Triple

T4622117
Position Surface form Disambiguated ID Type / Status
Subject Auckland Harbour Bridge E101009 entity
Predicate maintainedBy P86 FINISHED
Object Waka Kotahi NZ Transport Agency
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.
E456546 NE FINISHED

How this triple was built (4 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 Harbour Bridge, maintainedBy, 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 Harbour Bridge, maintainedBy, Waka Kotahi NZ Transport Agency]
  • A. 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.
  • B. Auckland One Rail
    Auckland One Rail is the company responsible for operating Auckland’s metropolitan passenger rail services.
  • C. Ports of Auckland Limited
    Ports of Auckland Limited is the company responsible for managing and operating Auckland’s main commercial seaport, a key hub for New Zealand’s maritime trade.
  • D. New Zealand State Highway 1
    New Zealand State Highway 1 is the country’s primary north–south transport artery, running the length of New Zealand’s main islands and linking major cities and regions.
  • E. Wellington Cable Car
    The Wellington Cable Car is a historic funicular railway in New Zealand’s capital that runs between downtown Wellington and the hilltop suburb of Kelburn, offering scenic views over the city and harbor.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Waka Kotahi NZ Transport Agency
Triple: [Auckland Harbour Bridge, maintainedBy, Waka Kotahi NZ Transport Agency]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Waka Kotahi NZ Transport Agency
Target entity description: 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.
  • A. 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.
  • B. Auckland One Rail
    Auckland One Rail is the company responsible for operating Auckland’s metropolitan passenger rail services.
  • C. Ports of Auckland Limited
    Ports of Auckland Limited is the company responsible for managing and operating Auckland’s main commercial seaport, a key hub for New Zealand’s maritime trade.
  • D. New Zealand State Highway 1
    New Zealand State Highway 1 is the country’s primary north–south transport artery, running the length of New Zealand’s main islands and linking major cities and regions.
  • E. Wellington Cable Car
    The Wellington Cable Car is a historic funicular railway in New Zealand’s capital that runs between downtown Wellington and the hilltop suburb of Kelburn, offering scenic views over the city and harbor.
  • F. None of above. chosen

Provenance (5 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_69bd43d0497c8190ac23c65c5804846a completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd5a0374308190aeaffc9d866a3742 completed March 20, 2026, 2:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdfa9b38f08190b7d96d9d72495cb9 completed March 21, 2026, 1:55 a.m.
NEDg Description generation batch_69bdfb385ccc8190ab8de82c6df645cf completed March 21, 2026, 1:58 a.m.
NED2 Entity disambiguation (via description) batch_69bdfbcdb6d881909feb3a6be81a567f completed March 21, 2026, 2 a.m.
Created at: March 20, 2026, 1:12 p.m.