Triple
T10873559
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | B1 national road |
E256716
|
entity |
| Predicate | maintainedBy |
P86
|
FINISHED |
| Object |
Roads Authority Namibia
Roads Authority Namibia is the state-owned agency responsible for managing and maintaining Namibia’s national road network and related infrastructure.
|
E890076
|
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: Roads Authority Namibia | Statement: [B1 national road, maintainedBy, Roads Authority Namibia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Roads Authority Namibia Context triple: [B1 national road, maintainedBy, Roads Authority Namibia]
-
A.
B2 road in Namibia
The B2 road in Namibia is a major national highway linking the coastal city of Walvis Bay to the interior and forming part of the Trans-Kalahari Corridor that connects Namibia with Botswana and South Africa.
-
B.
Zimbabwe National Roads Administration
The Zimbabwe National Roads Administration is the government agency responsible for managing, maintaining, and developing Zimbabwe’s national road network and related infrastructure.
-
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.
SANRAL
SANRAL is South Africa’s national roads agency responsible for the planning, construction, management, and maintenance of the country’s national road network.
-
E.
South African National Roads Agency Limited
South African National Roads Agency Limited is a state-owned company responsible for the management, maintenance, and development of South Africa’s national road network.
- 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: Roads Authority Namibia Triple: [B1 national road, maintainedBy, Roads Authority Namibia]
Generated description
Roads Authority Namibia is the state-owned agency responsible for managing and maintaining Namibia’s national road network and related infrastructure.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Roads Authority Namibia Target entity description: Roads Authority Namibia is the state-owned agency responsible for managing and maintaining Namibia’s national road network and related infrastructure.
-
A.
B2 road in Namibia
The B2 road in Namibia is a major national highway linking the coastal city of Walvis Bay to the interior and forming part of the Trans-Kalahari Corridor that connects Namibia with Botswana and South Africa.
-
B.
Zimbabwe National Roads Administration
The Zimbabwe National Roads Administration is the government agency responsible for managing, maintaining, and developing Zimbabwe’s national road network and related infrastructure.
-
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.
SANRAL
SANRAL is South Africa’s national roads agency responsible for the planning, construction, management, and maintenance of the country’s national road network.
-
E.
South African National Roads Agency Limited
South African National Roads Agency Limited is a state-owned company responsible for the management, maintenance, and development of South Africa’s national road network.
- 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_69d6aa848804819081b2713ca0bedf06 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d751891b508190959784f212e06acb |
completed | April 9, 2026, 7:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69dff7ddafc48190824c133bb33b9efe |
completed | April 15, 2026, 8:41 p.m. |
| NEDg | Description generation | batch_69e0026fda3c8190b60174b252d57e12 |
completed | April 15, 2026, 9:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e00581fde08190b28b8dde4a21d59e |
completed | April 15, 2026, 9:39 p.m. |
Created at: April 8, 2026, 9:21 p.m.