Triple
T14543992
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shadow Cabinet of Queensland |
E341241
|
entity |
| Predicate | hasPosition |
P8
|
FINISHED |
| Object |
Shadow Minister for Public Works
The Shadow Minister for Public Works is an opposition frontbench role in Queensland responsible for scrutinising and providing alternative policies on the state’s public infrastructure and construction projects.
|
E1105013
|
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 Public Works | Statement: [Shadow Cabinet of Queensland, hasPosition, Shadow Minister for Public Works]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shadow Minister for Public Works Context triple: [Shadow Cabinet of Queensland, hasPosition, Shadow Minister for Public Works]
-
A.
Parliamentary Secretary to the Ministry of Works
The Parliamentary Secretary to the Ministry of Works was a junior UK government ministerial role responsible for assisting in the oversight of public building, construction, and maintenance of government properties.
-
B.
Minister of Infrastructure and Housing
The Minister of Infrastructure and Housing is a senior Portuguese government cabinet position responsible for national transport networks, public works, and housing policy.
-
C.
Minister of Public Works of Canada
The Minister of Public Works of Canada was a federal cabinet position responsible for overseeing the construction, maintenance, and management of public infrastructure and government buildings across the country.
-
D.
Cabinet Secretary for Infrastructure, Investment and Cities
The Cabinet Secretary for Infrastructure, Investment and Cities was a senior Scottish Government ministerial post responsible for overseeing national infrastructure, economic investment, and urban development policy.
-
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 Public Works Triple: [Shadow Cabinet of Queensland, hasPosition, Shadow Minister for Public Works]
Generated description
The Shadow Minister for Public Works is an opposition frontbench role in Queensland responsible for scrutinising and providing alternative policies on the state’s public infrastructure and construction projects.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shadow Minister for Public Works Target entity description: The Shadow Minister for Public Works is an opposition frontbench role in Queensland responsible for scrutinising and providing alternative policies on the state’s public infrastructure and construction projects.
-
A.
Parliamentary Secretary to the Ministry of Works
The Parliamentary Secretary to the Ministry of Works was a junior UK government ministerial role responsible for assisting in the oversight of public building, construction, and maintenance of government properties.
-
B.
Minister of Infrastructure and Housing
The Minister of Infrastructure and Housing is a senior Portuguese government cabinet position responsible for national transport networks, public works, and housing policy.
-
C.
Minister of Public Works of Canada
The Minister of Public Works of Canada was a federal cabinet position responsible for overseeing the construction, maintenance, and management of public infrastructure and government buildings across the country.
-
D.
Cabinet Secretary for Infrastructure, Investment and Cities
The Cabinet Secretary for Infrastructure, Investment and Cities was a senior Scottish Government ministerial post responsible for overseeing national infrastructure, economic investment, and urban development policy.
-
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.