Triple

T11155874

Position	Surface form	Disambiguated ID	Type / Status
Subject	Minister of Education (New Zealand)	`E263903`	entity
Predicate	worksWith	`P398`	FINISHED
Object	Minister for Children (New Zealand) The Minister for Children (New Zealand) is a government cabinet position responsible for overseeing child welfare, protection, and related policy across the country.	`E909076`	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 for Children (New Zealand) | Statement: [Minister of Education (New Zealand), worksWith, Minister for Children (New Zealand)]

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

Target entity: Minister for Children (New Zealand)
Context triple: [Minister of Education (New Zealand), worksWith, Minister for Children (New Zealand)]

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. Minister of Health (New Zealand)
The Minister of Health (New Zealand) is the government cabinet member responsible for overseeing the country’s health system, including public health policy, healthcare services, and the performance of health agencies.
C. 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.
D. Oranga Tamariki – Ministry for Children
Oranga Tamariki – Ministry for Children is the New Zealand government agency responsible for the care, protection, and wellbeing of children and young people, particularly those at risk of harm.
E. Ministry of Social Development (New Zealand)
The Ministry of Social Development (New Zealand) is the government agency responsible for delivering social services and income support, reducing poverty, and supporting the wellbeing of individuals, families, and communities across New Zealand.
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 for Children (New Zealand)
Triple: [Minister of Education (New Zealand), worksWith, Minister for Children (New Zealand)]

Generated description

The Minister for Children (New Zealand) is a government cabinet position responsible for overseeing child welfare, protection, and related policy across the country.

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

Target entity: Minister for Children (New Zealand)
Target entity description: The Minister for Children (New Zealand) is a government cabinet position responsible for overseeing child welfare, protection, and related policy across the country.

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. Minister of Health (New Zealand)
The Minister of Health (New Zealand) is the government cabinet member responsible for overseeing the country’s health system, including public health policy, healthcare services, and the performance of health agencies.
C. 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.
D. Oranga Tamariki – Ministry for Children
Oranga Tamariki – Ministry for Children is the New Zealand government agency responsible for the care, protection, and wellbeing of children and young people, particularly those at risk of harm.
E. Ministry of Social Development (New Zealand)
The Ministry of Social Development (New Zealand) is the government agency responsible for delivering social services and income support, reducing poverty, and supporting the wellbeing of individuals, families, and communities across New Zealand.
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_69d7e8741cd48190b7cc29c6b6bc54ff`	completed	April 9, 2026, 5:57 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69e46341f224819099dd618b377e5bc2`	completed	April 19, 2026, 5:08 a.m.
NEDg	Description generation	`batch_69e46c374ca08190a876ee68dea9b821`	completed	April 19, 2026, 5:46 a.m.
NED2	Entity disambiguation (via description)	`batch_69e4747bc02c81908f0782cf85667f3f`	completed	April 19, 2026, 6:21 a.m.

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