Triple
T8080507
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Department of Higher Education and Training |
E188600
|
entity |
| Predicate | supervises |
P258
|
FINISHED |
| Object |
Quality Council for Trades and Occupations
The Quality Council for Trades and Occupations is a South African statutory body responsible for developing, maintaining, and quality-assuring occupational qualifications and standards for trades and occupations.
|
E710544
|
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: Quality Council for Trades and Occupations | Statement: [Department of Higher Education and Training, supervises, Quality Council for Trades and Occupations]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Quality Council for Trades and Occupations Context triple: [Department of Higher Education and Training, supervises, Quality Council for Trades and Occupations]
-
A.
Australian Skills Quality Authority
The Australian Skills Quality Authority is the national regulator responsible for overseeing and ensuring the quality of vocational education and training providers across Australia.
-
B.
Centre for Quality Assurance
The Centre for Quality Assurance is a specialized unit within the Norwegian Institute of Public Health responsible for ensuring the reliability, standardization, and continuous improvement of the institute’s public health data, methods, and services.
-
C.
Division of Professions and Occupations
The Division of Professions and Occupations is a Colorado state regulatory body responsible for licensing and overseeing a wide range of professional and occupational fields to protect public health, safety, and welfare.
-
D.
Skillman Foundation
The Skillman Foundation is a Detroit-based philanthropic organization focused on improving the lives and educational outcomes of children in the city.
-
E.
School of Trades and Technology
The School of Trades and Technology is an academic division of Camosun College that offers career-focused training and education in skilled trades and applied technologies.
- 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: Quality Council for Trades and Occupations Triple: [Department of Higher Education and Training, supervises, Quality Council for Trades and Occupations]
Generated description
The Quality Council for Trades and Occupations is a South African statutory body responsible for developing, maintaining, and quality-assuring occupational qualifications and standards for trades and occupations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Quality Council for Trades and Occupations Target entity description: The Quality Council for Trades and Occupations is a South African statutory body responsible for developing, maintaining, and quality-assuring occupational qualifications and standards for trades and occupations.
-
A.
Australian Skills Quality Authority
The Australian Skills Quality Authority is the national regulator responsible for overseeing and ensuring the quality of vocational education and training providers across Australia.
-
B.
Centre for Quality Assurance
The Centre for Quality Assurance is a specialized unit within the Norwegian Institute of Public Health responsible for ensuring the reliability, standardization, and continuous improvement of the institute’s public health data, methods, and services.
-
C.
Division of Professions and Occupations
The Division of Professions and Occupations is a Colorado state regulatory body responsible for licensing and overseeing a wide range of professional and occupational fields to protect public health, safety, and welfare.
-
D.
Skillman Foundation
The Skillman Foundation is a Detroit-based philanthropic organization focused on improving the lives and educational outcomes of children in the city.
-
E.
School of Trades and Technology
The School of Trades and Technology is an academic division of Camosun College that offers career-focused training and education in skilled trades and applied technologies.
- 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_69ca82b662e88190b9323daab8c28a21 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb40a504d48190ace96e814d99b182 |
completed | March 31, 2026, 3:33 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cc63f79ac08190af49e77bee67921d |
completed | April 1, 2026, 12:16 a.m. |
| NEDg | Description generation | batch_69cc651d340c819089306bac7110f57a |
completed | April 1, 2026, 12:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc666ecc04819092ee4cc035dde627 |
completed | April 1, 2026, 12:27 a.m. |
Created at: March 30, 2026, 5:28 p.m.