Triple

T17002583
Position Surface form Disambiguated ID Type / Status
Subject Ngāi Te Rangi E412484 entity
Predicate hasHapū P96966 FINISHED
Object Ngāti He
Ngāti He is a Māori hapū (sub-tribe) of the Ngāi Te Rangi iwi, traditionally based around the Tauranga Moana region of Aotearoa New Zealand.
 E1276647 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 He | Statement: [Ngāi Te Rangi, hasHapū, Ngāti He]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ngāti He
Context triple: [Ngāi Te Rangi, hasHapū, Ngāti He]
  • A. Ngāti Hei iwi
    Ngāti Hei iwi is a Māori tribal group of Aotearoa New Zealand whose ancestral lands and identity are closely tied to the coastal region of the Coromandel Peninsula.
  • B. Ngāti Haupoto
    Ngāti Haupoto is a Māori hapū (sub-tribe) associated with the Taranaki region of Aotearoa New Zealand.
  • C. Ngāti Tū
    Ngāti Tū is a Māori hapū (sub-tribe) that forms part of the Ngāruahine iwi in the Taranaki region of New Zealand.
  • D. Ngāti Haumia
    Ngāti Haumia is a hapū (sub-tribe) of the Ngāti Toa Rangatira iwi, a Māori tribal group of Aotearoa New Zealand.
  • 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 He
Triple: [Ngāi Te Rangi, hasHapū, Ngāti He]
Generated description
Ngāti He is a Māori hapū (sub-tribe) of the Ngāi Te Rangi iwi, traditionally based around the Tauranga Moana region of Aotearoa New Zealand.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ngāti He
Target entity description: Ngāti He is a Māori hapū (sub-tribe) of the Ngāi Te Rangi iwi, traditionally based around the Tauranga Moana region of Aotearoa New Zealand.
  • A. Ngāti Hei iwi
    Ngāti Hei iwi is a Māori tribal group of Aotearoa New Zealand whose ancestral lands and identity are closely tied to the coastal region of the Coromandel Peninsula.
  • B. Ngāti Haupoto
    Ngāti Haupoto is a Māori hapū (sub-tribe) associated with the Taranaki region of Aotearoa New Zealand.
  • C. Ngāti Tū
    Ngāti Tū is a Māori hapū (sub-tribe) that forms part of the Ngāruahine iwi in the Taranaki region of New Zealand.
  • D. Ngāti Haumia
    Ngāti Haumia is a hapū (sub-tribe) of the Ngāti Toa Rangatira iwi, a Māori tribal group of Aotearoa New Zealand.
  • 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_69d886cb581c8190ab05f4b429c9cd85 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d37f8ba88190b8d32a1d09b6e6fd completed April 18, 2026, 6:54 p.m.
NED1 Entity disambiguation (via context triple) batch_6a01ddcf76fc81908b455c570e12d4d8 completed May 11, 2026, 1:46 p.m.
NEDg Description generation batch_6a01df83eae88190b8203169c73affb1 completed May 11, 2026, 1:54 p.m.
NED2 Entity disambiguation (via description) batch_6a01dfbfc47881908fc933be12de619d completed May 11, 2026, 1:55 p.m.
Created at: April 10, 2026, 5:32 a.m.