Triple

T18972986
Position Surface form Disambiguated ID Type / Status
Subject Auckland Regional Land Transport Plan E464218 entity
Predicate preparedInConsultationWith P20388 FINISHED
Object Waka Kotahi NZ Transport Agency — 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: Waka Kotahi NZ Transport Agency | Statement: [Auckland Regional Land Transport Plan, preparedInConsultationWith, Waka Kotahi NZ Transport Agency]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Waka Kotahi NZ Transport Agency
Context triple: [Auckland Regional Land Transport Plan, preparedInConsultationWith, Waka Kotahi NZ Transport Agency]
  • A. Waka Kotahi NZ Transport Agency chosen
    Waka Kotahi NZ Transport Agency is the New Zealand government agency responsible for the country’s land transport system, including planning, funding, and managing key road infrastructure.
  • B. Auckland Transport
    Auckland Transport is the council-controlled organisation responsible for planning, operating, and managing the public transport and local road network in the Auckland region of New Zealand.
  • C. Auckland One Rail
    Auckland One Rail is the company responsible for operating Auckland’s metropolitan passenger rail services.
  • D. KiwiRail
    KiwiRail is New Zealand’s state-owned rail operator responsible for the country’s national rail network and freight and passenger rail services.
  • E. Tātaki Auckland Unlimited
    Tātaki Auckland Unlimited is Auckland Council’s economic and cultural agency responsible for driving the region’s tourism, events, investment, and cultural development.
  • 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: preparedInConsultationWith
Context triple: [Auckland Regional Land Transport Plan, preparedInConsultationWith, Waka Kotahi NZ Transport Agency]
  • A. requiresConsultationWith
    Indicates that performing an action or making a decision depends on first obtaining input, approval, or advice from a specified party.
  • B. consulted chosen
    Indicates that one entity sought advice, information, or guidance from another entity.
  • C. consultsOn
    Indicates that one entity provides expert advice, guidance, or professional input to another entity regarding a specific subject, project, or decision.
  • D. appointedInConsultationWith
    Indicates that an entity is appointed to a role or position through a process of consultation with another specified party or parties.
  • E. preparedAt
    Indicates the time or place at which something was prepared or made ready.
  • 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_69d8dd008af48190a97ff1c6488edf1b completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5d61cb3ac8190bfe29104166fa090 completed April 20, 2026, 7:30 a.m.
PD Predicate disambiguation batch_69e4a2f437648190b85650dae8885d48 completed April 19, 2026, 9:40 a.m.
Created at: April 10, 2026, noon