Triple

T8765741
Position Surface form Disambiguated ID Type / Status
Subject President’s Emergency Plan for AIDS Relief E208334 entity
Predicate worksWithAgency P31845 FINISHED
Object U.S. Agency for International Development E6594 NE FINISHED

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: U.S. Agency for International Development | Statement: [President’s Emergency Plan for AIDS Relief, worksWithAgency, U.S. Agency for International Development]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Agency for International Development
Context triple: [President’s Emergency Plan for AIDS Relief, worksWithAgency, U.S. Agency for International Development]
  • A. United States Agency for International Development chosen
    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.
  • B. 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.
  • C. Millennium Challenge Corporation
    The Millennium Challenge Corporation is a U.S. foreign aid agency that provides large-scale, grant-based development assistance to low- and lower-middle-income countries to promote economic growth and reduce poverty.
  • 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. International Fund for Agricultural Development
    The International Fund for Agricultural Development (IFAD) is a specialized United Nations agency and international financial institution that provides loans and grants to reduce rural poverty and improve food security in developing countries.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: worksWithAgency
Context triple: [President’s Emergency Plan for AIDS Relief, worksWithAgency, U.S. Agency for International Development]
  • A. worksWith
    Indicates that two entities collaborate or perform tasks together in a shared work-related context.
  • B. partnerAgency chosen
    Indicates a formal collaborative relationship in which one agency acts as a partner to another agency.
  • C. servesAgency
    Indicates that one entity performs services or functions on behalf of, or under the authority of, an agency.
  • D. workedAs
    Indicates that an entity held a particular job, role, or position, performing work in that capacity.
  • E. laterWorksAt
    Indicates that an entity begins working at a place or organization at a time later than another referenced time or employment situation.
  • F. None of above.

Provenance (4 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_69ca835df7e08190ac875664cca8f9ca completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5ee97fd0819087ef8fe14b37ae43 completed March 31, 2026, 11:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf6f1bf97c8190a158a38bd2babb83 completed April 3, 2026, 7:41 a.m.
PD Predicate disambiguation batch_69cc5c1884bc8190a46e8308db31f7ab completed March 31, 2026, 11:43 p.m.
Created at: March 30, 2026, 6:40 p.m.