Triple

T14544018

Position	Surface form	Disambiguated ID	Type / Status
Subject	Leader of the Opposition (Australia)	`E341242`	entity
Predicate	hasAssociatedBody	`P14529`	FINISHED
Object	Shadow Cabinet of Australia The Shadow Cabinet of Australia is the group of senior opposition politicians who mirror government ministers and develop alternative policies while holding the government to account.	`E1105017`	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 Australia | Statement: [Leader of the Opposition (Australia), hasAssociatedBody, Shadow Cabinet of Australia]

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

Target entity: Shadow Cabinet of Australia
Context triple: [Leader of the Opposition (Australia), hasAssociatedBody, Shadow Cabinet of Australia]

A. 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.
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. 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.
D. National Cabinet of Australia
The National Cabinet of Australia is a high-level intergovernmental forum where the Prime Minister and state and territory leaders coordinate national policy, particularly on issues requiring unified responses such as public health and economic management.
E. Shadow Cabinet (United Kingdom)
The Shadow Cabinet (United Kingdom) is the team of senior opposition politicians who each scrutinize and offer alternative policies to the corresponding government ministers.
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 Australia
Triple: [Leader of the Opposition (Australia), hasAssociatedBody, Shadow Cabinet of Australia]

Generated description

The Shadow Cabinet of Australia is the group of senior opposition politicians who mirror government ministers and develop alternative policies while holding the government to account.

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

Target entity: Shadow Cabinet of Australia
Target entity description: The Shadow Cabinet of Australia is the group of senior opposition politicians who mirror government ministers and develop alternative policies while holding the government to account.

A. 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.
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. 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.
D. National Cabinet of Australia
The National Cabinet of Australia is a high-level intergovernmental forum where the Prime Minister and state and territory leaders coordinate national policy, particularly on issues requiring unified responses such as public health and economic management.
E. Shadow Cabinet (United Kingdom)
The Shadow Cabinet (United Kingdom) is the team of senior opposition politicians who each scrutinize and offer alternative policies to the corresponding government ministers.
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.