Triple

T2520171
Position Surface form Disambiguated ID Type / Status
Subject Department of Social Welfare and Development E55502 entity
Predicate hasDivision P35 FINISHED
Object Disaster Response Management Bureau
The Disaster Response Management Bureau is a specialized division responsible for coordinating and overseeing disaster preparedness, response, and recovery efforts under the Department of Social Welfare and Development.
E275406 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 Response Management Bureau | Statement: [Department of Social Welfare and Development, hasDivision, Disaster Response Management Bureau]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Disaster Response Management Bureau
Context triple: [Department of Social Welfare and Development, hasDivision, Disaster Response Management Bureau]
  • A. Office of Emergency Response
    The Office of Emergency Response is a specialized unit within Florida’s environmental agency that manages and coordinates responses to environmental emergencies such as hazardous material spills and pollution incidents.
  • B. Office for Emergency Management
    The Office for Emergency Management was a World War II-era U.S. federal agency in the Executive Office of the President that coordinated national defense and emergency preparedness activities.
  • C. Fire and Disaster Management Agency
    The Fire and Disaster Management Agency is Japan’s national authority responsible for overseeing fire services, emergency response, and disaster management across the country.
  • D. Office for Domestic Preparedness
    The Office for Domestic Preparedness was a U.S. federal agency responsible for enhancing the nation’s capacity to prevent, respond to, and recover from domestic terrorist attacks and other major emergencies, primarily through training, exercises, and grant programs for state and local authorities.
  • E. National Disaster Management Authority
    The National Disaster Management Authority is India’s apex statutory body responsible for formulating policies, plans, and guidelines for effective disaster management and response across the country.
  • 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 Response Management Bureau
Triple: [Department of Social Welfare and Development, hasDivision, Disaster Response Management Bureau]
Generated description
The Disaster Response Management Bureau is a specialized division responsible for coordinating and overseeing disaster preparedness, response, and recovery efforts under the Department of Social Welfare and Development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Disaster Response Management Bureau
Target entity description: The Disaster Response Management Bureau is a specialized division responsible for coordinating and overseeing disaster preparedness, response, and recovery efforts under the Department of Social Welfare and Development.
  • A. Office of Emergency Response
    The Office of Emergency Response is a specialized unit within Florida’s environmental agency that manages and coordinates responses to environmental emergencies such as hazardous material spills and pollution incidents.
  • B. Office for Emergency Management
    The Office for Emergency Management was a World War II-era U.S. federal agency in the Executive Office of the President that coordinated national defense and emergency preparedness activities.
  • C. Fire and Disaster Management Agency
    The Fire and Disaster Management Agency is Japan’s national authority responsible for overseeing fire services, emergency response, and disaster management across the country.
  • D. Office for Domestic Preparedness
    The Office for Domestic Preparedness was a U.S. federal agency responsible for enhancing the nation’s capacity to prevent, respond to, and recover from domestic terrorist attacks and other major emergencies, primarily through training, exercises, and grant programs for state and local authorities.
  • E. National Disaster Management Authority
    The National Disaster Management Authority is India’s apex statutory body responsible for formulating policies, plans, and guidelines for effective disaster management and response across the country.
  • 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_69ab49e4749c8190813311efd1630f1b completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abd2343e3081908819dc58d8ff40ce completed March 7, 2026, 7:22 a.m.
NED1 Entity disambiguation (via context triple) batch_69af2ba2adc081908a0c7ff24db89de6 completed March 9, 2026, 8:20 p.m.
NEDg Description generation batch_69af51dee3508190a0d1608a7d905742 completed March 9, 2026, 11:03 p.m.
NED2 Entity disambiguation (via description) batch_69af52a97d008190b55491fa557eb729 completed March 9, 2026, 11:07 p.m.
Created at: March 6, 2026, 9:46 p.m.