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.