Triple

T496474

Position	Surface form	Disambiguated ID	Type / Status
Subject	Christopher Luxon	`E10304`	entity
Predicate	positionHeld	`P8`	FINISHED
Object	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.	`E61782`	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: Leader of the Opposition (New Zealand) | Statement: [Christopher Luxon, positionHeld, Leader of the Opposition (New Zealand)]

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

Target entity: Leader of the Opposition (New Zealand)
Context triple: [Christopher Luxon, positionHeld, Leader of the Opposition (New Zealand)]

A. Leader of the Opposition (UK)
The Leader of the Opposition (UK) is the head of the largest political party in the House of Commons that is not in government, responsible for scrutinizing and challenging the policies and actions of the Prime Minister and the ruling party.
B. 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.
C. Deputy Leader of the Opposition (UK)
The Deputy Leader of the Opposition (UK) is a senior political role, typically within the main opposition party, responsible for supporting and standing in for the Leader of the Opposition in parliamentary and party duties.
D. New Zealand National Party
The New Zealand National Party is a major centre-right political party in New Zealand that has frequently led the country’s government and advocates for liberal-conservative economic and social policies.
E. New Zealand Labour Party
The New Zealand Labour Party is a major centre-left political party in New Zealand that has produced multiple prime ministers and traditionally advocates for social democracy, workers’ rights, and welfare-state policies.
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: Leader of the Opposition (New Zealand)
Triple: [Christopher Luxon, positionHeld, Leader of the Opposition (New Zealand)]

Generated description

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.

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

Target entity: Leader of the Opposition (New Zealand)
Target entity description: 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.

A. Leader of the Opposition (UK)
The Leader of the Opposition (UK) is the head of the largest political party in the House of Commons that is not in government, responsible for scrutinizing and challenging the policies and actions of the Prime Minister and the ruling party.
B. 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.
C. Deputy Leader of the Opposition (UK)
The Deputy Leader of the Opposition (UK) is a senior political role, typically within the main opposition party, responsible for supporting and standing in for the Leader of the Opposition in parliamentary and party duties.
D. New Zealand National Party
The New Zealand National Party is a major centre-right political party in New Zealand that has frequently led the country’s government and advocates for liberal-conservative economic and social policies.
E. New Zealand Labour Party
The New Zealand Labour Party is a major centre-left political party in New Zealand that has produced multiple prime ministers and traditionally advocates for social democracy, workers’ rights, and welfare-state policies.
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_69a2e847df8481909239ec08ccf1e376`	completed	Feb. 28, 2026, 1:06 p.m.
NER	Named-entity recognition	`batch_69a2f115334881908ac5ab96c7f4214e`	completed	Feb. 28, 2026, 1:43 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69a47d2f3a148190b1d81f0836063171`	completed	March 1, 2026, 5:53 p.m.
NEDg	Description generation	`batch_69a47eb3d90c81908e633300c0c8011b`	completed	March 1, 2026, 6 p.m.
NED2	Entity disambiguation (via description)	`batch_69a47f71e9408190b82f277bb74c2a13`	completed	March 1, 2026, 6:03 p.m.

Created at: Feb. 28, 2026, 1:12 p.m.