Triple

T4057519
Position Surface form Disambiguated ID Type / Status
Subject Bay of Plenty E84728 entity
Predicate hasIwi P13854 FINISHED
Object 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.
E411827 NE FINISHED

How this triple was built (5 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 Awa | Statement: [Bay of Plenty, hasIwi, Ngāti Awa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ngāti Awa
Context triple: [Bay of Plenty, hasIwi, Ngāti Awa]
  • A. 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.
  • B. 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.
  • C. Waikato-Tainui
    Waikato-Tainui is a major Māori tribal confederation (iwi) of the Tainui waka, centered in the Waikato region of New Zealand and known for its significant cultural, historical, and political influence.
  • D. 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.
  • E. 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.
  • 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 Awa
Triple: [Bay of Plenty, hasIwi, Ngāti Awa]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ngāti Awa
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. Waikato-Tainui
    Waikato-Tainui is a major Māori tribal confederation (iwi) of the Tainui waka, centered in the Waikato region of New Zealand and known for its significant cultural, historical, and political influence.
  • D. 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.
  • E. 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.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasIwi
Context triple: [Bay of Plenty, hasIwi, Ngāti Awa]
  • A. hasMarae
    Indicates a relationship where an entity possesses, contains, or is associated with a marae (a Māori meeting place or communal space).
  • B. has chosen
    Indicates that one entity possesses, owns, contains, or includes another entity as part of its state or composition.
  • C. hasAI
    Indicates that one entity possesses, incorporates, or is equipped with an artificial intelligence system.
  • D. hasPar
    Indicates a relationship where one entity has another entity as its parent.
  • E. hasWeir
    Indicates the presence of a weir associated with or located at a given entity or site.
  • F. None of above.

Provenance (6 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_69aefbaefcb081908aab3963dcd61a20 completed March 9, 2026, 4:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69b562a6250081908f289f43b066b04d completed March 14, 2026, 1:29 p.m.
NEDg Description generation batch_69b563b3db0481909f3dd2a9e6a88e6e completed March 14, 2026, 1:33 p.m.
NED2 Entity disambiguation (via description) batch_69b567e223cc8190aa1d7e827e6c70fd completed March 14, 2026, 1:51 p.m.
PD Predicate disambiguation batch_69aef90249e4819095e9e043bc4aa9a6 completed March 9, 2026, 4:44 p.m.
Created at: March 9, 2026, 3:38 p.m.