Triple

T11155873

Position	Surface form	Disambiguated ID	Type / Status
Subject	Minister of Education (New Zealand)	`E263903`	entity
Predicate	worksWith	`P398`	FINISHED
Object	Minister for Tertiary Education (New Zealand) The Minister for Tertiary Education (New Zealand) is a government cabinet position responsible for overseeing universities, polytechnics, and other post-school education and training institutions in New Zealand.	`E263903`	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 Tertiary Education (New Zealand) | Statement: [Minister of Education (New Zealand), worksWith, Minister for Tertiary Education (New Zealand)]

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

Target entity: Minister for Tertiary Education (New Zealand)
Context triple: [Minister of Education (New Zealand), worksWith, Minister for Tertiary Education (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. New Zealand Ministry of Education
The New Zealand Ministry of Education is the government department responsible for leading and regulating the country’s education system, from early childhood through tertiary education.
C. Minister for Education and Science (Australia)
The Minister for Education and Science (Australia) was a federal government portfolio responsible for overseeing national education policy and scientific research initiatives in Australia.
D. Minister for Education
The Minister for Education (Northern Ireland) is the government official responsible for overseeing the education system and related policy in Northern Ireland.
E. 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.
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 Tertiary Education (New Zealand)
Triple: [Minister of Education (New Zealand), worksWith, Minister for Tertiary Education (New Zealand)]

Generated description

The Minister for Tertiary Education (New Zealand) is a government cabinet position responsible for overseeing universities, polytechnics, and other post-school education and training institutions in New Zealand.

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

Target entity: Minister for Tertiary Education (New Zealand)
Target entity description: The Minister for Tertiary Education (New Zealand) is a government cabinet position responsible for overseeing universities, polytechnics, and other post-school education and training institutions in New Zealand.

A. Minister of Education (New Zealand) chosen
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. New Zealand Ministry of Education
The New Zealand Ministry of Education is the government department responsible for leading and regulating the country’s education system, from early childhood through tertiary education.
C. Minister for Education and Science (Australia)
The Minister for Education and Science (Australia) was a federal government portfolio responsible for overseeing national education policy and scientific research initiatives in Australia.
D. Minister for Education
The Minister for Education (Northern Ireland) is the government official responsible for overseeing the education system and related policy in Northern Ireland.
E. 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.
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_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.