Triple

T5237429
Position Surface form Disambiguated ID Type / Status
Subject Scottish Credit and Qualifications Framework E118256 entity
Predicate administeredBy P86 FINISHED
Object 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.
 E506349 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: SCQF Partnership | Statement: [Scottish Credit and Qualifications Framework, administeredBy, SCQF Partnership]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: SCQF Partnership
Context triple: [Scottish Credit and Qualifications Framework, administeredBy, SCQF Partnership]
  • A. Scottish Qualifications Authority
    The Scottish Qualifications Authority is Scotland’s national body responsible for developing, accrediting, assessing, and certifying school, college, and vocational qualifications.
  • B. 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.
  • 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. Curriculum for Excellence
    Curriculum for Excellence is Scotland’s national curriculum framework designed to provide a broad, flexible and coherent education for children and young people from early years through secondary school.
  • 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: SCQF Partnership
Triple: [Scottish Credit and Qualifications Framework, administeredBy, SCQF Partnership]
Generated description
SCQF Partnership is the organization responsible for managing and promoting Scotland’s national framework for credit transfer and qualification levels across education and training.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: SCQF Partnership
Target entity description: SCQF Partnership is the organization responsible for managing and promoting Scotland’s national framework for credit transfer and qualification levels across education and training.
  • A. Scottish Qualifications Authority
    The Scottish Qualifications Authority is Scotland’s national body responsible for developing, accrediting, assessing, and certifying school, college, and vocational qualifications.
  • B. 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.
  • 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. Curriculum for Excellence
    Curriculum for Excellence is Scotland’s national curriculum framework designed to provide a broad, flexible and coherent education for children and young people from early years through secondary school.
  • 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

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_69bd4467db0881909b3b0982df32cc8f completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd7b27990c8190b6a3c24de09c8c18 completed March 20, 2026, 4:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69befe6323708190bfc95f01c65dc234 completed March 21, 2026, 8:24 p.m.
NEDg Description generation batch_69beff668dbc8190bc71c8dae2b5ca72 completed March 21, 2026, 8:28 p.m.
NED2 Entity disambiguation (via description) batch_69bf00120fe88190817badb72977566e completed March 21, 2026, 8:31 p.m.
Created at: March 20, 2026, 1:49 p.m.