Triple
T4037792
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shellharbour |
E83868
|
entity |
| Predicate | localGovernmentArea |
P3379
|
FINISHED |
| Object |
City of Shellharbour
The City of Shellharbour is a coastal local government area in the Illawarra region of New South Wales, Australia, encompassing suburban communities, beaches, and natural reserves south of Wollongong.
|
E411282
|
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: City of Shellharbour | Statement: [Shellharbour, localGovernmentArea, City of Shellharbour]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: City of Shellharbour Context triple: [Shellharbour, localGovernmentArea, City of Shellharbour]
-
A.
Nerang
Nerang is a suburb and key residential and commercial hub located in the inland western part of the Gold Coast in Queensland, Australia.
-
B.
Crescent Head
Crescent Head is a small coastal town on the Mid North Coast of New South Wales, Australia, known for its renowned surf breaks and relaxed beachside atmosphere.
-
C.
Port Morris
Port Morris is a waterfront industrial and residential neighborhood in the South Bronx of New York City.
-
D.
Port Kembla
Port Kembla is a major deep-water seaport and industrial hub on the New South Wales south coast of Australia, known for its steelworks and bulk cargo facilities.
-
E.
Silverwater
Silverwater is a suburb in western Sydney, Australia, known for its industrial areas, correctional complex, and location along the Parramatta River.
- 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: City of Shellharbour Triple: [Shellharbour, localGovernmentArea, City of Shellharbour]
Generated description
The City of Shellharbour is a coastal local government area in the Illawarra region of New South Wales, Australia, encompassing suburban communities, beaches, and natural reserves south of Wollongong.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: City of Shellharbour Target entity description: The City of Shellharbour is a coastal local government area in the Illawarra region of New South Wales, Australia, encompassing suburban communities, beaches, and natural reserves south of Wollongong.
-
A.
Nerang
Nerang is a suburb and key residential and commercial hub located in the inland western part of the Gold Coast in Queensland, Australia.
-
B.
Crescent Head
Crescent Head is a small coastal town on the Mid North Coast of New South Wales, Australia, known for its renowned surf breaks and relaxed beachside atmosphere.
-
C.
Port Morris
Port Morris is a waterfront industrial and residential neighborhood in the South Bronx of New York City.
-
D.
Port Kembla
Port Kembla is a major deep-water seaport and industrial hub on the New South Wales south coast of Australia, known for its steelworks and bulk cargo facilities.
-
E.
Silverwater
Silverwater is a suburb in western Sydney, Australia, known for its industrial areas, correctional complex, and location along the Parramatta River.
- 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_69aed92f7cf0819098e0539bdcc3767f |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefb3656f08190aa5286d951013646 |
completed | March 9, 2026, 4:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b56299dbe88190b36f4a488201acd8 |
completed | March 14, 2026, 1:28 p.m. |
| NEDg | Description generation | batch_69b5666c19f4819084f7e584e34f82c2 |
completed | March 14, 2026, 1:45 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b566cd444081908e61d131abd93d6d |
completed | March 14, 2026, 1:46 p.m. |
Created at: March 9, 2026, 3:37 p.m.