Triple

T2379412

Position	Surface form	Disambiguated ID	Type / Status
Subject	New Zealand government	`E46274`	entity
Predicate	hasAgency	`P3933`	FINISHED
Object	Te Arawhiti (Office for Māori–Crown Relations) Te Arawhiti (Office for Māori–Crown Relations) is a New Zealand government agency responsible for strengthening and managing the relationship between the Crown and Māori, including Treaty of Waitangi negotiations and partnership initiatives.	`E260138`	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: Te Arawhiti (Office for Māori–Crown Relations) | Statement: [New Zealand government, hasAgency, Te Arawhiti (Office for Māori–Crown Relations)]

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

Target entity: Te Arawhiti (Office for Māori–Crown Relations)
Context triple: [New Zealand government, hasAgency, Te Arawhiti (Office for Māori–Crown Relations)]

A. Māori Council
The Māori Council is a statutory body in New Zealand that advocates for the rights, interests, and well-being of Māori people at a national level.
B. 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.
C. New Zealand Ministry of Foreign Affairs and Trade
The New Zealand Ministry of Foreign Affairs and Trade is the government department responsible for managing New Zealand’s international relations, diplomacy, and trade policy.
D. Māori–Crown relations
Māori–Crown relations refers to the evolving political, legal, and social relationship between the Indigenous Māori people of Aotearoa New Zealand and the New Zealand government, grounded in the Treaty of Waitangi and ongoing processes of redress and partnership.
E. Northland Regional Council
Northland Regional Council is the local government authority responsible for regional planning, environmental management, and resource governance across New Zealand’s Northland region.
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: Te Arawhiti (Office for Māori–Crown Relations)
Triple: [New Zealand government, hasAgency, Te Arawhiti (Office for Māori–Crown Relations)]

Generated description

Te Arawhiti (Office for Māori–Crown Relations) is a New Zealand government agency responsible for strengthening and managing the relationship between the Crown and Māori, including Treaty of Waitangi negotiations and partnership initiatives.

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

Target entity: Te Arawhiti (Office for Māori–Crown Relations)
Target entity description: Te Arawhiti (Office for Māori–Crown Relations) is a New Zealand government agency responsible for strengthening and managing the relationship between the Crown and Māori, including Treaty of Waitangi negotiations and partnership initiatives.

A. Māori Council
The Māori Council is a statutory body in New Zealand that advocates for the rights, interests, and well-being of Māori people at a national level.
B. 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.
C. New Zealand Ministry of Foreign Affairs and Trade
The New Zealand Ministry of Foreign Affairs and Trade is the government department responsible for managing New Zealand’s international relations, diplomacy, and trade policy.
D. Māori–Crown relations
Māori–Crown relations refers to the evolving political, legal, and social relationship between the Indigenous Māori people of Aotearoa New Zealand and the New Zealand government, grounded in the Treaty of Waitangi and ongoing processes of redress and partnership.
E. Northland Regional Council
Northland Regional Council is the local government authority responsible for regional planning, environmental management, and resource governance across New Zealand’s Northland region.
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_69a88a1554a48190a0180682bcf099be`	completed	March 4, 2026, 7:37 p.m.
NER	Named-entity recognition	`batch_69abc7b60c8c819080e4f682e4362a93`	completed	March 7, 2026, 6:37 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69aea8b23680819085e0c7da7b4da9e1`	completed	March 9, 2026, 11:02 a.m.
NEDg	Description generation	`batch_69aea9a79c6081908706f9f1ca0d6c4d`	completed	March 9, 2026, 11:06 a.m.
NED2	Entity disambiguation (via description)	`batch_69aeaa12f3d88190b2a1dcc48817bae7`	completed	March 9, 2026, 11:08 a.m.

Created at: March 4, 2026, 7:57 p.m.