Triple

T16167415
Position Surface form Disambiguated ID Type / Status
Subject Ngaruawahia E392340 entity
Predicate electorate P1971 FINISHED
Object Hauraki-Waikato (Māori electorate)
Hauraki-Waikato is a New Zealand Māori parliamentary electorate that represents Māori communities across parts of the Waikato and Hauraki regions, including towns such as Ngaruawahia.
E1198260 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: Hauraki-Waikato (Māori electorate) | Statement: [Ngaruawahia, electorate, Hauraki-Waikato (Māori electorate)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hauraki-Waikato (Māori electorate)
Context triple: [Ngaruawahia, electorate, Hauraki-Waikato (Māori electorate)]
  • A. Waikato electorate
    The Waikato electorate is a New Zealand parliamentary constituency that covers a largely rural area in the Waikato region, represented in the country's House of Representatives.
  • B. Ōhāriu electorate
    The Ōhāriu electorate is a New Zealand parliamentary constituency in the Wellington region, known for covering northern suburbs of Wellington City and parts of the adjacent Porirua area.
  • C. Ōtaki electorate
    Ōtaki electorate is a New Zealand parliamentary constituency on the lower North Island that includes the town of Levin and surrounding areas.
  • D. New Zealand electorate of Waimakariri
    The New Zealand electorate of Waimakariri is a parliamentary constituency in the Canterbury region that includes towns such as Kaiapoi and serves as a voting district for representation in the New Zealand House of Representatives.
  • E. Taranaki–King Country electorate
    The Taranaki–King Country electorate is a New Zealand parliamentary constituency in the central-western North Island, known for its largely rural character and long-standing support for the National Party.
  • 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: Hauraki-Waikato (Māori electorate)
Triple: [Ngaruawahia, electorate, Hauraki-Waikato (Māori electorate)]
Generated description
Hauraki-Waikato is a New Zealand Māori parliamentary electorate that represents Māori communities across parts of the Waikato and Hauraki regions, including towns such as Ngaruawahia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hauraki-Waikato (Māori electorate)
Target entity description: Hauraki-Waikato is a New Zealand Māori parliamentary electorate that represents Māori communities across parts of the Waikato and Hauraki regions, including towns such as Ngaruawahia.
  • A. Waikato electorate
    The Waikato electorate is a New Zealand parliamentary constituency that covers a largely rural area in the Waikato region, represented in the country's House of Representatives.
  • B. Ōhāriu electorate
    The Ōhāriu electorate is a New Zealand parliamentary constituency in the Wellington region, known for covering northern suburbs of Wellington City and parts of the adjacent Porirua area.
  • C. Ōtaki electorate
    Ōtaki electorate is a New Zealand parliamentary constituency on the lower North Island that includes the town of Levin and surrounding areas.
  • D. New Zealand electorate of Waimakariri
    The New Zealand electorate of Waimakariri is a parliamentary constituency in the Canterbury region that includes towns such as Kaiapoi and serves as a voting district for representation in the New Zealand House of Representatives.
  • E. Taranaki–King Country electorate
    The Taranaki–King Country electorate is a New Zealand parliamentary constituency in the central-western North Island, known for its largely rural character and long-standing support for the National Party.
  • 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_69d87f1d32208190942e4e499a80c18c completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e21eb3ec4c81908d4e5c0f39a85900 completed April 17, 2026, 11:51 a.m.
NED1 Entity disambiguation (via context triple) batch_69fff7bb6aac8190a33607abfe9a32d0 completed May 10, 2026, 3:12 a.m.
NEDg Description generation batch_69fff9bb09c48190881c0f70bae0aec8 completed May 10, 2026, 3:21 a.m.
NED2 Entity disambiguation (via description) batch_69fffa5186b88190971d3c5061503541 completed May 10, 2026, 3:24 a.m.
Created at: April 10, 2026, 5:02 a.m.