Triple

T17002585
Position Surface form Disambiguated ID Type / Status
Subject Ngāi Te Rangi E412484 entity
Predicate hasHapū P96966 FINISHED
Object Ngāi Tukairangi
Ngāi Tukairangi is a hapū (sub-tribe) of the Māori iwi Ngāi Te Rangi, traditionally based in the Tauranga Moana region of Aotearoa New Zealand.
E1248900 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: Ngāi Tukairangi | Statement: [Ngāi Te Rangi, hasHapū, Ngāi Tukairangi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ngāi Tukairangi
Context triple: [Ngāi Te Rangi, hasHapū, Ngāi Tukairangi]
  • A. Ngāi Te Rangi
    Ngāi Te Rangi is a Māori iwi (tribe) of Aotearoa New Zealand whose traditional rohe (territory) is centered around the coastal Tauranga and wider Bay of Plenty region.
  • B. Tūhoe
    Tūhoe is a Māori iwi (tribe) of the eastern North Island of New Zealand, known for its strong cultural identity, deep connection to Te Urewera, and prominent role in indigenous rights and self-determination.
  • C. Maungawhau
    Maungawhau is the Māori name for Mount Eden, a prominent volcanic cone and landmark in Auckland, New Zealand, with deep cultural significance to local Māori.
  • D. Ngāti Ruanui
    Ngāti Ruanui is a Māori iwi (tribe) from South Taranaki, New Zealand, known for its rich cultural heritage and historical involvement in land conflicts and subsequent redress processes with the Crown.
  • E. Ngāti Tuhekerangi
    Ngāti Tuhekerangi is a Māori hapū (sub-tribe) associated with the Taranaki iwi on the west coast of New Zealand’s North Island.
  • 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: Ngāi Tukairangi
Triple: [Ngāi Te Rangi, hasHapū, Ngāi Tukairangi]
Generated description
Ngāi Tukairangi is a hapū (sub-tribe) of the Māori iwi Ngāi Te Rangi, traditionally based in the Tauranga Moana region of Aotearoa New Zealand.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ngāi Tukairangi
Target entity description: Ngāi Tukairangi is a hapū (sub-tribe) of the Māori iwi Ngāi Te Rangi, traditionally based in the Tauranga Moana region of Aotearoa New Zealand.
  • A. Ngāi Te Rangi
    Ngāi Te Rangi is a Māori iwi (tribe) of Aotearoa New Zealand whose traditional rohe (territory) is centered around the coastal Tauranga and wider Bay of Plenty region.
  • B. Tūhoe
    Tūhoe is a Māori iwi (tribe) of the eastern North Island of New Zealand, known for its strong cultural identity, deep connection to Te Urewera, and prominent role in indigenous rights and self-determination.
  • C. Maungawhau
    Maungawhau is the Māori name for Mount Eden, a prominent volcanic cone and landmark in Auckland, New Zealand, with deep cultural significance to local Māori.
  • D. Ngāti Ruanui
    Ngāti Ruanui is a Māori iwi (tribe) from South Taranaki, New Zealand, known for its rich cultural heritage and historical involvement in land conflicts and subsequent redress processes with the Crown.
  • E. Ngāti Tuhekerangi
    Ngāti Tuhekerangi is a Māori hapū (sub-tribe) associated with the Taranaki iwi on the west coast of New Zealand’s North Island.
  • 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_6a012ece8730819084f4bbbd7579430c completed May 11, 2026, 1:20 a.m.
NEDg Description generation batch_6a012f9339d88190a8976240f5b2a8d8 completed May 11, 2026, 1:23 a.m.
NED2 Entity disambiguation (via description) batch_6a01301a4fbc8190bbd5b5b9bad814d3 completed May 11, 2026, 1:25 a.m.
Created at: April 10, 2026, 5:32 a.m.