Triple

T6712654
Position Surface form Disambiguated ID Type / Status
Subject Newcastle (KwaZulu-Natal) E153183 entity
Predicate locatedOnTransportRoute P2409 FINISHED
Object 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.
 E613467 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: N11 national road | Statement: [Newcastle (KwaZulu-Natal), locatedOnTransportRoute, N11 national road]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: N11 national road
Context triple: [Newcastle (KwaZulu-Natal), locatedOnTransportRoute, N11 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. 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.
  • 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. 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.
  • E. N11 road
    The N11 road is a major national primary route in Ireland that connects Dublin to Wexford, serving numerous suburbs and towns along the east coast.
  • 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: N11 national road
Triple: [Newcastle (KwaZulu-Natal), locatedOnTransportRoute, N11 national road]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: N11 national road
Target entity description: 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.
  • 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. 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.
  • 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. 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.
  • E. N11 road
    The N11 road is a major national primary route in Ireland that connects Dublin to Wexford, serving numerous suburbs and towns along the east coast.
  • 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_69c6d121a92c8190a03f384a8aba84da completed March 27, 2026, 6:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69c700948788819087f9b466be337286 completed March 27, 2026, 10:11 p.m.
NEDg Description generation batch_69c703ad7e0c81908da32c96806f3b07 completed March 27, 2026, 10:24 p.m.
NED2 Entity disambiguation (via description) batch_69c7042f23408190b06faafcb3251276 completed March 27, 2026, 10:26 p.m.
Created at: March 27, 2026, 2:07 p.m.