Triple

T17002643
Position Surface form Disambiguated ID Type / Status
Subject Te Arawa E412485 entity
Predicate hasSubgroup P747 FINISHED
Object Ngāti Tahu-Ngāti Whaoa
Ngāti Tahu-Ngāti Whaoa is a Māori iwi (tribe) of the central North Island of New Zealand, with ancestral ties to the Te Arawa confederation and traditional lands around the upper Waikato River and geothermal regions.
E1290682 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: Ngāti Tahu-Ngāti Whaoa | Statement: [Te Arawa, hasSubgroup, Ngāti Tahu-Ngāti Whaoa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ngāti Tahu-Ngāti Whaoa
Context triple: [Te Arawa, hasSubgroup, Ngāti Tahu-Ngāti Whaoa]
  • A. Ngāti Te Whiti
    Ngāti Te Whiti is a hapū (sub-tribe) of the Te Atiawa iwi, traditionally associated with the Taranaki region of Aotearoa New Zealand.
  • B. Ngāti Tāwhirikura
    Ngāti Tāwhirikura is a Māori hapū (sub-tribe) of the Te Atiawa iwi, traditionally based in the Taranaki region of Aotearoa New Zealand.
  • C. Ngāti Te Wehi
    Ngāti Te Wehi is a Māori hapū (subtribe) of the Waikato-Tainui confederation, traditionally associated with the west coast region of the North Island of New Zealand.
  • D. Ngāti Whakaue
    Ngāti Whakaue is a Māori iwi (tribe) of the Te Arawa confederation in the Rotorua region of New Zealand, known for its significant role in local governance, land issues, and cultural leadership.
  • E. Ngāti Pāhauwera
    Ngāti Pāhauwera is a Māori iwi (tribe) from the northern Hawke’s Bay region of New Zealand, known for its ancestral ties to the Mohaka and Waikari river areas and its involvement in historical land and resource claims.
  • 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: Ngāti Tahu-Ngāti Whaoa
Triple: [Te Arawa, hasSubgroup, Ngāti Tahu-Ngāti Whaoa]
Generated description
Ngāti Tahu-Ngāti Whaoa is a Māori iwi (tribe) of the central North Island of New Zealand, with ancestral ties to the Te Arawa confederation and traditional lands around the upper Waikato River and geothermal regions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ngāti Tahu-Ngāti Whaoa
Target entity description: Ngāti Tahu-Ngāti Whaoa is a Māori iwi (tribe) of the central North Island of New Zealand, with ancestral ties to the Te Arawa confederation and traditional lands around the upper Waikato River and geothermal regions.
  • A. Ngāti Te Whiti
    Ngāti Te Whiti is a hapū (sub-tribe) of the Te Atiawa iwi, traditionally associated with the Taranaki region of Aotearoa New Zealand.
  • B. Ngāti Tāwhirikura
    Ngāti Tāwhirikura is a Māori hapū (sub-tribe) of the Te Atiawa iwi, traditionally based in the Taranaki region of Aotearoa New Zealand.
  • C. Ngāti Te Wehi
    Ngāti Te Wehi is a Māori hapū (subtribe) of the Waikato-Tainui confederation, traditionally associated with the west coast region of the North Island of New Zealand.
  • D. Ngāti Whakaue
    Ngāti Whakaue is a Māori iwi (tribe) of the Te Arawa confederation in the Rotorua region of New Zealand, known for its significant role in local governance, land issues, and cultural leadership.
  • E. Ngāti Pāhauwera
    Ngāti Pāhauwera is a Māori iwi (tribe) from the northern Hawke’s Bay region of New Zealand, known for its ancestral ties to the Mohaka and Waikari river areas and its involvement in historical land and resource claims.
  • 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_69d886cb581c8190ab05f4b429c9cd85 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d37f8ba88190b8d32a1d09b6e6fd completed April 18, 2026, 6:54 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0306df0fdc81908fd365dd599ef36f completed May 12, 2026, 10:54 a.m.
NEDg Description generation batch_6a03077c2f388190bcb034be8b395d72 completed May 12, 2026, 10:57 a.m.
NED2 Entity disambiguation (via description) batch_6a03084521d88190ab60f3cbdfdb0869 completed May 12, 2026, 11 a.m.
Created at: April 10, 2026, 5:32 a.m.