Triple

T20984619
Position Surface form Disambiguated ID Type / Status
Subject Apprenticeships, Skills, Children and Learning Act 2009 E516861 entity
Predicate relatedTo P37 FINISHED
Object Further Education and Training Act 2007
The Further Education and Training Act 2007 is a UK law that reformed the further education sector, strengthening regulation, governance, and the provision of post-16 education and training.
E1461675 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 Education and Training Act 2007 | Statement: [Apprenticeships, Skills, Children and Learning Act 2009, relatedTo, Further Education and Training Act 2007]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Further Education and Training Act 2007
Context triple: [Apprenticeships, Skills, Children and Learning Act 2009, relatedTo, Further Education and Training Act 2007]
  • A. Education and Skills Act 2008
    The Education and Skills Act 2008 is a UK law that raised the compulsory participation age in education or training and reformed the framework for young people’s learning and skills provision.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Apprenticeships, Skills, Children and Learning Act 2009
    The Apprenticeships, Skills, Children and Learning Act 2009 is a UK law that overhauled the vocational education and training system, including establishing the statutory framework for regulating qualifications and apprenticeships.
  • 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 Education and Training Act 2007
Triple: [Apprenticeships, Skills, Children and Learning Act 2009, relatedTo, Further Education and Training Act 2007]
Generated description
The Further Education and Training Act 2007 is a UK law that reformed the further education sector, strengthening regulation, governance, and the provision of post-16 education and training.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Further Education and Training Act 2007
Target entity description: The Further Education and Training Act 2007 is a UK law that reformed the further education sector, strengthening regulation, governance, and the provision of post-16 education and training.
  • A. Education and Skills Act 2008
    The Education and Skills Act 2008 is a UK law that raised the compulsory participation age in education or training and reformed the framework for young people’s learning and skills provision.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Apprenticeships, Skills, Children and Learning Act 2009
    The Apprenticeships, Skills, Children and Learning Act 2009 is a UK law that overhauled the vocational education and training system, including establishing the statutory framework for regulating qualifications and apprenticeships.
  • 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_6a093b4debcc8190bedc21f0d64e2441 completed May 17, 2026, 3:51 a.m.
NEDg Description generation batch_6a093e9f92648190a332008992868ec3 completed May 17, 2026, 4:05 a.m.
NED2 Entity disambiguation (via description) batch_6a093f2a17e881908f672e05d38054f8 completed May 17, 2026, 4:08 a.m.
Created at: April 16, 2026, 1:48 p.m.