Triple

T14376757
Position Surface form Disambiguated ID Type / Status
Subject Scottish Qualifications Authority E356494 entity
Predicate awards P11 FINISHED
Object Scottish Vocational Qualifications
Scottish Vocational Qualifications are work-based, competence-focused qualifications in Scotland that certify practical skills and knowledge for specific occupations and industries.
E356494 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: Scottish Vocational Qualifications | Statement: [Scottish Qualifications Authority, awards, Scottish Vocational Qualifications]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Scottish Vocational Qualifications
Context triple: [Scottish Qualifications Authority, awards, Scottish Vocational Qualifications]
  • A. Scottish Qualifications Certificate
    The Scottish Qualifications Certificate is the main national credential issued to students in Scotland to formally record their attainment in school and college qualifications.
  • B. SCQF Partnership
    SCQF Partnership is the organization responsible for managing and promoting Scotland’s national framework for credit transfer and qualification levels across education and training.
  • C. Scottish Credit and Qualifications Framework
    The Scottish Credit and Qualifications Framework is Scotland’s national system for describing, comparing, and accrediting learning and qualifications across all levels of education and training.
  • D. Scottish Qualifications Authority
    The Scottish Qualifications Authority is Scotland’s national body responsible for developing, accrediting, assessing, and certifying school, college, and vocational qualifications.
  • E. National 5 Gaelic qualifications
    National 5 Gaelic qualifications are Scottish secondary school awards that assess learners’ skills in the Gaelic language at an intermediate level within the national curriculum.
  • 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: Scottish Vocational Qualifications
Triple: [Scottish Qualifications Authority, awards, Scottish Vocational Qualifications]
Generated description
Scottish Vocational Qualifications are work-based, competence-focused qualifications in Scotland that certify practical skills and knowledge for specific occupations and industries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Scottish Vocational Qualifications
Target entity description: Scottish Vocational Qualifications are work-based, competence-focused qualifications in Scotland that certify practical skills and knowledge for specific occupations and industries.
  • A. Scottish Qualifications Certificate
    The Scottish Qualifications Certificate is the main national credential issued to students in Scotland to formally record their attainment in school and college qualifications.
  • B. SCQF Partnership
    SCQF Partnership is the organization responsible for managing and promoting Scotland’s national framework for credit transfer and qualification levels across education and training.
  • C. Scottish Credit and Qualifications Framework
    The Scottish Credit and Qualifications Framework is Scotland’s national system for describing, comparing, and accrediting learning and qualifications across all levels of education and training.
  • D. Scottish Qualifications Authority chosen
    The Scottish Qualifications Authority is Scotland’s national body responsible for developing, accrediting, assessing, and certifying school, college, and vocational qualifications.
  • E. National 5 Gaelic qualifications
    National 5 Gaelic qualifications are Scottish secondary school awards that assess learners’ skills in the Gaelic language at an intermediate level within the national curriculum.
  • F. None of above.

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.