Triple
T9407346
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | LAC Bureau |
E226619
|
entity |
| Predicate | parentOrganization |
P254
|
FINISHED |
| Object | USAID |
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: USAID | Statement: [LAC Bureau, parentOrganization, USAID]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: USAID Context triple: [LAC Bureau, parentOrganization, USAID]
-
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.
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.
-
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_69ca843280488190bc65600e843ef9e6 |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd51c3fc988190ac34cc9e09f8ebfc |
completed | April 1, 2026, 5:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1102414e8819097a1bb58a3ded630 |
completed | April 4, 2026, 1:20 p.m. |
Created at: March 30, 2026, 7:47 p.m.