Triple
T2526696
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 2023 New South Wales state election |
E56049
|
entity |
| Predicate | mainOppositionAfterElection |
P39369
|
FINISHED |
| Object |
Liberal–National Coalition
The Liberal–National Coalition is a longstanding centre-right political alliance in Australia, primarily comprising the Liberal Party and the National Party, that frequently governs or serves as the main opposition at both federal and state levels.
|
E277492
|
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: Liberal–National Coalition | Statement: [2023 New South Wales state election, mainOppositionAfterElection, Liberal–National Coalition]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Liberal–National Coalition Context triple: [2023 New South Wales state election, mainOppositionAfterElection, Liberal–National Coalition]
-
A.
Liberal National Party
The Liberal National Party was a British political party formed by a faction of Liberals who aligned closely with the Conservatives and participated in several National Governments in the early to mid-20th century.
-
B.
Liberal Party of Australia
The Liberal Party of Australia is a major centre-right political party that has been one of the two dominant forces in Australian federal and state politics since the mid-20th century.
-
C.
National Party of Australia
The National Party of Australia is a conservative political party that traditionally represents rural and regional interests and often forms coalition governments with the Liberal Party at the federal and state levels.
-
D.
United Australia Party
The United Australia Party was a major Australian conservative political party that existed from 1931 to 1945 and produced several prime ministers during its tenure.
-
E.
Liberal National Party of Queensland
The Liberal National Party of Queensland is a major centre-right political party in the Australian state of Queensland, formed from the merger of the state divisions of the Liberal and National parties and affiliated federally with the Liberal Party of 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: Liberal–National Coalition Triple: [2023 New South Wales state election, mainOppositionAfterElection, Liberal–National Coalition]
Generated description
The Liberal–National Coalition is a longstanding centre-right political alliance in Australia, primarily comprising the Liberal Party and the National Party, that frequently governs or serves as the main opposition at both federal and state levels.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Liberal–National Coalition Target entity description: The Liberal–National Coalition is a longstanding centre-right political alliance in Australia, primarily comprising the Liberal Party and the National Party, that frequently governs or serves as the main opposition at both federal and state levels.
-
A.
Liberal National Party
The Liberal National Party was a British political party formed by a faction of Liberals who aligned closely with the Conservatives and participated in several National Governments in the early to mid-20th century.
-
B.
Liberal Party of Australia
The Liberal Party of Australia is a major centre-right political party that has been one of the two dominant forces in Australian federal and state politics since the mid-20th century.
-
C.
National Party of Australia
The National Party of Australia is a conservative political party that traditionally represents rural and regional interests and often forms coalition governments with the Liberal Party at the federal and state levels.
-
D.
United Australia Party
The United Australia Party was a major Australian conservative political party that existed from 1931 to 1945 and produced several prime ministers during its tenure.
-
E.
Liberal National Party of Queensland
The Liberal National Party of Queensland is a major centre-right political party in the Australian state of Queensland, formed from the merger of the state divisions of the Liberal and National parties and affiliated federally with the Liberal Party of Australia.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: mainOppositionAfterElection Context triple: [2023 New South Wales state election, mainOppositionAfterElection, Liberal–National Coalition]
-
A.
rulingPartyAfterElection
Indicates which political party holds governing power following the conclusion of an election.
-
B.
formedAfterElection
Indicates that an entity (such as a government, cabinet, or committee) was established or came into existence following the conclusion of an election.
-
C.
electionOpponent
Indicates that two individuals are rivals competing against each other in the same election.
-
D.
politicalOutcome
Indicates the result or consequence of a political process, decision, event, or interaction.
-
E.
oppositionPercentage
Indicates the proportion of entities or participants that are in opposition to a given proposal, action, or subject relative to the whole.
- 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_69ab4a48e4f081908f1218d244608659 |
completed | March 6, 2026, 9:42 p.m. |
| NER | Named-entity recognition | batch_69abd255f0d081908d20cfb812c4bfc1 |
completed | March 7, 2026, 7:23 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af5cf3c790819089b0d202e25e6ede |
completed | March 9, 2026, 11:51 p.m. |
| NEDg | Description generation | batch_69af5f0609dc8190a4b99eb2668cd1ff |
completed | March 10, 2026, midnight |
| NED2 | Entity disambiguation (via description) | batch_69af5f55643881909776d9334df63c1d |
completed | March 10, 2026, 12:01 a.m. |
| PD | Predicate disambiguation | batch_69abd0c2e34c8190a914d5c2afba147c |
completed | March 7, 2026, 7:16 a.m. |
| PDg | Predicate description generation | batch_69abd18e72a88190bdcf12b326d42fad |
completed | March 7, 2026, 7:19 a.m. |
Created at: March 6, 2026, 9:46 p.m.