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.