Triple

T329550
Position Surface form Disambiguated ID Type / Status
Subject United States Agency for International Development E6594 entity
Predicate subsidiary P258 FINISHED
Object 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.
E48199 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: Office of Inspector General of USAID | Statement: [United States Agency for International Development, subsidiary, Office of Inspector General of USAID]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Office of Inspector General of USAID
Context triple: [United States Agency for International Development, subsidiary, Office of Inspector General of 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. United States Agency for International Development
    The United States Agency for International Development (USAID) is the primary U.S. government agency responsible for administering civilian foreign aid and development assistance worldwide.
  • C. 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.
  • D. Office of the Inspector General
    The Office of the Inspector General is an independent oversight office within the U.S. Department of Health and Human Services responsible for preventing and detecting fraud, waste, and abuse in the department’s programs and operations.
  • E. Office of Inspector General
    The Office of Inspector General is an independent oversight body within the U.S. Department of Transportation that conducts audits and investigations to prevent waste, fraud, and abuse and to promote efficiency and integrity in the department’s programs and operations.
  • 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: Office of Inspector General of USAID
Triple: [United States Agency for International Development, subsidiary, Office of Inspector General of USAID]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Office of Inspector General of USAID
Target entity description: 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.
  • 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. United States Agency for International Development
    The United States Agency for International Development (USAID) is the primary U.S. government agency responsible for administering civilian foreign aid and development assistance worldwide.
  • C. 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.
  • D. Office of the Inspector General
    The Office of the Inspector General is an independent oversight office within the U.S. Department of Health and Human Services responsible for preventing and detecting fraud, waste, and abuse in the department’s programs and operations.
  • E. Office of Inspector General
    The Office of Inspector General is an independent oversight body within the U.S. Department of Transportation that conducts audits and investigations to prevent waste, fraud, and abuse and to promote efficiency and integrity in the department’s programs and operations.
  • 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_69a3faf81e108190b85040e8de93bfcb completed March 1, 2026, 8:38 a.m.
NEDg Description generation batch_69a3fbc934008190b9af541771703b8c completed March 1, 2026, 8:41 a.m.
NED2 Entity disambiguation (via description) batch_69a3fc1676ec819099738ad3007452bc completed March 1, 2026, 8:43 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.