Triple
T2167857
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bureau for Humanitarian Assistance (USAID) |
E46951
|
entity |
| Predicate | abbreviation |
P43
|
FINISHED |
| Object | USAID BHA |
E46951
|
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 BHA | Statement: [Bureau for Humanitarian Assistance (USAID), abbreviation, USAID BHA]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: USAID BHA Context triple: [Bureau for Humanitarian Assistance (USAID), abbreviation, USAID BHA]
-
A.
Bureau for Humanitarian Assistance (USAID)
chosen
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.
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.
-
C.
Bureau for Asia (USAID)
The Bureau for Asia is the USAID division responsible for planning and managing U.S. foreign assistance and development programs across Asian countries.
-
D.
USAID regional bureaus
USAID regional bureaus are organizational divisions within the U.S. Agency for International Development responsible for planning, managing, and overseeing foreign assistance programs in specific geographic regions.
-
E.
Bureau for the Middle East (USAID)
The Bureau for the Middle East (USAID) is the regional arm of the U.S. Agency for International Development responsible for planning and overseeing American foreign assistance and development programs across Middle Eastern countries.
- 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_69a88a184cbc8190877791f6552c2484 |
completed | March 4, 2026, 7:38 p.m. |
| NER | Named-entity recognition | batch_69abbeac9d688190bfa68715e173771e |
completed | March 7, 2026, 5:59 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae58f26334819095202544d37e6850 |
completed | March 9, 2026, 5:21 a.m. |
Created at: March 4, 2026, 7:45 p.m.