Triple

T16328383

Position	Surface form	Disambiguated ID	Type / Status
Subject	Hamilton West	`E396482`	entity
Predicate	electorate	`P1971`	FINISHED
Object	Hamilton West (New Zealand parliamentary electorate) Hamilton West (New Zealand parliamentary electorate) is a New Zealand parliamentary constituency centered on the western part of the city of Hamilton, represented in the House of Representatives under the country’s mixed-member proportional system.	`E1207409`	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: Hamilton West (New Zealand parliamentary electorate) | Statement: [Hamilton West, electorate, Hamilton West (New Zealand parliamentary electorate)]

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

Target entity: Hamilton West (New Zealand parliamentary electorate)
Context triple: [Hamilton West, electorate, Hamilton West (New Zealand parliamentary electorate)]

A. Hauraki-Waikato (Māori electorate)
Hauraki-Waikato is a New Zealand Māori parliamentary electorate that represents Māori communities across parts of the Waikato and Hauraki regions, including towns such as Ngaruawahia.
B. Waikato electorate
The Waikato electorate is a New Zealand parliamentary constituency that covers a largely rural area in the Waikato region, represented in the country's House of Representatives.
C. New Zealand electorate of Waimakariri
The New Zealand electorate of Waimakariri is a parliamentary constituency in the Canterbury region that includes towns such as Kaiapoi and serves as a voting district for representation in the New Zealand House of Representatives.
D. Ōhāriu electorate
The Ōhāriu electorate is a New Zealand parliamentary constituency in the Wellington region, known for covering northern suburbs of Wellington City and parts of the adjacent Porirua area.
E. Ōtaki electorate
Ōtaki electorate is a New Zealand parliamentary constituency on the lower North Island that includes the town of Levin and surrounding areas.
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: Hamilton West (New Zealand parliamentary electorate)
Triple: [Hamilton West, electorate, Hamilton West (New Zealand parliamentary electorate)]

Generated description

Hamilton West (New Zealand parliamentary electorate) is a New Zealand parliamentary constituency centered on the western part of the city of Hamilton, represented in the House of Representatives under the country’s mixed-member proportional system.

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

Target entity: Hamilton West (New Zealand parliamentary electorate)
Target entity description: Hamilton West (New Zealand parliamentary electorate) is a New Zealand parliamentary constituency centered on the western part of the city of Hamilton, represented in the House of Representatives under the country’s mixed-member proportional system.

A. Hauraki-Waikato (Māori electorate)
Hauraki-Waikato is a New Zealand Māori parliamentary electorate that represents Māori communities across parts of the Waikato and Hauraki regions, including towns such as Ngaruawahia.
B. Waikato electorate
The Waikato electorate is a New Zealand parliamentary constituency that covers a largely rural area in the Waikato region, represented in the country's House of Representatives.
C. New Zealand electorate of Waimakariri
The New Zealand electorate of Waimakariri is a parliamentary constituency in the Canterbury region that includes towns such as Kaiapoi and serves as a voting district for representation in the New Zealand House of Representatives.
D. Ōhāriu electorate
The Ōhāriu electorate is a New Zealand parliamentary constituency in the Wellington region, known for covering northern suburbs of Wellington City and parts of the adjacent Porirua area.
E. Ōtaki electorate
Ōtaki electorate is a New Zealand parliamentary constituency on the lower North Island that includes the town of Levin and surrounding areas.
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_69d87f255b788190a400eba031dd85d8`	completed	April 10, 2026, 4:40 a.m.
NER	Named-entity recognition	`batch_69e2c4dcd034819081d849003d918245`	completed	April 17, 2026, 11:40 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a00260f487c81909e3e54e47c11b83a`	completed	May 10, 2026, 6:30 a.m.
NEDg	Description generation	`batch_6a0027f09b588190b71d550d2a14868d`	completed	May 10, 2026, 6:38 a.m.
NED2	Entity disambiguation (via description)	`batch_6a002899c8888190be247f5db60552e0`	completed	May 10, 2026, 6:41 a.m.

Created at: April 10, 2026, 5:07 a.m.