Flood Emergency Plan Question Answering Dataset

#question answering #emergency procedure retrieval #evidence-grounded answer generation #flood emergency response #disaster preparedness planning #emergency procedure guidance

3150
0.2GB
JSON
CATL
MOBIUSI INC

Updated:2026-11-04

AI Analysis & Value Prop

This dataset contains question-answer pairs based on flood emergency plans, response procedures, and operational guidance. Its procedural topics include warning thresholds, response responsibilities, action sequences, resource allocation, and conditions of applicability. Each record can link an answer to its reference passage and source document, with ordered steps included for sequence-based questions. It supports training and evaluating retrieval-augmented generation systems on retrieving and accurately restating emergency procedures from plan materials.

Dataset Insights

Sample Examples

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Technical Specifications

Field	Type	Description
file_name	string	File name
answer	string	A concise answer grounded in the reference context and faithful to the source procedure.
question	string	A question about flood warnings, response responsibilities, action sequences, resources, or applicable conditions.
response_steps	array	The ordered actions required by the source procedure when the answer describes a sequence.
question_category	string	The primary topic of the question, such as warning thresholds, responsibilities, action order, or resource allocation.
reference_context	string	The source passage or retrieved plan content provided as evidence for answering the question.
supporting_evidence	string	A relevant quotation or paraphrase from the reference context that supports the answer.
source_document_name	string	The name of the emergency plan, procedure, or guidance document containing the reference context.
applicable_conditions	string	Thresholds, situations, locations, or other conditions that determine when the described guidance applies.
answerable_from_context	boolean	Whether the provided reference context contains sufficient information to answer the question.

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 flood emergency topics does the dataset cover?: It focuses on flood emergency plans and operational guidance, including warning thresholds, response responsibilities, action sequences, resource allocation, and applicable conditions. Records can include a question, reference passage, source document, answer, and supporting evidence.

How can answers be verified?: Question-answer records link answers to reference context and source documents, with a quotation or paraphrase supporting the answer. For procedural questions, records may also include ordered response steps and applicable conditions, helping reviewers check whether an answer follows the source material.

Which model tasks is the dataset suited for?: It can support open-book question answering, retrieval-augmented question answering, and evidence-grounded answer generation. It can also be used to evaluate whether a model can find relevant information in plan materials and accurately restate procedural requirements.

How can I obtain the dataset, and what are the licensing terms?: Please refer to the product page or the data provider's latest information for availability, formats, and licensing terms. Review the applicable license before use and confirm that your intended use complies with its requirements.

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Cite this Work

@dataset{Mobiusi2026,
  title={Flood Emergency Plan Question Answering Dataset},
  author={MOBIUSI INC},
  year={2026},
  url={https://www.mobiusi.com/datasets/d0639bb0b592b621f63fcbdad9ea67c0},
  urldate={2026-10-22},
  keywords={flood emergency plan dataset,flood response QA,flood risk knowledge retrieval,emergency procedure QA,RAG training data,open-book question answering,flood response procedures,evidence-grounded QA},
  version={1.0}
}

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