Triple

T17165654
Position Surface form Disambiguated ID Type / Status
Subject Ngāti Tūwharetoa E416601 entity
Predicate hasHapū P96966 FINISHED
Object Ngāti Rongomai
Ngāti Rongomai is a Māori hapū (sub-tribe) of the central North Island of New Zealand, traditionally affiliated with the iwi Ngāti Tūwharetoa.
 E1310840 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 Rongomai | Statement: [Ngāti Tūwharetoa, hasHapū, Ngāti Rongomai]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ngāti Rongomai
Context triple: [Ngāti Tūwharetoa, hasHapū, Ngāti Rongomai]
  • A. 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.
  • B. Ngāti Rangiteaorere
    Ngāti Rangiteaorere is a Māori iwi (tribe) of New Zealand, traditionally based in the Rotorua region and recognized as a distinct Treaty of Waitangi settlement group.
  • C. Ngāti Tūrumakina
    Ngāti Tūrumakina is a Māori hapū (sub-tribe) that forms part of the wider Ngāti Tūwharetoa iwi in Aotearoa New Zealand.
  • D. Ngāti Rangiwewehi
    Ngāti Rangiwewehi is a Māori iwi (tribe) from the Rotorua region of New Zealand, known for its strong cultural traditions, especially in kapa haka and waiata.
  • E. Ngāti Tū
    Ngāti Tū is a Māori hapū (sub-tribe) that forms part of the Ngāruahine iwi in the Taranaki region of 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 Rongomai
Triple: [Ngāti Tūwharetoa, hasHapū, Ngāti Rongomai]
Generated description
Ngāti Rongomai is a Māori hapū (sub-tribe) of the central North Island of New Zealand, traditionally affiliated with the iwi Ngāti Tūwharetoa.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ngāti Rongomai
Target entity description: Ngāti Rongomai is a Māori hapū (sub-tribe) of the central North Island of New Zealand, traditionally affiliated with the iwi Ngāti Tūwharetoa.
  • A. 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.
  • B. Ngāti Rangiteaorere
    Ngāti Rangiteaorere is a Māori iwi (tribe) of New Zealand, traditionally based in the Rotorua region and recognized as a distinct Treaty of Waitangi settlement group.
  • C. Ngāti Tūrumakina
    Ngāti Tūrumakina is a Māori hapū (sub-tribe) that forms part of the wider Ngāti Tūwharetoa iwi in Aotearoa New Zealand.
  • D. Ngāti Rangiwewehi
    Ngāti Rangiwewehi is a Māori iwi (tribe) from the Rotorua region of New Zealand, known for its strong cultural traditions, especially in kapa haka and waiata.
  • E. Ngāti Tū
    Ngāti Tū is a Māori hapū (sub-tribe) that forms part of the Ngāruahine iwi in the Taranaki region of 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_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_6a0397e9980c81908e143c78378a86c5 completed May 12, 2026, 9:13 p.m.
NEDg Description generation batch_6a0398dd1d50819087d16ad6f09ef063 completed May 12, 2026, 9:17 p.m.
NED2 Entity disambiguation (via description) batch_6a03998369648190ae2e84ba56827473 completed May 12, 2026, 9:20 p.m.
Created at: April 10, 2026, 5:37 a.m.