Legal Professional Qualification Examination Case-Based QA Dataset

#legal question answering #case-based reasoning #legal rule application #legal professional examination preparation #legal case analysis #legal education and training

5000
0.3GB
JSON
CATL
MOBIUSI INC

Updated:2026-10-19

AI Analysis & Value Prop

This dataset brings together case questions, statutory application questions, answer options, answers, and explanations from legal qualification exam and legal studies practice pages. It covers substantive law, procedural rules, and integrated case analysis, while linking case facts and legal elements to applicable rules, reasoning, and conclusions. It is designed for legal-domain question answering, case-reasoning evaluation, and specialized legal knowledge retrieval.

Dataset Insights

Sample Examples

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Technical Specifications

Field	Type	Description
file_name	string	File name
legal_rules	array	Legal provisions, constituent elements, conditions for application, and supporting legal authorities extracted from the question and explanation.
legal_domain	string	The primary branch or specialized area of law inferred from the case facts, question, and explanation.
question_type	string	The case question category inferred from its content, such as substantive law application, procedural law judgment, statutory interpretation, or integrated analysis.
source_record	object	The original case question-and-answer content collected from a legal exam or law practice page, serving as the independent source for this record.
facts_elements	array	Facts, conduct elements, relationships between parties, and outcome elements extracted from the case that directly affect the legal judgment.
reasoning_chain	array	The case reasoning organized by relevant facts, legal rules, rule application, and intermediate conclusions, preserving the links between facts and conclusions.
answer_conclusion	string	The final legal judgment or correct answer choice derived from the facts, legal rules, and reasoning chain.
procedural_issues	array	Procedural law issues identified in the case, such as jurisdiction, standing, deadlines, evidence, procedural steps, or available remedies.
boundary_conditions	array	Exceptions, limitations, counterexamples, and easily confused scenarios that may affect the scope or outcome of applying a legal rule.

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?: It includes case questions, statutory application questions, answer options, answers, and explanations from legal exam and law practice pages. Records also organize question type, legal domain, relevant facts, rules, reasoning, conclusions, procedural issues, and boundary conditions.

Which capabilities can this data support?: It can support training in legal question answering, case fact analysis, application of legal rules, procedural issue identification, and conclusion generation. It can also help evaluate how models handle specialized concepts, procedural rules, and easily confused boundary cases.

How can I obtain the data, and what should I check before using it?: Refer to the product page for the available delivery format, access method, and license terms. Since the material is sourced from exam and practice pages, verify the applicable license before using it in teaching, research, or commercial projects, and check answers against current laws and regulations.

Can the answers be treated as legal advice for real cases?: No. The dataset is intended primarily for exam preparation, model training, and capability evaluation. Answers reflect the facts and legal sources specified in each exercise; real cases require review of the full circumstances, jurisdiction, and current law by a qualified professional.

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Cite this Work

@dataset{Mobiusi2026,
  title={Legal Professional Qualification Examination Case-Based QA Dataset},
  author={MOBIUSI INC},
  year={2026},
  url={https://www.mobiusi.com/datasets/c23bb0434957a3373fde8a4cdd998181?dataset_scene_cate_type=2},
  urldate={2026-10-15},
  keywords={legal exam dataset,legal case QA,law exam question bank,legal case analysis,legal question answering,statutory application training,legal reasoning data,legal LLM training},
  version={1.0}
}

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