Triple
T6712655
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Newcastle (KwaZulu-Natal) |
E153183
|
entity |
| Predicate | locatedOnTransportRoute |
P2409
|
FINISHED |
| Object |
R34 regional route
The R34 regional route is a significant South African roadway that connects various towns and cities across KwaZulu-Natal and neighboring provinces, facilitating regional travel and trade.
|
E613468
|
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: R34 regional route | Statement: [Newcastle (KwaZulu-Natal), locatedOnTransportRoute, R34 regional route]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: R34 regional route Context triple: [Newcastle (KwaZulu-Natal), locatedOnTransportRoute, R34 regional route]
-
A.
National Route 34
National Route 34 was a former Australian national highway route designation that once applied to the Oxley Highway in New South Wales.
-
B.
N3 national route
The N3 national route is a major South African highway linking Johannesburg and Durban, serving as a key economic and transport corridor between the interior and the coast.
-
C.
National Route 38
National Route 38 is a major national highway in Hokkaido, Japan, connecting several key cities and serving as an important transportation corridor across the region.
-
D.
National Route 3
National Route 3 is a major Argentine highway that runs along the Atlantic coast of Patagonia, connecting Buenos Aires with key southern cities including Comodoro Rivadavia.
-
E.
National Route 3
National Route 3 is a major South Korean highway that runs north–south, connecting multiple regions and cities across the country.
- 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: R34 regional route Triple: [Newcastle (KwaZulu-Natal), locatedOnTransportRoute, R34 regional route]
Generated description
The R34 regional route is a significant South African roadway that connects various towns and cities across KwaZulu-Natal and neighboring provinces, facilitating regional travel and trade.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: R34 regional route Target entity description: The R34 regional route is a significant South African roadway that connects various towns and cities across KwaZulu-Natal and neighboring provinces, facilitating regional travel and trade.
-
A.
National Route 34
National Route 34 was a former Australian national highway route designation that once applied to the Oxley Highway in New South Wales.
-
B.
N3 national route
The N3 national route is a major South African highway linking Johannesburg and Durban, serving as a key economic and transport corridor between the interior and the coast.
-
C.
National Route 38
National Route 38 is a major national highway in Hokkaido, Japan, connecting several key cities and serving as an important transportation corridor across the region.
-
D.
National Route 3
National Route 3 is a major Argentine highway that runs along the Atlantic coast of Patagonia, connecting Buenos Aires with key southern cities including Comodoro Rivadavia.
-
E.
National Route 3
National Route 3 is a major South Korean highway that runs north–south, connecting multiple regions and cities across the country.
- 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_69c68809b4608190a2509ddb5ab87f05 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d121a92c8190a03f384a8aba84da |
completed | March 27, 2026, 6:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c700948788819087f9b466be337286 |
completed | March 27, 2026, 10:11 p.m. |
| NEDg | Description generation | batch_69c703ad7e0c81908da32c96806f3b07 |
completed | March 27, 2026, 10:24 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7042f23408190b06faafcb3251276 |
completed | March 27, 2026, 10:26 p.m. |
Created at: March 27, 2026, 2:07 p.m.