Triple
T16823863
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Potchefstroom |
E408963
|
entity |
| Predicate | transport |
P230
|
FINISHED |
| Object | N12 national road |
E918749
|
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: N12 national road | Statement: [Potchefstroom, transport, N12 national road]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: N12 national road Context triple: [Potchefstroom, transport, N12 national road]
-
A.
N1 national road
The N1 national road is a major South African highway forming part of the primary north–south route connecting Cape Town, Johannesburg, and the Zimbabwean border.
-
B.
N10 national road
The N10 national road is a major South African highway that runs inland between the Eastern Cape and Northern Cape, linking coastal cities like Port Elizabeth with the interior.
-
C.
N11 national road
The N11 national road is a major South African route running roughly north–south, linking KwaZulu-Natal with inland provinces and facilitating regional trade and travel.
-
D.
N2 national road
The N2 national road is a major South African highway running along the coast and connecting key cities and regions, including the Eastern Cape.
-
E.
N12 highway
chosen
The N12 highway is a major South African route that connects Johannesburg with key towns and cities in Mpumalanga and beyond, serving as an important corridor for regional travel and freight.
- 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_69d88394566c8190b3dcbdc72935f7fa |
completed | April 10, 2026, 4:59 a.m. |
| NER | Named-entity recognition | batch_69e3b2e838e881908b650194c9b94886 |
completed | April 18, 2026, 4:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00b29c170c81908fcc88c31e266ffb |
completed | May 10, 2026, 4:30 p.m. |
Created at: April 10, 2026, 5:23 a.m.