Triple
T14543995
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shadow Cabinet of Queensland |
E341241
|
entity |
| Predicate | hasPosition |
P8
|
FINISHED |
| Object |
Shadow Minister for Disability Services
The Shadow Minister for Disability Services is the opposition frontbench spokesperson in Queensland responsible for scrutinising government disability policies and proposing alternative approaches.
|
E1105015
|
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 Disability Services | Statement: [Shadow Cabinet of Queensland, hasPosition, Shadow Minister for Disability Services]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shadow Minister for Disability Services Context triple: [Shadow Cabinet of Queensland, hasPosition, Shadow Minister for Disability Services]
-
A.
Minister for Social Inclusion
The Minister for Social Inclusion is an Australian government cabinet role responsible for promoting social equity, reducing disadvantage, and improving participation and opportunities for marginalized groups.
-
B.
Parliamentary Secretary to the Minister for Health and Ageing
The Parliamentary Secretary to the Minister for Health and Ageing is a junior Australian government role that assists the Health and Ageing Minister in overseeing national health policy, services, and programs.
-
C.
Minister for Social Security
The Minister for Social Security is a government cabinet role responsible for overseeing a nation's social welfare, benefits, and income support systems.
-
D.
Minister for Social Development
The Minister for Social Development is a senior New Zealand government cabinet position responsible for overseeing social welfare policy, income support, and related community services.
-
E.
Minister for Health and Ageing (Australia)
The Minister for Health and Ageing (Australia) is a senior Australian government cabinet position responsible for overseeing national health policy, public hospitals, Medicare, and services for older Australians.
- 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 Disability Services Triple: [Shadow Cabinet of Queensland, hasPosition, Shadow Minister for Disability Services]
Generated description
The Shadow Minister for Disability Services is the opposition frontbench spokesperson in Queensland responsible for scrutinising government disability policies and proposing alternative approaches.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shadow Minister for Disability Services Target entity description: The Shadow Minister for Disability Services is the opposition frontbench spokesperson in Queensland responsible for scrutinising government disability policies and proposing alternative approaches.
-
A.
Minister for Social Inclusion
The Minister for Social Inclusion is an Australian government cabinet role responsible for promoting social equity, reducing disadvantage, and improving participation and opportunities for marginalized groups.
-
B.
Parliamentary Secretary to the Minister for Health and Ageing
The Parliamentary Secretary to the Minister for Health and Ageing is a junior Australian government role that assists the Health and Ageing Minister in overseeing national health policy, services, and programs.
-
C.
Minister for Social Security
The Minister for Social Security is a government cabinet role responsible for overseeing a nation's social welfare, benefits, and income support systems.
-
D.
Minister for Social Development
The Minister for Social Development is a senior New Zealand government cabinet position responsible for overseeing social welfare policy, income support, and related community services.
-
E.
Minister for Health and Ageing (Australia)
The Minister for Health and Ageing (Australia) is a senior Australian government cabinet position responsible for overseeing national health policy, public hospitals, Medicare, and services for older Australians.
- 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.