Triple
T14543984
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shadow Cabinet of Queensland |
E341241
|
entity |
| Predicate | hasPosition |
P8
|
FINISHED |
| Object |
Shadow Minister for Employment
The Shadow Minister for Employment is a senior opposition frontbench role in Queensland responsible for scrutinising government employment policies and proposing alternative job and workplace initiatives.
|
E1105007
|
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 Employment | Statement: [Shadow Cabinet of Queensland, hasPosition, Shadow Minister for Employment]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shadow Minister for Employment Context triple: [Shadow Cabinet of Queensland, hasPosition, Shadow Minister for Employment]
-
A.
Secretary of State for Employment and Productivity
The Secretary of State for Employment and Productivity was a UK Cabinet position responsible for overseeing employment policy, industrial relations, and workplace productivity during the late 1960s and early 1970s.
-
B.
Shadow Secretary of State for Work and Pensions
The Shadow Secretary of State for Work and Pensions is the UK opposition frontbench politician responsible for scrutinising and challenging the government’s welfare, pensions, and social security policies.
-
C.
Minister of Labour and National Service
The Minister of Labour and National Service was a key British government cabinet position responsible for employment policy, industrial relations, and manpower organization, especially during and after the Second World War.
-
D.
Secretary of State for Work and Pensions
The Secretary of State for Work and Pensions is the UK government cabinet minister responsible for overseeing welfare, pensions, and employment policy.
-
E.
Shadow Secretary of State for Business, Innovation and Skills
The Shadow Secretary of State for Business, Innovation and Skills is a senior opposition frontbench role in UK politics responsible for scrutinising and challenging the government’s business, industrial strategy, and innovation policies.
- 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 Employment Triple: [Shadow Cabinet of Queensland, hasPosition, Shadow Minister for Employment]
Generated description
The Shadow Minister for Employment is a senior opposition frontbench role in Queensland responsible for scrutinising government employment policies and proposing alternative job and workplace initiatives.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shadow Minister for Employment Target entity description: The Shadow Minister for Employment is a senior opposition frontbench role in Queensland responsible for scrutinising government employment policies and proposing alternative job and workplace initiatives.
-
A.
Secretary of State for Employment and Productivity
The Secretary of State for Employment and Productivity was a UK Cabinet position responsible for overseeing employment policy, industrial relations, and workplace productivity during the late 1960s and early 1970s.
-
B.
Shadow Secretary of State for Work and Pensions
The Shadow Secretary of State for Work and Pensions is the UK opposition frontbench politician responsible for scrutinising and challenging the government’s welfare, pensions, and social security policies.
-
C.
Minister of Labour and National Service
The Minister of Labour and National Service was a key British government cabinet position responsible for employment policy, industrial relations, and manpower organization, especially during and after the Second World War.
-
D.
Secretary of State for Work and Pensions
The Secretary of State for Work and Pensions is the UK government cabinet minister responsible for overseeing welfare, pensions, and employment policy.
-
E.
Shadow Secretary of State for Business, Innovation and Skills
The Shadow Secretary of State for Business, Innovation and Skills is a senior opposition frontbench role in UK politics responsible for scrutinising and challenging the government’s business, industrial strategy, and innovation policies.
- 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.