Triple

T18687203
Position Surface form Disambiguated ID Type / Status
Subject Maungakiekie-Tāmaki Local Board Area E456898 entity
Predicate within P1393 FINISHED
Object Tāmaki Makaurau (Auckland urban area)
Tāmaki Makaurau (Auckland urban area) is New Zealand’s largest and most populous metropolitan region, centered on the city of Auckland and spanning a wide coastal and suburban landscape across the North Island.
E124960 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: Tāmaki Makaurau (Auckland urban area) | Statement: [Maungakiekie-Tāmaki Local Board Area, within, Tāmaki Makaurau (Auckland urban area)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tāmaki Makaurau (Auckland urban area)
Context triple: [Maungakiekie-Tāmaki Local Board Area, within, Tāmaki Makaurau (Auckland urban area)]
  • A. South Auckland
    South Auckland is a major urban and suburban area of Auckland, New Zealand, known for its cultural diversity, strong Pasifika and Māori communities, and significant residential and industrial zones.
  • B. West Auckland
    West Auckland is a suburban and semi-urban area on the western side of Auckland, New Zealand, known for its residential communities, native bush, and black-sand surf beaches.
  • C. East Auckland
    East Auckland is a suburban area on the eastern side of Auckland, New Zealand, known for its coastal neighborhoods, diverse communities, and mix of residential, commercial, and recreational spaces.
  • D. Auckland Region
    The Auckland Region is a populous administrative area in northern New Zealand that encompasses the city of Auckland and its surrounding urban and rural communities.
  • E. North Shore, Auckland
    North Shore, Auckland is a coastal urban area on the northern side of Auckland, New Zealand, known for its beaches, residential suburbs, and commercial centers.
  • 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: Tāmaki Makaurau (Auckland urban area)
Triple: [Maungakiekie-Tāmaki Local Board Area, within, Tāmaki Makaurau (Auckland urban area)]
Generated description
Tāmaki Makaurau (Auckland urban area) is New Zealand’s largest and most populous metropolitan region, centered on the city of Auckland and spanning a wide coastal and suburban landscape across the North Island.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tāmaki Makaurau (Auckland urban area)
Target entity description: Tāmaki Makaurau (Auckland urban area) is New Zealand’s largest and most populous metropolitan region, centered on the city of Auckland and spanning a wide coastal and suburban landscape across the North Island.
  • A. South Auckland
    South Auckland is a major urban and suburban area of Auckland, New Zealand, known for its cultural diversity, strong Pasifika and Māori communities, and significant residential and industrial zones.
  • B. West Auckland
    West Auckland is a suburban and semi-urban area on the western side of Auckland, New Zealand, known for its residential communities, native bush, and black-sand surf beaches.
  • C. East Auckland
    East Auckland is a suburban area on the eastern side of Auckland, New Zealand, known for its coastal neighborhoods, diverse communities, and mix of residential, commercial, and recreational spaces.
  • D. Auckland Region chosen
    The Auckland Region is a populous administrative area in northern New Zealand that encompasses the city of Auckland and its surrounding urban and rural communities.
  • E. North Shore, Auckland
    North Shore, Auckland is a coastal urban area on the northern side of Auckland, New Zealand, known for its beaches, residential suburbs, and commercial centers.
  • F. None of above.

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_69d8d391eb488190ac2e9abf5bf255e4 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e55b2d9a24819098c8e963ee430437 completed April 19, 2026, 10:46 p.m.
NED1 Entity disambiguation (via context triple) batch_6a052b2dea248190a0483f3aa063247a completed May 14, 2026, 1:53 a.m.
NEDg Description generation batch_6a052cbd06948190ad43c0e9c87f923d completed May 14, 2026, 2 a.m.
NED2 Entity disambiguation (via description) batch_6a052dcc4550819083f77cb8af1326d8 completed May 14, 2026, 2:05 a.m.
Created at: April 10, 2026, 11:49 a.m.