Triple

T23143228
Position Surface form Disambiguated ID Type / Status
Subject South African National Route network E577516 entity
Predicate includesRoute P4374 FINISHED
Object N43
N43 is a designated national route within South Africa’s numbered highway system.
 E1574427 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: N43 | Statement: [South African National Route network, includesRoute, N43]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: N43
Context triple: [South African National Route network, includesRoute, N43]
  • A. N40
    N40 is a major national primary road in County Cork, Ireland, forming part of the city’s southern ring route and linking key radial routes around Cork.
  • B. N34
    N34 is a regional road in the Netherlands that connects several towns and villages in the northeastern part of the country.
  • C. N4
    N4 is a major national highway in South Africa that forms part of the key east–west transport corridor linking Gauteng to Botswana and Mozambique.
  • D. N4
    N4 is the station code used to identify the Midtown station on Atlanta’s MARTA rapid transit system.
  • E. F43
    F43 is the pennant number of HMS Tartar, a Royal Navy Tribal-class destroyer that served prominently during the Second World War.
  • 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: N43
Triple: [South African National Route network, includesRoute, N43]
Generated description
N43 is a designated national route within South Africa’s numbered highway system.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: N43
Target entity description: N43 is a designated national route within South Africa’s numbered highway system.
  • A. N40
    N40 is a major national primary road in County Cork, Ireland, forming part of the city’s southern ring route and linking key radial routes around Cork.
  • B. N34
    N34 is a regional road in the Netherlands that connects several towns and villages in the northeastern part of the country.
  • C. N4
    N4 is a major national highway in South Africa that forms part of the key east–west transport corridor linking Gauteng to Botswana and Mozambique.
  • D. N4
    N4 is the station code used to identify the Midtown station on Atlanta’s MARTA rapid transit system.
  • E. F43
    F43 is the pennant number of HMS Tartar, a Royal Navy Tribal-class destroyer that served prominently during the Second World War.
  • 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_69e245f8e6248190ba3d58e068b4dccb completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f18ecc3710819088ac5d72dad0459a completed April 29, 2026, 4:53 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c3091b7b8819083d7fd257275bdd0 completed May 19, 2026, 9:42 a.m.
NEDg Description generation batch_6a0c317030c481908991f978ca15085e completed May 19, 2026, 9:46 a.m.
NED2 Entity disambiguation (via description) batch_6a0c322595308190b33c9e09fb26c2cc completed May 19, 2026, 9:49 a.m.
Created at: April 17, 2026, 4 p.m.