Triple

T3441353
Position Surface form Disambiguated ID Type / Status
Subject Scottish Qualifications Authority Gaelic materials E72571 entity
Predicate appliesTo P1129 FINISHED
Object 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.
E356496 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 5 Gaelic qualifications | Statement: [Scottish Qualifications Authority Gaelic materials, appliesTo, National 5 Gaelic qualifications]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: National 5 Gaelic qualifications
Context triple: [Scottish Qualifications Authority Gaelic materials, appliesTo, National 5 Gaelic qualifications]
  • A. Scottish Qualifications Authority Gaelic materials
    Scottish Qualifications Authority Gaelic materials are official educational and assessment resources produced by Scotland’s national qualifications body to support the teaching, learning, and examination of the Gaelic language.
  • B. 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.
  • 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. 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.
  • E. Gaelic Language (Scotland) Act 2005
    The Gaelic Language (Scotland) Act 2005 is a Scottish Parliament law that gives formal recognition to Scottish Gaelic and establishes a framework to promote and support its use in public life.
  • 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 5 Gaelic qualifications
Triple: [Scottish Qualifications Authority Gaelic materials, appliesTo, National 5 Gaelic qualifications]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: National 5 Gaelic qualifications
Target entity description: 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.
  • A. Scottish Qualifications Authority Gaelic materials
    Scottish Qualifications Authority Gaelic materials are official educational and assessment resources produced by Scotland’s national qualifications body to support the teaching, learning, and examination of the Gaelic language.
  • B. 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.
  • 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. 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.
  • E. Gaelic Language (Scotland) Act 2005
    The Gaelic Language (Scotland) Act 2005 is a Scottish Parliament law that gives formal recognition to Scottish Gaelic and establishes a framework to promote and support its use in public life.
  • 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_69ad85af50288190a854b76653deee6f completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adba276b708190949f294a8d09ec7b completed March 8, 2026, 6:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69b3548598088190907e13c88cb975fc completed March 13, 2026, 12:04 a.m.
NEDg Description generation batch_69b355a8da148190896dacf746630445 completed March 13, 2026, 12:09 a.m.
NED2 Entity disambiguation (via description) batch_69b3561132888190b0439cd3d8e7bf96 completed March 13, 2026, 12:10 a.m.
Created at: March 8, 2026, 3:16 p.m.