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.