Triple

T329542

Position	Surface form	Disambiguated ID	Type / Status
Subject	United States Agency for International Development	`E6594`	entity
Predicate	subsidiary	`P258`	FINISHED
Object	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.	`E45355`	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 the Middle East (USAID) | Statement: [United States Agency for International Development, subsidiary, Bureau for the Middle East (USAID)]

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

Target entity: Bureau for the Middle East (USAID)
Context triple: [United States Agency for International Development, subsidiary, Bureau for the Middle East (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. Bureau of Near Eastern Affairs
The Bureau of Near Eastern Affairs is the U.S. State Department division responsible for managing American foreign policy and diplomatic relations in the Middle East and North Africa.
C. Bureau for Latin America and the Caribbean (USAID)
The Bureau for Latin America and the Caribbean (USAID) is the regional arm of USAID responsible for designing and overseeing U.S. foreign assistance and development programs across Latin American and Caribbean countries.
D. 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.
E. 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.
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 the Middle East (USAID)
Triple: [United States Agency for International Development, subsidiary, Bureau for the Middle East (USAID)]

Generated description

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.

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

Target entity: Bureau for the Middle East (USAID)
Target entity description: 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.

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. Bureau of Near Eastern Affairs
The Bureau of Near Eastern Affairs is the U.S. State Department division responsible for managing American foreign policy and diplomatic relations in the Middle East and North Africa.
C. Bureau for Latin America and the Caribbean (USAID)
The Bureau for Latin America and the Caribbean (USAID) is the regional arm of USAID responsible for designing and overseeing U.S. foreign assistance and development programs across Latin American and Caribbean countries.
D. 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.
E. 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.
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_69a3e0139e108190b2978216a4bc0a3e`	completed	March 1, 2026, 6:43 a.m.
NEDg	Description generation	`batch_69a3e1120c1481908c55b2390f322c53`	completed	March 1, 2026, 6:47 a.m.
NED2	Entity disambiguation (via description)	`batch_69a3e1e50c548190b65e9e7ef76e1dcd`	completed	March 1, 2026, 6:51 a.m.

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