Triple

T1803472
Position Surface form Disambiguated ID Type / Status
Subject National Disaster Response Force E39769 entity
Predicate legalBasis P125 FINISHED
Object Disaster Management Act, 2005
The Disaster Management Act, 2005 is an Indian law that establishes the institutional and legal framework for comprehensive disaster prevention, preparedness, response, and recovery across the country.
E202692 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Disaster Management Act, 2005 | Statement: [National Disaster Response Force, legalBasis, Disaster Management Act, 2005]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Disaster Management Act, 2005
Context triple: [National Disaster Response Force, legalBasis, Disaster Management Act, 2005]
  • A. Post-Katrina Emergency Management Reform Act of 2006
    The Post-Katrina Emergency Management Reform Act of 2006 is a U.S. federal law that overhauled and strengthened FEMA and the nation’s emergency management system in response to the failures revealed by Hurricane Katrina.
  • B. National Emergencies Act
    The National Emergencies Act is a U.S. federal law that regulates the president’s power to declare and manage national emergencies by establishing formal procedures, limits, and congressional oversight.
  • C. Pandemic and All-Hazards Preparedness Act
    The Pandemic and All-Hazards Preparedness Act is a U.S. federal law that strengthens national public health and medical preparedness and response capabilities for emergencies such as pandemics, bioterrorism, and natural disasters.
  • D. United States emergency management system
    The United States emergency management system is the nationwide framework of agencies, policies, and procedures responsible for preparing for, responding to, and recovering from natural disasters, technological incidents, and national security emergencies.
  • E. Sendai Framework for Disaster Risk Reduction 2015–2030
    The Sendai Framework for Disaster Risk Reduction 2015–2030 is a global UN-endorsed agreement that sets priorities and targets for reducing disaster risk and enhancing resilience to natural and human-made hazards worldwide.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Disaster Management Act, 2005
Triple: [National Disaster Response Force, legalBasis, Disaster Management Act, 2005]
Generated description
The Disaster Management Act, 2005 is an Indian law that establishes the institutional and legal framework for comprehensive disaster prevention, preparedness, response, and recovery across the country.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Disaster Management Act, 2005
Target entity description: The Disaster Management Act, 2005 is an Indian law that establishes the institutional and legal framework for comprehensive disaster prevention, preparedness, response, and recovery across the country.
  • A. Post-Katrina Emergency Management Reform Act of 2006
    The Post-Katrina Emergency Management Reform Act of 2006 is a U.S. federal law that overhauled and strengthened FEMA and the nation’s emergency management system in response to the failures revealed by Hurricane Katrina.
  • B. National Emergencies Act
    The National Emergencies Act is a U.S. federal law that regulates the president’s power to declare and manage national emergencies by establishing formal procedures, limits, and congressional oversight.
  • C. Pandemic and All-Hazards Preparedness Act
    The Pandemic and All-Hazards Preparedness Act is a U.S. federal law that strengthens national public health and medical preparedness and response capabilities for emergencies such as pandemics, bioterrorism, and natural disasters.
  • D. United States emergency management system
    The United States emergency management system is the nationwide framework of agencies, policies, and procedures responsible for preparing for, responding to, and recovering from natural disasters, technological incidents, and national security emergencies.
  • E. Sendai Framework for Disaster Risk Reduction 2015–2030
    The Sendai Framework for Disaster Risk Reduction 2015–2030 is a global UN-endorsed agreement that sets priorities and targets for reducing disaster risk and enhancing resilience to natural and human-made hazards worldwide.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69a88632aa588190ba3978fde0db5bbd completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa659535448190b60cb4b0ad2972b6 completed March 6, 2026, 5:26 a.m.
NED1 Entity disambiguation (via context triple) batch_69adb5dd01488190a96e0a8f3a77d524 completed March 8, 2026, 5:46 p.m.
NEDg Description generation batch_69adb9efe7e88190b3e2a529ec23be7b completed March 8, 2026, 6:03 p.m.
NED2 Entity disambiguation (via description) batch_69adbadfebbc8190ae09cd92c1fe77bc completed March 8, 2026, 6:07 p.m.
Created at: March 4, 2026, 7:32 p.m.