Triple

T939196

Position	Surface form	Disambiguated ID	Type / Status
Subject	Auswärtiges Amt	`E20264`	entity
Predicate	hasSubOrganization	`P747`	FINISHED
Object	Economic and Sustainable Development Directorate The Economic and Sustainable Development Directorate is a division of Germany’s Federal Foreign Office responsible for shaping and coordinating the country’s foreign policy on global economic issues and sustainable development.	`E111775`	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: Economic and Sustainable Development Directorate | Statement: [Auswärtiges Amt, hasSubOrganization, Economic and Sustainable Development Directorate]

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

Target entity: Economic and Sustainable Development Directorate
Context triple: [Auswärtiges Amt, hasSubOrganization, Economic and Sustainable Development Directorate]

A. Office of Economic and Development Affairs
The Office of Economic and Development Affairs is a U.S. State Department office that leads engagement on economic, development, and related policy issues within international organizations and multilateral forums.
B. Directorate of Resources
The Directorate of Resources is a key administrative body within the British Army responsible for managing and overseeing the allocation of financial, material, and logistical resources.
C. Office of Economic and Regional Affairs
The Office of Economic and Regional Affairs is a unit within the U.S. Department of State’s Bureau of African Affairs that focuses on economic policy, trade, and regional integration issues affecting African countries.
D. Economic Development Administration
The Economic Development Administration is a U.S. federal agency that provides grants and technical assistance to support economic growth, job creation, and regional development in distressed communities.
E. Directorate-General for Economic and Financial Affairs
The Directorate-General for Economic and Financial Affairs is the European Commission department responsible for EU economic policy, fiscal surveillance, and financial stability.
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: Economic and Sustainable Development Directorate
Triple: [Auswärtiges Amt, hasSubOrganization, Economic and Sustainable Development Directorate]

Generated description

The Economic and Sustainable Development Directorate is a division of Germany’s Federal Foreign Office responsible for shaping and coordinating the country’s foreign policy on global economic issues and sustainable development.

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

Target entity: Economic and Sustainable Development Directorate
Target entity description: The Economic and Sustainable Development Directorate is a division of Germany’s Federal Foreign Office responsible for shaping and coordinating the country’s foreign policy on global economic issues and sustainable development.

A. Office of Economic and Development Affairs
The Office of Economic and Development Affairs is a U.S. State Department office that leads engagement on economic, development, and related policy issues within international organizations and multilateral forums.
B. Directorate of Resources
The Directorate of Resources is a key administrative body within the British Army responsible for managing and overseeing the allocation of financial, material, and logistical resources.
C. Office of Economic and Regional Affairs
The Office of Economic and Regional Affairs is a unit within the U.S. Department of State’s Bureau of African Affairs that focuses on economic policy, trade, and regional integration issues affecting African countries.
D. Economic Development Administration
The Economic Development Administration is a U.S. federal agency that provides grants and technical assistance to support economic growth, job creation, and regional development in distressed communities.
E. Directorate-General for Economic and Financial Affairs
The Directorate-General for Economic and Financial Affairs is the European Commission department responsible for EU economic policy, fiscal surveillance, and financial stability.
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_69a493b0270c81909e6c9ce310f6aa55`	completed	March 1, 2026, 7:29 p.m.
NER	Named-entity recognition	`batch_69a4b38a3ad4819080d71849e822a12a`	completed	March 1, 2026, 9:45 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69a826e0dd188190bf5776a6e4525fdd`	completed	March 4, 2026, 12:34 p.m.
NEDg	Description generation	`batch_69a885e7a3e08190b3f04f9aa327f65f`	completed	March 4, 2026, 7:20 p.m.
NED2	Entity disambiguation (via description)	`batch_69a8870c6c6881909bc24ea5240f4697`	completed	March 4, 2026, 7:25 p.m.

Created at: March 1, 2026, 7:40 p.m.