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.