Triple

T6717620
Position Surface form Disambiguated ID Type / Status
Subject Nkomazi region E153310 entity
Predicate roadConnection P385 FINISHED
Object N4 national road
The N4 national road is a major highway in South Africa that forms part of the Maputo Corridor, linking the interior economic hubs to the Mozambican port city of Maputo and passing through regions such as Nkomazi.
E616266 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 national road | Statement: [Nkomazi region, roadConnection, N4 national road]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: N4 national road
Context triple: [Nkomazi region, roadConnection, N4 national road]
  • A. N1 national road
    The N1 national road is a major South African highway forming part of the primary north–south route connecting Cape Town, Johannesburg, and the Zimbabwean border.
  • B. N2 national road
    The N2 national road is a major South African highway running along the coast and connecting key cities and regions, including the Eastern Cape.
  • C. N9 national road
    The N9 national road is a major route in South Africa’s numbered road network, connecting key towns and regions in the country’s interior.
  • D. N11 national road
    The N11 national road is a major South African route running roughly north–south, linking KwaZulu-Natal with inland provinces and facilitating regional trade and travel.
  • E. N10 national road
    The N10 national road is a major South African highway that runs inland between the Eastern Cape and Northern Cape, linking coastal cities like Port Elizabeth with the interior.
  • 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 national road
Triple: [Nkomazi region, roadConnection, N4 national road]
Generated description
The N4 national road is a major highway in South Africa that forms part of the Maputo Corridor, linking the interior economic hubs to the Mozambican port city of Maputo and passing through regions such as Nkomazi.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: N4 national road
Target entity description: The N4 national road is a major highway in South Africa that forms part of the Maputo Corridor, linking the interior economic hubs to the Mozambican port city of Maputo and passing through regions such as Nkomazi.
  • A. N1 national road
    The N1 national road is a major South African highway forming part of the primary north–south route connecting Cape Town, Johannesburg, and the Zimbabwean border.
  • B. N2 national road
    The N2 national road is a major South African highway running along the coast and connecting key cities and regions, including the Eastern Cape.
  • C. N9 national road
    The N9 national road is a major route in South Africa’s numbered road network, connecting key towns and regions in the country’s interior.
  • D. N11 national road
    The N11 national road is a major South African route running roughly north–south, linking KwaZulu-Natal with inland provinces and facilitating regional trade and travel.
  • E. N10 national road
    The N10 national road is a major South African highway that runs inland between the Eastern Cape and Northern Cape, linking coastal cities like Port Elizabeth with the interior.
  • 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_69c68809b4608190a2509ddb5ab87f05 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d12765a48190b485176dc2ffa0fa completed March 27, 2026, 6:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69c70afa805c819098312fc0d06ec115 completed March 27, 2026, 10:55 p.m.
NEDg Description generation batch_69c70d3a298881908260da6ad2ddfb48 completed March 27, 2026, 11:05 p.m.
NED2 Entity disambiguation (via description) batch_69c70d8901088190a3ab5c7f0af8398c completed March 27, 2026, 11:06 p.m.
Created at: March 27, 2026, 2:07 p.m.