Triple

T7050897

Position	Surface form	Disambiguated ID	Type / Status
Subject	Ofsted	`E163760`	entity
Predicate	legalBasis	`P125`	FINISHED
Object	Education (Schools) Act 1992 The Education (Schools) Act 1992 is a UK law that reformed school inspection and accountability, most notably by establishing the framework under which Ofsted operates.	`E638868`	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: Education (Schools) Act 1992 | Statement: [Ofsted, legalBasis, Education (Schools) Act 1992]

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

Target entity: Education (Schools) Act 1992
Context triple: [Ofsted, legalBasis, Education (Schools) Act 1992]

A. Education Act 1996
The Education Act 1996 is a key piece of UK legislation that consolidates and sets out the legal framework for primary and secondary education in England and Wales, including school organization, special educational needs, and local authority duties.
B. Education Act 2002
The Education Act 2002 is a key piece of UK legislation that reformed the school system in England and Wales, setting out the legal framework for school standards, governance, curriculum, and teacher regulation.
C. Education Reform Act 1988
The Education Reform Act 1988 was a landmark UK law that overhauled the school system in England and Wales, introducing greater central control, standardized testing, and market-oriented policies such as local management of schools and open enrolment.
D. School Standards and Framework Act 1998
The School Standards and Framework Act 1998 is a key piece of UK education legislation that restructured the school system in England and Wales, introducing measures on school organisation, admissions, and standards.
E. Education Act 2011
The Education Act 2011 is a major UK law that reformed the school system, including academies, teacher regulation, discipline, and qualifications, to increase autonomy and accountability in education.
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: Education (Schools) Act 1992
Triple: [Ofsted, legalBasis, Education (Schools) Act 1992]

Generated description

The Education (Schools) Act 1992 is a UK law that reformed school inspection and accountability, most notably by establishing the framework under which Ofsted operates.

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

Target entity: Education (Schools) Act 1992
Target entity description: The Education (Schools) Act 1992 is a UK law that reformed school inspection and accountability, most notably by establishing the framework under which Ofsted operates.

A. Education Act 1996
The Education Act 1996 is a key piece of UK legislation that consolidates and sets out the legal framework for primary and secondary education in England and Wales, including school organization, special educational needs, and local authority duties.
B. Education Act 2002
The Education Act 2002 is a key piece of UK legislation that reformed the school system in England and Wales, setting out the legal framework for school standards, governance, curriculum, and teacher regulation.
C. Education Reform Act 1988
The Education Reform Act 1988 was a landmark UK law that overhauled the school system in England and Wales, introducing greater central control, standardized testing, and market-oriented policies such as local management of schools and open enrolment.
D. School Standards and Framework Act 1998
The School Standards and Framework Act 1998 is a key piece of UK education legislation that restructured the school system in England and Wales, introducing measures on school organisation, admissions, and standards.
E. Education Act 2011
The Education Act 2011 is a major UK law that reformed the school system, including academies, teacher regulation, discipline, and qualifications, to increase autonomy and accountability in education.
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_69c6885f598c8190b6b6495c59d8d962`	completed	March 27, 2026, 1:38 p.m.
NER	Named-entity recognition	`batch_69c6e24e7e20819099dc8f7fa37c4491`	completed	March 27, 2026, 8:02 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c78891bc5081909db384a35b45df4a`	completed	March 28, 2026, 7:51 a.m.
NEDg	Description generation	`batch_69c7893f85588190b1ed983f00ea2532`	completed	March 28, 2026, 7:54 a.m.
NED2	Entity disambiguation (via description)	`batch_69c78b0fe83481909cad77ce740b81d5`	completed	March 28, 2026, 8:02 a.m.

Created at: March 27, 2026, 2:37 p.m.