Triple

T13899302

Position	Surface form	Disambiguated ID	Type / Status
Subject	Cabinet of Queensland	`E334176`	entity
Predicate	hasTypeOfMinister	`P57119`	FINISHED
Object	Minister for Children and Youth Justice The Minister for Children and Youth Justice is a Queensland government cabinet position responsible for overseeing child protection, youth justice services, and related social policy for young people in the state.	`E1068337`	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 and Youth Justice | Statement: [Cabinet of Queensland, hasTypeOfMinister, Minister for Children and Youth Justice]

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

Target entity: Minister for Children and Youth Justice
Context triple: [Cabinet of Queensland, hasTypeOfMinister, Minister for Children and Youth Justice]

A. Minister for Child Protection (South Australia)
The Minister for Child Protection (South Australia) is the state government minister responsible for overseeing policies, services, and legislation related to the safety and welfare of children in South Australia.
B. 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.
C. Minister of Youth
The Minister of Youth is a government cabinet role responsible for developing and overseeing policies and programs that affect young people, including education, employment, and social inclusion.
D. Minister for Justice
The Minister for Justice is the Irish government cabinet member responsible for overseeing the justice system, including policing, courts, and law and order.
E. 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.
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 and Youth Justice
Triple: [Cabinet of Queensland, hasTypeOfMinister, Minister for Children and Youth Justice]

Generated description

The Minister for Children and Youth Justice is a Queensland government cabinet position responsible for overseeing child protection, youth justice services, and related social policy for young people in the state.

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

Target entity: Minister for Children and Youth Justice
Target entity description: The Minister for Children and Youth Justice is a Queensland government cabinet position responsible for overseeing child protection, youth justice services, and related social policy for young people in the state.

A. Minister for Child Protection (South Australia)
The Minister for Child Protection (South Australia) is the state government minister responsible for overseeing policies, services, and legislation related to the safety and welfare of children in South Australia.
B. 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.
C. Minister of Youth
The Minister of Youth is a government cabinet role responsible for developing and overseeing policies and programs that affect young people, including education, employment, and social inclusion.
D. Minister for Justice
The Minister for Justice is the Irish government cabinet member responsible for overseeing the justice system, including policing, courts, and law and order.
E. 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.
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_69d81c5eaa9c819083b1ff8689179565`	completed	April 9, 2026, 9:38 p.m.
NER	Named-entity recognition	`batch_69de25d8897881908b770cdb565898d4`	completed	April 14, 2026, 11:32 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69f7c720b4988190aee1f1f09877212d`	completed	May 3, 2026, 10:07 p.m.
NEDg	Description generation	`batch_69f7c86a3640819081ed689bd271f909`	completed	May 3, 2026, 10:12 p.m.
NED2	Entity disambiguation (via description)	`batch_69f7c9b2930c8190983f2c55a0dd35f6`	completed	May 3, 2026, 10:18 p.m.

Created at: April 9, 2026, 10:15 p.m.