Triple

T23143263
Position Surface form Disambiguated ID Type / Status
Subject South African National Route network E577516 entity
Predicate highestClassIn P34976 FINISHED
Object South African numbered route system NE NERFINISHED

How this triple was built (3 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: South African numbered route system | Statement: [South African National Route network, highestClassIn, South African numbered route system]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: South African numbered route system
Context triple: [South African National Route network, highestClassIn, South African numbered route system]
  • A. South African National Route network
    The South African National Route network is the country’s primary system of long-distance, numbered highways that connect major cities, regions, and borders for national transport and trade.
  • B. South African regional road network chosen
    The South African regional road network is a system of numbered routes that connect towns and regions across South Africa, complementing the national highways by providing intermediate-level road links.
  • C. National Route N10
    National Route N10 is a major east–west highway in southern Morocco that links coastal and inland cities, including the area around Aït Melloul.
  • D. National Route N1
    National Route N1 is a major Moroccan highway that runs along the Atlantic coast, linking key cities and regions in the country’s southwest and north.
  • E. National Route N2
    National Route N2 is a major South African highway running along the southern coast, connecting key cities and towns including those of the scenic Garden Route.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: highestClassIn
Context triple: [South African National Route network, highestClassIn, South African numbered route system]
  • A. isTheHighestClassOf
    Indicates that one entity represents the topmost or most advanced level within a hierarchy or classification to which the other entity belongs.
  • B. highestCategory chosen
    Indicates that the related entity is the topmost or most specific category to which another entity is ultimately classified or assigned.
  • C. highestRankIn
    Indicates that one entity holds the top or most senior rank within a specified group, category, or context relative to other entities.
  • D. highestOrgan
    Indicates that one entity is the organ with the highest rank, level, or position within a specified system or hierarchy relative to another entity.
  • E. hasHighest
    Indicates that one entity possesses the greatest value, rank, or level in a specified attribute or set compared to all others.
  • F. None of above.

Provenance (3 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.
PD Predicate disambiguation batch_69ef89f83b108190aaaa1db6221fc163 completed April 27, 2026, 4:08 p.m.
Created at: April 17, 2026, 4 p.m.