Triple

T5345276
Position Surface form Disambiguated ID Type / Status
Subject Higher Education Funding Council for England E124038 entity
Predicate legalBasis P125 FINISHED
Object 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.
E513128 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: Further and Higher Education Act 1992 | Statement: [Higher Education Funding Council for England, legalBasis, Further and Higher Education Act 1992]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Further and Higher Education Act 1992
Context triple: [Higher Education Funding Council for England, legalBasis, Further and Higher Education Act 1992]
  • A. 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.
  • B. 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).
  • C. 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.
  • D. 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.
  • E. Higher Education Amendments of 1992
    The Higher Education Amendments of 1992 were a major U.S. federal law package that overhauled student financial aid programs, strengthened consumer protections for students, and increased accountability for colleges and universities.
  • 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: Further and Higher Education Act 1992
Triple: [Higher Education Funding Council for England, legalBasis, Further and Higher Education Act 1992]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Further and Higher Education Act 1992
Target entity description: 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.
  • A. 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.
  • B. 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).
  • C. 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.
  • D. 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.
  • E. Higher Education Amendments of 1992
    The Higher Education Amendments of 1992 were a major U.S. federal law package that overhauled student financial aid programs, strengthened consumer protections for students, and increased accountability for colleges and universities.
  • 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_69bd464be27081908807b40b75c1bbae completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd85ec46ac81908e45ffb1b7a71507 completed March 20, 2026, 5:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf21c95ed0819084a9cdcaf5148988 completed March 21, 2026, 10:55 p.m.
NEDg Description generation batch_69bf2236219c8190bd5c439ea13ea83a completed March 21, 2026, 10:56 p.m.
NED2 Entity disambiguation (via description) batch_69bf229a0ad88190b7edc02a98f5fe31 completed March 21, 2026, 10:58 p.m.
Created at: March 20, 2026, 2:01 p.m.