Triple

T11151787

Position	Surface form	Disambiguated ID	Type / Status
Subject	Māori Affairs Act 1953	`E263803`	entity
Predicate	administeredBy	`P86`	FINISHED
Object	Department of Māori Affairs The Department of Māori Affairs was a New Zealand government agency responsible for overseeing policies, services, and development initiatives relating to Māori people and their lands.	`E906961`	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: Department of Māori Affairs | Statement: [Māori Affairs Act 1953, administeredBy, Department of Māori Affairs]

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

Target entity: Department of Māori Affairs
Context triple: [Māori Affairs Act 1953, administeredBy, Department of Māori Affairs]

A. 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.
B. 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.
C. 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.
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. 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.
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: Department of Māori Affairs
Triple: [Māori Affairs Act 1953, administeredBy, Department of Māori Affairs]

Generated description

The Department of Māori Affairs was a New Zealand government agency responsible for overseeing policies, services, and development initiatives relating to Māori people and their lands.

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

Target entity: Department of Māori Affairs
Target entity description: The Department of Māori Affairs was a New Zealand government agency responsible for overseeing policies, services, and development initiatives relating to Māori people and their lands.

A. 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.
B. 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.
C. 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.
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. 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.
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_69d6aa9ccddc8190868998c8b7beb060`	completed	April 8, 2026, 7:21 p.m.
NER	Named-entity recognition	`batch_69d7e8719e74819095413abc6c79296c`	completed	April 9, 2026, 5:57 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69e4422ea8748190856d461e741193b9`	completed	April 19, 2026, 2:47 a.m.
NEDg	Description generation	`batch_69e44c0a9edc8190a184244ba63f1c8f`	completed	April 19, 2026, 3:29 a.m.
NED2	Entity disambiguation (via description)	`batch_69e4513731fc8190be0bae62d1e16e6f`	completed	April 19, 2026, 3:51 a.m.

Created at: April 8, 2026, 9:28 p.m.