Triple

T12315531
Position Surface form Disambiguated ID Type / Status
Subject Waikato-Tainui E293588 entity
Predicate hasNotableSubtribe P104422 FINISHED
Object Ngāti Mahuta
Ngāti Mahuta is a prominent Māori hapū (subtribe) of the Waikato region in New Zealand, historically associated with the Kīngitanga (Māori King Movement) and significant tribal leadership.
E987630 NE FINISHED

How this triple was built (5 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 Mahuta | Statement: [Waikato-Tainui, hasNotableSubtribe, Ngāti Mahuta]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ngāti Mahuta
Context triple: [Waikato-Tainui, hasNotableSubtribe, Ngāti Mahuta]
  • A. Ngāti Hauā
    Ngāti Hauā is a Māori iwi (tribe) of the Waikato region in New Zealand, historically influential in regional politics and culture and associated with the broader Tainui confederation.
  • B. Ngāti Pūkenga
    Ngāti Pūkenga is a Māori iwi (tribe) of Aotearoa New Zealand with ancestral ties to the Bay of Plenty region and a distinct cultural, historical, and genealogical identity.
  • C. Ngāti Mutunga
    Ngāti Mutunga is a Māori iwi (tribe) of Aotearoa New Zealand, traditionally based in Taranaki and with historical connections to the Chatham Islands (Rēkohu/Wharekauri).
  • D. Ngāti Hineuru
    Ngāti Hineuru is a Māori iwi (tribe) of the central North Island of New Zealand, recognized for its historical connections to the inland Bay of Plenty and Hawke’s Bay regions and its participation in Treaty of Waitangi settlement processes.
  • 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 Mahuta
Triple: [Waikato-Tainui, hasNotableSubtribe, Ngāti Mahuta]
Generated description
Ngāti Mahuta is a prominent Māori hapū (subtribe) of the Waikato region in New Zealand, historically associated with the Kīngitanga (Māori King Movement) and significant tribal leadership.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ngāti Mahuta
Target entity description: Ngāti Mahuta is a prominent Māori hapū (subtribe) of the Waikato region in New Zealand, historically associated with the Kīngitanga (Māori King Movement) and significant tribal leadership.
  • A. Ngāti Hauā
    Ngāti Hauā is a Māori iwi (tribe) of the Waikato region in New Zealand, historically influential in regional politics and culture and associated with the broader Tainui confederation.
  • B. Ngāti Pūkenga
    Ngāti Pūkenga is a Māori iwi (tribe) of Aotearoa New Zealand with ancestral ties to the Bay of Plenty region and a distinct cultural, historical, and genealogical identity.
  • C. Ngāti Mutunga
    Ngāti Mutunga is a Māori iwi (tribe) of Aotearoa New Zealand, traditionally based in Taranaki and with historical connections to the Chatham Islands (Rēkohu/Wharekauri).
  • D. Ngāti Hineuru
    Ngāti Hineuru is a Māori iwi (tribe) of the central North Island of New Zealand, recognized for its historical connections to the inland Bay of Plenty and Hawke’s Bay regions and its participation in Treaty of Waitangi settlement processes.
  • 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
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasNotableSubtribe
Context triple: [Waikato-Tainui, hasNotableSubtribe, Ngāti Mahuta]
  • A. subTribeOf
    Indicates that one tribe is a subordinate or constituent part of a larger, parent tribe.
  • B. hasRelatedTribe
    Indicates that one tribe is associated or connected to another tribe in some relevant way, such as by kinship, alliance, or shared characteristics.
  • C. hasTribalMembersFrom
    Indicates that an entity includes or is composed of members originating from a specified tribe or tribal group.
  • D. hasBrotherTribe
    Indicates a relationship where one tribe is recognized as the brother or closely allied counterpart of another tribe.
  • E. hasHalfTribe
    Indicates a relationship where one entity possesses or is associated with a subgroup that constitutes half of a larger tribe.
  • F. None of above. chosen

Provenance (7 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_69d6ab6a2b50819082f6aedd32ed608a completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d93f621570819091ee1db2609233ea completed April 10, 2026, 6:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69f64b8cf0e8819088f5ee03495bbf61 completed May 2, 2026, 7:07 p.m.
NEDg Description generation batch_69f64d15a97c81909046190f0d0fd986 completed May 2, 2026, 7:14 p.m.
NED2 Entity disambiguation (via description) batch_69f64e6d311c8190b851b89e394165d0 completed May 2, 2026, 7:20 p.m.
PD Predicate disambiguation batch_69d93ec5be788190b82d2edc6a0f1095 completed April 10, 2026, 6:17 p.m.
PDg Predicate description generation batch_69d93f607a88819089e89fd263ae9937 completed April 10, 2026, 6:20 p.m.
Created at: April 8, 2026, 9:53 p.m.