Triple

T18312570
Position Surface form Disambiguated ID Type / Status
Subject Great Barrier Island E438663 entity
Predicate traditionalOwners P14954 FINISHED
Object Ngāti Rehua Ngātiwai ki Aotea
Ngāti Rehua Ngātiwai ki Aotea is a Māori iwi (tribal group) associated with Aotea (Great Barrier Island) and affiliated with the wider Ngātiwai confederation in Aotearoa New Zealand.
E1393595 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 Rehua Ngātiwai ki Aotea | Statement: [Great Barrier Island, traditionalOwners, Ngāti Rehua Ngātiwai ki Aotea]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ngāti Rehua Ngātiwai ki Aotea
Context triple: [Great Barrier Island, traditionalOwners, Ngāti Rehua Ngātiwai ki Aotea]
  • A. 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.
  • B. Ngāti Whātua
    Ngāti Whātua is a Māori iwi (tribe) of the Auckland and Northland regions of New Zealand, known for its historical prominence, land rights struggles, and central role in the development of Tāmaki Makaurau (Auckland).
  • C. Ngāti Kea Ngāti Tuara
    Ngāti Kea Ngāti Tuara is a Māori hapū (sub-tribe) of the Te Arawa confederation, traditionally based around the Rotorua region 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 Whare and Ngāti Manawa
    Ngāti Whare and Ngāti Manawa are Māori iwi (tribes) of the central North Island of New Zealand, each with distinct ancestral lands, histories, and cultural traditions.
  • 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 Rehua Ngātiwai ki Aotea
Triple: [Great Barrier Island, traditionalOwners, Ngāti Rehua Ngātiwai ki Aotea]
Generated description
Ngāti Rehua Ngātiwai ki Aotea is a Māori iwi (tribal group) associated with Aotea (Great Barrier Island) and affiliated with the wider Ngātiwai confederation in Aotearoa New Zealand.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ngāti Rehua Ngātiwai ki Aotea
Target entity description: Ngāti Rehua Ngātiwai ki Aotea is a Māori iwi (tribal group) associated with Aotea (Great Barrier Island) and affiliated with the wider Ngātiwai confederation in Aotearoa New Zealand.
  • A. 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.
  • B. Ngāti Whātua
    Ngāti Whātua is a Māori iwi (tribe) of the Auckland and Northland regions of New Zealand, known for its historical prominence, land rights struggles, and central role in the development of Tāmaki Makaurau (Auckland).
  • C. Ngāti Kea Ngāti Tuara
    Ngāti Kea Ngāti Tuara is a Māori hapū (sub-tribe) of the Te Arawa confederation, traditionally based around the Rotorua region 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 Whare and Ngāti Manawa
    Ngāti Whare and Ngāti Manawa are Māori iwi (tribes) of the central North Island of New Zealand, each with distinct ancestral lands, histories, and cultural traditions.
  • 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_69d8b916a2d081909e249e4902f6aad9 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e5021a96b48190976273be3ff3e5c6 completed April 19, 2026, 4:26 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07bd4725608190b1af4b9d64e362a8 completed May 16, 2026, 12:41 a.m.
NEDg Description generation batch_6a07bdd25abc81908dac2444f7a9625e completed May 16, 2026, 12:44 a.m.
NED2 Entity disambiguation (via description) batch_6a07be58e4088190a01c67b21b5ca34d completed May 16, 2026, 12:46 a.m.
Created at: April 10, 2026, 10:36 a.m.