Triple

T17165697
Position Surface form Disambiguated ID Type / Status
Subject Ngāti Tūwharetoa E416601 entity
Predicate hasNotablePerson P304 FINISHED
Object Wairangi Koopu
Wairangi Koopu is a former New Zealand professional rugby league player who represented the New Zealand Warriors in the NRL and the Kiwis at international level.
E1254137 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: Wairangi Koopu | Statement: [Ngāti Tūwharetoa, hasNotablePerson, Wairangi Koopu]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Wairangi Koopu
Context triple: [Ngāti Tūwharetoa, hasNotablePerson, Wairangi Koopu]
  • A. Tamarua
    Tamarua is a village and district located on the island of Mangaia in the Cook Islands.
  • B. Piako
    Piako is a locality and namesake area in New Zealand’s Waikato region, associated with the Matamata-Piako District and the surrounding rural landscape.
  • C. Punga
    Punga is a figure from Māori mythology, traditionally regarded as an ancestor of sharks, lizards, and other troublesome sea creatures.
  • D. Poutoru
    Poutoru is the principal village and administrative center of the island of Taha'a in French Polynesia.
  • E. Koru
    Koru is a small town in western Kenya known historically for its agricultural activities and as the childhood home of former UN Secretary-General Kofi Annan.
  • 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: Wairangi Koopu
Triple: [Ngāti Tūwharetoa, hasNotablePerson, Wairangi Koopu]
Generated description
Wairangi Koopu is a former New Zealand professional rugby league player who represented the New Zealand Warriors in the NRL and the Kiwis at international level.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Wairangi Koopu
Target entity description: Wairangi Koopu is a former New Zealand professional rugby league player who represented the New Zealand Warriors in the NRL and the Kiwis at international level.
  • A. Tamarua
    Tamarua is a village and district located on the island of Mangaia in the Cook Islands.
  • B. Piako
    Piako is a locality and namesake area in New Zealand’s Waikato region, associated with the Matamata-Piako District and the surrounding rural landscape.
  • C. Punga
    Punga is a figure from Māori mythology, traditionally regarded as an ancestor of sharks, lizards, and other troublesome sea creatures.
  • D. Poutoru
    Poutoru is the principal village and administrative center of the island of Taha'a in French Polynesia.
  • E. Koru
    Koru is a small town in western Kenya known historically for its agricultural activities and as the childhood home of former UN Secretary-General Kofi Annan.
  • 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_6a01483b827081909619ea691c4c0e1e completed May 11, 2026, 3:08 a.m.
NEDg Description generation batch_6a014a2f8fec8190b1303967a76ceb63 completed May 11, 2026, 3:17 a.m.
NED2 Entity disambiguation (via description) batch_6a014ab0be388190a6ce49cff469fe81 completed May 11, 2026, 3:19 a.m.
Created at: April 10, 2026, 5:37 a.m.