Triple

T20841950
Position Surface form Disambiguated ID Type / Status
Subject Gordon Brown government E513122 entity
Predicate introducedLegislation P14522 FINISHED
Object Apprenticeships, Skills, Children and Learning Act 2009 — NE NERFINISHED

How this triple was built (2 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: Apprenticeships, Skills, Children and Learning Act 2009 | Statement: [Gordon Brown government, introducedLegislation, Apprenticeships, Skills, Children and Learning Act 2009]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Apprenticeships, Skills, Children and Learning Act 2009
Context triple: [Gordon Brown government, introducedLegislation, Apprenticeships, Skills, Children and Learning Act 2009]
  • A. Apprenticeships, Skills, Children and Learning Act 2009 chosen
    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.
  • 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. Industry Training and Apprenticeships Act 1992
    The Industry Training and Apprenticeships Act 1992 was a New Zealand law that established the framework for industry-based vocational education and apprenticeship training prior to its replacement by the Education and Training Act 2020.
  • 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 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.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (2 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_69e0b4f4898081908209e58edb8f9c45 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c34be7a081909c9e98e7f7af7fde completed April 21, 2026, 12:22 a.m.
Created at: April 16, 2026, 12:43 p.m.