Triple

T20984595
Position Surface form Disambiguated ID Type / Status
Subject Apprenticeships, Skills, Children and Learning Act 2009 E516861 entity
Predicate creates P490 FINISHED
Object Apprenticeship Certificate
An Apprenticeship Certificate is an official document confirming that an individual has successfully completed an approved apprenticeship program and met the required occupational standards.
E1461074 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 Certificate | Statement: [Apprenticeships, Skills, Children and Learning Act 2009, creates, Apprenticeship Certificate]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Apprenticeship Certificate
Context triple: [Apprenticeships, Skills, Children and Learning Act 2009, creates, Apprenticeship Certificate]
  • A. National Certificates
    National Certificates are vocational and technical qualifications in Scotland that provide practical skills and knowledge for employment or further study, typically at college level.
  • B. Ontario College Certificate
    An Ontario College Certificate is a postsecondary credential awarded by colleges in Ontario, Canada for completing short, career-focused programs that prepare students for entry-level employment or further study.
  • C. National Certificate of Educational Achievement
    The National Certificate of Educational Achievement (NCEA) is New Zealand’s main secondary school qualification, assessing students through a mix of internal and external standards-based evaluations across multiple levels.
  • D. Ontario College Graduate Certificate
    The Ontario College Graduate Certificate is a post-graduate credential offered by Ontario’s public colleges that provides specialized, career-focused education for individuals who already hold a college diploma or university degree.
  • E. Intermediate Certificate
    The Intermediate Certificate was an Irish secondary school qualification awarded to students typically around age 15, serving as a mid-level exam before the final school-leaving qualification.
  • 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 Certificate
Triple: [Apprenticeships, Skills, Children and Learning Act 2009, creates, Apprenticeship Certificate]
Generated description
An Apprenticeship Certificate is an official document confirming that an individual has successfully completed an approved apprenticeship program and met the required occupational standards.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Apprenticeship Certificate
Target entity description: An Apprenticeship Certificate is an official document confirming that an individual has successfully completed an approved apprenticeship program and met the required occupational standards.
  • A. National Certificates
    National Certificates are vocational and technical qualifications in Scotland that provide practical skills and knowledge for employment or further study, typically at college level.
  • B. Ontario College Certificate
    An Ontario College Certificate is a postsecondary credential awarded by colleges in Ontario, Canada for completing short, career-focused programs that prepare students for entry-level employment or further study.
  • C. National Certificate of Educational Achievement
    The National Certificate of Educational Achievement (NCEA) is New Zealand’s main secondary school qualification, assessing students through a mix of internal and external standards-based evaluations across multiple levels.
  • D. Ontario College Graduate Certificate
    The Ontario College Graduate Certificate is a post-graduate credential offered by Ontario’s public colleges that provides specialized, career-focused education for individuals who already hold a college diploma or university degree.
  • E. Intermediate Certificate
    The Intermediate Certificate was an Irish secondary school qualification awarded to students typically around age 15, serving as a mid-level exam before the final school-leaving qualification.
  • 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.