Triple

T329544

Position	Surface form	Disambiguated ID	Type / Status
Subject	United States Agency for International Development	`E6594`	entity
Predicate	subsidiary	`P258`	FINISHED
Object	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.	`E46003`	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 Global Health (USAID) | Statement: [United States Agency for International Development, subsidiary, Bureau for Global Health (USAID)]

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

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

A. 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.
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. Center for Global Health
The Center for Global Health is a division of the U.S. National Cancer Institute that leads and coordinates international efforts to reduce the global burden of cancer through research, partnerships, and capacity-building.
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 Global Health (USAID)
Triple: [United States Agency for International Development, subsidiary, Bureau for Global Health (USAID)]

Generated description

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.

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

Target entity: Bureau for Global Health (USAID)
Target entity description: 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.

A. 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.
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. Center for Global Health
The Center for Global Health is a division of the U.S. National Cancer Institute that leads and coordinates international efforts to reduce the global burden of cancer through research, partnerships, and capacity-building.
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_69a3e85e0fd88190af472eb2563da5a6`	completed	March 1, 2026, 7:18 a.m.
NEDg	Description generation	`batch_69a3e8f7256c819088422d10ef54b20d`	completed	March 1, 2026, 7:21 a.m.
NED2	Entity disambiguation (via description)	`batch_69a3e949ff848190ae55965c08e9c1c5`	completed	March 1, 2026, 7:22 a.m.

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