Triple
T822518
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cessnock, New South Wales |
E17779
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object |
electoral district of Cessnock
The electoral district of Cessnock is a New South Wales state electoral division in Australia that encompasses the city of Cessnock and surrounding areas, represented in the New South Wales Legislative Assembly.
|
E98380
|
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: electoral district of Cessnock | Statement: [Cessnock, New South Wales, locatedIn, electoral district of Cessnock]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: electoral district of Cessnock Context triple: [Cessnock, New South Wales, locatedIn, electoral district of Cessnock]
-
A.
Cessnock, New South Wales
Cessnock, New South Wales is a city in Australia’s Hunter Valley known as a gateway to the region’s renowned wine country and vineyards.
-
B.
Cessnock City Council
Cessnock City Council is the local government authority responsible for administering the City of Cessnock in the Hunter Region of New South Wales, Australia.
-
C.
Lyttelton electorate
The Lyttelton electorate was a New Zealand parliamentary constituency centered on the port town of Lyttelton near Christchurch, historically notable as the seat that launched future Prime Minister Norman Kirk’s national political career.
-
D.
Tamworth Regional Council area
Tamworth Regional Council area is a local government area in the New England region of New South Wales, Australia, centered on the regional city of Tamworth and surrounding rural communities.
-
E.
Coolamon Shire
Coolamon Shire is a rural local government area in the Riverina region of New South Wales, Australia, centered on the town of Coolamon and surrounding agricultural communities.
- 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: electoral district of Cessnock Triple: [Cessnock, New South Wales, locatedIn, electoral district of Cessnock]
Generated description
The electoral district of Cessnock is a New South Wales state electoral division in Australia that encompasses the city of Cessnock and surrounding areas, represented in the New South Wales Legislative Assembly.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: electoral district of Cessnock Target entity description: The electoral district of Cessnock is a New South Wales state electoral division in Australia that encompasses the city of Cessnock and surrounding areas, represented in the New South Wales Legislative Assembly.
-
A.
Cessnock, New South Wales
Cessnock, New South Wales is a city in Australia’s Hunter Valley known as a gateway to the region’s renowned wine country and vineyards.
-
B.
Cessnock City Council
Cessnock City Council is the local government authority responsible for administering the City of Cessnock in the Hunter Region of New South Wales, Australia.
-
C.
Lyttelton electorate
The Lyttelton electorate was a New Zealand parliamentary constituency centered on the port town of Lyttelton near Christchurch, historically notable as the seat that launched future Prime Minister Norman Kirk’s national political career.
-
D.
Tamworth Regional Council area
Tamworth Regional Council area is a local government area in the New England region of New South Wales, Australia, centered on the regional city of Tamworth and surrounding rural communities.
-
E.
Coolamon Shire
Coolamon Shire is a rural local government area in the Riverina region of New South Wales, Australia, centered on the town of Coolamon and surrounding agricultural communities.
- 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_69a4937bcaac8190a322524ac6f45a5a |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4ab7c139c8190b6d75661b5138d89 |
completed | March 1, 2026, 9:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a76d93af548190818c14a370e0914a |
completed | March 3, 2026, 11:24 p.m. |
| NEDg | Description generation | batch_69a781f5536c81908175d58b6b75adba |
completed | March 4, 2026, 12:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a7860e656c8190a08a9999662ba1f1 |
completed | March 4, 2026, 1:08 a.m. |
Created at: March 1, 2026, 7:38 p.m.