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.