Individual Medical Expense Insurance Coverage Question-Answer Dataset

#Open-Book Question Answering #Retrieval-Augmented Generation #Evidence Localization #Answer Provenance #Insurance Clause Retrieval #Insurance Customer Support #Coverage Lookup #Insurance Knowledge Base Development

3450
0.2GB
JSON
CATL
MOBIUSI INC

Updated:2026-11-01

AI Analysis & Value Prop

This dataset organizes questions and answers about covered medical services, coverage conditions, expense limits, and benefits under individual medical expense insurance policies and coverage descriptions. Each item links a question with the relevant policy clause, an answer, a coverage status, applicable conditions, and supporting evidence, enabling answers to be retrieved and checked against the source wording. It supports the development and evaluation of retrieval-augmented generation systems for accurate, traceable insurance coverage Q&A, as well as policy search and customer-facing assistance.

Dataset Insights

Sample Examples

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Technical Specifications

Field	Type	Description
file_name	string	File name
answer	string	A clear answer grounded in the provided source policy clause.
question	string	A question about covered medical services, coverage conditions, or benefit amounts.
source_clause	string	The original policy wording relevant to answering the question.
evidence_quote	string	An exact or minimally excerpted quotation from the source clause that supports the answer.
coverage_status	string	Whether the clause indicates that the service or expense is covered, excluded, conditional, or unclear.
coverage_conditions	array	Conditions, limits, or requirements applicable to the described coverage.

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?: The dataset covers questions about individual medical expense insurance and includes questions, relevant policy clauses, clause-based answers, coverage statuses, applicable conditions, and source excerpts supporting the answers. These linked fields support retrieval and item-by-item verification.

Which capabilities can it support for training or evaluation?: It can support open-book question answering, insurance clause retrieval, retrieval-augmented generation, evidence localization, and answer provenance tasks. It can help assess whether a system answers coverage questions from the provided clauses and distinguishes covered, excluded, conditional, or unclear cases.

How can I obtain the dataset, and what are the licensing terms?: Use the download or request method listed on the product page, and review the applicable license, permitted uses, and restrictions before use. Usage and redistribution rights are governed by the actual licensing terms.

Can the dataset be used to decide an individual claim or recommend a policy?: It should not be treated as a claim decision, legal opinion, or insurance recommendation for an individual case. Actual coverage must be verified against the specific policy version, complete contract wording, enrollment details, and the insurer's review.

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Cite this Work

@dataset{Mobiusi2026,
  title={Individual Medical Expense Insurance Coverage Question-Answer Dataset},
  author={MOBIUSI INC},
  year={2026},
  url={https://www.mobiusi.com/datasets/5b9a752520a339aea52d5d956281c4af?dataset_scene_cate_type=4},
  urldate={2026-10-22},
  keywords={individual medical expense insurance,insurance coverage,medical insurance Q&amp;A,insurance policy dataset,policy knowledge retrieval,retrieval-augmented generation,open-book question answering,insurance customer support},
  version={1.0}
}

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