Triple

T16390925
Position Surface form Disambiguated ID Type / Status
Subject Ngāruahine iwi E398047 entity
Predicate hasHapū P96966 FINISHED
Object Ngāti Tū
Ngāti Tū is a Māori hapū (sub-tribe) that forms part of the Ngāruahine iwi in the Taranaki region of New Zealand.
 E1233956 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 Tū | Statement: [Ngāruahine iwi, hasHapū, Ngāti Tū]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ngāti Tū
Context triple: [Ngāruahine iwi, hasHapū, Ngāti Tū]
  • A. Ngāti Hau
    Ngāti Hau is a Māori hapū (sub-tribe) that forms part of the larger Ngāpuhi iwi in northern Aotearoa New Zealand.
  • B. Ngāti Hauā
    Ngāti Hauā is a Māori iwi (tribe) of the Waikato region in New Zealand, historically influential in regional politics and culture and associated with the broader Tainui confederation.
  • C. 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.
  • D. Ngāti Hauaroa
    Ngāti Hauaroa is a Māori iwi (tribe) of New Zealand whose ancestral lands are centered around the Taumarunui area in the central North Island.
  • E. Ngāti Te Ata
    Ngāti Te Ata is a Māori iwi (tribe) of the Tainui confederation, traditionally based around the Manukau Harbour and wider south Auckland 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 Tū
Triple: [Ngāruahine iwi, hasHapū, Ngāti Tū]
Generated description
Ngāti Tū is a Māori hapū (sub-tribe) that forms part of the Ngāruahine iwi in the Taranaki region of New Zealand.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ngāti Tū
Target entity description: Ngāti Tū is a Māori hapū (sub-tribe) that forms part of the Ngāruahine iwi in the Taranaki region of New Zealand.
  • A. Ngāti Hau
    Ngāti Hau is a Māori hapū (sub-tribe) that forms part of the larger Ngāpuhi iwi in northern Aotearoa New Zealand.
  • B. Ngāti Hauā
    Ngāti Hauā is a Māori iwi (tribe) of the Waikato region in New Zealand, historically influential in regional politics and culture and associated with the broader Tainui confederation.
  • C. 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.
  • D. Ngāti Hauaroa
    Ngāti Hauaroa is a Māori iwi (tribe) of New Zealand whose ancestral lands are centered around the Taumarunui area in the central North Island.
  • E. Ngāti Te Ata
    Ngāti Te Ata is a Māori iwi (tribe) of the Tainui confederation, traditionally based around the Manukau Harbour and wider south Auckland 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_69d87f2880b48190ae1a9673a3bbef80 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e326425c8081908cacffcfa8c7386b completed April 18, 2026, 6:35 a.m.
NED1 Entity disambiguation (via context triple) batch_6a00aae394d48190aca8e6f5e1cc781f completed May 10, 2026, 3:57 p.m.
NEDg Description generation batch_6a00aba5fb388190ab98a0c8ee50340b completed May 10, 2026, 4 p.m.
NED2 Entity disambiguation (via description) batch_6a00ac54a11c81909afe9244e9fe0656 completed May 10, 2026, 4:03 p.m.
Created at: April 10, 2026, 5:08 a.m.