Triple
T12264660
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Scottish education system |
E292310
|
entity |
| Predicate | usesQualification |
P44086
|
FINISHED |
| Object |
National 4
National 4 is a Scottish secondary school qualification, roughly equivalent to a basic level of GCSE, that assesses learners through coursework and internal assessment rather than final exams.
|
E969977
|
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 4 | Statement: [Scottish education system, usesQualification, National 4]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: National 4 Context triple: [Scottish education system, usesQualification, National 4]
-
A.
National 5
National 5 is a Scottish secondary school qualification typically taken by students around age 15–16, broadly comparable to the English GCSE.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
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.
- 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 4 Triple: [Scottish education system, usesQualification, National 4]
Generated description
National 4 is a Scottish secondary school qualification, roughly equivalent to a basic level of GCSE, that assesses learners through coursework and internal assessment rather than final exams.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: National 4 Target entity description: National 4 is a Scottish secondary school qualification, roughly equivalent to a basic level of GCSE, that assesses learners through coursework and internal assessment rather than final exams.
-
A.
National 5
National 5 is a Scottish secondary school qualification typically taken by students around age 15–16, broadly comparable to the English GCSE.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
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.
- 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_69d6ab6856488190b5d31178d5015f8e |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d93ed7251c8190b94d7cd75ad49b9c |
completed | April 10, 2026, 6:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f60ac4f2bc8190b5fde350c9e61bd6 |
completed | May 2, 2026, 2:31 p.m. |
| NEDg | Description generation | batch_69f60c9276d0819086b5f7712fe8d6e6 |
completed | May 2, 2026, 2:39 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f60d4c30448190874f253b864ef61e |
completed | May 2, 2026, 2:42 p.m. |
Created at: April 8, 2026, 9:52 p.m.