347 extractive question-and-answer pairs built from 1769334794 CE 2, published by ncdc.mohfw.gov.in. The source is a 125-page publication. Source-evidenced topics include chemical emergencies, chemical hazards, hazardous chemicals, toxic materials, personal protective equipment, international health regulations (ihr), national disaster management authority (ndma), national disaster response force (ndrf). 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: 111 factual, 89 list, 56 relationship, 54 summary, 34 definition, 3 comparison. 236 of the 347 pairs (68.0%) ask explanatory questions; the remaining 111 are factual or table-based questions. 99.71% of rows pass the corpus quality gate.
This dataset contains 347 extractive question-and-answer pairs derived from a 125-page publication on chemical emergencies, sourced from ncdc.mohfw.gov.in. The dataset addresses topics such as hazardous chemicals, personal protective equipment, and emergency preparedness. Each answer is a verbatim excerpt from the source document, ensuring traceability to the original material. Questions are categorized into types like factual, list, relationship, summary, definition, and comparison, with explanatory questions forming the majority (68%).
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import desidata
df = desidata.load("ncdc-mohfw-gov-in-67f06d626b8403450302a388a86c03fd")
df.head()First 10 of 347 rows
| question | answer | context | answer_start | question_type | knowledge_quality_score | source_document | source_quote | source_page | source_location | confidence | validation_status |
|---|---|---|---|---|---|---|---|---|---|---|---|
| What are the main routes through which exposure to hazardous substances can occur? | three main routes of exposure: inhalation, ingestion, and skin contact | The medical treatment of victims of chemical emergencies varies depending on the type of exposure. There are three main routes of exposure: inhalation, ingestion, and skin contact. Inhalation exposure occurs when a person breathes in a hazardous substance, ingestion exposure occurs when a person swallows a hazardous substance, and skin contact exposure occurs when a person’s skin comes into contact with a hazardous substance. | 109 | definition | 1.000 | https://ncdc.mohfw.gov.in/uploads/resource/1769334794_CE-2.pdf | There are three main routes of exposure: inhalation, ingestion, and skin contact. | 101 | page=101,block=0 | 0.850 | valid |
| What is the responsibility of the District Authority? | responsible for formulation of District Disaster Management Plan | District Authority is responsible for formulation of District Disaster Management Plan. | 22 | definition | 1.000 | https://ncdc.mohfw.gov.in/uploads/resource/1769334794_CE-2.pdf | District Authority is responsible for formulation of District Disaster Management Plan. | 35 | page=35,block=12 | 0.850 | valid |
| How are victims defined in the context of chemical exposure? | “exposed” to a chemical when they have inhaled, ingested, injected or come into surface contact with the chemical. | Following an incident, it will be necessary to obtain information from the affected population regarding their involvement in the incident including exposures and any health effects that may have resulted from the exposures. The objective of the register is to: ο Identify all those exposed, potentially exposed or otherwise affected individuals, as they are at risk of potential acute or chronic health effects.It will be vital to gather information from the impacted people after a chemical incident about the details, including exposures and any potential health repercussions from those exposures. ο Identify those who were unintentionally exposed and find out the best course of action with respect to treatment. Victims are defined as “exposed” to a chemical when they have inhaled, ingested, injected or come into surface contact with the chemical. | 741 | definition | 1.000 | https://ncdc.mohfw.gov.in/uploads/resource/1769334794_CE-2.pdf | Victims are defined as “exposed” to a chemical when they have inhaled, ingested, injected or come into surface contact with the chemical. | 84 | |||
| What approach does NDMA call for in chemical disaster preparedness and response? | a proactive, participatory, multi-disciplinary and multi-sectoral approach | NDMA has the responsibility for laying down the policies, plans and guidelines for disaster management including chemical disasters for ensuring timely and effective response in the country. NDMA provides directions to ministries, departments and state authorities for the preparation of their detailed disaster management plans and calls for a proactive, participatory, multi-disciplinary and multi-sectoral approach at various levels for chemical disaster preparedness and response. | 343 | definition | 1.000 | https://ncdc.mohfw.gov.in/uploads/resource/1769334794_CE-2.pdf | NDMA provides directions to ministries, departments and state authorities for the preparation of their detailed disaster management plans and calls for a proactive, participatory, multi-disciplinary and multi-sectoral approach at various levels for chemical disaster preparedness and response. | 38 | page=38,block=0 | 0.700 | valid |
| What are Major Accident Hazard installations in India? | those that handle hazardous substances in large quantities and have the potential to cause major accidents | Pre-Hospital Management of Chemical Emergencies 17 In India, Major Accident Hazard (MAH) installations are regulated under the Manufacture, Storage and Import of Hazardous Chemical Rules, 1989, which were amended in 2000 and 2009. MAH installations are those that handle hazardous substances in large quantities and have the potential to cause major accidents that can result in loss of life, property, and environmental damage. | 253 | definition | 1.000 | https://ncdc.mohfw.gov.in/uploads/resource/1769334794_CE-2.pdf | MAH installations are those that handle hazardous substances in large quantities and have the potential to cause major accidents that can result in loss of life, property, and environmental damage. | 28 | page=28,block=0 | 0.700 | valid |
