and retain the Freebase CC BY 2.5 terms.