Triple

T23143216
Position Surface form Disambiguated ID Type / Status
Subject South African National Route network E577516 entity
Predicate includesRoute P4374 FINISHED
Object N27
N27 is a designated national route within South Africa’s primary highway network, facilitating regional connectivity and long-distance road travel.
 E1574419 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: N27 | Statement: [South African National Route network, includesRoute, N27]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: N27
Context triple: [South African National Route network, includesRoute, N27]
  • A. N277
    N277 is a designated road or route that provides vehicular access to the Mill.
  • B. N271
    N271 is a regional road in the Netherlands that runs through the province of Limburg, connecting several towns and villages along the Maas river.
  • C. N278
    N278 is a regional road in the Netherlands that connects several towns and provides access to the village of Margraten in the province of Limburg.
  • D. N272
    N272 is a regional road in the Netherlands that serves as a key connection route in the province of North Brabant, including access to the village of Sint Anthonis.
  • E. N207
    N207 is a regional Dutch roadway that serves as a key access route connecting the village of Langeraar to the surrounding road network.
  • 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: N27
Triple: [South African National Route network, includesRoute, N27]
Generated description
N27 is a designated national route within South Africa’s primary highway network, facilitating regional connectivity and long-distance road travel.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: N27
Target entity description: N27 is a designated national route within South Africa’s primary highway network, facilitating regional connectivity and long-distance road travel.
  • A. N277
    N277 is a designated road or route that provides vehicular access to the Mill.
  • B. N271
    N271 is a regional road in the Netherlands that runs through the province of Limburg, connecting several towns and villages along the Maas river.
  • C. N278
    N278 is a regional road in the Netherlands that connects several towns and provides access to the village of Margraten in the province of Limburg.
  • D. N272
    N272 is a regional road in the Netherlands that serves as a key connection route in the province of North Brabant, including access to the village of Sint Anthonis.
  • E. N207
    N207 is a regional Dutch roadway that serves as a key access route connecting the village of Langeraar to the surrounding road network.
  • 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.