Triple

T16177233
Position Surface form Disambiguated ID Type / Status
Subject Te Atiawa iwi E392594 entity
Predicate hasHapū P96966 FINISHED
Object Ngāti Rāhiri Tumutumu
Ngāti Rāhiri Tumutumu is a Māori hapū (sub-tribe) that forms part of the wider Te Atiawa iwi in Aotearoa New Zealand.
 E1209728 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 Rāhiri Tumutumu | Statement: [Te Atiawa iwi, hasHapū, Ngāti Rāhiri Tumutumu]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ngāti Rāhiri Tumutumu
Context triple: [Te Atiawa iwi, hasHapū, Ngāti Rāhiri Tumutumu]
  • 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. 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.
  • C. 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.
  • D. Ngāti Haumia
    Ngāti Haumia is a hapū (sub-tribe) of the Ngāti Toa Rangatira iwi, a Māori tribal group of Aotearoa New Zealand.
  • E. Ngāti Rangiteaorere
    Ngāti Rangiteaorere is a Māori iwi (tribe) of New Zealand, traditionally based in the Rotorua region and recognized as a distinct Treaty of Waitangi settlement group.
  • 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 Rāhiri Tumutumu
Triple: [Te Atiawa iwi, hasHapū, Ngāti Rāhiri Tumutumu]
Generated description
Ngāti Rāhiri Tumutumu is a Māori hapū (sub-tribe) that forms part of the wider Te Atiawa iwi in Aotearoa New Zealand.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ngāti Rāhiri Tumutumu
Target entity description: Ngāti Rāhiri Tumutumu is a Māori hapū (sub-tribe) that forms part of the wider Te Atiawa iwi in Aotearoa New Zealand.
  • 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. 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.
  • C. 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.
  • D. Ngāti Haumia
    Ngāti Haumia is a hapū (sub-tribe) of the Ngāti Toa Rangatira iwi, a Māori tribal group of Aotearoa New Zealand.
  • E. Ngāti Rangiteaorere
    Ngāti Rangiteaorere is a Māori iwi (tribe) of New Zealand, traditionally based in the Rotorua region and recognized as a distinct Treaty of Waitangi settlement group.
  • 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_6a003548837c819091695a91f88bd0bc completed May 10, 2026, 7:35 a.m.
NEDg Description generation batch_6a0035cfc31c8190a8ab73bbc1aacaca completed May 10, 2026, 7:37 a.m.
NED2 Entity disambiguation (via description) batch_6a00369714a88190a5e4733b67fdacfb completed May 10, 2026, 7:41 a.m.
Created at: April 10, 2026, 5:02 a.m.