Triple

T4125600
Position Surface form Disambiguated ID Type / Status
Subject Waikato River E92715 entity
Predicate isCulturallySignificantTo P958 FINISHED
Object Ngāti Tūwharetoa iwi
Ngāti Tūwharetoa iwi is a central North Island Māori tribe of Aotearoa New Zealand, traditionally based around Lake Taupō and renowned for its strong cultural, spiritual, and historical connections to the region’s lands and waterways.
E416601 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 Tūwharetoa iwi | Statement: [Waikato River, isCulturallySignificantTo, Ngāti Tūwharetoa iwi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ngāti Tūwharetoa iwi
Context triple: [Waikato River, isCulturallySignificantTo, Ngāti Tūwharetoa iwi]
  • A. Ngāi Tahu iwi
    Ngāi Tahu iwi is a major Māori tribe of New Zealand’s South Island, known for its extensive ancestral lands, rich cultural heritage, and significant role in contemporary Treaty of Waitangi settlements.
  • B. 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.
  • 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 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.
  • E. Whanganui iwi
    Whanganui iwi is a Māori tribal group of the Whanganui River region in New Zealand, known for its deep ancestral connection to the river and its role in securing legal personhood status for it.
  • 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 Tūwharetoa iwi
Triple: [Waikato River, isCulturallySignificantTo, Ngāti Tūwharetoa iwi]
Generated description
Ngāti Tūwharetoa iwi is a central North Island Māori tribe of Aotearoa New Zealand, traditionally based around Lake Taupō and renowned for its strong cultural, spiritual, and historical connections to the region’s lands and waterways.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ngāti Tūwharetoa iwi
Target entity description: Ngāti Tūwharetoa iwi is a central North Island Māori tribe of Aotearoa New Zealand, traditionally based around Lake Taupō and renowned for its strong cultural, spiritual, and historical connections to the region’s lands and waterways.
  • A. Ngāi Tahu iwi
    Ngāi Tahu iwi is a major Māori tribe of New Zealand’s South Island, known for its extensive ancestral lands, rich cultural heritage, and significant role in contemporary Treaty of Waitangi settlements.
  • B. 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.
  • 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 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.
  • E. Whanganui iwi
    Whanganui iwi is a Māori tribal group of the Whanganui River region in New Zealand, known for its deep ancestral connection to the river and its role in securing legal personhood status for it.
  • 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_69aed9685f70819086932777aec8d959 completed March 9, 2026, 2:30 p.m.
NER Named-entity recognition batch_69af020a015081909015e6837c4b4a73 completed March 9, 2026, 5:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69b57f256abc819086cd464be1a9efbf completed March 14, 2026, 3:30 p.m.
NEDg Description generation batch_69b57fe89ed0819089d7e56568755b1c completed March 14, 2026, 3:34 p.m.
NED2 Entity disambiguation (via description) batch_69b5805cb7e88190b2f6ed6a18de9319 completed March 14, 2026, 3:35 p.m.
Created at: March 9, 2026, 3:41 p.m.