Triple

T12800911

Position	Surface form	Disambiguated ID	Type / Status
Subject	Foreign Agricultural Service	`E306013`	entity
Predicate	hasPart	`P35`	FINISHED
Object	Office of Capacity Building and Development The Office of Capacity Building and Development is a division of the U.S. Department of Agriculture’s Foreign Agricultural Service that supports global agricultural development through technical assistance, training, and institutional capacity-building programs.	`E1002921`	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: Office of Capacity Building and Development | Statement: [Foreign Agricultural Service, hasPart, Office of Capacity Building and Development]

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

Target entity: Office of Capacity Building and Development
Context triple: [Foreign Agricultural Service, hasPart, Office of Capacity Building and Development]

A. Office of Regional Peace and Security
The Office of Regional Peace and Security is a division within the U.S. Department of State focused on promoting stability, conflict resolution, and security cooperation across African regions.
B. Office of International Finance and Development
The Office of International Finance and Development is a U.S. State Department office that helps shape and coordinate U.S. international economic, financial, and development policy.
C. International Cooperation Bureau
The International Cooperation Bureau is a division of Japan's Ministry of Foreign Affairs responsible for planning and coordinating the country’s official development assistance and international cooperation policies.
D. Financing for Development Office
The Financing for Development Office is a United Nations body that supports global efforts to mobilize and coordinate financial resources for sustainable development and the implementation of international development agendas.
E. Office of Regional and Multilateral Affairs
The Office of Regional and Multilateral Affairs is a division within the U.S. Department of State that handles regional policy coordination and engagement with multilateral organizations for Near Eastern affairs.
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: Office of Capacity Building and Development
Triple: [Foreign Agricultural Service, hasPart, Office of Capacity Building and Development]

Generated description

The Office of Capacity Building and Development is a division of the U.S. Department of Agriculture’s Foreign Agricultural Service that supports global agricultural development through technical assistance, training, and institutional capacity-building programs.

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

Target entity: Office of Capacity Building and Development
Target entity description: The Office of Capacity Building and Development is a division of the U.S. Department of Agriculture’s Foreign Agricultural Service that supports global agricultural development through technical assistance, training, and institutional capacity-building programs.

A. Office of Regional Peace and Security
The Office of Regional Peace and Security is a division within the U.S. Department of State focused on promoting stability, conflict resolution, and security cooperation across African regions.
B. Office of International Finance and Development
The Office of International Finance and Development is a U.S. State Department office that helps shape and coordinate U.S. international economic, financial, and development policy.
C. International Cooperation Bureau
The International Cooperation Bureau is a division of Japan's Ministry of Foreign Affairs responsible for planning and coordinating the country’s official development assistance and international cooperation policies.
D. Financing for Development Office
The Financing for Development Office is a United Nations body that supports global efforts to mobilize and coordinate financial resources for sustainable development and the implementation of international development agendas.
E. Office of Regional and Multilateral Affairs
The Office of Regional and Multilateral Affairs is a division within the U.S. Department of State that handles regional policy coordination and engagement with multilateral organizations for Near Eastern affairs.
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_69d7bdf366888190a8cccb982606889c`	completed	April 9, 2026, 2:55 p.m.
NER	Named-entity recognition	`batch_69d96e7d3f5c8190bf01bef5d263ca26`	completed	April 10, 2026, 9:41 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f6850f9ae4819094599b48d8d3a074`	completed	May 2, 2026, 11:13 p.m.
NEDg	Description generation	`batch_69f685dd1a88819096e40711f10d898a`	completed	May 2, 2026, 11:16 p.m.
NED2	Entity disambiguation (via description)	`batch_69f68884ed348190a1b2c89b1d655fa9`	completed	May 2, 2026, 11:28 p.m.

Created at: April 9, 2026, 5:30 p.m.