Triple

T20984594
Position Surface form Disambiguated ID Type / Status
Subject Apprenticeships, Skills, Children and Learning Act 2009 E516861 entity
Predicate creates P490 FINISHED
Object Apprenticeship Agreement
An Apprenticeship Agreement is a formal employment contract between an apprentice and an employer that sets out the terms of the apprenticeship, including training, duties, and working conditions.
E1461073 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: Apprenticeship Agreement | Statement: [Apprenticeships, Skills, Children and Learning Act 2009, creates, Apprenticeship Agreement]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Apprenticeship Agreement
Context triple: [Apprenticeships, Skills, Children and Learning Act 2009, creates, Apprenticeship Agreement]
  • A. Apprenticeship and Training Division
    The Apprenticeship and Training Division is a unit of Oregon’s state labor agency that oversees registered apprenticeship programs and workforce training standards across the state.
  • B. Office of Apprenticeship
    The Office of Apprenticeship is a U.S. Department of Labor agency that oversees and promotes registered apprenticeship programs to develop skilled workers and support workforce development nationwide.
  • C. National Agreement for Skills and Workforce Development
    The National Agreement for Skills and Workforce Development is an intergovernmental framework in Australia that coordinates funding and priorities for vocational education and training to build a skilled national workforce.
  • D. 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.
  • E. Appendix Skilled Worker
    Appendix Skilled Worker is a section of the UK Immigration Rules that sets out the requirements and conditions for individuals applying to work in the UK under the Skilled Worker visa route.
  • 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: Apprenticeship Agreement
Triple: [Apprenticeships, Skills, Children and Learning Act 2009, creates, Apprenticeship Agreement]
Generated description
An Apprenticeship Agreement is a formal employment contract between an apprentice and an employer that sets out the terms of the apprenticeship, including training, duties, and working conditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Apprenticeship Agreement
Target entity description: An Apprenticeship Agreement is a formal employment contract between an apprentice and an employer that sets out the terms of the apprenticeship, including training, duties, and working conditions.
  • A. Apprenticeship and Training Division
    The Apprenticeship and Training Division is a unit of Oregon’s state labor agency that oversees registered apprenticeship programs and workforce training standards across the state.
  • B. Office of Apprenticeship
    The Office of Apprenticeship is a U.S. Department of Labor agency that oversees and promotes registered apprenticeship programs to develop skilled workers and support workforce development nationwide.
  • C. National Agreement for Skills and Workforce Development
    The National Agreement for Skills and Workforce Development is an intergovernmental framework in Australia that coordinates funding and priorities for vocational education and training to build a skilled national workforce.
  • D. 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.
  • E. Appendix Skilled Worker
    Appendix Skilled Worker is a section of the UK Immigration Rules that sets out the requirements and conditions for individuals applying to work in the UK under the Skilled Worker visa route.
  • 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_6a092fc54dd88190b96b644092778cb1 completed May 17, 2026, 3:02 a.m.
NEDg Description generation batch_6a09317be0088190b72bcfbf6e5962d1 completed May 17, 2026, 3:09 a.m.
NED2 Entity disambiguation (via description) batch_6a093222759481908f57d0f62b919578 completed May 17, 2026, 3:12 a.m.
Created at: April 16, 2026, 1:48 p.m.