Triple

T17097857
Position Surface form Disambiguated ID Type / Status
Subject Ngāti Ranginui E414894 entity
Predicate hasHapū P96966 FINISHED
Object Ngāti Rangiwewehi ki Tauranga
Ngāti Rangiwewehi ki Tauranga is a hapū (sub-tribe) of the Tauranga-based iwi Ngāti Ranginui, forming part of the wider Māori tribal network in the Bay of Plenty region of New Zealand.
E1249745 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 Rangiwewehi ki Tauranga | Statement: [Ngāti Ranginui, hasHapū, Ngāti Rangiwewehi ki Tauranga]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ngāti Rangiwewehi ki Tauranga
Context triple: [Ngāti Ranginui, hasHapū, Ngāti Rangiwewehi ki Tauranga]
  • A. Ngāti Pūkenga ki Waiau
    Ngāti Pūkenga ki Waiau is a Māori iwi (tribe) in Aotearoa New Zealand, recognized as a distinct hapū grouping of Ngāti Pūkenga with ancestral ties to the Waiau area.
  • B. Kaiwaka
    Kaiwaka is a small rural township in New Zealand known as the "Gateway to the North," serving as a key stop on State Highway 1 between Auckland and the Far North.
  • C. Rangitāne o Tamaki nui-a-Rua
    Rangitāne o Tamaki nui-a-Rua is a Māori iwi (tribe) of the Rangitāne people whose traditional rohe (territory) includes the Dannevirke area in the southern Hawke’s Bay and northern Wairarapa regions of New Zealand.
  • D. Waitākere
    Waitākere is a largely suburban and semi-rural area in West Auckland, New Zealand, known for its native bush, black-sand surf beaches, and the Waitākere Ranges.
  • E. Ōtaki
    Ōtaki is a small coastal town on New Zealand’s Kāpiti Coast, known for its strong Māori heritage and historical significance as a 19th-century Ngāti Toa stronghold.
  • 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 Rangiwewehi ki Tauranga
Triple: [Ngāti Ranginui, hasHapū, Ngāti Rangiwewehi ki Tauranga]
Generated description
Ngāti Rangiwewehi ki Tauranga is a hapū (sub-tribe) of the Tauranga-based iwi Ngāti Ranginui, forming part of the wider Māori tribal network in the Bay of Plenty region of New Zealand.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ngāti Rangiwewehi ki Tauranga
Target entity description: Ngāti Rangiwewehi ki Tauranga is a hapū (sub-tribe) of the Tauranga-based iwi Ngāti Ranginui, forming part of the wider Māori tribal network in the Bay of Plenty region of New Zealand.
  • A. Ngāti Pūkenga ki Waiau
    Ngāti Pūkenga ki Waiau is a Māori iwi (tribe) in Aotearoa New Zealand, recognized as a distinct hapū grouping of Ngāti Pūkenga with ancestral ties to the Waiau area.
  • B. Kaiwaka
    Kaiwaka is a small rural township in New Zealand known as the "Gateway to the North," serving as a key stop on State Highway 1 between Auckland and the Far North.
  • C. Rangitāne o Tamaki nui-a-Rua
    Rangitāne o Tamaki nui-a-Rua is a Māori iwi (tribe) of the Rangitāne people whose traditional rohe (territory) includes the Dannevirke area in the southern Hawke’s Bay and northern Wairarapa regions of New Zealand.
  • D. Waitākere
    Waitākere is a largely suburban and semi-rural area in West Auckland, New Zealand, known for its native bush, black-sand surf beaches, and the Waitākere Ranges.
  • E. Ōtaki
    Ōtaki is a small coastal town on New Zealand’s Kāpiti Coast, known for its strong Māori heritage and historical significance as a 19th-century Ngāti Toa stronghold.
  • 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_69d886cfc8e88190b05ba466edd35591 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3dbffafb08190baf9e0b4fdf1b404 completed April 18, 2026, 7:31 p.m.
NED1 Entity disambiguation (via context triple) batch_6a012eefd5f08190b9eb8a81e45a9921 completed May 11, 2026, 1:20 a.m.
NEDg Description generation batch_6a012fe2a1b081909483baef845cc2c1 completed May 11, 2026, 1:24 a.m.
NED2 Entity disambiguation (via description) batch_6a0130c2ad9881909d8a8b64ebb59aa6 completed May 11, 2026, 1:28 a.m.
Created at: April 10, 2026, 5:35 a.m.