Triple

T17165649
Position Surface form Disambiguated ID Type / Status
Subject Ngāti Tūwharetoa E416601 entity
Predicate hasHapū P96966 FINISHED
Object Ngāti Te Maunga
Ngāti Te Maunga is a hapū (sub-tribe) of the central North Island Māori iwi Ngāti Tūwharetoa in Aotearoa New Zealand.
E1308766 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 Te Maunga | Statement: [Ngāti Tūwharetoa, hasHapū, Ngāti Te Maunga]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ngāti Te Maunga
Context triple: [Ngāti Tūwharetoa, hasHapū, Ngāti Te Maunga]
  • A. Ngāti Kahu
    Ngāti Kahu is a Māori hapū (sub-tribe) of Aotearoa New Zealand, traditionally associated with the wider Ngāti Ranginui iwi and its ancestral lands.
  • B. Ngāti Pāoa
    Ngāti Pāoa is a Māori iwi (tribe) of the Hauraki and Tāmaki regions of New Zealand, known for its historical presence around the Hauraki Gulf and involvement in regional tribal alliances and land issues.
  • C. Ngāti Taka
    Ngāti Taka is a Māori hapū (sub-tribe) of the Ngāti Ranginui iwi, traditionally associated with the Tauranga Moana region of Aotearoa New Zealand.
  • D. Ngāti Tū
    Ngāti Tū is a Māori hapū (sub-tribe) that forms part of the Ngāruahine iwi in the Taranaki region of New Zealand.
  • E. 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.
  • 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 Te Maunga
Triple: [Ngāti Tūwharetoa, hasHapū, Ngāti Te Maunga]
Generated description
Ngāti Te Maunga is a hapū (sub-tribe) of the central North Island Māori iwi Ngāti Tūwharetoa in Aotearoa New Zealand.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ngāti Te Maunga
Target entity description: Ngāti Te Maunga is a hapū (sub-tribe) of the central North Island Māori iwi Ngāti Tūwharetoa in Aotearoa New Zealand.
  • A. Ngāti Kahu
    Ngāti Kahu is a Māori hapū (sub-tribe) of Aotearoa New Zealand, traditionally associated with the wider Ngāti Ranginui iwi and its ancestral lands.
  • B. Ngāti Pāoa
    Ngāti Pāoa is a Māori iwi (tribe) of the Hauraki and Tāmaki regions of New Zealand, known for its historical presence around the Hauraki Gulf and involvement in regional tribal alliances and land issues.
  • C. Ngāti Taka
    Ngāti Taka is a Māori hapū (sub-tribe) of the Ngāti Ranginui iwi, traditionally associated with the Tauranga Moana region of Aotearoa New Zealand.
  • D. Ngāti Tū
    Ngāti Tū is a Māori hapū (sub-tribe) that forms part of the Ngāruahine iwi in the Taranaki region of New Zealand.
  • E. 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.
  • 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_69d886d279c081909f8ff1f743ddeb69 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3f914a0748190b2658edbe576ea2d completed April 18, 2026, 9:35 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03852d4f988190aa778537ab9e3b9e completed May 12, 2026, 7:53 p.m.
NEDg Description generation batch_6a038a9d02d48190b337f6f611fc6840 completed May 12, 2026, 8:16 p.m.
NED2 Entity disambiguation (via description) batch_6a038b2720548190baaafbc022f36163 completed May 12, 2026, 8:18 p.m.
Created at: April 10, 2026, 5:37 a.m.