Triple

T16700471
Position Surface form Disambiguated ID Type / Status
Subject B2 national road E405832 entity
Predicate maintainedBy P86 FINISHED
Object Roads Authority Namibia E890076 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: Roads Authority Namibia | Statement: [B2 national road, maintainedBy, Roads Authority Namibia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Roads Authority Namibia
Context triple: [B2 national road, maintainedBy, Roads Authority Namibia]
  • A. Roads Authority Namibia chosen
    Roads Authority Namibia is the state-owned agency responsible for managing and maintaining Namibia’s national road network and related infrastructure.
  • B. 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.
  • C. B2 road in Namibia
    The B2 road in Namibia is a major national highway linking the coastal city of Walvis Bay to the interior and forming part of the Trans-Kalahari Corridor that connects Namibia with Botswana and South Africa.
  • D. South African regional road network
    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.
  • E. Zimbabwe National Roads Administration
    The Zimbabwe National Roads Administration is the government agency responsible for managing, maintaining, and developing Zimbabwe’s national road network and related infrastructure.
  • 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_69d8838db21081909589220fd71440a4 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3833195948190801268a1053060d9 completed April 18, 2026, 1:12 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0091a0dee08190a67ed5df2008c91e completed May 10, 2026, 2:09 p.m.
Created at: April 10, 2026, 5:19 a.m.