| What characteristic sets toxins apart from other types of chemical hazards? | their capacity to damage living things via biochemical interactions | Toxins are a broad class of chemical hazards that are distinguished by their capacity to damage living things via biochemical interactions. These compounds are very dangerous because they have the potential to cause serious health impacts even at low exposure levels. They can be created synthetically or organically. Toxic substance is one that, even in small amounts, can injure living tissue. » Examples – Hydrogen cyanide, Hydrogen peroxide, Hydrogen fluoride, etc. Fig. 2 : Four categories of common chemical hazards: corrosives, flammables, oxidizers/ reactives, and toxins. | 71 | definition | 1.000 | https://ncdc.mohfw.gov.in/uploads/resource/1769334794_CE-2.pdf | Toxins are a broad class of chemical hazards that are distinguished by their capacity to damage living things via biochemical interactions. | 15 | page=15,block=7 | 0.700 | valid |
| What characteristics make certain materials reactive and capable of forming explosive peroxides or undergoing violent polymerization? | materials that are pyrophoric (“flammable solids”), are water reactive, form explosive peroxides, or may undergo such reactions as violent polymerization | Important properties of flammable liquids: » Flash point is the minimum temperature of a liquid at which sufficient vapor is given off to form an ignitable mixture with air. » Ignition temperature is the minimum temperature required to initiate self-sustained combustion Oxidizers/ reactives include chemicals that can explode, violently polymerize, form explosive peroxides, or react violently with water or atmospheric Oxygen. 1. Oxidizers: An oxidizing agent is any material that initiates or promotes combustion in other materials, either by causing fire itself or by releasing oxygen or other combustible gases. Examples - Aluminum nitrate, Ammonium persulfate, Barium peroxide. 2. Reactives: Reactives include materials that are pyrophoric (“flammable solids”), are water reactive, form explosive peroxides, or may undergo such reactions as violent polymerization. | 716 | definition | 1.000 | https://ncdc.mohfw.gov.in/uploads/resource/1769334794_CE-2.pdf | Reactives: Reactives include materials that are pyrophoric (“flammable solids”), are water reactive, form explosive peroxides, or may undergo such reactions as violent polymerization. | ||||
| What does dry decontamination involve during chemical exposure management? | dry decontamination can be performed as an initial emergency decontamination method with any available absorbent material | Current decontamination procedure recommendations involve the following steps: 1. Disrobe: Patients should be instructed to remove all potentially contaminated clothing. 2. Dry Decontamination: Once clothing is removed, dry decontamination can be performed as an initial emergency decontamination method with any available absorbent material. 3. Wet Decontamination: Involves using water and soap to remove caustic or harmful chemicals. | 220 | definition | 1.000 | https://ncdc.mohfw.gov.in/uploads/resource/1769334794_CE-2.pdf | Dry Decontamination: Once clothing is removed, dry decontamination can be performed as an initial emergency decontamination method with any available absorbent material. | 88 | page=88,block=11 | 0.700 | valid |
| What does the STARC principle stand for in effective crisis communication? | S imple T imley A ccurate R elevant C redible | ο The time at which an information update will be provided ο Important hotlines/ contact number for accessing health services/hospitals, missing persons THE STARC PRINCIPLE - For effective Crisis communication S imple T imley A ccurate R elevant C redible People want to hear words they understand People want information as soon as possible People want information that is to-the-point Responses to the public’s questions should be factual Openness is the key to credibility | 210 | definition | 1.000 | https://ncdc.mohfw.gov.in/uploads/resource/1769334794_CE-2.pdf | ο The time at which an information update will be provided ο Important hotlines/ contact number for accessing health services/hospitals, missing persons THE STARC PRINCIPLE - For effective Crisis communication S imple T imley A ccurate R elevant C redible People want to hear words they understand People want information as soon as possible People want information that is to-the-point Responses to the public’s questions should be factual Openness is the key to credibility | 68 | page=68,block=20 | 0.700 | |
| What expertise should hospitals have to respond to chemical emergencies? | expertise in the management of chemical exposures and related medical conditions | Designating hospitals for responding to chemical emergencies is an important step in emergency preparedness planning. Here are some key considerations for making hospital designations for responding to chemical emergencies: 1. Capacity: Hospitals designated for responding to chemical emergencies should have the capacity to handle a significant influx of patients with chemical exposure or contamination. This includes having adequate staff, equipment, and supplies to provide appropriate medical care. 2. Expertise: Hospitals designated for responding to chemical emergencies should have expertise in the management of chemical exposures and related medical conditions. This includes having trained staff with knowledge of chemical agents, their effects on the body, and appropriate treatment protocols. 3. | 590 | definition | 1.000 | https://ncdc.mohfw.gov.in/uploads/resource/1769334794_CE-2.pdf | Expertise: Hospitals designated for responding to chemical emergencies should have expertise in the management of chemical exposures and related medical conditions. | 83 | page=83,block=3 |
Read straight from the file — download or use the API URL for the full dataset.
| page=84,block=3 |
| 0.700 |
| valid |
| 15 |
| page=15,block=7 |
| 0.700 |
| valid |
| valid |
| 0.700 |
| valid |