Triple
T22064449
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Minister of Employment and Labour of South Africa |
E545231
|
entity |
| Predicate | oversees |
P46
|
FINISHED |
| Object | Department of 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: Department of Employment and Labour | Statement: [Minister of Employment and Labour of South Africa, oversees, Department of Employment and Labour]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Department of Employment and Labour Context triple: [Minister of Employment and Labour of South Africa, oversees, Department of Employment and Labour]
-
A.
Department of Employment
The Department of Employment is a governmental division in India responsible for employment services, job facilitation, and labor market information under the Ministry of Labour and Employment.
-
B.
Ministry of Labor
The Ministry of Labor is a government department responsible for overseeing employment policies, labor regulations, and workforce welfare within a country.
-
C.
Department of Employment and Workplace Relations
The Department of Employment and Workplace Relations is an Australian Government agency responsible for national policies and programs related to employment, workplace relations, and labour market services.
-
D.
Ministry of Labour and Social Welfare
The Ministry of Labour and Social Welfare was a governmental body in postwar Poland responsible for employment policy, labor relations, and social assistance programs.
-
E.
Office of Labor Affairs
The Office of Labor Affairs is a specialized unit within the U.S. government that handles international labor issues and labor provisions in trade agreements.
- 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: Department of Employment and Labour Target entity description: The Department of Employment and Labour is a South African government department responsible for labour policy, employment services, workplace regulation, and the promotion of fair and safe working conditions.
-
A.
Department of Employment
The Department of Employment is a governmental division in India responsible for employment services, job facilitation, and labor market information under the Ministry of Labour and Employment.
-
B.
Ministry of Labor
The Ministry of Labor is a government department responsible for overseeing employment policies, labor regulations, and workforce welfare within a country.
-
C.
Department of Employment and Workplace Relations
The Department of Employment and Workplace Relations is an Australian Government agency responsible for national policies and programs related to employment, workplace relations, and labour market services.
-
D.
Ministry of Labour and Social Welfare
The Ministry of Labour and Social Welfare was a governmental body in postwar Poland responsible for employment policy, labor relations, and social assistance programs.
-
E.
Office of Labor Affairs
The Office of Labor Affairs is a specialized unit within the U.S. government that handles international labor issues and labor provisions in trade agreements.
- 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.