Triple
T11331753
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Plumtree Border Post |
E268358
|
entity |
| Predicate | roadConnection |
P385
|
FINISHED |
| Object |
A1 Highway (Botswana)
The A1 Highway in Botswana is a major north–south arterial road that forms part of the regional route linking Zimbabwe and South Africa through Botswana, connecting key cities such as Francistown and Gaborone.
|
E918100
|
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: A1 Highway (Botswana) | Statement: [Plumtree Border Post, roadConnection, A1 Highway (Botswana)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: A1 Highway (Botswana) Context triple: [Plumtree Border Post, roadConnection, A1 Highway (Botswana)]
-
A.
A2 road in Botswana
The A2 road in Botswana is a major highway forming part of the Trans-Kalahari Corridor, linking Botswana with Namibia and South Africa across the Kalahari Desert.
-
B.
National Route N10
National Route N10 is a major east–west highway in southern Morocco that links coastal and inland cities, including the area around Aït Melloul.
-
C.
National Route N1
National Route N1 is a major Moroccan highway that runs along the Atlantic coast, linking key cities and regions in the country’s southwest and north.
-
D.
Harare–Chirundu highway
The Harare–Chirundu highway is a major road in Zimbabwe that connects the capital city Harare with the Chirundu border post on the frontier with Zambia, serving as a key regional trade and transport corridor.
-
E.
Harare–Beitbridge highway
The Harare–Beitbridge highway is a major arterial road in Zimbabwe that links the capital Harare with the Beitbridge border post to South Africa, serving as a key regional trade and 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: A1 Highway (Botswana) Triple: [Plumtree Border Post, roadConnection, A1 Highway (Botswana)]
Generated description
The A1 Highway in Botswana is a major north–south arterial road that forms part of the regional route linking Zimbabwe and South Africa through Botswana, connecting key cities such as Francistown and Gaborone.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: A1 Highway (Botswana) Target entity description: The A1 Highway in Botswana is a major north–south arterial road that forms part of the regional route linking Zimbabwe and South Africa through Botswana, connecting key cities such as Francistown and Gaborone.
-
A.
A2 road in Botswana
The A2 road in Botswana is a major highway forming part of the Trans-Kalahari Corridor, linking Botswana with Namibia and South Africa across the Kalahari Desert.
-
B.
National Route N10
National Route N10 is a major east–west highway in southern Morocco that links coastal and inland cities, including the area around Aït Melloul.
-
C.
National Route N1
National Route N1 is a major Moroccan highway that runs along the Atlantic coast, linking key cities and regions in the country’s southwest and north.
-
D.
Harare–Chirundu highway
The Harare–Chirundu highway is a major road in Zimbabwe that connects the capital city Harare with the Chirundu border post on the frontier with Zambia, serving as a key regional trade and transport corridor.
-
E.
Harare–Beitbridge highway
The Harare–Beitbridge highway is a major arterial road in Zimbabwe that links the capital Harare with the Beitbridge border post to South Africa, serving as a key regional trade and 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_69d6aacb1f0881908c84a349fd1be047 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e9fd38308190a5458be1bfcc89ea |
completed | April 9, 2026, 6:03 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e526236b688190aca4f2400a12e726 |
completed | April 19, 2026, 6:59 p.m. |
| NEDg | Description generation | batch_69e52c83768c819086ebfd870ad81998 |
completed | April 19, 2026, 7:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e531d0ab5881909814160b86c8e76b |
completed | April 19, 2026, 7:49 p.m. |
Created at: April 8, 2026, 9:32 p.m.