Triple
T329549
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | United States Agency for International Development |
E6594
|
entity |
| Predicate | subsidiary |
P258
|
FINISHED |
| Object |
Bureau for Policy, Planning and Learning (USAID)
The Bureau for Policy, Planning and Learning (USAID) is a central USAID unit that shapes development policy, leads strategic planning, and promotes evidence-based learning to improve the effectiveness of U.S. foreign assistance.
|
E6594
|
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 Policy, Planning and Learning (USAID) | Statement: [United States Agency for International Development, subsidiary, Bureau for Policy, Planning and Learning (USAID)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bureau for Policy, Planning and Learning (USAID) Context triple: [United States Agency for International Development, subsidiary, Bureau for Policy, Planning and Learning (USAID)]
-
A.
Office of Policy Development and Research
The Office of Policy Development and Research is a research and policy analysis division within the U.S. federal government that studies housing and urban development issues to inform national housing policy and programs.
-
B.
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.
-
C.
Office of Policy and International Affairs
The Office of Policy and International Affairs is a division of the U.S. Copyright Office that develops copyright policy, advises on legislative and regulatory matters, and represents U.S. interests in international copyright negotiations and forums.
-
D.
Bureau of Political-Military Affairs
The Bureau of Political-Military Affairs is the U.S. State Department office that coordinates diplomacy and defense policy, including security assistance, arms transfers, and military cooperation with foreign partners.
-
E.
Office of Policy Coordination
The Office of Policy Coordination was a covert U.S. government organization during the early Cold War responsible for psychological warfare, propaganda, and other clandestine political operations abroad.
- 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 Policy, Planning and Learning (USAID) Triple: [United States Agency for International Development, subsidiary, Bureau for Policy, Planning and Learning (USAID)]
Generated description
The Bureau for Policy, Planning and Learning (USAID) is a central USAID unit that shapes development policy, leads strategic planning, and promotes evidence-based learning to improve the effectiveness of U.S. foreign assistance.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bureau for Policy, Planning and Learning (USAID) Target entity description: The Bureau for Policy, Planning and Learning (USAID) is a central USAID unit that shapes development policy, leads strategic planning, and promotes evidence-based learning to improve the effectiveness of U.S. foreign assistance.
-
A.
Office of Policy Development and Research
The Office of Policy Development and Research is a research and policy analysis division within the U.S. federal government that studies housing and urban development issues to inform national housing policy and programs.
-
B.
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.
-
C.
Office of Policy and International Affairs
The Office of Policy and International Affairs is a division of the U.S. Copyright Office that develops copyright policy, advises on legislative and regulatory matters, and represents U.S. interests in international copyright negotiations and forums.
-
D.
Bureau of Political-Military Affairs
The Bureau of Political-Military Affairs is the U.S. State Department office that coordinates diplomacy and defense policy, including security assistance, arms transfers, and military cooperation with foreign partners.
-
E.
Office of Policy Coordination
The Office of Policy Coordination was a covert U.S. government organization during the early Cold War responsible for psychological warfare, propaganda, and other clandestine political operations abroad.
- F. None of above.
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_69a3cfef5f4c8190a9c0e14a5a501237 |
completed | March 1, 2026, 5:34 a.m. |
| NEDg | Description generation | batch_69a3d068ea8c81908851444ca70a64b4 |
completed | March 1, 2026, 5:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a3d0eb96748190aa8c47736820387c |
completed | March 1, 2026, 5:38 a.m. |
Created at: Feb. 28, 2026, 1:08 p.m.