Triple

T19635334
Position Surface form Disambiguated ID Type / Status
Subject Tairāwhiti E471379 entity
Predicate hasMāoriIwi P136774 FINISHED
Object Te Whānau-ā-Apanui
Te Whānau-ā-Apanui is a Māori iwi (tribe) based primarily along the eastern Bay of Plenty and northern East Coast of New Zealand’s North Island, known for its strong coastal traditions and cultural resilience.
 E1386840 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 | Statement: [Tairāwhiti, hasMāoriIwi, Te Whānau-ā-Apanui]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Te Whānau-ā-Apanui
Context triple: [Tairāwhiti, hasMāoriIwi, Te Whānau-ā-Apanui]
  • A. Ngāhinapōuri
    Ngāhinapōuri is a small rural locality in New Zealand’s Waikato region, known for its dairy farming landscape and close proximity to Hamilton.
  • B. Ngāti Pūkaki
    Ngāti Pūkaki is a Māori hapū (sub-tribe) of the Te Arawa confederation, traditionally associated with the Rotorua region of New Zealand.
  • C. 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.
  • 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. Tangowahine
    Tangowahine is a small rural locality in New Zealand’s Northland Region, situated within the Kaipara District.
  • 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
Triple: [Tairāwhiti, hasMāoriIwi, Te Whānau-ā-Apanui]
Generated description
Te Whānau-ā-Apanui is a Māori iwi (tribe) based primarily along the eastern Bay of Plenty and northern East Coast of New Zealand’s North Island, known for its strong coastal traditions and cultural resilience.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Te Whānau-ā-Apanui
Target entity description: Te Whānau-ā-Apanui is a Māori iwi (tribe) based primarily along the eastern Bay of Plenty and northern East Coast of New Zealand’s North Island, known for its strong coastal traditions and cultural resilience.
  • A. Ngāhinapōuri
    Ngāhinapōuri is a small rural locality in New Zealand’s Waikato region, known for its dairy farming landscape and close proximity to Hamilton.
  • B. Ngāti Pūkaki
    Ngāti Pūkaki is a Māori hapū (sub-tribe) of the Te Arawa confederation, traditionally associated with the Rotorua region of New Zealand.
  • C. 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.
  • 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. Tangowahine
    Tangowahine is a small rural locality in New Zealand’s Northland Region, situated within the Kaipara District.
  • 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_69d8e511f28481909f4bc3ea9191e54a completed April 10, 2026, 11:54 a.m.
NER Named-entity recognition batch_69e64105f44081909c62341bace91972 completed April 20, 2026, 3:06 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0771c65a348190b4604714f5e242f2 completed May 15, 2026, 7:19 p.m.
NEDg Description generation batch_6a07765e8e0481908f094b3fe8dab4b2 completed May 15, 2026, 7:39 p.m.
NED2 Entity disambiguation (via description) batch_6a077722827c81908289af6529ca5ce6 completed May 15, 2026, 7:42 p.m.
Created at: April 10, 2026, 1:44 p.m.