Triple

T12056400
Position Surface form Disambiguated ID Type / Status
Subject National Route N2 E287053 entity
Predicate partOf P40 FINISHED
Object South African national road network E577516 NE FINISHED

How this triple was built (2 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 national road network | Statement: [National Route N2, partOf, South African national road network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: South African national road network
Context triple: [National Route N2, partOf, South African national road network]
  • A. South African National Route network chosen
    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 national transport network
    The South African national transport network is the integrated system of roads, railways, ports, and airports that connects major cities, industrial hubs, and regions across South Africa to support passenger travel and freight movement.
  • C. Namibian national road network
    The Namibian national road network is the country’s primary system of interconnected highways and main roads that links major towns, regions, and neighboring countries.
  • D. 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.
  • 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.

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_69d6ab4780948190bdb9f7620c2ac27e completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d9043bf0ec8190a51ef2641808320c completed April 10, 2026, 2:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69f49dea043c8190a74ffb448bbae5d0 completed May 1, 2026, 12:34 p.m.
Created at: April 8, 2026, 9:47 p.m.