Triple

T20984747

Position	Surface form	Disambiguated ID	Type / Status
Subject	Teaching and Higher Education Act 1998	`E516864`	entity
Predicate	established	`P41`	FINISHED
Object	General Teaching Council for Wales The General Teaching Council for Wales is the professional regulatory body responsible for setting standards, maintaining a register, and overseeing the conduct and development of teachers in Wales.	`E1461083`	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: General Teaching Council for Wales | Statement: [Teaching and Higher Education Act 1998, established, General Teaching Council for Wales]

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

Target entity: General Teaching Council for Wales
Context triple: [Teaching and Higher Education Act 1998, established, General Teaching Council for Wales]

A. Welsh Joint Education Committee
The Welsh Joint Education Committee (WJEC) is an examination board and educational charity in the United Kingdom that provides qualifications, assessments, and educational resources, particularly in Wales.
B. General Teaching Council for Scotland
The General Teaching Council for Scotland is the independent professional body responsible for regulating the teaching profession and maintaining teaching standards in Scotland.
C. Urdd Gobaith Cymru
Urdd Gobaith Cymru is a Welsh youth organization that promotes the Welsh language and culture through social, educational, and sporting activities for young people.
D. Further Education Funding Council for Wales
The Further Education Funding Council for Wales was a public body responsible for planning and funding further education and related training in Wales.
E. Higher Education Funding Council for Wales
The Higher Education Funding Council for Wales was a public body responsible for distributing government funds and overseeing quality and regulation in Welsh higher education institutions.
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: General Teaching Council for Wales
Triple: [Teaching and Higher Education Act 1998, established, General Teaching Council for Wales]

Generated description

The General Teaching Council for Wales is the professional regulatory body responsible for setting standards, maintaining a register, and overseeing the conduct and development of teachers in Wales.

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

Target entity: General Teaching Council for Wales
Target entity description: The General Teaching Council for Wales is the professional regulatory body responsible for setting standards, maintaining a register, and overseeing the conduct and development of teachers in Wales.

A. Welsh Joint Education Committee
The Welsh Joint Education Committee (WJEC) is an examination board and educational charity in the United Kingdom that provides qualifications, assessments, and educational resources, particularly in Wales.
B. General Teaching Council for Scotland
The General Teaching Council for Scotland is the independent professional body responsible for regulating the teaching profession and maintaining teaching standards in Scotland.
C. Urdd Gobaith Cymru
Urdd Gobaith Cymru is a Welsh youth organization that promotes the Welsh language and culture through social, educational, and sporting activities for young people.
D. Further Education Funding Council for Wales
The Further Education Funding Council for Wales was a public body responsible for planning and funding further education and related training in Wales.
E. Higher Education Funding Council for Wales
The Higher Education Funding Council for Wales was a public body responsible for distributing government funds and overseeing quality and regulation in Welsh higher education institutions.
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_69e0b4ffac148190bbade9f0eceb660b`	completed	April 16, 2026, 10:07 a.m.
NER	Named-entity recognition	`batch_69e6fbe218748190a987b9f922d9be1b`	completed	April 21, 2026, 4:24 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a092fc54dd88190b96b644092778cb1`	completed	May 17, 2026, 3:02 a.m.
NEDg	Description generation	`batch_6a09317be0088190b72bcfbf6e5962d1`	completed	May 17, 2026, 3:09 a.m.
NED2	Entity disambiguation (via description)	`batch_6a093222759481908f57d0f62b919578`	completed	May 17, 2026, 3:12 a.m.

Created at: April 16, 2026, 1:48 p.m.