Triple
T14543987
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shadow Cabinet of Queensland |
E341241
|
entity |
| Predicate | hasPosition |
P8
|
FINISHED |
| Object |
Shadow Minister for Local Government
The Shadow Minister for Local Government is an opposition frontbench role in Queensland responsible for scrutinising and proposing alternatives to the state government’s local government policies and administration.
|
E1105009
|
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 Local Government | Statement: [Shadow Cabinet of Queensland, hasPosition, Shadow Minister for Local Government]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shadow Minister for Local Government Context triple: [Shadow Cabinet of Queensland, hasPosition, Shadow Minister for Local Government]
-
A.
Minister for Local Government
The Minister for Local Government is a UK government ministerial role responsible for overseeing local authorities, local government finance, and related community governance policies.
-
B.
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.
-
C.
Parliamentary Under-Secretary of State for Communities and Local Government
The Parliamentary Under-Secretary of State for Communities and Local Government is a junior ministerial role in the UK government responsible for supporting senior ministers in overseeing local government, housing, planning, and community cohesion policy.
-
D.
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.
-
E.
Assembly Secretary for Local Government
The Assembly Secretary for Local Government is a senior ministerial post within the Welsh Government responsible for overseeing local authorities and local governance policy in Wales.
- 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 Local Government Triple: [Shadow Cabinet of Queensland, hasPosition, Shadow Minister for Local Government]
Generated description
The Shadow Minister for Local Government is an opposition frontbench role in Queensland responsible for scrutinising and proposing alternatives to the state government’s local government policies and administration.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shadow Minister for Local Government Target entity description: The Shadow Minister for Local Government is an opposition frontbench role in Queensland responsible for scrutinising and proposing alternatives to the state government’s local government policies and administration.
-
A.
Minister for Local Government
The Minister for Local Government is a UK government ministerial role responsible for overseeing local authorities, local government finance, and related community governance policies.
-
B.
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.
-
C.
Parliamentary Under-Secretary of State for Communities and Local Government
The Parliamentary Under-Secretary of State for Communities and Local Government is a junior ministerial role in the UK government responsible for supporting senior ministers in overseeing local government, housing, planning, and community cohesion policy.
-
D.
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.
-
E.
Assembly Secretary for Local Government
The Assembly Secretary for Local Government is a senior ministerial post within the Welsh Government responsible for overseeing local authorities and local governance policy in Wales.
- 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.