Triple

T4025698
Position Surface form Disambiguated ID Type / Status
Subject United States emergency management system E67046 entity
Predicate hasComponent P35 FINISHED
Object Voluntary Organizations Active in Disaster
Voluntary Organizations Active in Disaster (VOAD) is a national coalition of nonprofit, faith-based, and community organizations that coordinate resources and services to support disaster preparedness, response, and recovery efforts in the United States.
E409184 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: Voluntary Organizations Active in Disaster | Statement: [United States emergency management system, hasComponent, Voluntary Organizations Active in Disaster]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Voluntary Organizations Active in Disaster
Context triple: [United States emergency management system, hasComponent, Voluntary Organizations Active in Disaster]
  • A. Global Platform for Disaster Risk Reduction
    The Global Platform for Disaster Risk Reduction is a biennial multi-stakeholder forum that serves as the main global venue for assessing progress, sharing knowledge, and setting priorities in reducing disaster risk and building resilience.
  • B. Centre for Disaster Preparedness and Management
    The Centre for Disaster Preparedness and Management is an academic and research institute focused on disaster risk reduction, emergency management, and resilience-building, operating under the University of Peshawar in Pakistan.
  • C. International Charter on Space and Major Disasters
    The International Charter on Space and Major Disasters is a global initiative through which space agencies coordinate the provision of satellite data to support emergency response efforts during natural and technological disasters.
  • D. Special Committee for Disaster Risk Reduction
    The Special Committee for Disaster Risk Reduction is a body within the Association of Caribbean States that coordinates regional policies and initiatives to reduce disaster risks and enhance resilience among member countries.
  • E. Urban Search and Rescue Task Forces
    Urban Search and Rescue Task Forces are specialized, highly trained teams equipped to locate, extricate, and provide initial medical care to victims trapped in collapsed structures or other complex disaster environments.
  • 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: Voluntary Organizations Active in Disaster
Triple: [United States emergency management system, hasComponent, Voluntary Organizations Active in Disaster]
Generated description
Voluntary Organizations Active in Disaster (VOAD) is a national coalition of nonprofit, faith-based, and community organizations that coordinate resources and services to support disaster preparedness, response, and recovery efforts in the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Voluntary Organizations Active in Disaster
Target entity description: Voluntary Organizations Active in Disaster (VOAD) is a national coalition of nonprofit, faith-based, and community organizations that coordinate resources and services to support disaster preparedness, response, and recovery efforts in the United States.
  • A. Global Platform for Disaster Risk Reduction
    The Global Platform for Disaster Risk Reduction is a biennial multi-stakeholder forum that serves as the main global venue for assessing progress, sharing knowledge, and setting priorities in reducing disaster risk and building resilience.
  • B. Centre for Disaster Preparedness and Management
    The Centre for Disaster Preparedness and Management is an academic and research institute focused on disaster risk reduction, emergency management, and resilience-building, operating under the University of Peshawar in Pakistan.
  • C. International Charter on Space and Major Disasters
    The International Charter on Space and Major Disasters is a global initiative through which space agencies coordinate the provision of satellite data to support emergency response efforts during natural and technological disasters.
  • D. Special Committee for Disaster Risk Reduction
    The Special Committee for Disaster Risk Reduction is a body within the Association of Caribbean States that coordinates regional policies and initiatives to reduce disaster risks and enhance resilience among member countries.
  • E. Urban Search and Rescue Task Forces
    Urban Search and Rescue Task Forces are specialized, highly trained teams equipped to locate, extricate, and provide initial medical care to victims trapped in collapsed structures or other complex disaster environments.
  • 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_69aed92e29ac819080f7a98b594fec05 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefaec08dc8190a341809059554f84 completed March 9, 2026, 4:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5562f3fd881909975cb85143ad466 completed March 14, 2026, 12:35 p.m.
NEDg Description generation batch_69b55a3d0f3c8190942f8b93129310a9 completed March 14, 2026, 12:53 p.m.
NED2 Entity disambiguation (via description) batch_69b55a9ec7e88190bc5d165fd666f4b3 completed March 14, 2026, 12:54 p.m.
Created at: March 9, 2026, 3:36 p.m.