Triple
T2649352
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kempsey |
E53859
|
entity |
| Predicate | localGovernmentArea |
P3379
|
FINISHED |
| Object |
Kempsey Shire
Kempsey Shire is a local government area on the Mid North Coast of New South Wales, Australia, centered on the town of Kempsey and encompassing surrounding rural and coastal communities.
|
E286963
|
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: Kempsey Shire | Statement: [Kempsey, localGovernmentArea, Kempsey Shire]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kempsey Shire Context triple: [Kempsey, localGovernmentArea, Kempsey Shire]
-
A.
Leeton Shire
Leeton Shire is a local government area in the Riverina region of New South Wales, Australia, known for its irrigated agriculture and the town of Leeton as its administrative centre.
-
B.
Junee Shire
Junee Shire is a local government area in the Riverina region of New South Wales, Australia, centered on the town of Junee and known for its agricultural activities and rail heritage.
-
C.
Murrumbidgee Shire
Murrumbidgee Shire is a local government area in the Riverina region of New South Wales, Australia, known for its irrigated agriculture and rural communities including the town of Coleambally.
-
D.
Byron Shire
Byron Shire is a coastal local government area in the Northern Rivers region of New South Wales, Australia, known for its alternative lifestyle communities, beaches, and the popular tourist town of Byron Bay.
-
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: Kempsey Shire Triple: [Kempsey, localGovernmentArea, Kempsey Shire]
Generated description
Kempsey Shire is a local government area on the Mid North Coast of New South Wales, Australia, centered on the town of Kempsey and encompassing surrounding rural and coastal communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kempsey Shire Target entity description: Kempsey Shire is a local government area on the Mid North Coast of New South Wales, Australia, centered on the town of Kempsey and encompassing surrounding rural and coastal communities.
-
A.
Leeton Shire
Leeton Shire is a local government area in the Riverina region of New South Wales, Australia, known for its irrigated agriculture and the town of Leeton as its administrative centre.
-
B.
Junee Shire
Junee Shire is a local government area in the Riverina region of New South Wales, Australia, centered on the town of Junee and known for its agricultural activities and rail heritage.
-
C.
Murrumbidgee Shire
Murrumbidgee Shire is a local government area in the Riverina region of New South Wales, Australia, known for its irrigated agriculture and rural communities including the town of Coleambally.
-
D.
Byron Shire
Byron Shire is a coastal local government area in the Northern Rivers region of New South Wales, Australia, known for its alternative lifestyle communities, beaches, and the popular tourist town of Byron Bay.
-
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_69ab495e192081909c77b622e8e7e15a |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abd91ca1288190ba302b04bac4c153 |
completed | March 7, 2026, 7:51 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af98cc2d9881908556b915a1870c02 |
completed | March 10, 2026, 4:06 a.m. |
| NEDg | Description generation | batch_69af9a0966a88190b76c50ac801438e2 |
completed | March 10, 2026, 4:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69af9dfac8048190be715b844eedf064 |
completed | March 10, 2026, 4:28 a.m. |
Created at: March 6, 2026, 9:53 p.m.