Triple

T329539

Position	Surface form	Disambiguated ID	Type / Status
Subject	United States Agency for International Development	`E6594`	entity
Predicate	subsidiary	`P258`	FINISHED
Object	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.	`E43342`	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 Africa (USAID) | Statement: [United States Agency for International Development, subsidiary, Bureau for Africa (USAID)]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Bureau for Africa (USAID)
Context triple: [United States Agency for International Development, subsidiary, Bureau for Africa (USAID)]

A. Bureau of African Affairs
The Bureau of African Affairs is the U.S. State Department division responsible for shaping and implementing American foreign policy and diplomatic relations with countries across the African continent.
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. The Africa Center
The Africa Center is a New York City institution dedicated to exploring and promoting contemporary African art, culture, and policy through exhibitions, programs, and public engagement.
D. Office of the Special Envoy for the Sahel
The Office of the Special Envoy for the Sahel is a U.S. diplomatic office focused on coordinating and advancing American policy and engagement in the Sahel region of Africa.
E. Bureau of International Organization Affairs
The Bureau of International Organization Affairs is a division of the U.S. Department of State responsible for managing U.S. participation and policy in the United Nations and other international organizations.
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 Africa (USAID)
Triple: [United States Agency for International Development, subsidiary, Bureau for Africa (USAID)]

Generated description

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.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Bureau for Africa (USAID)
Target entity description: 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.

A. Bureau of African Affairs
The Bureau of African Affairs is the U.S. State Department division responsible for shaping and implementing American foreign policy and diplomatic relations with countries across the African continent.
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. The Africa Center
The Africa Center is a New York City institution dedicated to exploring and promoting contemporary African art, culture, and policy through exhibitions, programs, and public engagement.
D. Office of the Special Envoy for the Sahel
The Office of the Special Envoy for the Sahel is a U.S. diplomatic office focused on coordinating and advancing American policy and engagement in the Sahel region of Africa.
E. Bureau of International Organization Affairs
The Bureau of International Organization Affairs is a division of the U.S. Department of State responsible for managing U.S. participation and policy in the United Nations and other international organizations.
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_69a3d4e23894819088b2d276cfb9d26d`	completed	March 1, 2026, 5:55 a.m.
NEDg	Description generation	`batch_69a3d5ac92648190a06cb00de270dc51`	completed	March 1, 2026, 5:59 a.m.
NED2	Entity disambiguation (via description)	`batch_69a3d64a8a4c8190b5547398d167393e`	completed	March 1, 2026, 6:01 a.m.

Created at: Feb. 28, 2026, 1:08 p.m.