Metalwork Technique Evidence Retrieval Dataset

#evidence retrieval #passage matching #information retrieval #metalworking heritage research #traditional craft preservation #historical technique documentation

5000
0.4GB
JSON
CATL
MOBIUSI INC

Updated:2026-10-19

AI Analysis & Value Prop

This dataset brings together web text describing the characteristics, steps, and historical uses of metalworking techniques such as casting, forging, chasing, and gilding, paired with evidence passages that support answers to specific technique questions. It focuses on knowledge of metalwork heritage and includes source webpage text, technique questions, evidence passages, and technique names. It is suitable for training and evaluating evidence retrieval, knowledge question answering, and natural language processing systems in the metalwork domain.

Dataset Insights

Sample Examples

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Technical Specifications

Field	Type	Description
file_name	string	File name
technique_name	string	The name of the metalworking technique identified from the question and evidence passage.
evidence_passage	string	A passage selected from the source webpage text that supports an answer to the technique question.
technique_question	string	A specific question about a metalworking technique, based on the source webpage content.
source_webpage_text	string	Original webpage text describing the characteristics, steps, or historical uses of metalworking techniques such as casting, forging, chasing, and gilding.

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

Frequently Asked Questions

Which metalworking techniques are covered?: The content focuses on techniques such as casting, forging, chasing, and gilding, including their characteristics, procedures, and historical uses. Each example is based on source webpage text and a related technique question.

What fields are included in each record?: Records include source webpage text, a technique question, an evidence passage, and a technique name. The evidence passage is selected from the source text to support an answer to the technique question.

What tasks is the dataset suited for?: It can support evidence retrieval, question answering about metalwork knowledge, and training or evaluation of retrieval systems and language models. It can also help assess whether a model finds textual support for a specific technique-related judgment.

How can the dataset be obtained, and what usage restrictions apply?: Use the download or delivery method provided by the platform. Because the dataset contains source webpage text, verify the applicable license, citation requirements, and copyright or reuse terms for the original content before use.

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Cite this Work

@dataset{Mobiusi2026,
  title={Metalwork Technique Evidence Retrieval Dataset},
  author={MOBIUSI INC},
  year={2026},
  url={https://www.mobiusi.com/datasets/a26296d796e15fc74edf44b4aebf216c?dataset_scene_id=21},
  urldate={2026-10-09},
  keywords={metalwork dataset, metalwork heritage, evidence retrieval, metalworking techniques, casting, forging, chasing, gilding, knowledge question answering},
  version={1.0}
}

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