Triple

T1895951
Position Surface form Disambiguated ID Type / Status
Subject Administrator of the United States Agency for International Development E41982 entity
Predicate oversees P46 FINISHED
Object USAID regional bureaus
USAID regional bureaus are organizational divisions within the U.S. Agency for International Development responsible for planning, managing, and overseeing foreign assistance programs in specific geographic regions.
E211590 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: USAID regional bureaus | Statement: [Administrator of the United States Agency for International Development, oversees, USAID regional bureaus]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: USAID regional bureaus
Context triple: [Administrator of the United States Agency for International Development, oversees, USAID regional bureaus]
  • A. Bureau for Europe and Eurasia (USAID)
    The Bureau for Europe and Eurasia (USAID) is the division of the U.S. foreign assistance agency responsible for designing and managing development, democracy, and economic support programs across Europe and Eurasia.
  • B. 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.
  • C. 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.
  • D. Office of Inspector General of USAID
    The Office of Inspector General of USAID is an independent oversight body that conducts audits, investigations, and evaluations to prevent fraud, waste, and abuse in the programs and operations of the U.S. Agency for International Development.
  • E. Bureau for Latin America and the Caribbean (USAID)
    The Bureau for Latin America and the Caribbean (USAID) is the regional arm of USAID responsible for designing and overseeing U.S. foreign assistance and development programs across Latin American and Caribbean 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: USAID regional bureaus
Triple: [Administrator of the United States Agency for International Development, oversees, USAID regional bureaus]
Generated description
USAID regional bureaus are organizational divisions within the U.S. Agency for International Development responsible for planning, managing, and overseeing foreign assistance programs in specific geographic regions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: USAID regional bureaus
Target entity description: USAID regional bureaus are organizational divisions within the U.S. Agency for International Development responsible for planning, managing, and overseeing foreign assistance programs in specific geographic regions.
  • A. Bureau for Europe and Eurasia (USAID)
    The Bureau for Europe and Eurasia (USAID) is the division of the U.S. foreign assistance agency responsible for designing and managing development, democracy, and economic support programs across Europe and Eurasia.
  • B. 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.
  • C. 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.
  • D. Office of Inspector General of USAID
    The Office of Inspector General of USAID is an independent oversight body that conducts audits, investigations, and evaluations to prevent fraud, waste, and abuse in the programs and operations of the U.S. Agency for International Development.
  • E. Bureau for Latin America and the Caribbean (USAID)
    The Bureau for Latin America and the Caribbean (USAID) is the regional arm of USAID responsible for designing and overseeing U.S. foreign assistance and development programs across Latin American and Caribbean 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_69a8864b6de0819098d089f6a1b910a7 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb16d6674819084a891e3bf23bd83 completed March 7, 2026, 5:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69adeaebd5ec8190897619628f7b821d completed March 8, 2026, 9:32 p.m.
NEDg Description generation batch_69adeb6f7f208190af892c3c25961438 completed March 8, 2026, 9:34 p.m.
NED2 Entity disambiguation (via description) batch_69adec28f9188190a58e1a9d792943f6 completed March 8, 2026, 9:37 p.m.
Created at: March 4, 2026, 7:35 p.m.