Triple

T329548
Position Surface form Disambiguated ID Type / Status
Subject United States Agency for International Development E6594 entity
Predicate subsidiary P258 FINISHED
Object Bureau for Management (USAID)
The Bureau for Management (USAID) is the internal support and operations arm of USAID, overseeing areas such as budgeting, human resources, information technology, procurement, and overall agency management.
E47668 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: Bureau for Management (USAID) | Statement: [United States Agency for International Development, subsidiary, Bureau for Management (USAID)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bureau for Management (USAID)
Context triple: [United States Agency for International Development, subsidiary, Bureau for Management (USAID)]
  • A. Bureau for Humanitarian Assistance (USAID)
    The Bureau for Humanitarian Assistance (USAID) is the U.S. government’s lead office for international disaster response and humanitarian aid, providing emergency relief and supporting resilience in crisis-affected communities worldwide.
  • B. Bureau for Africa (USAID)
    The Bureau for Africa (USAID) is the division of the U.S. Agency for International Development responsible for planning and overseeing American development and humanitarian assistance programs across sub-Saharan Africa.
  • C. Bureau for the Middle East (USAID)
    The Bureau for the Middle East (USAID) is the regional arm of the U.S. Agency for International Development responsible for planning and overseeing American foreign assistance and development programs across Middle Eastern countries.
  • D. Bureau for Global Health (USAID)
    The Bureau for Global Health is the division of USAID responsible for leading and coordinating U.S. government efforts to improve health outcomes worldwide through programs in areas such as maternal and child health, infectious diseases, and health systems strengthening.
  • E. Bureau for Asia (USAID)
    The Bureau for Asia is the USAID division responsible for planning and managing U.S. foreign assistance and development programs across Asian countries.
  • 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: Bureau for Management (USAID)
Triple: [United States Agency for International Development, subsidiary, Bureau for Management (USAID)]
Generated description
The Bureau for Management (USAID) is the internal support and operations arm of USAID, overseeing areas such as budgeting, human resources, information technology, procurement, and overall agency management.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bureau for Management (USAID)
Target entity description: The Bureau for Management (USAID) is the internal support and operations arm of USAID, overseeing areas such as budgeting, human resources, information technology, procurement, and overall agency management.
  • A. Bureau for Humanitarian Assistance (USAID)
    The Bureau for Humanitarian Assistance (USAID) is the U.S. government’s lead office for international disaster response and humanitarian aid, providing emergency relief and supporting resilience in crisis-affected communities worldwide.
  • B. Bureau for Africa (USAID)
    The Bureau for Africa (USAID) is the division of the U.S. Agency for International Development responsible for planning and overseeing American development and humanitarian assistance programs across sub-Saharan Africa.
  • C. Bureau for the Middle East (USAID)
    The Bureau for the Middle East (USAID) is the regional arm of the U.S. Agency for International Development responsible for planning and overseeing American foreign assistance and development programs across Middle Eastern countries.
  • D. Bureau for Global Health (USAID)
    The Bureau for Global Health is the division of USAID responsible for leading and coordinating U.S. government efforts to improve health outcomes worldwide through programs in areas such as maternal and child health, infectious diseases, and health systems strengthening.
  • E. Bureau for Asia (USAID)
    The Bureau for Asia is the USAID division responsible for planning and managing U.S. foreign assistance and development programs across Asian countries.
  • 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_69a2e7933d6c8190bb2592ad13286ef2 completed Feb. 28, 2026, 1:03 p.m.
NER Named-entity recognition batch_69a2eaaeb64881909c7ab9bca3378e2b completed Feb. 28, 2026, 1:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3f4d55d70819099ae6f963e3ed5a0 completed March 1, 2026, 8:12 a.m.
NEDg Description generation batch_69a3f6292ff48190a0b8b6866951ed9a completed March 1, 2026, 8:17 a.m.
NED2 Entity disambiguation (via description) batch_69a3f68dabdc81908719b51503df370b completed March 1, 2026, 8:19 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.