Triple

T14543977

Position	Surface form	Disambiguated ID	Type / Status
Subject	Shadow Cabinet of Queensland	`E341241`	entity
Predicate	hasPosition	`P8`	FINISHED
Object	Shadow Minister for Housing The Shadow Minister for Housing is a senior opposition frontbench role in Queensland responsible for scrutinising government housing policy and proposing alternative approaches to housing and homelessness.	`E1105002`	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 Minister for Housing | Statement: [Shadow Cabinet of Queensland, hasPosition, Shadow Minister for Housing]

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

Target entity: Shadow Minister for Housing
Context triple: [Shadow Cabinet of Queensland, hasPosition, Shadow Minister for Housing]

A. Minister for Housing
The Minister for Housing is a government cabinet position responsible for overseeing housing policy, affordability, and residential development within its jurisdiction.
B. Shadow Secretary of State for Levelling Up, Housing and Communities
The Shadow Secretary of State for Levelling Up, Housing and Communities is the UK opposition frontbench politician responsible for scrutinising and proposing alternatives to the government’s policies on regional development, housing, and local government.
C. Permanent Secretary of the Ministry of Housing and Local Government
The Permanent Secretary of the Ministry of Housing and Local Government was the senior civil servant responsible for overseeing housing policy and local government administration in the United Kingdom.
D. Secretary of State for Levelling Up, Housing and Communities
The Secretary of State for Levelling Up, Housing and Communities is a senior UK government minister responsible for regional development, housing policy, local government, and efforts to reduce geographic inequality across the country.
E. Minister of Local Government, Housing and Construction
The Minister of Local Government, Housing and Construction is a senior Sri Lankan cabinet post responsible for overseeing local governance, urban development, and national housing and construction policy.
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 Minister for Housing
Triple: [Shadow Cabinet of Queensland, hasPosition, Shadow Minister for Housing]

Generated description

The Shadow Minister for Housing is a senior opposition frontbench role in Queensland responsible for scrutinising government housing policy and proposing alternative approaches to housing and homelessness.

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

Target entity: Shadow Minister for Housing
Target entity description: The Shadow Minister for Housing is a senior opposition frontbench role in Queensland responsible for scrutinising government housing policy and proposing alternative approaches to housing and homelessness.

A. Minister for Housing
The Minister for Housing is a government cabinet position responsible for overseeing housing policy, affordability, and residential development within its jurisdiction.
B. Shadow Secretary of State for Levelling Up, Housing and Communities
The Shadow Secretary of State for Levelling Up, Housing and Communities is the UK opposition frontbench politician responsible for scrutinising and proposing alternatives to the government’s policies on regional development, housing, and local government.
C. Permanent Secretary of the Ministry of Housing and Local Government
The Permanent Secretary of the Ministry of Housing and Local Government was the senior civil servant responsible for overseeing housing policy and local government administration in the United Kingdom.
D. Secretary of State for Levelling Up, Housing and Communities
The Secretary of State for Levelling Up, Housing and Communities is a senior UK government minister responsible for regional development, housing policy, local government, and efforts to reduce geographic inequality across the country.
E. Minister of Local Government, Housing and Construction
The Minister of Local Government, Housing and Construction is a senior Sri Lankan cabinet post responsible for overseeing local governance, urban development, and national housing and construction policy.
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.