Triple

T18673758
Position Surface form Disambiguated ID Type / Status
Subject Waka Kotahi NZ Transport Agency E456546 entity
Predicate fundingSource P67 FINISHED
Object National Land Transport Fund 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: National Land Transport Fund | Statement: [Waka Kotahi NZ Transport Agency, fundingSource, National Land Transport Fund]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: National Land Transport Fund
Context triple: [Waka Kotahi NZ Transport Agency, fundingSource, National Land Transport Fund]
  • A. National Land Transport Network
    The National Land Transport Network is Australia’s strategically important system of major highways and rail routes that supports national freight movement and passenger travel between key cities and regions.
  • B. National Transport Commission
    The National Transport Commission is an Australian statutory body responsible for developing and coordinating national reforms to improve the safety, efficiency, and consistency of road, rail, and intermodal transport regulation.
  • C. Asian Land Transport Infrastructure Development project
    The Asian Land Transport Infrastructure Development project is a UNESCAP initiative aimed at developing and coordinating regional land transport systems across Asia, including the Asian Highway Network.
  • D. Railinfratrust
    Railinfratrust is the Dutch state-owned holding company that owns the national railway infrastructure and under which rail network manager ProRail operates.
  • E. Ministry of Land Transport and Light Rail
    The Ministry of Land Transport and Light Rail is the Mauritian government department responsible for formulating and implementing policies on road transport, traffic management, and light rail systems in Mauritius.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: National Land Transport Fund
Target entity description: The National Land Transport Fund is New Zealand’s central pool of dedicated revenue used to plan, build, operate, and maintain the country’s land transport system.
  • A. National Land Transport Network
    The National Land Transport Network is Australia’s strategically important system of major highways and rail routes that supports national freight movement and passenger travel between key cities and regions.
  • B. National Transport Commission
    The National Transport Commission is an Australian statutory body responsible for developing and coordinating national reforms to improve the safety, efficiency, and consistency of road, rail, and intermodal transport regulation.
  • C. Asian Land Transport Infrastructure Development project
    The Asian Land Transport Infrastructure Development project is a UNESCAP initiative aimed at developing and coordinating regional land transport systems across Asia, including the Asian Highway Network.
  • D. Railinfratrust
    Railinfratrust is the Dutch state-owned holding company that owns the national railway infrastructure and under which rail network manager ProRail operates.
  • E. Ministry of Land Transport and Light Rail
    The Ministry of Land Transport and Light Rail is the Mauritian government department responsible for formulating and implementing policies on road transport, traffic management, and light rail systems in Mauritius.
  • F. None of above. chosen

Provenance (2 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_69d8d38f72b4819090a935175d9ca8af completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e556b41cd881908f37bf7c85e96559 completed April 19, 2026, 10:27 p.m.
Created at: April 10, 2026, 11:48 a.m.