Triple
T12726768
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Leader of the Opposition (South Australia) |
E304126
|
entity |
| Predicate | hasOppositionFrontbench |
P106596
|
FINISHED |
| Object |
Shadow Ministry of South Australia
The Shadow Ministry of South Australia is the team of senior opposition politicians who each scrutinize and propose alternatives to specific government portfolios in the South Australian Parliament.
|
E999856
|
NE FINISHED |
How this triple was built (5 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 Ministry of South Australia | Statement: [Leader of the Opposition (South Australia), hasOppositionFrontbench, Shadow Ministry of South Australia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shadow Ministry of South Australia Context triple: [Leader of the Opposition (South Australia), hasOppositionFrontbench, Shadow Ministry of South Australia]
-
A.
Government of South Australia
The Government of South Australia is the state-level executive authority responsible for administering laws, public services, and policy in the Australian state of South Australia.
-
B.
Cabinet of South Australia
The Cabinet of South Australia is the central decision-making body of senior government ministers responsible for directing the state's executive government and policy.
-
C.
Executive Council of South Australia
The Executive Council of South Australia is the formal body of ministers, presided over by the Governor, that provides official advice and approval for executive decisions of the South Australian government.
-
D.
Provincial council of the Province of South Australia
The Provincial Council of the Province of South Australia was the early representative legislative body that advised the colonial administration and helped shape the governance of South Australia in the 19th century.
-
E.
Electoral Commission of South Australia
The Electoral Commission of South Australia is the independent statutory authority responsible for conducting state and local government elections and managing electoral processes in South Australia.
- 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 Ministry of South Australia Triple: [Leader of the Opposition (South Australia), hasOppositionFrontbench, Shadow Ministry of South Australia]
Generated description
The Shadow Ministry of South Australia is the team of senior opposition politicians who each scrutinize and propose alternatives to specific government portfolios in the South Australian Parliament.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shadow Ministry of South Australia Target entity description: The Shadow Ministry of South Australia is the team of senior opposition politicians who each scrutinize and propose alternatives to specific government portfolios in the South Australian Parliament.
-
A.
Government of South Australia
The Government of South Australia is the state-level executive authority responsible for administering laws, public services, and policy in the Australian state of South Australia.
-
B.
Cabinet of South Australia
The Cabinet of South Australia is the central decision-making body of senior government ministers responsible for directing the state's executive government and policy.
-
C.
Executive Council of South Australia
The Executive Council of South Australia is the formal body of ministers, presided over by the Governor, that provides official advice and approval for executive decisions of the South Australian government.
-
D.
Provincial council of the Province of South Australia
The Provincial Council of the Province of South Australia was the early representative legislative body that advised the colonial administration and helped shape the governance of South Australia in the 19th century.
-
E.
Electoral Commission of South Australia
The Electoral Commission of South Australia is the independent statutory authority responsible for conducting state and local government elections and managing electoral processes in South Australia.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasOppositionFrontbench Context triple: [Leader of the Opposition (South Australia), hasOppositionFrontbench, Shadow Ministry of South Australia]
-
A.
hasMainOpposition
Indicates that one entity serves as the primary opposing force, rival, or counterparty to another entity.
-
B.
hasOppositionCoalition
Indicates that a political entity faces an organized coalition of opposing parties or groups.
-
C.
hasOppositionParties
Indicates that an entity (typically a government or ruling body) has one or more political parties that formally oppose or challenge its policies or authority.
-
D.
parliamentaryOppositionTo
Indicates that one party, group, or member within a parliamentary system formally opposes the policies, actions, or proposals of another.
-
E.
oppositionLeader
Indicates that one entity serves as the primary political leader of the opposition in relation to another governing entity.
- F. None of above. chosen
Provenance (7 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_69d7bdf084148190ab9d513dc0735af4 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d96d89ea70819098c470344f172167 |
completed | April 10, 2026, 9:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f67c884bd08190bf0022e8303a4987 |
completed | May 2, 2026, 10:36 p.m. |
| NEDg | Description generation | batch_69f67de172088190b055ace0fdcfd1fd |
completed | May 2, 2026, 10:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f67ed2eac88190938747d2c75bae86 |
completed | May 2, 2026, 10:46 p.m. |
| PD | Predicate disambiguation | batch_69d96403957c81909acdee7bdae71696 |
completed | April 10, 2026, 8:56 p.m. |
| PDg | Predicate description generation | batch_69d96d87078c819083ea724238992204 |
completed | April 10, 2026, 9:37 p.m. |
Created at: April 9, 2026, 5:25 p.m.