Collision Insurance Policy Clause Question Answering Dataset

#question answering #policy clause retrieval #evidence-grounded answer generation #collision insurance policy interpretation #auto insurance coverage inquiry #insurance claims assistance

3400
0.2GB
JSON
CATL
MOBIUSI INC

Updated:2026-11-04

AI Analysis & Value Prop

This dataset organizes question-and-answer text grounded in collision insurance policy clauses covering insured losses, eligible vehicles and drivers, liability limits, and exclusions. Each record includes the source clause, question, answer, supporting reference, supporting quote, and coverage topic, linking each response to its policy basis. It supports insurance policy understanding, customer inquiry assistance, and training or evaluation of retrieval-augmented generation systems.

Dataset Insights

Sample Examples

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Technical Specifications

Field	Type	Description
file_name	string	File name
answer	string	A concise answer derived from the policy clause and responsive to the question.
question	string	The original question about collision coverage, eligible vehicles or drivers, liability limits, or exclusions.
coverage_topic	string	The main collision coverage topic addressed by the question, such as covered loss, eligible vehicle, driver, limit, or exclusion.
supporting_quote	string	The exact or closely transcribed policy wording that supports the answer.
policy_clause_text	string	The original collision coverage policy clause used as the source for answering the question.
supporting_clause_reference	string	The section number, heading, or other reference identifying where the answer is supported in the policy.

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

What does the dataset contain?: Records cover collision insurance policy questions and include the source clause, question, answer, supporting clause reference, supporting quote, and coverage topic. Topics include insured losses, eligible vehicles and drivers, liability limits, and exclusions.

Are answers linked to policy evidence?: The dataset includes clause references and supporting policy quotes to help verify how an answer relates to the policy text. For real-world use, check the result against the applicable policy version and terms.

Which tasks is it suitable for?: It supports policy clause retrieval, open-book question answering, evidence localization, and evidence-grounded answering. It can also be used for insurance customer service assistance, claims inquiries, and training or evaluating retrieval-augmented generation systems.

How can I access the dataset and confirm its license?: Check the current product page for available access methods, data specifications, and license terms. Before use, confirm that your intended use is permitted and comply with applicable copyright and data requirements for policy texts.

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Cite this Work

@dataset{Mobiusi2026,
  title={Collision Insurance Policy Clause Question Answering Dataset},
  author={MOBIUSI INC},
  year={2026},
  url={https://www.mobiusi.com/datasets/def58142c881ec394d5bf00ea6d82cd4?dataset_task_cate_id=6},
  urldate={2026-10-21},
  keywords={collision insurance QA,auto insurance policy data,policy clause retrieval,insurance open-book QA,RAG training data,insurance knowledge base,clause evidence localization,claims QA dataset},
  version={1.0}
}

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