Triple
T2526678
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 2023 New South Wales state election |
E56049
|
entity |
| Predicate | precededBy |
P97
|
FINISHED |
| Object |
2019 New South Wales state election
The 2019 New South Wales state election was a parliamentary election in Australia that determined the composition of the New South Wales Legislative Assembly and Legislative Council and resulted in the re-election of the Liberal–National Coalition government led by Premier Gladys Berejiklian.
|
E277490
|
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: 2019 New South Wales state election | Statement: [2023 New South Wales state election, precededBy, 2019 New South Wales state election]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: 2019 New South Wales state election Context triple: [2023 New South Wales state election, precededBy, 2019 New South Wales state election]
-
A.
2023 New South Wales state election
The 2023 New South Wales state election was a parliamentary election in Australia that resulted in a change of government, with the Labor Party defeating the incumbent Liberal–National Coalition to form a new state administration.
-
B.
New South Wales state election
The New South Wales state election is a periodic Australian parliamentary election in which voters choose members of the New South Wales Parliament and determine which party forms the state government.
-
C.
2027 New South Wales state election
The 2027 New South Wales state election is the scheduled poll at which voters in New South Wales, Australia, will choose the next members of the state’s Parliament and determine the governing party or coalition.
-
D.
New South Wales Electoral Commission
The New South Wales Electoral Commission is the independent statutory authority responsible for conducting elections and regulating electoral processes in the Australian state of New South Wales.
-
E.
Australian electoral calendar 2023
The Australian electoral calendar 2023 is a schedule outlining all major federal, state, and territory elections and by-elections held across Australia during the year 2023.
- 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: 2019 New South Wales state election Triple: [2023 New South Wales state election, precededBy, 2019 New South Wales state election]
Generated description
The 2019 New South Wales state election was a parliamentary election in Australia that determined the composition of the New South Wales Legislative Assembly and Legislative Council and resulted in the re-election of the Liberal–National Coalition government led by Premier Gladys Berejiklian.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: 2019 New South Wales state election Target entity description: The 2019 New South Wales state election was a parliamentary election in Australia that determined the composition of the New South Wales Legislative Assembly and Legislative Council and resulted in the re-election of the Liberal–National Coalition government led by Premier Gladys Berejiklian.
-
A.
2023 New South Wales state election
The 2023 New South Wales state election was a parliamentary election in Australia that resulted in a change of government, with the Labor Party defeating the incumbent Liberal–National Coalition to form a new state administration.
-
B.
New South Wales state election
The New South Wales state election is a periodic Australian parliamentary election in which voters choose members of the New South Wales Parliament and determine which party forms the state government.
-
C.
2027 New South Wales state election
The 2027 New South Wales state election is the scheduled poll at which voters in New South Wales, Australia, will choose the next members of the state’s Parliament and determine the governing party or coalition.
-
D.
New South Wales Electoral Commission
The New South Wales Electoral Commission is the independent statutory authority responsible for conducting elections and regulating electoral processes in the Australian state of New South Wales.
-
E.
Australian electoral calendar 2023
The Australian electoral calendar 2023 is a schedule outlining all major federal, state, and territory elections and by-elections held across Australia during the year 2023.
- 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_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. |
Created at: March 6, 2026, 9:46 p.m.