Triple

T5403160
Position Surface form Disambiguated ID Type / Status
Subject Education Act 2002 E120827 entity
Predicate amends P1121 FINISHED
Object 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.
E516862 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: Education Act 1996 | Statement: [Education Act 2002, amends, Education Act 1996]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Education Act 1996
Context triple: [Education Act 2002, amends, Education Act 1996]
  • 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. 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.
  • C. 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.
  • D. Education Sciences Reform Act of 2002
    The Education Sciences Reform Act of 2002 is a U.S. federal law that overhauled federal education research by creating the Institute of Education Sciences and emphasizing rigorous, evidence-based studies to inform education policy and practice.
  • E. Education (Administrative Provisions) Act 1907
    The Education (Administrative Provisions) Act 1907 was a British law that expanded and reorganized state involvement in education, notably introducing medical inspections for schoolchildren and strengthening local education authorities’ administrative powers.
  • 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: Education Act 1996
Triple: [Education Act 2002, amends, Education Act 1996]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Education Act 1996
Target entity description: 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.
  • 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. 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.
  • C. 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.
  • D. Education Sciences Reform Act of 2002
    The Education Sciences Reform Act of 2002 is a U.S. federal law that overhauled federal education research by creating the Institute of Education Sciences and emphasizing rigorous, evidence-based studies to inform education policy and practice.
  • E. Education (Administrative Provisions) Act 1907
    The Education (Administrative Provisions) Act 1907 was a British law that expanded and reorganized state involvement in education, notably introducing medical inspections for schoolchildren and strengthening local education authorities’ administrative powers.
  • 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.