Triple

T12102203

Position	Surface form	Disambiguated ID	Type / Status
Subject	Official Opposition in New South Wales	`E288217`	entity
Predicate	forms	`P2100`	FINISHED
Object	Shadow Cabinet of New South Wales The Shadow Cabinet of New South Wales is the team of senior opposition politicians who each scrutinize and propose alternatives to the policies and actions of specific government ministers in the state of New South Wales, Australia.	`E966693`	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: Shadow Cabinet of New South Wales | Statement: [Official Opposition in New South Wales, forms, Shadow Cabinet of New South Wales]

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

Target entity: Shadow Cabinet of New South Wales
Context triple: [Official Opposition in New South Wales, forms, Shadow Cabinet of New South Wales]

A. Cabinet of New South Wales
The Cabinet of New South Wales is the central decision-making body of the New South Wales Government, composed of senior ministers who oversee key government departments and policies.
B. Shadow Cabinet of Queensland
The Shadow Cabinet of Queensland is the team of senior opposition politicians in the Queensland Parliament who each scrutinise and propose alternatives to the policies and actions of specific government ministers and portfolios.
C. Executive Council of New South Wales
The Executive Council of New South Wales is the formal body of ministers, presided over by the Governor, that advises and gives legal effect to decisions of the New South Wales government.
D. Cabinet of Australia
The Cabinet of Australia is the central decision-making body of the federal government, composed of senior ministers who set national policy and oversee the administration of government departments.
E. Cabinet of Tasmania
The Cabinet of Tasmania is the chief decision-making body of the Tasmanian Government, composed of senior ministers who oversee major government departments and 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: Shadow Cabinet of New South Wales
Triple: [Official Opposition in New South Wales, forms, Shadow Cabinet of New South Wales]

Generated description

The Shadow Cabinet of New South Wales is the team of senior opposition politicians who each scrutinize and propose alternatives to the policies and actions of specific government ministers in the state of New South Wales, Australia.

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

Target entity: Shadow Cabinet of New South Wales
Target entity description: The Shadow Cabinet of New South Wales is the team of senior opposition politicians who each scrutinize and propose alternatives to the policies and actions of specific government ministers in the state of New South Wales, Australia.

A. Cabinet of New South Wales
The Cabinet of New South Wales is the central decision-making body of the New South Wales Government, composed of senior ministers who oversee key government departments and policies.
B. Shadow Cabinet of Queensland
The Shadow Cabinet of Queensland is the team of senior opposition politicians in the Queensland Parliament who each scrutinise and propose alternatives to the policies and actions of specific government ministers and portfolios.
C. Executive Council of New South Wales
The Executive Council of New South Wales is the formal body of ministers, presided over by the Governor, that advises and gives legal effect to decisions of the New South Wales government.
D. Cabinet of Australia
The Cabinet of Australia is the central decision-making body of the federal government, composed of senior ministers who set national policy and oversee the administration of government departments.
E. Cabinet of Tasmania
The Cabinet of Tasmania is the chief decision-making body of the Tasmanian Government, composed of senior ministers who oversee major government departments and 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_69d6ab4a5c448190a110d1273314b21a`	completed	April 8, 2026, 7:23 p.m.
NER	Named-entity recognition	`batch_69d9155576b48190849f0c3e079a935f`	completed	April 10, 2026, 3:20 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f5f674eab481909859b5403741eddd`	completed	May 2, 2026, 1:04 p.m.
NEDg	Description generation	`batch_69f6017f89d88190b766af7828794d87`	completed	May 2, 2026, 1:51 p.m.
NED2	Entity disambiguation (via description)	`batch_69f6023470248190ae9a96d140b28ac1`	completed	May 2, 2026, 1:55 p.m.

Created at: April 8, 2026, 9:48 p.m.