Triple

T23143251
Position Surface form Disambiguated ID Type / Status
Subject South African National Route network E577516 entity
Predicate includesRoute P4374 FINISHED
Object N83
N83 is a designated national route within South Africa’s primary highway network, facilitating regional road transport and connectivity.
 E1580123 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: N83 | Statement: [South African National Route network, includesRoute, N83]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: N83
Context triple: [South African National Route network, includesRoute, N83]
  • A. N835
    N835 is a designated regional road identified by the route number N835 within a national road network.
  • B. N830
    N830 is a regional road in the Netherlands that provides access to and from the village of Herwijnen.
  • C. N82
    N82 is a designated national route within South Africa’s numbered highway system, forming part of the country’s primary road network.
  • D. N8
    N8 is a specific neuraminidase antigenic subtype found on the surface of certain influenza A viruses, used to classify and distinguish viral strains.
  • E. N8
    N8 is a designated national highway route, commonly used to identify a major intercity road in certain countries’ transportation networks.
  • 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: N83
Triple: [South African National Route network, includesRoute, N83]
Generated description
N83 is a designated national route within South Africa’s primary highway network, facilitating regional road transport and connectivity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: N83
Target entity description: N83 is a designated national route within South Africa’s primary highway network, facilitating regional road transport and connectivity.
  • A. N835
    N835 is a designated regional road identified by the route number N835 within a national road network.
  • B. N830
    N830 is a regional road in the Netherlands that provides access to and from the village of Herwijnen.
  • C. N82
    N82 is a designated national route within South Africa’s numbered highway system, forming part of the country’s primary road network.
  • D. N8
    N8 is a specific neuraminidase antigenic subtype found on the surface of certain influenza A viruses, used to classify and distinguish viral strains.
  • E. N8
    N8 is a designated national highway route, commonly used to identify a major intercity road in certain countries’ transportation networks.
  • 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_6a0c4c6ce50c8190a49b4f3ef1d81783 completed May 19, 2026, 11:41 a.m.
NEDg Description generation batch_6a0c4f1cc11c81909859dd9837736ff6 completed May 19, 2026, 11:53 a.m.
NED2 Entity disambiguation (via description) batch_6a0c4f796b688190a8971ebd238e08f2 completed May 19, 2026, 11:54 a.m.
Created at: April 17, 2026, 4 p.m.