49 extractive question-and-answer pairs built from 1. Heat wave advisory for State Health department_2026, published by ncdc.mohfw.gov.in. The source is a 5-page publication. Source-evidenced topics include heat-health action plan, india meteorological department (imd), ors packs, iv fluids, emergency cooling, fire safety, heat-related illnesses (hri), mass gatherings. Every answer is a verbatim span of text the source prints, and each row carries the passage it sits in, its offset in that passage, the source quote, the page and the location in the document, so any row can be checked against the original. Question types in the export: 23 factual, 12 list, 7 summary, 5 relationship, 2 definition. 26 of the 49 pairs (53.1%) ask explanatory questions; the remaining 23 are factual or table-based questions. 100.00% of rows pass the corpus quality gate.
This dataset contains 49 question-and-answer pairs derived from the 'Heat Wave Advisory for State Health Department, 2026' document published by ncdc.mohfw.gov.in. It addresses various aspects of heat-related health preparedness, including action plans, emergency response, fire safety, and public health measures during heat waves. The dataset provides verbatim excerpts from the source, ensuring traceability to the original publication. Questions range from definitions to summaries and relationships, focusing on practical measures for health facilities, public events, and community engagement.
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# One-time install: pip install desidata
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import desidata
df = desidata.load("ncdc-mohfw-gov-in-9bdcc47e847321ce4654d63b35af93a6")
df.head()First 10 of 49 rows
| question | answer | context | answer_start | question_type | knowledge_quality_score | source_document | source_quote | source_page | source_location | confidence | validation_status |
|---|---|---|---|---|---|---|---|---|---|---|---|
| What plan is to be implemented at the State level for addressing heat-health issues? | Heat-Health Action Plan, a chapter of the State Action Plan on Climate Change and Human Health (SAPCCHH) | Implement Heat-Health Action Plan, a chapter of the State Action Plan on Climate Change and Human Health (SAPCCHH) at the State level • Support implementation of District-specific and City-level heat-health action plans for focused preparedness and response. 3. | 10 | definition | 1.000 | https://ncdc.mohfw.gov.in/uploads/pdf/1.%20Heat%20wave%20advisory%20for%20State%20Health%20department_2026.pdf | Implement Heat-Health Action Plan, a chapter of the State Action Plan on Climate Change and Human Health (SAPCCHH) at the State level • Support implementation of District-specific and City-level heat-health action plans for focused preparedness and response. | 1 | page=1,block=1 | 0.700 | valid |
| What tool is enclosed to categorize heat-related deaths in clinical settings? | Checklist criteria to label heat stroke or HRI Deaths in clinical setting | • Submit data from health facilities, PHC, and above, using P-form level credentials. The updated data collection form focuses on patient-level information to create line lists with essential demographic, clinical, and exposure information. • Ensure routine monitoring of data to ensure data quality. A 5-day correction window is provided for health facilities to correct their reports. • Use clinical criteria to categorize heat-related deaths. A support tool, Checklist criteria to label heat stroke or HRI Deaths in clinical setting is enclosed. | 462 | definition | 1.000 | https://ncdc.mohfw.gov.in/uploads/pdf/1.%20Heat%20wave%20advisory%20for%20State%20Health%20department_2026.pdf | A support tool, Checklist criteria to label heat stroke or HRI Deaths in clinical setting is enclosed. | 2 | page=2,block=1 | 0.700 | valid |
| To whom should the updated health sector heat action plan be sent for incorporation in the State Action Plan on Heat Wave? | State Disaster Management Authority (SDMA) or Relief Commissioner Department | Meeting with State and District Task Force on Climate Change and Human Health • Organize a task force meeting for implementation of the heat-health action plan at State/District levels, to ensure health facility and ambulance preparedness and their strategic deployment. • Monitor and utilize daily surveillance data for coordinated preparedness and response planning. • Utilize local civil registration systems to understand patterns of temperature-related mortality for local early warning thresholds and for focused preparedness. • Consider the strategic establishment of public cooling and drinking water facilities to prevent heat stress. • The health sector heat action plan shall be updated in SAPCCHH and a copy of this may be sent to the State Disaster Management Authority (SDMA) or Relief Commissioner Department for incorporation in the State Action Plan on Heat Wave. | 747 | relationship | 0.970 | https://ncdc.mohfw.gov.in/uploads/pdf/1.