Painting Heritage Provenance Chain Multi-Hop QA Dataset
- Records
- 3350
- Size
- 0.2GB
- Format
- JSON
- Provider
MOBIUSI INC- Updated
- v1.02026-11-05
This dataset focuses on paintings' historical owners, collecting institutions, transfer events, and related documentary records. It contains questions that require linking multiple provenance nodes and dates, along with answers, provenance chains, reasoning steps, and evidence links. The text-based data supports training and evaluating provenance tracing and evidence-based reasoning in painting heritage research, without requiring image input.
Overview
Dataset Insights
Preview
Sample Examples
Schema
Technical Specifications
| Field | Type | Description |
|---|---|---|
| file_name | string | File name |
| answer_text | string | Concise answer derived from the source materials and directly addressing the question. |
| question_text | string | Question to answer by tracing the painting's provenance across multiple source nodes and points in time. |
| evidence_links | array | Specific documentary evidence supporting the answer and inferences made along the provenance chain. |
| reasoning_steps | array | Ordered explanation showing how the answer follows from linking provenance nodes, dates, and source evidence. |
| provenance_chain | array | Ordered sequence of owners, collections, or transfer events used to establish the answer. |
| source_materials | object | Original source packet containing painting details, provenance records, ownership or transfer events, and documentary references. Preserve the source wording and references when available. |
Trust
Compliance Statement
Authorization Type
Proprietary - Commercial AI Training License (No Redistribution)
Commercial Use
Requires exclusive subscription or authorization contract (monthly or per-invocation charging)
Privacy and Anonymization
No PII, no real company names, simulated scenarios follow industry standards
Compliance System
Compliant with China's Data Security Law / EU GDPR / supports enterprise data access logs
FAQ
Frequently Asked Questions
- What does the dataset contain?
- Each record is organized around a painting's provenance and includes source materials, a question, an answer, an ordered provenance chain, reasoning steps, and evidence links. This structure helps users trace conclusions back to supporting records.
- Which model capabilities can this dataset support?
- It supports training and evaluation for multi-hop question answering, ownership and transfer tracing, linking information across time, and reasoning from documentary evidence in painting heritage contexts. It is also suitable for reasoning-focused supervised fine-tuning.
- Does answering the questions require painting images?
- No. The dataset uses text-based questions, answers, and source materials. Its focus is on connecting owners, collecting institutions, transfer events, dates, and documentary records rather than processing image input.
- How can I access the dataset, and what are the licensing terms?
- Check the dataset product page for available access methods, file specifications, and licensing terms. Before use, verify that the license covers your research or commercial use and review the applicable rights for documentary materials and provenance records.
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Cite this Work
@dataset{Mobiusi2026,
title={Painting Heritage Provenance Chain Multi-Hop QA Dataset},
author={MOBIUSI INC},
year={2026},
url={https://www.mobiusi.com/datasets/d4ce3aed5240d27b94a87aa09a097a07?dataset_scene_id=21},
urldate={2026-10-21},
keywords={painting heritage dataset,artwork provenance chain,painting provenance tracing,multi-hop QA data,art history reasoning,collection ownership records,documentary evidence reasoning,reasoning SFT dataset},
version={1.0}
}Using this in research? Please cite us.