Triple

T22492678
Position Surface form Disambiguated ID Type / Status
Subject United States foreign assistance architecture E556056 entity
Predicate includesProgram P1393 FINISHED
Object International Disaster Assistance programs NE NERFINISHED

How this triple was built (3 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: International Disaster Assistance programs | Statement: [United States foreign assistance architecture, includesProgram, International Disaster Assistance programs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: International Disaster Assistance programs
Context triple: [United States foreign assistance architecture, includesProgram, International Disaster Assistance programs]
  • A. 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.
  • B. Impact Aid
    Impact Aid is a federal education funding program in the United States that provides financial assistance to school districts affected by the presence of tax-exempt federal property or federally connected students.
  • C. Humanitarian Response Plan
    The Humanitarian Response Plan is a strategic framework that outlines coordinated, multi-agency humanitarian priorities, activities, and funding requirements for responding to major crises.
  • D. Humanitarian Programme Cycle
    The Humanitarian Programme Cycle is the coordinated framework used by humanitarian actors to assess needs, plan, resource, implement, and monitor emergency response in crisis-affected contexts.
  • E. Global Humanitarian Overview
    The Global Humanitarian Overview is the United Nations’ annual, system-wide assessment and funding appeal that outlines global humanitarian needs, response plans, and financial requirements for crises around the world.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: International Disaster Assistance programs
Target entity description: International Disaster Assistance programs are U.S. government-funded humanitarian aid initiatives that provide rapid emergency relief and support recovery efforts for populations affected by natural disasters and complex crises worldwide.
  • A. 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.
  • B. Impact Aid
    Impact Aid is a federal education funding program in the United States that provides financial assistance to school districts affected by the presence of tax-exempt federal property or federally connected students.
  • C. Humanitarian Response Plan
    The Humanitarian Response Plan is a strategic framework that outlines coordinated, multi-agency humanitarian priorities, activities, and funding requirements for responding to major crises.
  • D. Humanitarian Programme Cycle
    The Humanitarian Programme Cycle is the coordinated framework used by humanitarian actors to assess needs, plan, resource, implement, and monitor emergency response in crisis-affected contexts.
  • E. Global Humanitarian Overview
    The Global Humanitarian Overview is the United Nations’ annual, system-wide assessment and funding appeal that outlines global humanitarian needs, response plans, and financial requirements for crises around the world.
  • F. None of above. chosen

Provenance (2 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_69e11e5445bc8190b6a9481926db3355 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f15cb01b3481908a9143503b75167f completed April 29, 2026, 1:19 a.m.
Created at: April 16, 2026, 8:49 p.m.