Triple
T11476936
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mmabatho |
E272045
|
entity |
| Predicate | roadConnection |
P385
|
FINISHED |
| Object |
N18 national route
The N18 national route is a major South African highway in the North West province that links the city of Mahikeng (near Mmabatho) to other regional and cross-border routes toward Botswana.
|
E927602
|
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: N18 national route | Statement: [Mmabatho, roadConnection, N18 national route]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: N18 national route Context triple: [Mmabatho, roadConnection, N18 national route]
-
A.
N8 national route
The N8 national route is a major South African highway that runs east–west across the country, linking key inland cities and facilitating regional trade and travel.
-
B.
National Route 15
National Route 15 was a former Australian national highway designation that primarily followed the New England Highway corridor between New South Wales and Queensland.
-
C.
National Route 168
National Route 168 is a major Japanese national highway that runs through the Kansai region, connecting cities in Nara and Wakayama Prefectures.
-
D.
National Route 17
National Route 17 is a major South Korean highway that runs north–south across the country, connecting multiple cities and regions including Eumseong County.
-
E.
National Route 17
National Route 17 is a major Japanese highway connecting central Tokyo with Niigata Prefecture, running through Saitama Prefecture and serving cities such as Ageo.
- 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: N18 national route Triple: [Mmabatho, roadConnection, N18 national route]
Generated description
The N18 national route is a major South African highway in the North West province that links the city of Mahikeng (near Mmabatho) to other regional and cross-border routes toward Botswana.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: N18 national route Target entity description: The N18 national route is a major South African highway in the North West province that links the city of Mahikeng (near Mmabatho) to other regional and cross-border routes toward Botswana.
-
A.
N8 national route
The N8 national route is a major South African highway that runs east–west across the country, linking key inland cities and facilitating regional trade and travel.
-
B.
National Route 15
National Route 15 was a former Australian national highway designation that primarily followed the New England Highway corridor between New South Wales and Queensland.
-
C.
National Route 168
National Route 168 is a major Japanese national highway that runs through the Kansai region, connecting cities in Nara and Wakayama Prefectures.
-
D.
National Route 17
National Route 17 is a major South Korean highway that runs north–south across the country, connecting multiple cities and regions including Eumseong County.
-
E.
National Route 17
National Route 17 is a major Japanese highway connecting central Tokyo with Niigata Prefecture, running through Saitama Prefecture and serving cities such as Ageo.
- 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_69d6aae0c8d881908a5a360c0be3242e |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d8294e0fe08190b018e840146e27ca |
completed | April 9, 2026, 10:33 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e5e965eebc8190822247b1abc13483 |
completed | April 20, 2026, 8:52 a.m. |
| NEDg | Description generation | batch_69e5f15b37c8819083d9275ceb7b3806 |
completed | April 20, 2026, 9:26 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e5f89dd4bc8190b0cccab8414a03aa |
completed | April 20, 2026, 9:57 a.m. |
Created at: April 8, 2026, 9:36 p.m.