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.