Triple
T5772199
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nelspruit |
E127354
|
entity |
| Predicate | roadConnection |
P385
|
FINISHED |
| Object |
N4 highway
The N4 highway is a major east–west route in South Africa and Mozambique that forms part of the Maputo Corridor, linking inland economic hubs with the port city of Maputo.
|
E692440
|
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: N4 highway | Statement: [Nelspruit, roadConnection, N4 highway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: N4 highway Context triple: [Nelspruit, roadConnection, N4 highway]
-
A.
N8 highway
The N8 highway is a major Moroccan road that runs across the Middle Atlas region, linking key cities such as Azrou with other important urban and economic centers.
-
B.
N3 highway
The N3 highway is a major South African national route that connects Johannesburg and Durban, serving as a key freight and passenger corridor between the inland economic hub and the east coast.
-
C.
N14 highway
The N14 highway is a major South African national route connecting Pretoria and Johannesburg with the North West and Northern Cape provinces.
-
D.
A4 highway
The A4 highway is a major road route that connects with the A2 coastal highway, serving as an important link in the regional transportation network.
-
E.
E40 motorway
The E40 motorway is a major trans-European highway stretching from Calais in France across multiple countries to Kazakhstan, serving as a key east–west transport corridor.
- 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: N4 highway Triple: [Nelspruit, roadConnection, N4 highway]
Generated description
The N4 highway is a major east–west route in South Africa and Mozambique that forms part of the Maputo Corridor, linking inland economic hubs with the port city of Maputo.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: N4 highway Target entity description: The N4 highway is a major east–west route in South Africa and Mozambique that forms part of the Maputo Corridor, linking inland economic hubs with the port city of Maputo.
-
A.
N8 highway
The N8 highway is a major Moroccan road that runs across the Middle Atlas region, linking key cities such as Azrou with other important urban and economic centers.
-
B.
N3 highway
The N3 highway is a major South African national route that connects Johannesburg and Durban, serving as a key freight and passenger corridor between the inland economic hub and the east coast.
-
C.
N14 highway
The N14 highway is a major South African national route connecting Pretoria and Johannesburg with the North West and Northern Cape provinces.
-
D.
A4 highway
The A4 highway is a major road route that connects with the A2 coastal highway, serving as an important link in the regional transportation network.
-
E.
E40 motorway
The E40 motorway is a major trans-European highway stretching from Calais in France across multiple countries to Kazakhstan, serving as a key east–west transport corridor.
- 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_69c00834f6308190851b0abeddd8ed7e |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c029adda188190a5c26c363614145f |
completed | March 22, 2026, 5:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ca293158d4819091918490eec7eb5b |
completed | March 30, 2026, 7:41 a.m. |
| NEDg | Description generation | batch_69ca2a1960bc81908f7ce7cf45bf08e2 |
completed | March 30, 2026, 7:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ca2aae21688190bf04df7a43935420 |
completed | March 30, 2026, 7:47 a.m. |
Created at: March 22, 2026, 3:50 p.m.