Triple

T17161013

Position	Surface form	Disambiguated ID	Type / Status
Subject	Masterton	`E416476`	entity
Predicate	electorate	`P1971`	FINISHED
Object	Wairarapa (New Zealand general electorate) Wairarapa (New Zealand general electorate) is a parliamentary constituency in New Zealand’s lower North Island that includes the town of Masterton and surrounding rural areas.	`E1254847`	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: Wairarapa (New Zealand general electorate) | Statement: [Masterton, electorate, Wairarapa (New Zealand general electorate)]

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

Target entity: Wairarapa (New Zealand general electorate)
Context triple: [Masterton, electorate, Wairarapa (New Zealand general electorate)]

A. Whanganui (New Zealand electorate)
Whanganui (New Zealand electorate) is a parliamentary constituency represented in New Zealand’s House of Representatives, centered on the city of Whanganui and surrounding areas in the lower North Island.
B. 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.
C. 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.
D. Whanganui electorate
The Whanganui electorate is a New Zealand parliamentary constituency that represents the city of Whanganui and surrounding areas in the national House of Representatives.
E. 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.
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: Wairarapa (New Zealand general electorate)
Triple: [Masterton, electorate, Wairarapa (New Zealand general electorate)]

Generated description

Wairarapa (New Zealand general electorate) is a parliamentary constituency in New Zealand’s lower North Island that includes the town of Masterton and surrounding rural areas.

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

Target entity: Wairarapa (New Zealand general electorate)
Target entity description: Wairarapa (New Zealand general electorate) is a parliamentary constituency in New Zealand’s lower North Island that includes the town of Masterton and surrounding rural areas.

A. Whanganui (New Zealand electorate)
Whanganui (New Zealand electorate) is a parliamentary constituency represented in New Zealand’s House of Representatives, centered on the city of Whanganui and surrounding areas in the lower North Island.
B. 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.
C. 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.
D. Whanganui electorate
The Whanganui electorate is a New Zealand parliamentary constituency that represents the city of Whanganui and surrounding areas in the national House of Representatives.
E. 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.
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_69d886d279c081909f8ff1f743ddeb69`	completed	April 10, 2026, 5:12 a.m.
NER	Named-entity recognition	`batch_69e3f911114481909c865b2e2d3b3a2b`	completed	April 18, 2026, 9:35 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a0148376bc081908372366203a27fa8`	completed	May 11, 2026, 3:08 a.m.
NEDg	Description generation	`batch_6a014b5691a881908fdad49f7dadc76c`	completed	May 11, 2026, 3:21 a.m.
NED2	Entity disambiguation (via description)	`batch_6a014bbc921081909c39cd6d11400b56`	completed	May 11, 2026, 3:23 a.m.

Created at: April 10, 2026, 5:37 a.m.