Triple
T5403162
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Education Act 2002 |
E120827
|
entity |
| Predicate | amends |
P1121
|
FINISHED |
| Object |
Teaching and Higher Education Act 1998
The Teaching and Higher Education Act 1998 is a key UK law that reformed higher education funding and student support, including the introduction of tuition fees and income-contingent student loans.
|
E516864
|
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: Teaching and Higher Education Act 1998 | Statement: [Education Act 2002, amends, Teaching and Higher Education Act 1998]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Teaching and Higher Education Act 1998 Context triple: [Education Act 2002, amends, Teaching and Higher Education Act 1998]
-
A.
Further and Higher Education Act 1992
The Further and Higher Education Act 1992 is a key UK statute that restructured post-16 education, creating a unified framework for further and higher education institutions and establishing new funding and regulatory bodies.
-
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.
Higher Education and Research Act 2017
The Higher Education and Research Act 2017 is a UK law that reformed the regulation of universities and research funding, including creating the unified research body UK Research and Innovation (UKRI).
-
D.
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.
-
E.
Education and Training Act 2020
The Education and Training Act 2020 is New Zealand’s primary education law that consolidates and modernises the legal framework governing early childhood, primary, secondary, and tertiary 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: Teaching and Higher Education Act 1998 Triple: [Education Act 2002, amends, Teaching and Higher Education Act 1998]
Generated description
The Teaching and Higher Education Act 1998 is a key UK law that reformed higher education funding and student support, including the introduction of tuition fees and income-contingent student loans.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Teaching and Higher Education Act 1998 Target entity description: The Teaching and Higher Education Act 1998 is a key UK law that reformed higher education funding and student support, including the introduction of tuition fees and income-contingent student loans.
-
A.
Further and Higher Education Act 1992
The Further and Higher Education Act 1992 is a key UK statute that restructured post-16 education, creating a unified framework for further and higher education institutions and establishing new funding and regulatory bodies.
-
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.
Higher Education and Research Act 2017
The Higher Education and Research Act 2017 is a UK law that reformed the regulation of universities and research funding, including creating the unified research body UK Research and Innovation (UKRI).
-
D.
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.
-
E.
Education and Training Act 2020
The Education and Training Act 2020 is New Zealand’s primary education law that consolidates and modernises the legal framework governing early childhood, primary, secondary, and tertiary 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_69bd46391c0c81909fa484446732b6a3 |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd87731c1c81909a4dc865282bd289 |
completed | March 20, 2026, 5:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf3388c10481908235da34ef509d37 |
completed | March 22, 2026, 12:10 a.m. |
| NEDg | Description generation | batch_69bf341c35088190ae60de75d289ce3c |
completed | March 22, 2026, 12:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf34c52d108190ab3d1c287e745976 |
completed | March 22, 2026, 12:16 a.m. |
Created at: March 20, 2026, 2:04 p.m.