Triple

T9775807
Position Surface form Disambiguated ID Type / Status
Subject Ngāpuhi E237243 entity
Predicate hasHapu P13854 FINISHED
Object Ngāti Kahu o Torongare
Ngāti Kahu o Torongare is a Māori hapū (sub-tribe) of the Ngāpuhi iwi in the Northland region of Aotearoa New Zealand.
 E821696 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 Kahu o Torongare | Statement: [Ngāpuhi, hasHapu, Ngāti Kahu o Torongare]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ngāti Kahu o Torongare
Context triple: [Ngāpuhi, hasHapu, Ngāti Kahu o Torongare]
  • 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 Rāhiri
    Ngāti Rāhiri is a Māori iwi (tribe) of Aotearoa New Zealand whose ancestral lands include the Waitangi area in the Bay of Islands.
  • C. 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.
  • D. Ngāti Kawa
    Ngāti Kawa is a Māori iwi (tribe) of Aotearoa New Zealand whose ancestral roots and cultural identity are closely tied to the Waitangi area in the Bay of Islands.
  • E. Ngāti Awa
    Ngāti Awa is a Māori iwi (tribe) of Aotearoa New Zealand, traditionally based in the eastern Bay of Plenty region and known for its rich cultural heritage and historical significance.
  • 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 Kahu o Torongare
Triple: [Ngāpuhi, hasHapu, Ngāti Kahu o Torongare]
Generated description
Ngāti Kahu o Torongare is a Māori hapū (sub-tribe) of the Ngāpuhi iwi in the Northland region of Aotearoa New Zealand.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ngāti Kahu o Torongare
Target entity description: Ngāti Kahu o Torongare is a Māori hapū (sub-tribe) of the Ngāpuhi iwi in the Northland region of Aotearoa 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 Rāhiri
    Ngāti Rāhiri is a Māori iwi (tribe) of Aotearoa New Zealand whose ancestral lands include the Waitangi area in the Bay of Islands.
  • C. 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.
  • D. Ngāti Kawa
    Ngāti Kawa is a Māori iwi (tribe) of Aotearoa New Zealand whose ancestral roots and cultural identity are closely tied to the Waitangi area in the Bay of Islands.
  • E. Ngāti Awa
    Ngāti Awa is a Māori iwi (tribe) of Aotearoa New Zealand, traditionally based in the eastern Bay of Plenty region and known for its rich cultural heritage and historical significance.
  • 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_69ca84d975a08190aab25b02a89bdab3 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cda1325a988190a07a3dc4dce41cb3 completed April 1, 2026, 10:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1c41789548190ba4f6fdd7fb5192a completed April 5, 2026, 2:08 a.m.
NEDg Description generation batch_69d1c50af000819087d643cc41a6fcc8 completed April 5, 2026, 2:12 a.m.
NED2 Entity disambiguation (via description) batch_69d1c5d39b288190b276371591a86399 completed April 5, 2026, 2:15 a.m.
Created at: March 30, 2026, 8:26 p.m.