Triple

T17288097
Position Surface form Disambiguated ID Type / Status
Subject Whakarewarewa Living Māori Village E419710 entity
Predicate iwi P96964 FINISHED
Object Tūhourangi Ngāti Wāhiao
Tūhourangi Ngāti Wāhiao is a Māori iwi (tribe) of the Rotorua region in New Zealand, renowned for its deep cultural heritage, geothermal landscapes, and long-standing role as hosts and guardians of tourism and tradition at Whakarewarewa.
E1260108 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: Tūhourangi Ngāti Wāhiao | Statement: [Whakarewarewa Living Māori Village, iwi, Tūhourangi Ngāti Wāhiao]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tūhourangi Ngāti Wāhiao
Context triple: [Whakarewarewa Living Māori Village, iwi, Tūhourangi Ngāti Wāhiao]
  • A. Ngāti Tutemohuta
    Ngāti Tutemohuta is a hapū (sub-tribe) of the Māori iwi Ngāti Tūwharetoa, traditionally associated with the central North Island of Aotearoa New Zealand.
  • B. Te Rangihaeata
    Te Rangihaeata was a prominent 19th-century Māori chief and warrior of Ngāti Toa, known for his staunch resistance to British colonial expansion in New Zealand.
  • C. Ripa Teatina
    Ripa Teatina is a small Italian municipality in the Abruzzo region, known for its rural landscape, wine production, and proximity to the Adriatic coast.
  • D. 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.
  • E. Hōne Heke
    Hōne Heke was a prominent 19th-century Māori rangatira and war leader known for his role in the Flagstaff War and as an early opponent of British colonial authority in 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: Tūhourangi Ngāti Wāhiao
Triple: [Whakarewarewa Living Māori Village, iwi, Tūhourangi Ngāti Wāhiao]
Generated description
Tūhourangi Ngāti Wāhiao is a Māori iwi (tribe) of the Rotorua region in New Zealand, renowned for its deep cultural heritage, geothermal landscapes, and long-standing role as hosts and guardians of tourism and tradition at Whakarewarewa.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tūhourangi Ngāti Wāhiao
Target entity description: Tūhourangi Ngāti Wāhiao is a Māori iwi (tribe) of the Rotorua region in New Zealand, renowned for its deep cultural heritage, geothermal landscapes, and long-standing role as hosts and guardians of tourism and tradition at Whakarewarewa.
  • A. Ngāti Tutemohuta
    Ngāti Tutemohuta is a hapū (sub-tribe) of the Māori iwi Ngāti Tūwharetoa, traditionally associated with the central North Island of Aotearoa New Zealand.
  • B. Te Rangihaeata
    Te Rangihaeata was a prominent 19th-century Māori chief and warrior of Ngāti Toa, known for his staunch resistance to British colonial expansion in New Zealand.
  • C. Ripa Teatina
    Ripa Teatina is a small Italian municipality in the Abruzzo region, known for its rural landscape, wine production, and proximity to the Adriatic coast.
  • D. 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.
  • E. Hōne Heke
    Hōne Heke was a prominent 19th-century Māori rangatira and war leader known for his role in the Flagstaff War and as an early opponent of British colonial authority in 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_69d886db32608190a61e18862c5a8af6 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e43780fad88190b82193c8335e2f11 completed April 19, 2026, 2:01 a.m.
NED1 Entity disambiguation (via context triple) batch_6a017957c738819087341bcd51b55114 completed May 11, 2026, 6:38 a.m.
NEDg Description generation batch_6a0179f16af481909f409adb5367f021 completed May 11, 2026, 6:40 a.m.
NED2 Entity disambiguation (via description) batch_6a017ad8480881909ca9a9982585b08d completed May 11, 2026, 6:44 a.m.
Created at: April 10, 2026, 5:40 a.m.