Triple

T19446433
Position Surface form Disambiguated ID Type / Status
Subject Ōpōtiki E486489 entity
Predicate hasEthnicCommunity P1898 FINISHED
Object Te Whānau-ā-Apanui iwi
Te Whānau-ā-Apanui iwi is a Māori tribal group from the eastern Bay of Plenty and East Coast regions of New Zealand, known for its strong coastal heritage and cultural traditions.
E1449930 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: Te Whānau-ā-Apanui iwi | Statement: [Ōpōtiki, hasEthnicCommunity, Te Whānau-ā-Apanui iwi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Te Whānau-ā-Apanui iwi
Context triple: [Ōpōtiki, hasEthnicCommunity, Te Whānau-ā-Apanui iwi]
  • A. Ngāti Ruanui iwi
    Ngāti Ruanui iwi is a Māori tribal group from the Taranaki region of New Zealand, known for its deep cultural, historical, and spiritual connection to the land and its ancestral mountain.
  • B. 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.
  • C. Ngāruahine iwi
    Ngāruahine iwi is a Māori tribal group from the Taranaki region of New Zealand, with strong cultural, historical, and spiritual ties to the land and its ancestral landmarks.
  • D. Ngāti Kahu iwi
    Ngāti Kahu iwi is a Māori tribal group traditionally based in the northern region of New Zealand’s North Island.
  • E. 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.
  • 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: Te Whānau-ā-Apanui iwi
Triple: [Ōpōtiki, hasEthnicCommunity, Te Whānau-ā-Apanui iwi]
Generated description
Te Whānau-ā-Apanui iwi is a Māori tribal group from the eastern Bay of Plenty and East Coast regions of New Zealand, known for its strong coastal heritage and cultural traditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Te Whānau-ā-Apanui iwi
Target entity description: Te Whānau-ā-Apanui iwi is a Māori tribal group from the eastern Bay of Plenty and East Coast regions of New Zealand, known for its strong coastal heritage and cultural traditions.
  • A. Ngāti Ruanui iwi
    Ngāti Ruanui iwi is a Māori tribal group from the Taranaki region of New Zealand, known for its deep cultural, historical, and spiritual connection to the land and its ancestral mountain.
  • B. 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.
  • C. Ngāruahine iwi
    Ngāruahine iwi is a Māori tribal group from the Taranaki region of New Zealand, with strong cultural, historical, and spiritual ties to the land and its ancestral landmarks.
  • D. Ngāti Kahu iwi
    Ngāti Kahu iwi is a Māori tribal group traditionally based in the northern region of New Zealand’s North Island.
  • E. 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.
  • 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_69d8e8d7ad488190a3373045029b0f3b completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e6338a22608190bb31a1690ca0dab6 completed April 20, 2026, 2:09 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08ef6cf19c8190a00f26597471c493 completed May 16, 2026, 10:27 p.m.
NEDg Description generation batch_6a08f2af4560819093445a7d147d4b89 completed May 16, 2026, 10:41 p.m.
NED2 Entity disambiguation (via description) batch_6a08f323f07c81908f6fd372150df960 completed May 16, 2026, 10:43 p.m.
Created at: April 10, 2026, 1:38 p.m.