Triple

T13899342

Position	Surface form	Disambiguated ID	Type / Status
Subject	Queensland Cabinet ministers	`E334177`	entity
Predicate	includesRole	`P1393`	FINISHED
Object	Minister for Education of Queensland The Minister for Education of Queensland is the government official responsible for overseeing the state’s education system, including schools, curriculum, and related policy within Queensland, Australia.	`E1068341`	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 Education of Queensland | Statement: [Queensland Cabinet ministers, includesRole, Minister for Education of Queensland]

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

Target entity: Minister for Education of Queensland
Context triple: [Queensland Cabinet ministers, includesRole, Minister for Education of Queensland]

A. Minister for Education (South Australia)
The Minister for Education (South Australia) is the state government minister responsible for overseeing South Australia’s public education system, including schools, curriculum, and related policy and administration.
B. 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.
C. Secretary for Education
The Secretary for Education is the top government official responsible for formulating and overseeing education policies and the school system in Hong Kong.
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 National Education
The Minister of National Education is the French government official responsible for overseeing the country’s education system, including primary, secondary, and often higher education policies.
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 Education of Queensland
Triple: [Queensland Cabinet ministers, includesRole, Minister for Education of Queensland]

Generated description

The Minister for Education of Queensland is the government official responsible for overseeing the state’s education system, including schools, curriculum, and related policy within Queensland, Australia.

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

Target entity: Minister for Education of Queensland
Target entity description: The Minister for Education of Queensland is the government official responsible for overseeing the state’s education system, including schools, curriculum, and related policy within Queensland, Australia.

A. Minister for Education (South Australia)
The Minister for Education (South Australia) is the state government minister responsible for overseeing South Australia’s public education system, including schools, curriculum, and related policy and administration.
B. 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.
C. Secretary for Education
The Secretary for Education is the top government official responsible for formulating and overseeing education policies and the school system in Hong Kong.
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 National Education
The Minister of National Education is the French government official responsible for overseeing the country’s education system, including primary, secondary, and often higher education policies.
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.