Triple

T14543971

Position	Surface form	Disambiguated ID	Type / Status
Subject	Shadow Cabinet of Queensland	`E341241`	entity
Predicate	hasPosition	`P8`	FINISHED
Object	Shadow Attorney-General of Queensland The Shadow Attorney-General of Queensland is the opposition’s chief legal spokesperson and critic of the government’s justice and legal policies in the Queensland Parliament.	`E1104999`	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 Attorney-General of Queensland | Statement: [Shadow Cabinet of Queensland, hasPosition, Shadow Attorney-General of Queensland]

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

Target entity: Shadow Attorney-General of Queensland
Context triple: [Shadow Cabinet of Queensland, hasPosition, Shadow Attorney-General of Queensland]

A. Attorney-General of Queensland
The Attorney-General of Queensland is the chief law officer of the Australian state of Queensland, responsible for providing legal advice to the government and overseeing the administration of justice.
B. 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.
C. Shadow Attorney General for England and Wales
The Shadow Attorney General for England and Wales is the opposition’s chief legal spokesperson who scrutinizes the work of the government’s Attorney General and develops alternative legal policy.
D. Attorney General of New South Wales
The Attorney General of New South Wales is the chief law officer of the Australian state of New South Wales, responsible for overseeing the administration of justice, legal policy, and the state’s legal system.
E. Minister for Police of Queensland
The Minister for Police of Queensland is a senior government official responsible for overseeing the state’s police service, law enforcement policy, and public safety within the Queensland Government.
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 Attorney-General of Queensland
Triple: [Shadow Cabinet of Queensland, hasPosition, Shadow Attorney-General of Queensland]

Generated description

The Shadow Attorney-General of Queensland is the opposition’s chief legal spokesperson and critic of the government’s justice and legal policies in the Queensland Parliament.

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

Target entity: Shadow Attorney-General of Queensland
Target entity description: The Shadow Attorney-General of Queensland is the opposition’s chief legal spokesperson and critic of the government’s justice and legal policies in the Queensland Parliament.

A. Attorney-General of Queensland
The Attorney-General of Queensland is the chief law officer of the Australian state of Queensland, responsible for providing legal advice to the government and overseeing the administration of justice.
B. 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.
C. Shadow Attorney General for England and Wales
The Shadow Attorney General for England and Wales is the opposition’s chief legal spokesperson who scrutinizes the work of the government’s Attorney General and develops alternative legal policy.
D. Attorney General of New South Wales
The Attorney General of New South Wales is the chief law officer of the Australian state of New South Wales, responsible for overseeing the administration of justice, legal policy, and the state’s legal system.
E. Minister for Police of Queensland
The Minister for Police of Queensland is a senior government official responsible for overseeing the state’s police service, law enforcement policy, and public safety within the Queensland Government.
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.