Triple

T11006679

Position	Surface form	Disambiguated ID	Type / Status
Subject	Ministry of Social Development (New Zealand)	`E260135`	entity
Predicate	portfolioMinister	`P7820`	FINISHED
Object	Minister for Child Poverty Reduction The Minister for Child Poverty Reduction is a New Zealand Cabinet position responsible for leading government efforts to reduce child poverty and improve outcomes for children and families.	`E897949`	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 Child Poverty Reduction | Statement: [Ministry of Social Development (New Zealand), portfolioMinister, Minister for Child Poverty Reduction]

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

Target entity: Minister for Child Poverty Reduction
Context triple: [Ministry of Social Development (New Zealand), portfolioMinister, Minister for Child Poverty Reduction]

A. Parliamentary Under-Secretary of State for Sure Start, Early Years and Childcare
The Parliamentary Under-Secretary of State for Sure Start, Early Years and Childcare is a junior UK government ministerial role responsible for policies and programs supporting early childhood development, childcare, and family services.
B. Minister of Gender, Labour and Social Development
The Minister of Gender, Labour and Social Development is the Ugandan cabinet official responsible for national policy and oversight on gender equality, labor affairs, and social welfare programs.
C. Shadow Secretary of State for Work and Pensions
The Shadow Secretary of State for Work and Pensions is the UK opposition frontbench politician responsible for scrutinising and challenging the government’s welfare, pensions, and social security policies.
D. Secretary of State for Work and Pensions
The Secretary of State for Work and Pensions is the UK government cabinet minister responsible for overseeing welfare, pensions, and employment policy.
E. Minister for Housing
The Minister for Housing is a government cabinet position responsible for overseeing housing policy, affordability, and residential development within its jurisdiction.
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 Child Poverty Reduction
Triple: [Ministry of Social Development (New Zealand), portfolioMinister, Minister for Child Poverty Reduction]

Generated description

The Minister for Child Poverty Reduction is a New Zealand Cabinet position responsible for leading government efforts to reduce child poverty and improve outcomes for children and families.

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

Target entity: Minister for Child Poverty Reduction
Target entity description: The Minister for Child Poverty Reduction is a New Zealand Cabinet position responsible for leading government efforts to reduce child poverty and improve outcomes for children and families.

A. Parliamentary Under-Secretary of State for Sure Start, Early Years and Childcare
The Parliamentary Under-Secretary of State for Sure Start, Early Years and Childcare is a junior UK government ministerial role responsible for policies and programs supporting early childhood development, childcare, and family services.
B. Minister of Gender, Labour and Social Development
The Minister of Gender, Labour and Social Development is the Ugandan cabinet official responsible for national policy and oversight on gender equality, labor affairs, and social welfare programs.
C. Shadow Secretary of State for Work and Pensions
The Shadow Secretary of State for Work and Pensions is the UK opposition frontbench politician responsible for scrutinising and challenging the government’s welfare, pensions, and social security policies.
D. Secretary of State for Work and Pensions
The Secretary of State for Work and Pensions is the UK government cabinet minister responsible for overseeing welfare, pensions, and employment policy.
E. Minister for Housing
The Minister for Housing is a government cabinet position responsible for overseeing housing policy, affordability, and residential development within its jurisdiction.
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_69d6aa8a6a548190a750f944ccdc8064`	completed	April 8, 2026, 7:20 p.m.
NER	Named-entity recognition	`batch_69d79756e6bc81908eae9d5f8ff0d43f`	completed	April 9, 2026, 12:11 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69e3454cb6008190b24b128d507f2cf4`	completed	April 18, 2026, 8:48 a.m.
NEDg	Description generation	`batch_69e35570b0bc8190a939b0c8e3ce8105`	completed	April 18, 2026, 9:57 a.m.
NED2	Entity disambiguation (via description)	`batch_69e359563fec8190b432b35b8502c3f4`	completed	April 18, 2026, 10:13 a.m.

Created at: April 8, 2026, 9:25 p.m.