Triple

T17002582
Position Surface form Disambiguated ID Type / Status
Subject Ngāi Te Rangi E412484 entity
Predicate hasHapū P96966 FINISHED
Object Ngāti Tapu
Ngāti Tapu is a hapū (sub-tribe) of the Ngāi Te Rangi iwi, a Māori tribal group from the Tauranga Moana region of Aotearoa New Zealand.
E1275946 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 Tapu | Statement: [Ngāi Te Rangi, hasHapū, Ngāti Tapu]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ngāti Tapu
Context triple: [Ngāi Te Rangi, hasHapū, Ngāti Tapu]
  • 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 Haupoto
    Ngāti Haupoto is a Māori hapū (sub-tribe) associated with the Taranaki region of Aotearoa New Zealand.
  • C. Ngāti Kuia
    Ngāti Kuia is a Māori iwi (tribe) of Aotearoa New Zealand with ancestral ties to the northern South Island, particularly around Te Hoiere (Pelorus Sound) and surrounding areas.
  • D. Ngāti Tuparikino
    Ngāti Tuparikino is a hapū (sub-tribe) of the Te Atiawa iwi, a Māori tribal group from the Taranaki region of Aotearoa New Zealand.
  • E. 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.
  • 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 Tapu
Triple: [Ngāi Te Rangi, hasHapū, Ngāti Tapu]
Generated description
Ngāti Tapu is a hapū (sub-tribe) of the Ngāi Te Rangi iwi, a Māori tribal group from the Tauranga Moana region of Aotearoa New Zealand.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ngāti Tapu
Target entity description: Ngāti Tapu is a hapū (sub-tribe) of the Ngāi Te Rangi iwi, a Māori tribal group from the Tauranga Moana region of Aotearoa 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 Haupoto
    Ngāti Haupoto is a Māori hapū (sub-tribe) associated with the Taranaki region of Aotearoa New Zealand.
  • C. Ngāti Kuia
    Ngāti Kuia is a Māori iwi (tribe) of Aotearoa New Zealand with ancestral ties to the northern South Island, particularly around Te Hoiere (Pelorus Sound) and surrounding areas.
  • D. Ngāti Tuparikino
    Ngāti Tuparikino is a hapū (sub-tribe) of the Te Atiawa iwi, a Māori tribal group from the Taranaki region of Aotearoa New Zealand.
  • E. 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.
  • 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_6a01d273f37c8190bbad1ee6a0dc215f completed May 11, 2026, 12:58 p.m.
NEDg Description generation batch_6a01d89932cc8190b3fd0ee72567cf46 completed May 11, 2026, 1:24 p.m.
NED2 Entity disambiguation (via description) batch_6a01d9741c348190ab926699e1b6a48f completed May 11, 2026, 1:28 p.m.
Created at: April 10, 2026, 5:32 a.m.