Triple

T1050488

Position	Surface form	Disambiguated ID	Type / Status
Subject	Education and Skills Funding Agency	`E22686`	entity
Predicate	replaced	`P101`	FINISHED
Object	Skills Funding Agency The Skills Funding Agency was a UK government body responsible for funding and regulating adult further education and skills training in England.	`E22686`	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: Skills Funding Agency | Statement: [Education and Skills Funding Agency, replaced, Skills Funding Agency]

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

Target entity: Skills Funding Agency
Context triple: [Education and Skills Funding Agency, replaced, Skills Funding Agency]

A. Education and Skills Funding Agency
The Education and Skills Funding Agency is a UK government body responsible for funding education and training for children, young people, and adults, including schools, colleges, and apprenticeships.
B. Community Development Financial Institutions Fund
The Community Development Financial Institutions Fund is a U.S. government program that promotes economic revitalization and community development by providing financial and technical assistance to mission-driven lenders serving low-income and underserved communities.
C. SCORE mentoring program
The SCORE mentoring program is a U.S. volunteer-based initiative that provides free, confidential business mentoring and education to entrepreneurs and small business owners.
D. Professional Development Bureau
The Professional Development Bureau is a division of the Metropolitan Police Department of the District of Columbia responsible for training, education, and career development of its officers and staff.
E. Job Corps
Job Corps is a U.S. federal program that provides free education and vocational training to young people to help them gain employment and economic self-sufficiency.
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: Skills Funding Agency
Triple: [Education and Skills Funding Agency, replaced, Skills Funding Agency]

Generated description

The Skills Funding Agency was a UK government body responsible for funding and regulating adult further education and skills training in England.

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

Target entity: Skills Funding Agency
Target entity description: The Skills Funding Agency was a UK government body responsible for funding and regulating adult further education and skills training in England.

A. Education and Skills Funding Agency chosen
The Education and Skills Funding Agency is a UK government body responsible for funding education and training for children, young people, and adults, including schools, colleges, and apprenticeships.
B. Community Development Financial Institutions Fund
The Community Development Financial Institutions Fund is a U.S. government program that promotes economic revitalization and community development by providing financial and technical assistance to mission-driven lenders serving low-income and underserved communities.
C. SCORE mentoring program
The SCORE mentoring program is a U.S. volunteer-based initiative that provides free, confidential business mentoring and education to entrepreneurs and small business owners.
D. Professional Development Bureau
The Professional Development Bureau is a division of the Metropolitan Police Department of the District of Columbia responsible for training, education, and career development of its officers and staff.
E. Job Corps
Job Corps is a U.S. federal program that provides free education and vocational training to young people to help them gain employment and economic self-sufficiency.
F. None of above.

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_69a493da02e081908c13ff5e02a0fe7a`	completed	March 1, 2026, 7:30 p.m.
NER	Named-entity recognition	`batch_69a4b8b40d50819091cb37a2236e82ee`	completed	March 1, 2026, 10:07 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69ac3bcd3a4481908f7d9f13e3697fa9`	completed	March 7, 2026, 2:53 p.m.
NEDg	Description generation	`batch_69ac3c43baec819086ab5fce7f5b1137`	completed	March 7, 2026, 2:54 p.m.
NED2	Entity disambiguation (via description)	`batch_69ac3c9cc1ec819087df1f4c4efc5646`	completed	March 7, 2026, 2:56 p.m.

Created at: March 1, 2026, 7:42 p.m.