Triple

T18540564
Position Surface form Disambiguated ID Type / Status
Subject Whangaroa Harbour E453086 entity
Predicate traditionalOwners P14954 FINISHED
Object Ngāti Kahu ki Whangaroa — NE NERFINISHED

How this triple was built (3 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 Kahu ki Whangaroa | Statement: [Whangaroa Harbour, traditionalOwners, Ngāti Kahu ki Whangaroa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ngāti Kahu ki Whangaroa
Context triple: [Whangaroa Harbour, traditionalOwners, Ngāti Kahu ki Whangaroa]
  • A. Ngāti Kahu o Torongare
    Ngāti Kahu o Torongare is a Māori hapū (sub-tribe) of the Ngāpuhi iwi in the Northland region of Aotearoa New Zealand.
  • B. Mangonui
    Mangonui is a small historic coastal town in New Zealand known for its scenic harbour, fishing heritage, and popular waterfront fish and chip shops.
  • C. Ngāti Korokī Kahukura
    Ngāti Korokī Kahukura is a Māori iwi (tribe) of the Waikato region in New Zealand, with ancestral ties to the area around Cambridge and the wider Waikato River valley.
  • D. Te Kauwhata
    Te Kauwhata is a small rural township in New Zealand’s Waikato region, known for its vineyards, agriculture, and location between Hamilton and Auckland.
  • E. Ngāti Pūkenga
    Ngāti Pūkenga is a Māori iwi (tribe) of Aotearoa New Zealand with ancestral ties to the Bay of Plenty region and a distinct cultural, historical, and genealogical identity.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ngāti Kahu ki Whangaroa
Target entity description: Ngāti Kahu ki Whangaroa is a Māori iwi (tribe) of Te Tai Tokerau in northern Aotearoa New Zealand, with strong ancestral, cultural, and historical ties to the Whangaroa region.
  • A. Ngāti Kahu o Torongare
    Ngāti Kahu o Torongare is a Māori hapū (sub-tribe) of the Ngāpuhi iwi in the Northland region of Aotearoa New Zealand.
  • B. Mangonui
    Mangonui is a small historic coastal town in New Zealand known for its scenic harbour, fishing heritage, and popular waterfront fish and chip shops.
  • C. Ngāti Korokī Kahukura
    Ngāti Korokī Kahukura is a Māori iwi (tribe) of the Waikato region in New Zealand, with ancestral ties to the area around Cambridge and the wider Waikato River valley.
  • D. Te Kauwhata
    Te Kauwhata is a small rural township in New Zealand’s Waikato region, known for its vineyards, agriculture, and location between Hamilton and Auckland.
  • E. Ngāti Pūkenga
    Ngāti Pūkenga is a Māori iwi (tribe) of Aotearoa New Zealand with ancestral ties to the Bay of Plenty region and a distinct cultural, historical, and genealogical identity.
  • F. None of above. chosen

Provenance (2 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_69d8d387b5548190aa030dad2cb4947e completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e534b64178819082861a03fd067095 completed April 19, 2026, 8:01 p.m.
Created at: April 10, 2026, 11:37 a.m.