Triple
T22064143
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Minister of Transport of South Africa |
E545224
|
entity |
| Predicate | supervises |
P258
|
FINISHED |
| Object |
Cross-Border Road Transport Agency (South Africa)
The Cross-Border Road Transport Agency (South Africa) is a statutory body responsible for regulating, facilitating, and promoting safe and efficient cross-border road transport and trade between South Africa and its neighboring countries.
|
E1516744
|
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: Cross-Border Road Transport Agency (South Africa) | Statement: [Minister of Transport of South Africa, supervises, Cross-Border Road Transport Agency (South Africa)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cross-Border Road Transport Agency (South Africa) Context triple: [Minister of Transport of South Africa, supervises, Cross-Border Road Transport Agency (South Africa)]
-
A.
Department of Transport of South Africa
The Department of Transport of South Africa is the national government ministry responsible for formulating and overseeing transport policy, regulation, and infrastructure across all transport modes in the country.
-
B.
Johannesburg Roads Agency
Johannesburg Roads Agency is a municipal entity responsible for planning, developing, and maintaining road and related infrastructure within the City of Johannesburg.
-
C.
South African National Roads Agency Limited
South African National Roads Agency Limited is a state-owned company responsible for the management, maintenance, and development of South Africa’s national road network.
-
D.
Gauteng Department of Roads and Transport
The Gauteng Department of Roads and Transport is the provincial government body responsible for planning, developing, and managing road infrastructure and public transport systems in South Africa’s Gauteng province.
-
E.
Eastern Cape Department of Transport
The Eastern Cape Department of Transport is a provincial government agency in South Africa responsible for overseeing and managing transport infrastructure, public transport services, and related regulatory functions within the Eastern Cape province.
- 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: Cross-Border Road Transport Agency (South Africa) Triple: [Minister of Transport of South Africa, supervises, Cross-Border Road Transport Agency (South Africa)]
Generated description
The Cross-Border Road Transport Agency (South Africa) is a statutory body responsible for regulating, facilitating, and promoting safe and efficient cross-border road transport and trade between South Africa and its neighboring countries.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cross-Border Road Transport Agency (South Africa) Target entity description: The Cross-Border Road Transport Agency (South Africa) is a statutory body responsible for regulating, facilitating, and promoting safe and efficient cross-border road transport and trade between South Africa and its neighboring countries.
-
A.
Department of Transport of South Africa
The Department of Transport of South Africa is the national government ministry responsible for formulating and overseeing transport policy, regulation, and infrastructure across all transport modes in the country.
-
B.
Johannesburg Roads Agency
Johannesburg Roads Agency is a municipal entity responsible for planning, developing, and maintaining road and related infrastructure within the City of Johannesburg.
-
C.
South African National Roads Agency Limited
South African National Roads Agency Limited is a state-owned company responsible for the management, maintenance, and development of South Africa’s national road network.
-
D.
Gauteng Department of Roads and Transport
The Gauteng Department of Roads and Transport is the provincial government body responsible for planning, developing, and managing road infrastructure and public transport systems in South Africa’s Gauteng province.
-
E.
Eastern Cape Department of Transport
The Eastern Cape Department of Transport is a provincial government agency in South Africa responsible for overseeing and managing transport infrastructure, public transport services, and related regulatory functions within the Eastern Cape province.
- 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_69e11e344dfc81909b1d88a7221329c7 |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f12881f9e0819091b8e6d8ff6802bd |
completed | April 28, 2026, 9:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a80ada8bc81908c8588857ac2c161 |
completed | May 18, 2026, 2:59 a.m. |
| NEDg | Description generation | batch_6a0a81f51dbc8190a49506d7536d165b |
completed | May 18, 2026, 3:05 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a82c10ce48190806498221cb55e7b |
completed | May 18, 2026, 3:08 a.m. |
Created at: April 16, 2026, 8:27 p.m.