Triple

T2897694
Position Surface form Disambiguated ID Type / Status
Subject Kimberley E63980 entity
Predicate roadConnection P385 FINISHED
Object N12 national route
The N12 national route is a major South African highway that runs roughly northeast–southwest, linking key cities such as Johannesburg, Kimberley, and George.
 E307712 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: N12 national route | Statement: [Kimberley, roadConnection, N12 national route]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: N12 national route
Context triple: [Kimberley, roadConnection, N12 national route]
  • A. N125 road
    The N125 road is a major regional route in Portugal’s Algarve region that runs parallel to the A22 motorway, connecting numerous coastal towns and cities.
  • B. N3 national route
    The N3 national route is a major South African highway linking Johannesburg and Durban, serving as a key economic and transport corridor between the interior and the coast.
  • C. N12 road
    The N12 road is a major French national highway in Brittany that links the city of Brest with other key urban centers in the region.
  • D. 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.
  • E. 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.
  • 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: N12 national route
Triple: [Kimberley, roadConnection, N12 national route]
Generated description
The N12 national route is a major South African highway that runs roughly northeast–southwest, linking key cities such as Johannesburg, Kimberley, and George.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: N12 national route
Target entity description: The N12 national route is a major South African highway that runs roughly northeast–southwest, linking key cities such as Johannesburg, Kimberley, and George.
  • A. N125 road
    The N125 road is a major regional route in Portugal’s Algarve region that runs parallel to the A22 motorway, connecting numerous coastal towns and cities.
  • B. N3 national route
    The N3 national route is a major South African highway linking Johannesburg and Durban, serving as a key economic and transport corridor between the interior and the coast.
  • C. N12 road
    The N12 road is a major French national highway in Brittany that links the city of Brest with other key urban centers in the region.
  • D. 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.
  • E. 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.
  • 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_69ab4c45822c8190830c5f2bb97bcfd0 completed March 6, 2026, 9:51 p.m.
NER Named-entity recognition batch_69abe08fe3248190a6bb7de2a2c317b1 completed March 7, 2026, 8:23 a.m.
NED1 Entity disambiguation (via context triple) batch_69b03188d84081909e23b46c2f75250b completed March 10, 2026, 2:58 p.m.
NEDg Description generation batch_69b036ef40188190880dfe3592107b0e completed March 10, 2026, 3:21 p.m.
NED2 Entity disambiguation (via description) batch_69b03bca591c81908b3734cc8f2e712b completed March 10, 2026, 3:42 p.m.
Created at: March 6, 2026, 10:08 p.m.