Triple

T17165655
Position Surface form Disambiguated ID Type / Status
Subject Ngāti Tūwharetoa E416601 entity
Predicate hasHapū P96966 FINISHED
Object Ngāti Tūrangitukua
Ngāti Tūrangitukua is a Māori hapū (sub-tribe) of the central North Island of New Zealand, traditionally associated with the Tūrangi area and part of the wider Ngāti Tūwharetoa iwi.
 E1312274 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 Tūrangitukua | Statement: [Ngāti Tūwharetoa, hasHapū, Ngāti Tūrangitukua]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ngāti Tūrangitukua
Context triple: [Ngāti Tūwharetoa, hasHapū, Ngāti Tūrangitukua]
  • A. Ngāti Tū
    Ngāti Tū is a Māori hapū (sub-tribe) that forms part of the Ngāruahine iwi in the Taranaki region of New Zealand.
  • B. Ngāti Tūrumakina
    Ngāti Tūrumakina is a Māori hapū (sub-tribe) that forms part of the wider Ngāti Tūwharetoa iwi in Aotearoa New Zealand.
  • C. Ngāti Tapu
    Ngāti Tapu is a hapū (sub-tribe) of the Ngāi Te Rangi iwi, a Māori tribal group from the Tauranga Moana region of Aotearoa New Zealand.
  • D. 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.
  • E. Ngāti Rongoū
    Ngāti Rongoū is a Māori iwi (tribe) of Aotearoa New Zealand, traditionally associated with the Hauraki region and closely connected to other Hauraki tribes.
  • 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 Tūrangitukua
Triple: [Ngāti Tūwharetoa, hasHapū, Ngāti Tūrangitukua]
Generated description
Ngāti Tūrangitukua is a Māori hapū (sub-tribe) of the central North Island of New Zealand, traditionally associated with the Tūrangi area and part of the wider Ngāti Tūwharetoa iwi.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ngāti Tūrangitukua
Target entity description: Ngāti Tūrangitukua is a Māori hapū (sub-tribe) of the central North Island of New Zealand, traditionally associated with the Tūrangi area and part of the wider Ngāti Tūwharetoa iwi.
  • A. Ngāti Tū
    Ngāti Tū is a Māori hapū (sub-tribe) that forms part of the Ngāruahine iwi in the Taranaki region of New Zealand.
  • B. Ngāti Tūrumakina
    Ngāti Tūrumakina is a Māori hapū (sub-tribe) that forms part of the wider Ngāti Tūwharetoa iwi in Aotearoa New Zealand.
  • C. Ngāti Tapu
    Ngāti Tapu is a hapū (sub-tribe) of the Ngāi Te Rangi iwi, a Māori tribal group from the Tauranga Moana region of Aotearoa New Zealand.
  • D. 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.
  • E. Ngāti Rongoū
    Ngāti Rongoū is a Māori iwi (tribe) of Aotearoa New Zealand, traditionally associated with the Hauraki region and closely connected to other Hauraki tribes.
  • 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_6a039ef5147081908c7cfce314e120b1 completed May 12, 2026, 9:43 p.m.
NEDg Description generation batch_6a039fb57d608190a0310a4e2c83852a completed May 12, 2026, 9:46 p.m.
NED2 Entity disambiguation (via description) batch_6a03a07a59f88190a7ddd5b612d1575a completed May 12, 2026, 9:49 p.m.
Created at: April 10, 2026, 5:37 a.m.