Triple

T14543956

Position	Surface form	Disambiguated ID	Type / Status
Subject	Shadow Cabinet of Queensland	`E341241`	entity
Predicate	partOf	`P40`	FINISHED
Object	Opposition of Queensland The Opposition of Queensland is the political grouping in the Queensland Parliament made up of non-government parties and members who collectively scrutinise and challenge the policies and actions of the state government.	`E1104997`	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: Opposition of Queensland | Statement: [Shadow Cabinet of Queensland, partOf, Opposition of Queensland]

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

Target entity: Opposition of Queensland
Context triple: [Shadow Cabinet of Queensland, partOf, Opposition of Queensland]

A. Leader of the Opposition (Queensland)
The Leader of the Opposition (Queensland) is the head of the largest non-government party in Queensland’s parliamentary system, responsible for scrutinising the government and presenting an alternative policy agenda.
B. Official Opposition in New South Wales
The Official Opposition in New South Wales is the largest political party or coalition in the New South Wales Parliament that is not in government and is tasked with scrutinising and challenging the policies and actions of the ruling administration.
C. Official Opposition (South Australia)
The Official Opposition (South Australia) is the largest political party or coalition in the South Australian Parliament that is not in government and is tasked with scrutinising and challenging the policies and actions of the ruling administration.
D. Electoral Commission of Queensland
The Electoral Commission of Queensland is an independent statutory authority responsible for conducting and regulating elections and electoral processes within the Australian state of Queensland.
E. Liberal National Party of Queensland
The Liberal National Party of Queensland is a major centre-right political party in the Australian state of Queensland, formed from the merger of the state divisions of the Liberal and National parties and affiliated federally with the Liberal Party of Australia.
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: Opposition of Queensland
Triple: [Shadow Cabinet of Queensland, partOf, Opposition of Queensland]

Generated description

The Opposition of Queensland is the political grouping in the Queensland Parliament made up of non-government parties and members who collectively scrutinise and challenge the policies and actions of the state government.

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

Target entity: Opposition of Queensland
Target entity description: The Opposition of Queensland is the political grouping in the Queensland Parliament made up of non-government parties and members who collectively scrutinise and challenge the policies and actions of the state government.

A. Leader of the Opposition (Queensland)
The Leader of the Opposition (Queensland) is the head of the largest non-government party in Queensland’s parliamentary system, responsible for scrutinising the government and presenting an alternative policy agenda.
B. Official Opposition in New South Wales
The Official Opposition in New South Wales is the largest political party or coalition in the New South Wales Parliament that is not in government and is tasked with scrutinising and challenging the policies and actions of the ruling administration.
C. Official Opposition (South Australia)
The Official Opposition (South Australia) is the largest political party or coalition in the South Australian Parliament that is not in government and is tasked with scrutinising and challenging the policies and actions of the ruling administration.
D. Electoral Commission of Queensland
The Electoral Commission of Queensland is an independent statutory authority responsible for conducting and regulating elections and electoral processes within the Australian state of Queensland.
E. Liberal National Party of Queensland
The Liberal National Party of Queensland is a major centre-right political party in the Australian state of Queensland, formed from the merger of the state divisions of the Liberal and National parties and affiliated federally with the Liberal Party of Australia.
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_69d822db9c8481908213ceb39585f792`	completed	April 9, 2026, 10:06 p.m.
NER	Named-entity recognition	`batch_69deb1bfc2b48190adb0897682c26a9a`	completed	April 14, 2026, 9:29 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69fd7a60f2f88190b08fdf0a3095d0a7`	completed	May 8, 2026, 5:53 a.m.
NEDg	Description generation	`batch_69fd7d80d358819095661dac316ff69f`	completed	May 8, 2026, 6:06 a.m.
NED2	Entity disambiguation (via description)	`batch_69fd7e0a30188190942ff45e0f865490`	completed	May 8, 2026, 6:09 a.m.

Created at: April 10, 2026, 1:22 a.m.