Triple

T4622667

Position	Surface form	Disambiguated ID	Type / Status
Subject	Wayne Brown	`E101021`	entity
Predicate	category	`P87`	FINISHED
Object	New Zealand politicians New Zealand politicians are individuals elected or appointed to govern and make public policy decisions at local or national levels within New Zealand’s political system.	`E456938`	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: New Zealand politicians | Statement: [Wayne Brown, category, New Zealand politicians]

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

Target entity: New Zealand politicians
Context triple: [Wayne Brown, category, New Zealand politicians]

A. New Zealand politics
New Zealand politics encompasses the democratic institutions, parties, policies, and public debates that shape governance and power in Aotearoa New Zealand.
B. Leader of the Opposition (New Zealand)
The Leader of the Opposition (New Zealand) is the head of the largest political party not in government, serving as the primary parliamentary challenger and alternative prime minister to the incumbent administration.
C. New Zealand government
The New Zealand government is the central governing authority of Aotearoa New Zealand, operating under a constitutional monarchy and parliamentary democracy while maintaining a distinctive partnership framework with Māori as the country’s Indigenous people.
D. Official Opposition (New Zealand)
The Official Opposition (New Zealand) is the largest political party or coalition in the New Zealand Parliament that is not part of the government, tasked with scrutinising and challenging the policies and actions of the governing parties.
E. Prime Minister of New Zealand
The Prime Minister of New Zealand is the head of government and leading political figure in New Zealand, responsible for overseeing the executive branch and setting national policy.
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: New Zealand politicians
Triple: [Wayne Brown, category, New Zealand politicians]

Generated description

New Zealand politicians are individuals elected or appointed to govern and make public policy decisions at local or national levels within New Zealand’s political system.

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

Target entity: New Zealand politicians
Target entity description: New Zealand politicians are individuals elected or appointed to govern and make public policy decisions at local or national levels within New Zealand’s political system.

A. New Zealand politics
New Zealand politics encompasses the democratic institutions, parties, policies, and public debates that shape governance and power in Aotearoa New Zealand.
B. Leader of the Opposition (New Zealand)
The Leader of the Opposition (New Zealand) is the head of the largest political party not in government, serving as the primary parliamentary challenger and alternative prime minister to the incumbent administration.
C. New Zealand government
The New Zealand government is the central governing authority of Aotearoa New Zealand, operating under a constitutional monarchy and parliamentary democracy while maintaining a distinctive partnership framework with Māori as the country’s Indigenous people.
D. Official Opposition (New Zealand)
The Official Opposition (New Zealand) is the largest political party or coalition in the New Zealand Parliament that is not part of the government, tasked with scrutinising and challenging the policies and actions of the governing parties.
E. Prime Minister of New Zealand
The Prime Minister of New Zealand is the head of government and leading political figure in New Zealand, responsible for overseeing the executive branch and setting national policy.
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_69bd43d0497c8190ac23c65c5804846a`	completed	March 20, 2026, 12:55 p.m.
NER	Named-entity recognition	`batch_69bd5a053d38819097b3ecbc06aa6e4d`	completed	March 20, 2026, 2:30 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69bdfaa069388190b6482315708b85c2`	completed	March 21, 2026, 1:55 a.m.
NEDg	Description generation	`batch_69bdfb9422e48190819d5d99e72e8854`	completed	March 21, 2026, 1:59 a.m.
NED2	Entity disambiguation (via description)	`batch_69bdfc6ac91c819090776365d3dc05d4`	completed	March 21, 2026, 2:03 a.m.

Created at: March 20, 2026, 1:12 p.m.