%20Heat%20wave%20advisory%20for%20State%20Health%20department_2026.pdf | • The health sector heat action plan shall be updated in SAPCCHH and a copy of this may be sent to the State Disaster Management Authority (SDMA) or Relief Commissioner Department for incorporation in the State Action Plan on Heat Wave. | ||||
| What coordination is necessary for uninterrupted electricity supply to hospitals? | Coordinate with electricity distribution company/corporation | Health facility resiliency to extreme heat • Coordinate with electricity distribution company/corporation for uninterrupted electricity supply to hospitals for constant functioning of cooling appliances. • Adopt measures to reduce indoor heat and energy conservation in the health facilities like cool roof/green roof, window shading, rainwater harvesting, solarization etc. | 45 | relationship | 0.970 | https://ncdc.mohfw.gov.in/uploads/pdf/1.%20Heat%20wave%20advisory%20for%20State%20Health%20department_2026.pdf | Health facility resiliency to extreme heat • Coordinate with electricity distribution company/corporation for uninterrupted electricity supply to hospitals for constant functioning of cooling appliances. | 3 | page=3,block=1 | 0.700 | valid |
| What is the purpose of organizing a task force meeting at State/District levels? | to ensure health facility and ambulance preparedness and their strategic deployment | Meeting with State and District Task Force on Climate Change and Human Health • Organize a task force meeting for implementation of the heat-health action plan at State/District levels, to ensure health facility and ambulance preparedness and their strategic deployment. • Monitor and utilize daily surveillance data for coordinated preparedness and response planning. • Utilize local civil registration systems to understand patterns of temperature-related mortality for local early warning thresholds and for focused preparedness. • Consider the strategic establishment of public cooling and drinking water facilities to prevent heat stress. • The health sector heat action plan shall be updated in SAPCCHH and a copy of this may be sent to the State Disaster Management Authority (SDMA) or Relief Commissioner Department for incorporation in the State Action Plan on Heat Wave. | 186 | relationship | 0.970 | https://ncdc.mohfw.gov.in/uploads/pdf/1.%20Heat%20wave%20advisory%20for%20State%20Health%20department_2026.pdf | Meeting with State and District Task Force on Climate Change and Human Health • Organize a task force meeting for implementation of the heat-health action plan at State/District levels, to ensure health facility and ambulance preparedness and their strategic deployment. | ||||
| What is the role of the India Meteorological Department in heat wave warnings? | heat waves issued by the India Meteorological Department (IMD) daily after 1600 hours IST with a forecast for next four days | Undertake “Investigation of Suspected Heat-Related Illness Death” by a medical officer/epidemiologist for suspected heat-related illness deaths that cannot be assessed clinically (details in National Action Plan on Heat-Related Illnesses, MoHFW) to understand circumstances around the suspected HRI death. • Ensure timely verification, investigation and response to reports of heat-related mortality clustering and provide incident reports. 5. Dissemination of early warning: of heat waves issued by the India Meteorological Department (IMD) daily after 1600 hours IST with a forecast for next four days should be disseminated to health facilities and vulnerable populations. | 479 | relationship | 0.970 | https://ncdc.mohfw.gov.in/uploads/pdf/1.%20Heat%20wave%20advisory%20for%20State%20Health%20department_2026.pdf | Dissemination of early warning: of heat waves issued by the India Meteorological Department (IMD) daily after 1600 hours IST with a forecast for next four days should be disseminated to health facilities and vulnerable populations. | 2 | |||
