Triple

T17165657
Position Surface form Disambiguated ID Type / Status
Subject Ngāti Tūwharetoa E416601 entity
Predicate hasHapū P96966 FINISHED
Object Ngāti Tahu
Ngāti Tahu is a Māori hapū (sub-tribe) of the central North Island of New Zealand, affiliated with the iwi Ngāti Tūwharetoa.
 E1314929 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 | Statement: [Ngāti Tūwharetoa, hasHapū, Ngāti Tahu]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ngāti Tahu
Context triple: [Ngāti Tūwharetoa, hasHapū, Ngāti Tahu]
  • A. 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).
  • B. Ngāi Tahu iwi
    Ngāi Tahu iwi is a major Māori tribe of New Zealand’s South Island, known for its extensive ancestral lands, rich cultural heritage, and significant role in contemporary Treaty of Waitangi settlements.
  • C. Ngāti Pikiao
    Ngāti Pikiao is a Māori iwi (tribe) of the Te Arawa confederation, traditionally based around the Rotorua and Rotoiti lakes region in New Zealand’s North Island.
  • D. Ngāti Tapu
    Ngāti Tapu is a hapū (sub-tribe) of the Ngāi Te Rangi iwi, a Māori tribal group from the Tauranga Moana region of Aotearoa New Zealand.
  • E. Ngāti Haumia
    Ngāti Haumia is a hapū (sub-tribe) of the Ngāti Toa Rangatira iwi, a Māori tribal group of Aotearoa New Zealand.
  • 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
Triple: [Ngāti Tūwharetoa, hasHapū, Ngāti Tahu]
Generated description
Ngāti Tahu is a Māori hapū (sub-tribe) of the central North Island of New Zealand, affiliated with the iwi Ngāti Tūwharetoa.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ngāti Tahu
Target entity description: Ngāti Tahu is a Māori hapū (sub-tribe) of the central North Island of New Zealand, affiliated with the iwi Ngāti Tūwharetoa.
  • A. 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).
  • B. Ngāi Tahu iwi
    Ngāi Tahu iwi is a major Māori tribe of New Zealand’s South Island, known for its extensive ancestral lands, rich cultural heritage, and significant role in contemporary Treaty of Waitangi settlements.
  • C. Ngāti Pikiao
    Ngāti Pikiao is a Māori iwi (tribe) of the Te Arawa confederation, traditionally based around the Rotorua and Rotoiti lakes region in New Zealand’s North Island.
  • D. Ngāti Tapu
    Ngāti Tapu is a hapū (sub-tribe) of the Ngāi Te Rangi iwi, a Māori tribal group from the Tauranga Moana region of Aotearoa New Zealand.
  • E. Ngāti Haumia
    Ngāti Haumia is a hapū (sub-tribe) of the Ngāti Toa Rangatira iwi, a Māori tribal group of Aotearoa New Zealand.
  • 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_69d886d279c081909f8ff1f743ddeb69 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3f914a0748190b2658edbe576ea2d completed April 18, 2026, 9:35 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03b3dc7df08190a6c3a2d15f733b52 completed May 12, 2026, 11:12 p.m.
NEDg Description generation batch_6a03b4e282b88190a572e46468a9119f completed May 12, 2026, 11:16 p.m.
NED2 Entity disambiguation (via description) batch_6a03b58052a48190b4e6afb5098c3e51 completed May 12, 2026, 11:19 p.m.
Created at: April 10, 2026, 5:37 a.m.