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.