Triple

T17165660
Position Surface form Disambiguated ID Type / Status
Subject Ngāti Tūwharetoa E416601 entity
Predicate hasHapū P96966 FINISHED
Object Ngāti Rauhoto
Ngāti Rauhoto is a hapū (sub-tribe) of the Māori iwi Ngāti Tūwharetoa, traditionally associated with the Lake Taupō region of New Zealand.
E1320067 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 Rauhoto | Statement: [Ngāti Tūwharetoa, hasHapū, Ngāti Rauhoto]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ngāti Rauhoto
Context triple: [Ngāti Tūwharetoa, hasHapū, Ngāti Rauhoto]
  • 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 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 Haupoto
    Ngāti Haupoto is a Māori hapū (sub-tribe) associated with the Taranaki region of Aotearoa New Zealand.
  • D. Ngāti Kahungunu
    Ngāti Kahungunu is a major Māori iwi (tribe) of New Zealand’s eastern North Island, known for its large population, rich cultural traditions, and strong historical presence across regions such as Hawke’s Bay and Wairarapa.
  • E. 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.
  • 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 Rauhoto
Triple: [Ngāti Tūwharetoa, hasHapū, Ngāti Rauhoto]
Generated description
Ngāti Rauhoto is a hapū (sub-tribe) of the Māori iwi Ngāti Tūwharetoa, traditionally associated with the Lake Taupō region of New Zealand.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ngāti Rauhoto
Target entity description: Ngāti Rauhoto is a hapū (sub-tribe) of the Māori iwi Ngāti Tūwharetoa, traditionally associated with the Lake Taupō region of New Zealand.
  • 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 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 Haupoto
    Ngāti Haupoto is a Māori hapū (sub-tribe) associated with the Taranaki region of Aotearoa New Zealand.
  • D. Ngāti Kahungunu
    Ngāti Kahungunu is a major Māori iwi (tribe) of New Zealand’s eastern North Island, known for its large population, rich cultural traditions, and strong historical presence across regions such as Hawke’s Bay and Wairarapa.
  • E. 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.
  • 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_6a03cc075a1881909fef72945e47d68a completed May 13, 2026, 12:55 a.m.
NEDg Description generation batch_6a03cfe2e23c8190bc49aa82debf5367 completed May 13, 2026, 1:12 a.m.
NED2 Entity disambiguation (via description) batch_6a03d04dd0a88190b308c4a2c649f687 completed May 13, 2026, 1:13 a.m.
Created at: April 10, 2026, 5:37 a.m.