Triple

T20536470

Position	Surface form	Disambiguated ID	Type / Status
Subject	Manukau	`E504211`	entity
Predicate	localBoardArea	`P15573`	FINISHED
Object	Ōtara-Papatoetoe Local Board Ōtara-Papatoetoe Local Board is a local government body within Auckland Council that represents and manages community services and development for the Ōtara and Papatoetoe areas in South Auckland, New Zealand.	`E1437920`	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: Ōtara-Papatoetoe Local Board | Statement: [Manukau, localBoardArea, Ōtara-Papatoetoe Local Board]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Ōtara-Papatoetoe Local Board
Context triple: [Manukau, localBoardArea, Ōtara-Papatoetoe Local Board]

A. Māngere-Ōtāhuhu Local Board
The Māngere-Ōtāhuhu Local Board is a local governance body within Auckland Council responsible for community services, facilities, and local decision-making in the Māngere-Ōtāhuhu area of Auckland, New Zealand.
B. Devonport-Takapuna Local Board
Devonport-Takapuna Local Board is a local government body within Auckland Council responsible for representing and making decisions for the coastal suburbs of Devonport, Takapuna, and surrounding areas on Auckland’s North Shore.
C. 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.
D. Puketāpapa Local Board
Puketāpapa Local Board is a local government body within Auckland Council responsible for community services, facilities, and local decision-making in the Puketāpapa area, including suburbs such as Mount Roskill.
E. Waiheke Local Board
Waiheke Local Board is a local government body within Auckland Council responsible for representing community interests and overseeing local services and development on Waiheke Island.
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: Ōtara-Papatoetoe Local Board
Triple: [Manukau, localBoardArea, Ōtara-Papatoetoe Local Board]

Generated description

Ōtara-Papatoetoe Local Board is a local government body within Auckland Council that represents and manages community services and development for the Ōtara and Papatoetoe areas in South Auckland, New Zealand.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Ōtara-Papatoetoe Local Board
Target entity description: Ōtara-Papatoetoe Local Board is a local government body within Auckland Council that represents and manages community services and development for the Ōtara and Papatoetoe areas in South Auckland, New Zealand.

A. Māngere-Ōtāhuhu Local Board
The Māngere-Ōtāhuhu Local Board is a local governance body within Auckland Council responsible for community services, facilities, and local decision-making in the Māngere-Ōtāhuhu area of Auckland, New Zealand.
B. Devonport-Takapuna Local Board
Devonport-Takapuna Local Board is a local government body within Auckland Council responsible for representing and making decisions for the coastal suburbs of Devonport, Takapuna, and surrounding areas on Auckland’s North Shore.
C. 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.
D. Puketāpapa Local Board
Puketāpapa Local Board is a local government body within Auckland Council responsible for community services, facilities, and local decision-making in the Puketāpapa area, including suburbs such as Mount Roskill.
E. Waiheke Local Board
Waiheke Local Board is a local government body within Auckland Council responsible for representing community interests and overseeing local services and development on Waiheke Island.
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_69e0b4b476648190bc6019622ae54d3c`	completed	April 16, 2026, 10:06 a.m.
NER	Named-entity recognition	`batch_69e6a06ed3088190bd01a95672b01ad6`	completed	April 20, 2026, 9:53 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a08a5638f688190b74c79fcb506a24d`	completed	May 16, 2026, 5:12 p.m.
NEDg	Description generation	`batch_6a08a9459444819089c180ede20cc100`	completed	May 16, 2026, 5:28 p.m.
NED2	Entity disambiguation (via description)	`batch_6a08a9c8ae4c8190951fb838bd8c5e91`	completed	May 16, 2026, 5:30 p.m.

Created at: April 16, 2026, 11:37 a.m.