Triple

T855946
Position Surface form Disambiguated ID Type / Status
Subject Auckland E18491 entity
Predicate hasLocalAuthority P3379 FINISHED
Object Auckland Council
Auckland Council is the unitary local government authority responsible for governing and providing services across the Auckland region of New Zealand.
E101020 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: Auckland Council | Statement: [Auckland, hasLocalAuthority, Auckland Council]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Auckland Council
Context triple: [Auckland, hasLocalAuthority, Auckland Council]
  • A. Auckland
    Auckland is a major New Zealand metropolis known for its harbors, multicultural population, and role as the country’s primary economic and transport hub.
  • B. Waikato Region
    The Waikato Region is a large administrative and geographic area in the central North Island of New Zealand, known for its fertile farmland, the Waikato River, and significant natural attractions including parts of Tongariro National Park.
  • C. Tauranga
    Tauranga is a major coastal city and port in the Bay of Plenty region of New Zealand, known for its beaches, harbor, and growing economic and tourism sectors.
  • D. Māori Council
    The Māori Council is a statutory body in New Zealand that advocates for the rights, interests, and well-being of Māori people at a national level.
  • E. Palmerston North
    Palmerston North is a major inland city in New Zealand known for its role as an educational and logistical hub, particularly home to Massey University.
  • 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: Auckland Council
Triple: [Auckland, hasLocalAuthority, Auckland Council]
Generated description
Auckland Council is the unitary local government authority responsible for governing and providing services across the Auckland region of New Zealand.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Auckland Council
Target entity description: Auckland Council is the unitary local government authority responsible for governing and providing services across the Auckland region of New Zealand.
  • A. Auckland
    Auckland is a major New Zealand metropolis known for its harbors, multicultural population, and role as the country’s primary economic and transport hub.
  • B. Waikato Region
    The Waikato Region is a large administrative and geographic area in the central North Island of New Zealand, known for its fertile farmland, the Waikato River, and significant natural attractions including parts of Tongariro National Park.
  • C. Tauranga
    Tauranga is a major coastal city and port in the Bay of Plenty region of New Zealand, known for its beaches, harbor, and growing economic and tourism sectors.
  • D. Māori Council
    The Māori Council is a statutory body in New Zealand that advocates for the rights, interests, and well-being of Māori people at a national level.
  • E. Palmerston North
    Palmerston North is a major inland city in New Zealand known for its role as an educational and logistical hub, particularly home to Massey University.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasLocalAuthority
Context triple: [Auckland, hasLocalAuthority, Auckland Council]
  • A. hasLocalGovernmentBody chosen
    Indicates that an entity is administered or overseen by a specific local government authority or governing body.
  • B. localAuthorityArea
    Indicates that one entity is a geographic or administrative area governed or managed by a specified local authority.
  • C. hasMetropolitanAuthorityOver
    Indicates that one entity holds official governing or administrative authority over a metropolitan area or region associated with another entity.
  • D. hasMunicipalGovernment
    Indicates that an entity is administered or governed by a municipal-level governmental authority.
  • E. hasLocalOrdinances
    Indicates that a governing body or jurisdiction has established and enacted specific local ordinances or regulations.
  • F. None of above.

Provenance (6 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_69a4938bdd3c8190a954a3c11844d9cf completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4ac3c172481908ed164ee1579ec28 completed March 1, 2026, 9:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69a7a3bfcf308190b1ffc63ccd32cc66 completed March 4, 2026, 3:15 a.m.
NEDg Description generation batch_69a7a4416144819099d6388fac05f475 completed March 4, 2026, 3:17 a.m.
NED2 Entity disambiguation (via description) batch_69a7a4b346b88190a264742a3f6ab2d1 completed March 4, 2026, 3:19 a.m.
PD Predicate disambiguation batch_69a4aa834a588190bca4a0eb83fb3eb6 completed March 1, 2026, 9:07 p.m.
Created at: March 1, 2026, 7:39 p.m.