Triple

T10254703

Position	Surface form	Disambiguated ID	Type / Status
Subject	Matiu Rata	`E240432`	entity
Predicate	positionHeld	`P8`	FINISHED
Object	Minister of Māori Affairs The Minister of Māori Affairs is a senior New Zealand government role responsible for overseeing policies, programs, and advocacy related to the rights, development, and wellbeing of Māori people.	`E850911`	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: Minister of Māori Affairs | Statement: [Matiu Rata, positionHeld, Minister of Māori Affairs]

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

Target entity: Minister of Māori Affairs
Context triple: [Matiu Rata, positionHeld, Minister of Māori Affairs]

A. Minister of Education (New Zealand)
The Minister of Education (New Zealand) is the government cabinet member responsible for setting national education policy and overseeing the country’s schooling and tertiary education systems.
B. Te Puni Kōkiri (Ministry of Māori Development)
Te Puni Kōkiri (Ministry of Māori Development) is the New Zealand government ministry responsible for promoting Māori wellbeing, development, and participation in the country’s social, economic, and cultural life.
C. Minister of Justice of New Zealand
The Minister of Justice of New Zealand is the Cabinet member responsible for overseeing the country’s justice system, including criminal and civil law policy, courts administration, and legal reforms.
D. New Zealand Ministry for Pacific Peoples
The New Zealand Ministry for Pacific Peoples is a government agency responsible for advocating for and supporting the wellbeing, development, and interests of Pacific communities in Aotearoa New Zealand.
E. Attorney-General of New Zealand
The Attorney-General of New Zealand is the chief law officer of the Crown, responsible for overseeing the legal system, providing legal advice to the government, and supervising public prosecutions.
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: Minister of Māori Affairs
Triple: [Matiu Rata, positionHeld, Minister of Māori Affairs]

Generated description

The Minister of Māori Affairs is a senior New Zealand government role responsible for overseeing policies, programs, and advocacy related to the rights, development, and wellbeing of Māori people.

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

Target entity: Minister of Māori Affairs
Target entity description: The Minister of Māori Affairs is a senior New Zealand government role responsible for overseeing policies, programs, and advocacy related to the rights, development, and wellbeing of Māori people.

A. Minister of Education (New Zealand)
The Minister of Education (New Zealand) is the government cabinet member responsible for setting national education policy and overseeing the country’s schooling and tertiary education systems.
B. Te Puni Kōkiri (Ministry of Māori Development)
Te Puni Kōkiri (Ministry of Māori Development) is the New Zealand government ministry responsible for promoting Māori wellbeing, development, and participation in the country’s social, economic, and cultural life.
C. Minister of Justice of New Zealand
The Minister of Justice of New Zealand is the Cabinet member responsible for overseeing the country’s justice system, including criminal and civil law policy, courts administration, and legal reforms.
D. New Zealand Ministry for Pacific Peoples
The New Zealand Ministry for Pacific Peoples is a government agency responsible for advocating for and supporting the wellbeing, development, and interests of Pacific communities in Aotearoa New Zealand.
E. Attorney-General of New Zealand
The Attorney-General of New Zealand is the chief law officer of the Crown, responsible for overseeing the legal system, providing legal advice to the government, and supervising public prosecutions.
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_69d381a7e198819090280d5ab885d59e`	completed	April 6, 2026, 9:49 a.m.
NER	Named-entity recognition	`batch_69d4d24b9a308190bba6d8e3e22e5ee0`	completed	April 7, 2026, 9:45 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69d6f7cec62c819083e493e0fc7c65b5`	completed	April 9, 2026, 12:50 a.m.
NEDg	Description generation	`batch_69d6fa3149e48190825600ee28ed7231`	completed	April 9, 2026, 1 a.m.
NED2	Entity disambiguation (via description)	`batch_69d6fcbee9088190869b1fcb6f909be3`	completed	April 9, 2026, 1:11 a.m.

Created at: April 6, 2026, 11:30 a.m.