Triple
T4182169
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ulladulla |
E88219
|
entity |
| Predicate | localGovernmentArea |
P3379
|
FINISHED |
| Object | City of Shoalhaven |
E312410
|
NE FINISHED |
How this triple was built (2 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: City of Shoalhaven | Statement: [Ulladulla, localGovernmentArea, City of Shoalhaven]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: City of Shoalhaven Context triple: [Ulladulla, localGovernmentArea, City of Shoalhaven]
-
A.
City of Shoalhaven
chosen
The City of Shoalhaven is a local government area on the South Coast of New South Wales, Australia, known for its coastal towns, beaches, and the regional centre of Nowra.
-
B.
City of Wodonga
The City of Wodonga is a local government area in northeastern Victoria, Australia, centered on the regional city of Wodonga near the New South Wales border.
-
C.
Williamtown
Williamtown is a locality in New South Wales, Australia, best known for hosting Newcastle Airport and the RAAF Base Williamtown military air base.
-
D.
City of Palmerston
The City of Palmerston is the local government authority responsible for administering and providing municipal services to the city of Palmerston in Australia's Northern Territory.
-
E.
Helensvale
Helensvale is a residential suburb and transport hub in the northern part of the Gold Coast in Queensland, Australia.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69aed9477e8c81908bcb862d2db55b1d |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69af0305e2e88190a51f176f8534f1f9 |
completed | March 9, 2026, 5:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b589fbcc5881908f245bb377082dcc |
completed | March 14, 2026, 4:16 p.m. |
Created at: March 9, 2026, 3:45 p.m.