Triple
T17156351
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Estyn |
E416351
|
entity |
| Predicate | legalBasis |
P125
|
FINISHED |
| Object |
School Inspections Act 1996 (as applied to Wales)
The School Inspections Act 1996 (as applied to Wales) is the primary legislation that sets out the statutory framework and powers for inspecting schools and other education providers in Wales.
|
E1252930
|
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: School Inspections Act 1996 (as applied to Wales) | Statement: [Estyn, legalBasis, School Inspections Act 1996 (as applied to Wales)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: School Inspections Act 1996 (as applied to Wales) Context triple: [Estyn, legalBasis, School Inspections Act 1996 (as applied to Wales)]
-
A.
Education and Inspections Act 2006
The Education and Inspections Act 2006 is a key UK law that reformed the school system by expanding school choice, strengthening school accountability and inspection, and setting out local authorities’ duties regarding education and children’s services.
-
B.
Welsh Intermediate Education Act 1889
The Welsh Intermediate Education Act 1889 was a landmark UK law that established a publicly funded system of intermediate (secondary) education in Wales, laying the groundwork for modern Welsh schooling and the eventual creation of the University of Wales.
-
C.
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.
-
D.
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.
-
E.
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.
- 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: School Inspections Act 1996 (as applied to Wales) Triple: [Estyn, legalBasis, School Inspections Act 1996 (as applied to Wales)]
Generated description
The School Inspections Act 1996 (as applied to Wales) is the primary legislation that sets out the statutory framework and powers for inspecting schools and other education providers in Wales.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: School Inspections Act 1996 (as applied to Wales) Target entity description: The School Inspections Act 1996 (as applied to Wales) is the primary legislation that sets out the statutory framework and powers for inspecting schools and other education providers in Wales.
-
A.
Education and Inspections Act 2006
The Education and Inspections Act 2006 is a key UK law that reformed the school system by expanding school choice, strengthening school accountability and inspection, and setting out local authorities’ duties regarding education and children’s services.
-
B.
Welsh Intermediate Education Act 1889
The Welsh Intermediate Education Act 1889 was a landmark UK law that established a publicly funded system of intermediate (secondary) education in Wales, laying the groundwork for modern Welsh schooling and the eventual creation of the University of Wales.
-
C.
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.
-
D.
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.
-
E.
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.
- 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_69d886d279c081909f8ff1f743ddeb69 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3f40b402881908b8c01d7b957d0d2 |
completed | April 18, 2026, 9:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a01415f3cd481908e96ca294cf3b247 |
completed | May 11, 2026, 2:39 a.m. |
| NEDg | Description generation | batch_6a01422c0f088190b162c7086bc93585 |
completed | May 11, 2026, 2:42 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0142f274ec819081eb15a3ea0e1b13 |
completed | May 11, 2026, 2:46 a.m. |
Created at: April 10, 2026, 5:37 a.m.