| What measures should be implemented to prevent fires in healthcare facilities? | proper storage and handling of flammable materials | G. Fire safety in health facilities Rising temperatures increase the risk of fire incidents in healthcare facilities. Most fire incidents result from short-circuits and electrical overloads • Conduct regular fire risk assessments and inspections to identify vulnerable areas and to ensure functional firefighting systems. • Fire prevention measures: Implement proper storage and handling of flammable materials. Conduct bi-annual electrical load audits, especially in high-demand areas like ICUs, to ensure power systems meet safety standards. • Fire detection and suppression systems: Install and maintain smoke detectors, fire alarms, hydrants, and extinguishers in all hospital areas. | 360 | relationship | 0.970 | https://ncdc.mohfw.gov.in/uploads/pdf/1.%20Heat%20wave%20advisory%20for%20State%20Health%20department_2026.pdf | • Fire prevention measures: Implement proper storage and handling of flammable materials. | 3 | page=3,block=1 | 0.700 | valid |
| How should the public be guided towards medical check posts and exits? | through a detailed map of event site and directions on display | • Keeping ambulance with ice packs and cold water etc to transport serious patients to the nearest equipped health care facility. During the event consideration 1. Ensure adequate air circulation, and avoid overcrowding pockets at the event site. 2. Identify and monitor the vulnerable population at the event with checkpoints at entry and within the event area; monitoring with the help of volunteers/cameras on site. 3. Uniformed medical aid teams with appropriate portable ice boxes, cold water, ORS packets should be mobilized in crowd. 4. Continue good public communication (in terms of broadcasts, posters) regarding the effects of heat and reminders to stay hydrated and cool. 5. Guide the public towards medical check posts, and nearest exits through a detailed map of event site and directions on display 6. | 751 | summary | 0.970 | https://ncdc.mohfw.gov.in/uploads/pdf/1.%20Heat%20wave%20advisory%20for%20State%20Health%20department_2026.pdf | Guide the public towards medical check posts, and nearest exits through a detailed map of event site and directions on display 6. | 5 | page=5,block=2 | ||
| What is the focus of the updated data collection form for heat-related illnesses? | patient-level information to create line lists with essential demographic, clinical, and exposure information | • Submit data from health facilities, PHC, and above, using P-form level credentials. The updated data collection form focuses on patient-level information to create line lists with essential demographic, clinical, and exposure information. • Ensure routine monitoring of data to ensure data quality. A 5-day correction window is provided for health facilities to correct their reports. • Use clinical criteria to categorize heat-related deaths. A support tool, Checklist criteria to label heat stroke or HRI Deaths in clinical setting is enclosed. | 130 | summary | 0.970 | https://ncdc.mohfw.gov.in/uploads/pdf/1.%20Heat%20wave%20advisory%20for%20State%20Health%20department_2026.pdf | The updated data collection form focuses on patient-level information to create line lists with essential demographic, clinical, and exposure information. | 2 | page=2,block=1 | 0.700 | valid |
| What plan should be established and maintained for emergencies? | an emergency response plan with SOPs for evacuating patients and staff | Conduct monthly testing of alarms and detectors, ensuring batteries are replaced as needed. • Staff training and emergency drills: Provide continuous training for staff on fire safety protocols, prevention, and evacuation procedures. Conduct bi-annual fire and evacuation drills to ensure preparedness. • Emergency response plan: Establish and maintain an emergency response plan with SOPs for evacuating patients and staff. Ensure all staff members are familiar with emergency roles and responsibilities. 10. | 353 | summary | 0.970 | https://ncdc.mohfw.gov.in/uploads/pdf/1.%20Heat%20wave%20advisory%20for%20State%20Health%20department_2026.pdf | • Emergency response plan: Establish and maintain an emergency response plan with SOPs for evacuating patients and staff. | 3 | page=3,block=1 | 0.700 | valid |
Read straight from the file — download or use the API URL for the full dataset.
| 1 |
| page=1,block=1 |
| 0.700 |
| valid |
| 1 |
| page=1,block=1 |
| 0.700 |
| valid |
| page=2,block=1 |
| 0.700 |
| valid |
| 0.700 |
| valid |