Triple
T22064456
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Minister of Employment and Labour of South Africa |
E545231
|
entity |
| Predicate | portfolio |
P3
|
FINISHED |
| Object | Employment and Labour |
—
|
NE NERFINISHED |
How this triple was built (3 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: Employment and Labour | Statement: [Minister of Employment and Labour of South Africa, portfolio, Employment and Labour]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Employment and Labour Context triple: [Minister of Employment and Labour of South Africa, portfolio, Employment and Labour]
-
A.
Workforce
Workforce is a British Thoroughbred racehorse best known for winning both the Epsom Derby and the Prix de l'Arc de Triomphe in 2010.
-
B.
Work and Income
Work and Income is a New Zealand government service that provides financial assistance, employment support, and social services to individuals and families in need.
-
C.
Employment Claims Tribunals
The Employment Claims Tribunals are a specialized Singaporean judicial body that adjudicates salary-related and employment disputes between workers and employers in a streamlined, low-cost forum.
-
D.
Labour
Labour is a major centre-left political party in the United Kingdom traditionally associated with social democracy, workers' rights, and the welfare state.
-
E.
Labour
Labour is a social-democratic political party in Ireland traditionally associated with workers’ rights, social justice, and progressive reform.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Employment and Labour Target entity description: Employment and Labour is a South African government portfolio responsible for regulating employment relations, labour standards, workplace conditions, and job creation policies.
-
A.
Workforce
Workforce is a British Thoroughbred racehorse best known for winning both the Epsom Derby and the Prix de l'Arc de Triomphe in 2010.
-
B.
Work and Income
Work and Income is a New Zealand government service that provides financial assistance, employment support, and social services to individuals and families in need.
-
C.
Employment Claims Tribunals
The Employment Claims Tribunals are a specialized Singaporean judicial body that adjudicates salary-related and employment disputes between workers and employers in a streamlined, low-cost forum.
-
D.
Labour
Labour is a major centre-left political party in the United Kingdom traditionally associated with social democracy, workers' rights, and the welfare state.
-
E.
Labour
Labour is a social-democratic political party in Ireland traditionally associated with workers’ rights, social justice, and progressive reform.
- F. None of above. chosen
Provenance (2 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_69e11e344dfc81909b1d88a7221329c7 |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f12882ab3c819095b61e0a341edfdf |
completed | April 28, 2026, 9:37 p.m. |
Created at: April 16, 2026, 8:27 p.m.