Triple

T6388736

Position	Surface form	Disambiguated ID	Type / Status
Subject	Peter Fraser	`E143765`	entity
Predicate	positionHeld	`P8`	FINISHED
Object	Member of Parliament of New Zealand A Member of Parliament of New Zealand is an elected representative who serves in the country's House of Representatives, helping to create and amend national laws and oversee the government.	`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: Member of Parliament of New Zealand | Statement: [Peter Fraser, positionHeld, Member of Parliament of New Zealand]

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

Target entity: Member of Parliament of New Zealand
Context triple: [Peter Fraser, positionHeld, Member of Parliament of New Zealand]

A. 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.
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. Leader of the Labour Party (New Zealand)
The Leader of the Labour Party (New Zealand) is the head of New Zealand’s centre-left Labour Party and typically serves as its primary public spokesperson and candidate for prime minister.
D. Deputy Prime Minister of New Zealand
The Deputy Prime Minister of New Zealand is the second-highest-ranking member of the New Zealand government, acting as the chief deputy to the Prime Minister and often assuming their duties when they are absent.
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: Member of Parliament of New Zealand
Triple: [Peter Fraser, positionHeld, Member of Parliament of New Zealand]

Generated description

A Member of Parliament of New Zealand is an elected representative who serves in the country's House of Representatives, helping to create and amend national laws and oversee the government.

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

Target entity: Member of Parliament of New Zealand
Target entity description: A Member of Parliament of New Zealand is an elected representative who serves in the country's House of Representatives, helping to create and amend national laws and oversee the government.

A. New Zealand politicians chosen
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.
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. Leader of the Labour Party (New Zealand)
The Leader of the Labour Party (New Zealand) is the head of New Zealand’s centre-left Labour Party and typically serves as its primary public spokesperson and candidate for prime minister.
D. Deputy Prime Minister of New Zealand
The Deputy Prime Minister of New Zealand is the second-highest-ranking member of the New Zealand government, acting as the chief deputy to the Prime Minister and often assuming their duties when they are absent.
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.

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_69c008dac1ec81909cef8157ccd69962`	completed	March 22, 2026, 3:20 p.m.
NER	Named-entity recognition	`batch_69c0686b4f34819088ff07185b34e536`	completed	March 22, 2026, 10:08 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c6388224fc8190aabd6e6d75887367`	completed	March 27, 2026, 7:57 a.m.
NEDg	Description generation	`batch_69c6397756c481909ca13339c2186c0a`	completed	March 27, 2026, 8:01 a.m.
NED2	Entity disambiguation (via description)	`batch_69c63a0a4a108190b474555d8cb1540c`	completed	March 27, 2026, 8:04 a.m.

Created at: March 22, 2026, 4:34 p.m.