Triple

T3255568

Position	Surface form	Disambiguated ID	Type / Status
Subject	Leader of the Opposition (Queensland)	`E68285`	entity
Predicate	hasComponent	`P35`	FINISHED
Object	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.	`E341241`	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 Queensland | Statement: [Leader of the Opposition (Queensland), hasComponent, Shadow Cabinet of Queensland]

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

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

A. Cabinet of Queensland
The Cabinet of Queensland is the central decision-making body of the Queensland state government, composed of the Premier and senior ministers who determine and coordinate government policy and administration.
B. Queensland Cabinet ministers
Queensland Cabinet ministers are senior members of the Queensland Government responsible for leading government departments and making key executive policy decisions for the state.
C. Ministers of the Crown in Queensland
Ministers of the Crown in Queensland are the appointed government officials, typically drawn from the elected parliament, who collectively form the executive branch responsible for administering the state and implementing its laws and policies.
D. Parliament of Queensland
The Parliament of Queensland is the unicameral legislative body governing the Australian state of Queensland, responsible for making state laws and overseeing the government.
E. 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.
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 Queensland
Triple: [Leader of the Opposition (Queensland), hasComponent, Shadow Cabinet of Queensland]

Generated description

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.

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

Target entity: Shadow Cabinet of Queensland
Target entity description: 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.

A. Cabinet of Queensland
The Cabinet of Queensland is the central decision-making body of the Queensland state government, composed of the Premier and senior ministers who determine and coordinate government policy and administration.
B. Queensland Cabinet ministers
Queensland Cabinet ministers are senior members of the Queensland Government responsible for leading government departments and making key executive policy decisions for the state.
C. Ministers of the Crown in Queensland
Ministers of the Crown in Queensland are the appointed government officials, typically drawn from the elected parliament, who collectively form the executive branch responsible for administering the state and implementing its laws and policies.
D. Parliament of Queensland
The Parliament of Queensland is the unicameral legislative body governing the Australian state of Queensland, responsible for making state laws and overseeing the government.
E. 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.
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_69ad858f74408190bcbd07f967cd7bd0`	completed	March 8, 2026, 2:19 p.m.
NER	Named-entity recognition	`batch_69adaf6753b0819081755a529fd87cb1`	completed	March 8, 2026, 5:18 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b28ece1d1c81909bacadecea679a7f`	completed	March 12, 2026, 10 a.m.
NEDg	Description generation	`batch_69b2904acf6881908fc4f1eb0e515b19`	completed	March 12, 2026, 10:07 a.m.
NED2	Entity disambiguation (via description)	`batch_69b2a8b873b081909bbb5de329e45169`	completed	March 12, 2026, 11:51 a.m.

Created at: March 8, 2026, 3:09 p.m.