Triple
T14543981
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shadow Cabinet of Queensland |
E341241
|
entity |
| Predicate | hasPosition |
P8
|
FINISHED |
| Object |
Shadow Minister for State Development
The Shadow Minister for State Development is an opposition frontbench role in Queensland responsible for scrutinising and proposing alternatives to the government’s policies on economic growth, infrastructure, and regional development.
|
E1105006
|
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 State Development | Statement: [Shadow Cabinet of Queensland, hasPosition, Shadow Minister for State Development]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shadow Minister for State Development Context triple: [Shadow Cabinet of Queensland, hasPosition, Shadow Minister for State Development]
-
A.
Minister for State Development
The Minister for State Development is a senior Queensland government portfolio responsible for driving economic growth, major projects, and long-term infrastructure and industry planning in the state.
-
B.
Minister for Regional Development, Local Government and Territories
The Minister for Regional Development, Local Government and Territories is an Australian government cabinet position responsible for policies and oversight relating to regional development, local government affairs, and the administration of federal territories.
-
C.
Assembly Secretary for Economic Development
The Assembly Secretary for Economic Development is a senior Welsh Government minister responsible for shaping and implementing economic policy, including business growth, investment, and regional development in Wales.
-
D.
Assistant Minister of Queensland
The Assistant Minister of Queensland is a junior political office in the Queensland Government that supports senior ministers in carrying out their portfolio responsibilities.
-
E.
Minister of State
A Minister of State is a mid-ranking UK government minister who typically supports a Secretary of State by overseeing specific policy areas within a department.
- 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 State Development Triple: [Shadow Cabinet of Queensland, hasPosition, Shadow Minister for State Development]
Generated description
The Shadow Minister for State Development is an opposition frontbench role in Queensland responsible for scrutinising and proposing alternatives to the government’s policies on economic growth, infrastructure, and regional development.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shadow Minister for State Development Target entity description: The Shadow Minister for State Development is an opposition frontbench role in Queensland responsible for scrutinising and proposing alternatives to the government’s policies on economic growth, infrastructure, and regional development.
-
A.
Minister for State Development
The Minister for State Development is a senior Queensland government portfolio responsible for driving economic growth, major projects, and long-term infrastructure and industry planning in the state.
-
B.
Minister for Regional Development, Local Government and Territories
The Minister for Regional Development, Local Government and Territories is an Australian government cabinet position responsible for policies and oversight relating to regional development, local government affairs, and the administration of federal territories.
-
C.
Assembly Secretary for Economic Development
The Assembly Secretary for Economic Development is a senior Welsh Government minister responsible for shaping and implementing economic policy, including business growth, investment, and regional development in Wales.
-
D.
Assistant Minister of Queensland
The Assistant Minister of Queensland is a junior political office in the Queensland Government that supports senior ministers in carrying out their portfolio responsibilities.
-
E.
Minister of State
A Minister of State is a mid-ranking UK government minister who typically supports a Secretary of State by overseeing specific policy areas within a department.
- 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.