Triple
T18808443
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Transnet National Ports Authority |
E459938
|
entity |
| Predicate | supervisedBy |
P86
|
FINISHED |
| Object | Department of Public Enterprises of South Africa |
—
|
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 Public Enterprises of South Africa | Statement: [Transnet National Ports Authority, supervisedBy, Department of Public Enterprises of South Africa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Department of Public Enterprises of South Africa Context triple: [Transnet National Ports Authority, supervisedBy, Department of Public Enterprises of South Africa]
-
A.
Industrial Development Corporation of South Africa
The Industrial Development Corporation of South Africa is a state-owned development finance institution that funds and promotes industrial and economic growth projects within South Africa and the broader African region.
-
B.
Department of Public Works and Infrastructure (South Africa)
The Department of Public Works and Infrastructure (South Africa) is the national government department responsible for managing and maintaining state-owned buildings and infrastructure, and for leading public infrastructure development across the country.
-
C.
Minister of Public Enterprises of South Africa
The Minister of Public Enterprises of South Africa is the cabinet official responsible for overseeing and managing the country’s state-owned enterprises and ensuring their strategic alignment with national economic and developmental goals.
-
D.
Gauteng Provincial Treasury
Gauteng Provincial Treasury is the provincial government department responsible for managing public finances, budgeting, and fiscal policy in South Africa’s Gauteng province.
-
E.
Public Service of South Africa
The Public Service of South Africa is the national system of government departments and agencies responsible for implementing public policy and delivering services across the country’s provinces and sectors.
- 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 Public Enterprises of South Africa Target entity description: 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.
-
A.
Industrial Development Corporation of South Africa
The Industrial Development Corporation of South Africa is a state-owned development finance institution that funds and promotes industrial and economic growth projects within South Africa and the broader African region.
-
B.
Department of Public Works and Infrastructure (South Africa)
The Department of Public Works and Infrastructure (South Africa) is the national government department responsible for managing and maintaining state-owned buildings and infrastructure, and for leading public infrastructure development across the country.
-
C.
Minister of Public Enterprises of South Africa
The Minister of Public Enterprises of South Africa is the cabinet official responsible for overseeing and managing the country’s state-owned enterprises and ensuring their strategic alignment with national economic and developmental goals.
-
D.
Gauteng Provincial Treasury
Gauteng Provincial Treasury is the provincial government department responsible for managing public finances, budgeting, and fiscal policy in South Africa’s Gauteng province.
-
E.
Public Service of South Africa
The Public Service of South Africa is the national system of government departments and agencies responsible for implementing public policy and delivering services across the country’s provinces and sectors.
- 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_69d8d398c7d4819091cb2f7e48948aeb |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e5a3d9c49c8190a9d29a25f0c977b2 |
completed | April 20, 2026, 3:56 a.m. |
Created at: April 10, 2026, 11:53 a.m.