Triple

T17288084
Position Surface form Disambiguated ID Type / Status
Subject Te Arawa iwi E419709 entity
Predicate hasOrganisation P27738 FINISHED
Object Te Arawa Group Holdings
Te Arawa Group Holdings is the commercial investment and asset management company for the Te Arawa iwi in New Zealand.
E1260107 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: Te Arawa Group Holdings | Statement: [Te Arawa iwi, hasOrganisation, Te Arawa Group Holdings]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Te Arawa Group Holdings
Context triple: [Te Arawa iwi, hasOrganisation, Te Arawa Group Holdings]
  • A. Ngāti Awa Group Holdings Limited
    Ngāti Awa Group Holdings Limited is the commercial investment and asset management arm of the Ngāti Awa iwi, overseeing business ventures to support the tribe’s economic development and wellbeing.
  • B. Tainui Group Holdings
    Tainui Group Holdings is the commercial investment company of the Waikato-Tainui iwi, managing and growing its asset base through property, infrastructure, and diversified investments.
  • C. 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.
  • D. Te Atiawa Iwi Holdings
    Te Atiawa Iwi Holdings is the commercial and investment arm of the Te Atiawa iwi, managing assets and generating returns to support the iwi’s long-term economic and social wellbeing.
  • E. Shaw Group
    Shaw Group is a former Louisiana-based engineering and construction firm known for its work in energy, environmental, and infrastructure projects.
  • 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: Te Arawa Group Holdings
Triple: [Te Arawa iwi, hasOrganisation, Te Arawa Group Holdings]
Generated description
Te Arawa Group Holdings is the commercial investment and asset management company for the Te Arawa iwi in New Zealand.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Te Arawa Group Holdings
Target entity description: Te Arawa Group Holdings is the commercial investment and asset management company for the Te Arawa iwi in New Zealand.
  • A. Ngāti Awa Group Holdings Limited
    Ngāti Awa Group Holdings Limited is the commercial investment and asset management arm of the Ngāti Awa iwi, overseeing business ventures to support the tribe’s economic development and wellbeing.
  • B. Tainui Group Holdings
    Tainui Group Holdings is the commercial investment company of the Waikato-Tainui iwi, managing and growing its asset base through property, infrastructure, and diversified investments.
  • C. 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.
  • D. Te Atiawa Iwi Holdings
    Te Atiawa Iwi Holdings is the commercial and investment arm of the Te Atiawa iwi, managing assets and generating returns to support the iwi’s long-term economic and social wellbeing.
  • E. Shaw Group
    Shaw Group is a former Louisiana-based engineering and construction firm known for its work in energy, environmental, and infrastructure projects.
  • 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_69d886db32608190a61e18862c5a8af6 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e43780fad88190b82193c8335e2f11 completed April 19, 2026, 2:01 a.m.
NED1 Entity disambiguation (via context triple) batch_6a017957c738819087341bcd51b55114 completed May 11, 2026, 6:38 a.m.
NEDg Description generation batch_6a0179f16af481909f409adb5367f021 completed May 11, 2026, 6:40 a.m.
NED2 Entity disambiguation (via description) batch_6a017ad8480881909ca9a9982585b08d completed May 11, 2026, 6:44 a.m.
Created at: April 10, 2026, 5:40 a.m.