Triple
T22332048
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chairperson of the National Planning Commission of South Africa |
E552046
|
entity |
| Predicate | headOf |
P652
|
FINISHED |
| Object | National Planning Commission of South Africa |
—
|
NE NERFINISHED |
How this triple was built (2 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 Planning Commission of South Africa | Statement: [Chairperson of the National Planning Commission of South Africa, headOf, National Planning Commission of South Africa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: National Planning Commission of South Africa Context triple: [Chairperson of the National Planning Commission of South Africa, headOf, National Planning Commission of South Africa]
-
A.
National Planning Commission of South Africa
chosen
The National Planning Commission of South Africa is a government advisory body responsible for long-term strategic planning and shaping the country’s national development agenda.
-
B.
Public Service Commission of South Africa
The Public Service Commission of South Africa is an independent constitutional body that oversees, monitors, and promotes ethical, efficient, and accountable public administration across the country’s civil service.
-
C.
Government of South Africa
The Government of South Africa is the national executive authority of the Republic of South Africa, responsible for implementing laws, setting policy, and administering the country through its various departments and institutions.
-
D.
Accelerated and Shared Growth Initiative for South Africa
The Accelerated and Shared Growth Initiative for South Africa (AsgiSA) was a mid-2000s government economic program aimed at boosting growth, reducing poverty and unemployment, and ensuring that the benefits of economic expansion were more broadly shared across South African society.
-
E.
Department of Public Enterprises of South Africa
The Department of Public Enterprises of South Africa is a government ministry responsible for overseeing and managing the country’s major state-owned companies and strategic public assets.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69e11e482f788190b78d1588fc26d606 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f1577b555c8190ac61c026ee7dfb2b |
completed | April 29, 2026, 12:57 a.m. |
Created at: April 16, 2026, 8:43 p.m.