Triple

T18036088
Position Surface form Disambiguated ID Type / Status
Subject Northland Peninsula E431510 entity
Predicate hasEthnicGroup P1898 FINISHED
Object Ngāti Kahu iwi
Ngāti Kahu iwi is a Māori tribal group traditionally based in the northern region of New Zealand’s North Island.
 E1386200 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 Kahu iwi | Statement: [Northland Peninsula, hasEthnicGroup, Ngāti Kahu iwi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ngāti Kahu iwi
Context triple: [Northland Peninsula, hasEthnicGroup, Ngāti Kahu iwi]
  • A. Ngāti Pūkenga iwi
    Ngāti Pūkenga iwi is a Māori tribal group of Aotearoa New Zealand with ancestral ties to coastal regions including parts of the Coromandel Peninsula and the Bay of Plenty.
  • B. Ngāti Whātua iwi
    Ngāti Whātua iwi is a Māori tribal group of Aotearoa New Zealand, traditionally based around the Kaipara Harbour, Tāmaki Makaurau (Auckland), and surrounding regions.
  • C. Ngāti Hei iwi
    Ngāti Hei iwi is a Māori tribal group of Aotearoa New Zealand whose ancestral lands and identity are closely tied to the coastal region of the Coromandel Peninsula.
  • D. Te Atiawa iwi
    Te Atiawa iwi is a Māori tribal group from the Taranaki and Wellington regions of New Zealand, known for its deep cultural, historical, and spiritual connections to its ancestral lands.
  • E. Ngāti Maniapoto iwi
    Ngāti Maniapoto iwi is a major Māori tribal group from the central North Island of New Zealand, particularly associated with the King Country region and known for its significant role in New Zealand’s colonial-era history and Māori self-determination.
  • 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 Kahu iwi
Triple: [Northland Peninsula, hasEthnicGroup, Ngāti Kahu iwi]
Generated description
Ngāti Kahu iwi is a Māori tribal group traditionally based in the northern region of New Zealand’s North Island.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ngāti Kahu iwi
Target entity description: Ngāti Kahu iwi is a Māori tribal group traditionally based in the northern region of New Zealand’s North Island.
  • A. Ngāti Pūkenga iwi
    Ngāti Pūkenga iwi is a Māori tribal group of Aotearoa New Zealand with ancestral ties to coastal regions including parts of the Coromandel Peninsula and the Bay of Plenty.
  • B. Ngāti Whātua iwi
    Ngāti Whātua iwi is a Māori tribal group of Aotearoa New Zealand, traditionally based around the Kaipara Harbour, Tāmaki Makaurau (Auckland), and surrounding regions.
  • C. Ngāti Hei iwi
    Ngāti Hei iwi is a Māori tribal group of Aotearoa New Zealand whose ancestral lands and identity are closely tied to the coastal region of the Coromandel Peninsula.
  • D. Te Atiawa iwi
    Te Atiawa iwi is a Māori tribal group from the Taranaki and Wellington regions of New Zealand, known for its deep cultural, historical, and spiritual connections to its ancestral lands.
  • E. Ngāti Maniapoto iwi
    Ngāti Maniapoto iwi is a major Māori tribal group from the central North Island of New Zealand, particularly associated with the King Country region and known for its significant role in New Zealand’s colonial-era history and Māori self-determination.
  • 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_69d8b9050fb48190890155145deb0a66 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4be3a80508190b667c3f6d14f5c84 completed April 19, 2026, 11:36 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0771959d588190a4917d8113490e66 completed May 15, 2026, 7:18 p.m.
NEDg Description generation batch_6a07734eab80819087f9839f3a0aeb33 completed May 15, 2026, 7:26 p.m.
NED2 Entity disambiguation (via description) batch_6a0773ba68188190ab87c2b28fc25944 completed May 15, 2026, 7:27 p.m.
Created at: April 10, 2026, 10:25 a.m.