Triple

T7373765
Position Surface form Disambiguated ID Type / Status
Subject Ngāi Tahu E170072 entity
Predicate hasCorporateArm P18293 FINISHED
Object Ngāi Tahu Holdings
Ngāi Tahu Holdings is the commercial investment company of the Ngāi Tahu iwi, managing a diversified portfolio across sectors such as property, tourism, seafood, and primary industries to generate long-term returns for its tribal beneficiaries.
E660614 NE FINISHED

How this triple was built (5 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: Ngāi Tahu Holdings | Statement: [Ngāi Tahu, hasCorporateArm, Ngāi Tahu Holdings]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ngāi Tahu Holdings
Context triple: [Ngāi Tahu, hasCorporateArm, Ngāi Tahu Holdings]
  • A. Awabakal Ltd
    Awabakal Ltd is an Aboriginal community-controlled organisation representing and providing services for the Awabakal people of the Newcastle and Lake Macquarie region in New South Wales, Australia.
  • B. Gumatj Corporation
    Gumatj Corporation is an Aboriginal-owned enterprise based in the Nhulunbuy region of Australia’s Northern Territory, focused on economic development, land management, and community services for the Gumatj people.
  • 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. Furneaux Group
    The Furneaux Group is a cluster of islands in southeastern Australia, situated between Tasmania and mainland Australia, known for its rugged coastlines, wildlife, and remote communities.
  • E. JSE Limited
    JSE Limited is the Johannesburg-based stock exchange and the primary securities market for South Africa and much of the African continent.
  • 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: Ngāi Tahu Holdings
Triple: [Ngāi Tahu, hasCorporateArm, Ngāi Tahu Holdings]
Generated description
Ngāi Tahu Holdings is the commercial investment company of the Ngāi Tahu iwi, managing a diversified portfolio across sectors such as property, tourism, seafood, and primary industries to generate long-term returns for its tribal beneficiaries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ngāi Tahu Holdings
Target entity description: Ngāi Tahu Holdings is the commercial investment company of the Ngāi Tahu iwi, managing a diversified portfolio across sectors such as property, tourism, seafood, and primary industries to generate long-term returns for its tribal beneficiaries.
  • A. Awabakal Ltd
    Awabakal Ltd is an Aboriginal community-controlled organisation representing and providing services for the Awabakal people of the Newcastle and Lake Macquarie region in New South Wales, Australia.
  • B. Gumatj Corporation
    Gumatj Corporation is an Aboriginal-owned enterprise based in the Nhulunbuy region of Australia’s Northern Territory, focused on economic development, land management, and community services for the Gumatj people.
  • 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. Furneaux Group
    The Furneaux Group is a cluster of islands in southeastern Australia, situated between Tasmania and mainland Australia, known for its rugged coastlines, wildlife, and remote communities.
  • E. JSE Limited
    JSE Limited is the Johannesburg-based stock exchange and the primary securities market for South Africa and much of the African continent.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasCorporateArm
Context triple: [Ngāi Tahu, hasCorporateArm, Ngāi Tahu Holdings]
  • A. isCommercialArmOf chosen
    Indicates that one entity functions as the business or revenue-generating division, subsidiary, or operational branch of another entity.
  • B. hasCorporateOffice
    Indicates that an entity maintains a formal corporate office at a specified location or within another organizational entity.
  • C. hasCorporatePresence
    Indicates that an organization maintains an official operational or business presence (such as offices, facilities, or legal registration) in a particular location or context.
  • D. hasIndustrialCompany
    Indicates that one entity possesses, controls, or is associated with an industrial company.
  • E. nationalCompanyOf
    Indicates that a company operates as the primary or officially recognized national company of a specified country or nation.
  • F. None of above.

Provenance (6 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_69c68a5bfaac81909ce7f001dfb70c76 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f1a6643c81909d626c8b6a7a11fd completed March 27, 2026, 9:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69c802ce8e408190946637d04083521c completed March 28, 2026, 4:33 p.m.
NEDg Description generation batch_69c80739a09c819096267cc415e3655e completed March 28, 2026, 4:52 p.m.
NED2 Entity disambiguation (via description) batch_69c80810aff481909f4ac43f72101eb7 completed March 28, 2026, 4:55 p.m.
PD Predicate disambiguation batch_69c6f02ee3e08190a7a00c981129b22c completed March 27, 2026, 9:01 p.m.
Created at: March 27, 2026, 3:07 p.m.