Triple
T329545
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | United States Agency for International Development |
E6594
|
entity |
| Predicate | subsidiary |
P258
|
FINISHED |
| Object |
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.
|
E46951
|
NE FINISHED |
How this triple was built (4 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: Bureau for Humanitarian Assistance (USAID) | Statement: [United States Agency for International Development, subsidiary, Bureau for Humanitarian Assistance (USAID)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bureau for Humanitarian Assistance (USAID) Context triple: [United States Agency for International Development, subsidiary, Bureau for Humanitarian Assistance (USAID)]
-
A.
United States Agency for International Development
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 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.
-
C.
Bureau for Africa (USAID)
The Bureau for Africa (USAID) is the division of the U.S. Agency for International Development responsible for planning and overseeing American development and humanitarian assistance programs across sub-Saharan Africa.
-
D.
Bureau for Europe and Eurasia (USAID)
The Bureau for Europe and Eurasia (USAID) is the division of the U.S. foreign assistance agency responsible for designing and managing development, democracy, and economic support programs across Europe and Eurasia.
-
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. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Bureau for Humanitarian Assistance (USAID) Triple: [United States Agency for International Development, subsidiary, Bureau for Humanitarian Assistance (USAID)]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bureau for Humanitarian Assistance (USAID) Target entity description: 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.
-
A.
United States Agency for International Development
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 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.
-
C.
Bureau for Africa (USAID)
The Bureau for Africa (USAID) is the division of the U.S. Agency for International Development responsible for planning and overseeing American development and humanitarian assistance programs across sub-Saharan Africa.
-
D.
Bureau for Europe and Eurasia (USAID)
The Bureau for Europe and Eurasia (USAID) is the division of the U.S. foreign assistance agency responsible for designing and managing development, democracy, and economic support programs across Europe and Eurasia.
-
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. chosen
Provenance (5 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_69a2e7933d6c8190bb2592ad13286ef2 |
completed | Feb. 28, 2026, 1:03 p.m. |
| NER | Named-entity recognition | batch_69a2eaaeb64881909c7ab9bca3378e2b |
completed | Feb. 28, 2026, 1:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3eca3d2f08190a0d4008cfb000f4f |
completed | March 1, 2026, 7:37 a.m. |
| NEDg | Description generation | batch_69a3ee6e5d688190bc4e5cee8014ca4d |
completed | March 1, 2026, 7:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a3ef1206148190a0cbc9ebfa943f06 |
completed | March 1, 2026, 7:47 a.m. |
Created at: Feb. 28, 2026, 1:08 p.m.