Triple
T22064139
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Minister of Transport of South Africa |
E545224
|
entity |
| Predicate | supervises |
P258
|
FINISHED |
| Object | Road Traffic Management Corporation |
—
|
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: Road Traffic Management Corporation | Statement: [Minister of Transport of South Africa, supervises, Road Traffic Management Corporation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Road Traffic Management Corporation Context triple: [Minister of Transport of South Africa, supervises, Road Traffic Management Corporation]
-
A.
Roads and Transport Authority
The Roads and Transport Authority is Dubai’s government agency responsible for planning, operating, and regulating the emirate’s public transport systems and road infrastructure.
-
B.
BMC Roads and Traffic Department
The BMC Roads and Traffic Department is a municipal division responsible for planning, constructing, and maintaining road infrastructure and managing traffic operations within the jurisdiction of the Brihanmumbai Municipal Corporation in Mumbai, India.
-
C.
State Transport Authority
The State Transport Authority was a former South Australian government agency responsible for operating and managing much of the state's public transport, including rail services.
-
D.
General Directorate of Traffic
The General Directorate of Traffic is the national authority within Egypt’s police structure responsible for regulating road traffic, enforcing driving laws, and overseeing vehicle and driver licensing across the country.
-
E.
Urban Transport Division
The Urban Transport Division is a specialized unit under India’s Ministry of Housing and Urban Affairs responsible for planning, policy, and coordination of urban mobility and public transport systems in the country.
- 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: Road Traffic Management Corporation Target entity description: The Road Traffic Management Corporation is a South African public entity responsible for coordinating and improving road traffic law enforcement, road safety, and traffic management across the country.
-
A.
Roads and Transport Authority
The Roads and Transport Authority is Dubai’s government agency responsible for planning, operating, and regulating the emirate’s public transport systems and road infrastructure.
-
B.
BMC Roads and Traffic Department
The BMC Roads and Traffic Department is a municipal division responsible for planning, constructing, and maintaining road infrastructure and managing traffic operations within the jurisdiction of the Brihanmumbai Municipal Corporation in Mumbai, India.
-
C.
State Transport Authority
The State Transport Authority was a former South Australian government agency responsible for operating and managing much of the state's public transport, including rail services.
-
D.
General Directorate of Traffic
The General Directorate of Traffic is the national authority within Egypt’s police structure responsible for regulating road traffic, enforcing driving laws, and overseeing vehicle and driver licensing across the country.
-
E.
Urban Transport Division
The Urban Transport Division is a specialized unit under India’s Ministry of Housing and Urban Affairs responsible for planning, policy, and coordination of urban mobility and public transport systems in the country.
- 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_69f12881f9e0819091b8e6d8ff6802bd |
completed | April 28, 2026, 9:37 p.m. |
Created at: April 16, 2026, 8:27 p.m.