Triple

T16177235
Position Surface form Disambiguated ID Type / Status
Subject Te Atiawa iwi E392594 entity
Predicate hasHapū P96966 FINISHED
Object Ngāti Tuparikino
Ngāti Tuparikino is a hapū (sub-tribe) of the Te Atiawa iwi, a Māori tribal group from the Taranaki region of Aotearoa New Zealand.
E1213079 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 Tuparikino | Statement: [Te Atiawa iwi, hasHapū, Ngāti Tuparikino]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ngāti Tuparikino
Context triple: [Te Atiawa iwi, hasHapū, Ngāti Tuparikino]
  • A. Ngāti Pāhauwera
    Ngāti Pāhauwera is a Māori iwi (tribe) from the northern Hawke’s Bay region of New Zealand, known for its ancestral ties to the Mohaka and Waikari river areas and its involvement in historical land and resource claims.
  • B. Ngāti Haumia
    Ngāti Haumia is a hapū (sub-tribe) of the Ngāti Toa Rangatira iwi, a Māori tribal group of Aotearoa New Zealand.
  • C. Ngāti Whātua
    Ngāti Whātua is a Māori iwi (tribe) of the Auckland and Northland regions of New Zealand, known for its historical prominence, land rights struggles, and central role in the development of Tāmaki Makaurau (Auckland).
  • D. Ngāti Te Wehi
    Ngāti Te Wehi is a Māori hapū (subtribe) of the Waikato-Tainui confederation, traditionally associated with the west coast region of the North Island of New Zealand.
  • E. Ngāti Tāwhirikura
    Ngāti Tāwhirikura is a Māori hapū (sub-tribe) of the Te Atiawa iwi, traditionally based in the Taranaki region of Aotearoa New Zealand.
  • 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 Tuparikino
Triple: [Te Atiawa iwi, hasHapū, Ngāti Tuparikino]
Generated description
Ngāti Tuparikino is a hapū (sub-tribe) of the Te Atiawa iwi, a Māori tribal group from the Taranaki region of Aotearoa New Zealand.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ngāti Tuparikino
Target entity description: Ngāti Tuparikino is a hapū (sub-tribe) of the Te Atiawa iwi, a Māori tribal group from the Taranaki region of Aotearoa New Zealand.
  • A. Ngāti Pāhauwera
    Ngāti Pāhauwera is a Māori iwi (tribe) from the northern Hawke’s Bay region of New Zealand, known for its ancestral ties to the Mohaka and Waikari river areas and its involvement in historical land and resource claims.
  • B. Ngāti Haumia
    Ngāti Haumia is a hapū (sub-tribe) of the Ngāti Toa Rangatira iwi, a Māori tribal group of Aotearoa New Zealand.
  • C. Ngāti Whātua
    Ngāti Whātua is a Māori iwi (tribe) of the Auckland and Northland regions of New Zealand, known for its historical prominence, land rights struggles, and central role in the development of Tāmaki Makaurau (Auckland).
  • D. Ngāti Te Wehi
    Ngāti Te Wehi is a Māori hapū (subtribe) of the Waikato-Tainui confederation, traditionally associated with the west coast region of the North Island of New Zealand.
  • E. Ngāti Tāwhirikura
    Ngāti Tāwhirikura is a Māori hapū (sub-tribe) of the Te Atiawa iwi, traditionally based in the Taranaki region of Aotearoa New Zealand.
  • 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_69d87f1d32208190942e4e499a80c18c completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e22059e7048190b4592cb1516b5f8d completed April 17, 2026, 11:58 a.m.
NED1 Entity disambiguation (via context triple) batch_6a00456f2ba481909f243ab2c4619623 completed May 10, 2026, 8:44 a.m.
NEDg Description generation batch_6a00463166c08190ac408e3f364de81f completed May 10, 2026, 8:47 a.m.
NED2 Entity disambiguation (via description) batch_6a00471604f88190b7cc58a77b861585 completed May 10, 2026, 8:51 a.m.
Created at: April 10, 2026, 5:02 a.m.