Triple
T14524911
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | R27 West Coast Road |
E340749
|
entity |
| Predicate | maintainedBy |
P86
|
FINISHED |
| Object | Western Cape provincial roads authority |
E909422
|
NE FINISHED |
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: Western Cape provincial roads authority | Statement: [R27 West Coast Road, maintainedBy, Western Cape provincial roads authority]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Western Cape provincial roads authority Context triple: [R27 West Coast Road, maintainedBy, Western Cape provincial roads authority]
-
A.
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.
-
B.
Western Cape Department of Transport and Public Works
chosen
The Western Cape Department of Transport and Public Works is a provincial government department in South Africa responsible for managing and developing transport infrastructure and public works within the Western Cape.
-
C.
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.
-
D.
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.
-
E.
Western Cape Provincial Government
The Western Cape Provincial Government is the executive authority responsible for governing and administering the South African province of the Western Cape.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d822dac79c8190a84a073f3cbaced5 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69dea04f16f88190ba357b0f8021b46b |
completed | April 14, 2026, 8:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd7a50324481909713bbf68295e839 |
completed | May 8, 2026, 5:53 a.m. |
Created at: April 10, 2026, 1:22 a.m.