Triple

T5670437
Position Surface form Disambiguated ID Type / Status
Subject Auckland Region E124960 entity
Predicate hasLocalBoards P65890 FINISHED
Object Auckland local boards
Auckland local boards are elected local governance bodies within the Auckland Council structure that represent and make decisions for specific communities across the Auckland Region.
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 local boards | Statement: [Auckland Region, hasLocalBoards, Auckland local boards]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Auckland local boards
Context triple: [Auckland Region, hasLocalBoards, Auckland local boards]
  • A. Maungakiekie-Tāmaki Local Board Area
    Maungakiekie-Tāmaki Local Board Area is a local government area in Auckland, New Zealand, encompassing several suburbs and notable landmarks including the volcanic cone and parkland around One Tree Hill.
  • B. Waitematā Local Board Area
    Waitematā Local Board Area is a central Auckland local government area that includes the city’s downtown, waterfront, and key commercial and transport hubs.
  • C. Auckland Council
    Auckland Council is the unitary local government authority responsible for governing and providing services across the Auckland region of New Zealand.
  • D. Manukau City Council
    Manukau City Council was the former local government authority responsible for administering the Manukau area in South Auckland, New Zealand, until it was amalgamated into the Auckland Council.
  • E. Auckland Regional Council
    Auckland Regional Council was the former regional governing body for the Auckland area in New Zealand, responsible for regional planning, transport, and environmental management before the creation of the unified Auckland Council.
  • 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 local boards
Triple: [Auckland Region, hasLocalBoards, Auckland local boards]
Generated description
Auckland local boards are elected local governance bodies within the Auckland Council structure that represent and make decisions for specific communities across the Auckland Region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Auckland local boards
Target entity description: Auckland local boards are elected local governance bodies within the Auckland Council structure that represent and make decisions for specific communities across the Auckland Region.
  • A. Maungakiekie-Tāmaki Local Board Area
    Maungakiekie-Tāmaki Local Board Area is a local government area in Auckland, New Zealand, encompassing several suburbs and notable landmarks including the volcanic cone and parkland around One Tree Hill.
  • B. Waitematā Local Board Area
    Waitematā Local Board Area is a central Auckland local government area that includes the city’s downtown, waterfront, and key commercial and transport hubs.
  • C. Auckland Council chosen
    Auckland Council is the unitary local government authority responsible for governing and providing services across the Auckland region of New Zealand.
  • D. Manukau City Council
    Manukau City Council was the former local government authority responsible for administering the Manukau area in South Auckland, New Zealand, until it was amalgamated into the Auckland Council.
  • E. Auckland Regional Council
    Auckland Regional Council was the former regional governing body for the Auckland area in New Zealand, responsible for regional planning, transport, and environmental management before the creation of the unified Auckland Council.
  • F. None of above.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasLocalBoards
Context triple: [Auckland Region, hasLocalBoards, Auckland local boards]
  • A. hasVillageBoard
    Indicates that an entity is associated with or governed by a specific village board.
  • B. hasServiceBoard
    Indicates that an entity is associated with or connected to a specific service board, such as a panel or group responsible for providing or overseeing services.
  • C. hasLocalOrdinances
    Indicates that a governing body or jurisdiction has established and enacted specific local ordinances or regulations.
  • D. hasCantonmentBoard
    Indicates that an administrative area possesses or is governed by a cantonment board as its local authority.
  • E. hasNeighbourhood
    Indicates that one entity is located within, or is associated with, a particular neighborhood area of another entity.
  • F. None of above. chosen

Provenance (7 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_69c00828906881908966f270b8f130cf completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c025303860819093e51f176babed71 completed March 22, 2026, 5:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69c04db2c07c8190a3ee489146951d2d completed March 22, 2026, 8:14 p.m.
NEDg Description generation batch_69c04ee03d1c819096a5acf0358165c1 completed March 22, 2026, 8:19 p.m.
NED2 Entity disambiguation (via description) batch_69c04ffb0fb8819080dff2a9ec6eacb4 completed March 22, 2026, 8:24 p.m.
PD Predicate disambiguation batch_69c021bc3894819084f37d14ba4b2644 completed March 22, 2026, 5:07 p.m.
PDg Predicate description generation batch_69c0252e18988190a8f3aa0684c12fb8 completed March 22, 2026, 5:21 p.m.
Created at: March 22, 2026, 3:43 p.m.