Extreme Heat Emergency Plan Question Answering Dataset

#question answering #evidence retrieval #emergency plan interpretation #extreme heat emergency management #heatwave response planning #public safety preparedness

5000
0.4GB
JSON
CATL
MOBIUSI INC

Updated:2026-11-04

AI Analysis & Value Prop

This dataset is based on local or institutional extreme heat emergency plans, response procedures, and descriptions of assigned responsibilities. It organizes question-answer text about response activation criteria, role assignments, and emergency measures, with each record providing the source passage, question, answer, and supporting evidence; structured details such as criteria, responsible parties, measures, and topic may also be included. It is suitable for building and evaluating retrieval-augmented generation systems, emergency management knowledge bases, and information services related to heat risk.

Dataset Insights

Sample Examples

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Technical Specifications

Field	Type	Description
file_name	string	File name
topic	string	The primary emergency management topic addressed by the question, such as activation, roles, or public protective actions.
answer	string	A concise answer to the question, supported by information in the source text.
question	string	A question about activation criteria, responsibilities, or response measures that can be answered from the source text.
source_text	string	The original plan passage used as the source for generating the question and answer.
answer_evidence	string	A supporting quotation or relevant passage from the source text that substantiates the answer.
response_measures	array	Actions or protective measures relevant to the question and specified in the plan.
activation_criteria	array	Conditions or thresholds specified in the plan for activating an extreme heat response.
responsible_parties	array	Agencies, teams, or roles assigned responsibilities relevant to 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 does the dataset contain?: It covers activation criteria, assigned responsibilities, and response measures in extreme heat emergency plans. Records include source text, a question, an answer, supporting evidence, and related structured details.

How are answers supported by the source?: Each question-answer record can be linked to the source plan text and answer evidence, making it easier to check whether a response is grounded in the original material and to trace its supporting passage.

Which tasks is the dataset suitable for?: It can support open-book question answering, training and evaluation of retrieval-augmented generation systems, emergency plan retrieval, and emergency management question answering. Results depend on source coverage and system configuration.

How can I obtain the dataset, and what are the licensing terms?: Refer to the dataset product page for available download methods, delivery format, and license terms. Before use, verify the permitted scope and any requirements for quoting, redistributing, or commercially using the source plans.

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Cite this Work

@dataset{Mobiusi2026,
  title={Extreme Heat Emergency Plan Question Answering Dataset},
  author={MOBIUSI INC},
  year={2026},
  url={https://www.mobiusi.com/datasets/ef3f88616c4a4a3f4fad477f89c37de0?dataset_scene_id=11},
  urldate={2026-10-19},
  keywords={extreme heat emergency dataset,heat emergency plan QA,emergency management QA data,RAG question answering data,heat response procedures,emergency responsibility retrieval,emergency plan knowledge base,answer evidence tracing},
  version={1.0}
}

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