Triple

T350689
Position Surface form Disambiguated ID Type / Status
Subject Ann Dunham E7435 entity
Predicate employer P7 FINISHED
Object United States Agency for International Development E6594 NE FINISHED

How this triple was built (2 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: United States Agency for International Development | Statement: [Ann Dunham, employer, United States Agency for International Development]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: United States Agency for International Development
Context triple: [Ann Dunham, employer, United States 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. 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.
  • D. 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.
  • E. 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.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69a2e7e696948190bebc966535995e45 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2eb1f028c819098fa6480b4ca5cf0 completed Feb. 28, 2026, 1:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4034be57081908209a54a641a09f3 completed March 1, 2026, 9:13 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.