Triple
T7065693
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Trans-Kalahari Corridor |
E164344
|
entity |
| Predicate | followsRoute |
P2127
|
FINISHED |
| Object |
N4 road in South Africa
The N4 road in South Africa is a major east–west highway that forms part of the Maputo and Trans-Kalahari Corridors, linking the country’s industrial heartland with Mozambique and Botswana/Namibia.
|
E638563
|
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 road in South Africa | Statement: [Trans-Kalahari Corridor, followsRoute, N4 road in South Africa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: N4 road in South Africa Context triple: [Trans-Kalahari Corridor, followsRoute, N4 road in South Africa]
-
A.
National Route N2
National Route N2 is a major South African highway running along the southern coast, connecting key cities and towns including those of the scenic Garden Route.
-
B.
N4 road
The N4 road is a major national primary route in Ireland that connects Dublin to Sligo, passing through several counties including County Longford.
-
C.
South African National Route network
The South African National Route network is the country’s primary system of long-distance, numbered highways that connect major cities, regions, and borders for national transport and trade.
-
D.
N24 road
The N24 road is a national primary route in Ireland that connects Limerick to Waterford, passing through several counties in the south including County Kilkenny.
-
E.
N2 road
The N2 road is a major national highway in France that serves as an important route connecting Paris to the Belgian border and passing near towns such as Mitry-Mory.
- 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 road in South Africa Triple: [Trans-Kalahari Corridor, followsRoute, N4 road in South Africa]
Generated description
The N4 road in South Africa is a major east–west highway that forms part of the Maputo and Trans-Kalahari Corridors, linking the country’s industrial heartland with Mozambique and Botswana/Namibia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: N4 road in South Africa Target entity description: The N4 road in South Africa is a major east–west highway that forms part of the Maputo and Trans-Kalahari Corridors, linking the country’s industrial heartland with Mozambique and Botswana/Namibia.
-
A.
National Route N2
National Route N2 is a major South African highway running along the southern coast, connecting key cities and towns including those of the scenic Garden Route.
-
B.
N4 road
The N4 road is a major national primary route in Ireland that connects Dublin to Sligo, passing through several counties including County Longford.
-
C.
South African National Route network
The South African National Route network is the country’s primary system of long-distance, numbered highways that connect major cities, regions, and borders for national transport and trade.
-
D.
N24 road
The N24 road is a national primary route in Ireland that connects Limerick to Waterford, passing through several counties in the south including County Kilkenny.
-
E.
N2 road
The N2 road is a major national highway in France that serves as an important route connecting Paris to the Belgian border and passing near towns such as Mitry-Mory.
- 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_69c688796c148190adb2f1596f595f22 |
completed | March 27, 2026, 1:39 p.m. |
| NER | Named-entity recognition | batch_69c6e4a4e7188190aef123ff1a2aa473 |
completed | March 27, 2026, 8:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c788bd74d88190bf2f52c95404d9bf |
completed | March 28, 2026, 7:52 a.m. |
| NEDg | Description generation | batch_69c7892a387c8190856eac695fbcfb02 |
completed | March 28, 2026, 7:54 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c789bc4fa081908cf40ec8ff189b90 |
completed | March 28, 2026, 7:56 a.m. |
Created at: March 27, 2026, 2:39 p.m.