Triple

T4057520
Position Surface form Disambiguated ID Type / Status
Subject Bay of Plenty E84728 entity
Predicate hasIwi P13854 FINISHED
Object 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.
 E412484 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 Te Rangi | Statement: [Bay of Plenty, hasIwi, Ngāi Te Rangi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ngāi Te Rangi
Context triple: [Bay of Plenty, hasIwi, Ngāi Te Rangi]
  • A. Ngāti Rāhiri
    Ngāti Rāhiri is a Māori iwi (tribe) of Aotearoa New Zealand whose ancestral lands include the Waitangi area in the Bay of Islands.
  • B. 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.
  • C. Ngāti Awa
    Ngāti Awa is a Māori iwi (tribe) of Aotearoa New Zealand, traditionally based in the eastern Bay of Plenty region and known for its rich cultural heritage and historical significance.
  • D. Putāruru
    Putāruru is a small town in New Zealand’s North Island known for its timber industry and proximity to natural attractions such as the Blue Spring.
  • E. Ngāti Kawa
    Ngāti Kawa is a Māori iwi (tribe) of Aotearoa New Zealand whose ancestral roots and cultural identity are closely tied to the Waitangi area in the Bay of Islands.
  • 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 Te Rangi
Triple: [Bay of Plenty, hasIwi, Ngāi Te Rangi]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ngāi Te Rangi
Target entity description: 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.
  • A. Ngāti Rāhiri
    Ngāti Rāhiri is a Māori iwi (tribe) of Aotearoa New Zealand whose ancestral lands include the Waitangi area in the Bay of Islands.
  • B. 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.
  • C. Ngāti Awa
    Ngāti Awa is a Māori iwi (tribe) of Aotearoa New Zealand, traditionally based in the eastern Bay of Plenty region and known for its rich cultural heritage and historical significance.
  • D. Putāruru
    Putāruru is a small town in New Zealand’s North Island known for its timber industry and proximity to natural attractions such as the Blue Spring.
  • E. Ngāti Kawa
    Ngāti Kawa is a Māori iwi (tribe) of Aotearoa New Zealand whose ancestral roots and cultural identity are closely tied to the Waitangi area in the Bay of Islands.
  • 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_69aed933bec881909edfa28ebb69c634 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af01994b0c8190b34af36acadad5c6 completed March 9, 2026, 5:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69b56b52e31c819099f9d354c197cf00 completed March 14, 2026, 2:06 p.m.
NEDg Description generation batch_69b56c3a4b708190a55027fd3b2b76e0 completed March 14, 2026, 2:10 p.m.
NED2 Entity disambiguation (via description) batch_69b56cc2ae948190a5e13992626dd547 completed March 14, 2026, 2:12 p.m.
Created at: March 9, 2026, 3:38 p.m.