Triple

T14376758
Position Surface form Disambiguated ID Type / Status
Subject Scottish Qualifications Authority E356494 entity
Predicate awards P11 FINISHED
Object 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.
 E1095927 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: National Certificates | Statement: [Scottish Qualifications Authority, awards, National Certificates]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: National Certificates
Context triple: [Scottish Qualifications Authority, awards, National Certificates]
  • A. 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.
  • 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. BTEC
    BTEC is a vocational qualification from the UK that focuses on practical, career-oriented learning across a wide range of subjects.
  • D. Caribbean Vocational Qualification
    The Caribbean Vocational Qualification is a regional certification that recognizes occupational skills and competencies across Caribbean Community (CARICOM) member states, supporting workforce mobility and technical education.
  • E. 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.
  • 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: National Certificates
Triple: [Scottish Qualifications Authority, awards, National Certificates]
Generated description
National Certificates are vocational and technical qualifications in Scotland that provide practical skills and knowledge for employment or further study, typically at college level.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: National Certificates
Target entity description: National Certificates are vocational and technical qualifications in Scotland that provide practical skills and knowledge for employment or further study, typically at college level.
  • A. 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.
  • 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. BTEC
    BTEC is a vocational qualification from the UK that focuses on practical, career-oriented learning across a wide range of subjects.
  • D. Caribbean Vocational Qualification
    The Caribbean Vocational Qualification is a regional certification that recognizes occupational skills and competencies across Caribbean Community (CARICOM) member states, supporting workforce mobility and technical education.
  • E. 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.
  • 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_69d8279163a081908aec45c0e3f1e02f completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de900949fc81909be0da1734c46645 completed April 14, 2026, 7:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd4c5728fc819089ef3c7c34b10101 completed May 8, 2026, 2:37 a.m.
NEDg Description generation batch_69fd4e4bae188190a8d1c5b833d58cd8 completed May 8, 2026, 2:45 a.m.
NED2 Entity disambiguation (via description) batch_69fd4f5782b4819081d32dbef032ac61 completed May 8, 2026, 2:49 a.m.
Created at: April 10, 2026, 1:16 a.m.