Triple
T13219001
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cowra Shire |
E314697
|
entity |
| Predicate | isMemberOf |
P10
|
FINISHED |
| Object |
Central NSW Councils (CENTROC)
Central NSW Councils (CENTROC) is a regional alliance of local government areas in central New South Wales that collaborates on shared services, advocacy, and strategic planning.
|
E1028421
|
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: Central NSW Councils (CENTROC) | Statement: [Cowra Shire, isMemberOf, Central NSW Councils (CENTROC)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Central NSW Councils (CENTROC) Context triple: [Cowra Shire, isMemberOf, Central NSW Councils (CENTROC)]
-
A.
Cootamundra-Gundagai Regional Council
Cootamundra-Gundagai Regional Council is a local government authority in New South Wales, Australia, responsible for administering the Cootamundra and Gundagai region and providing municipal services to its communities.
-
B.
Mid North Coast Regional Organisation of Councils
The Mid North Coast Regional Organisation of Councils is a collaborative body of local governments on New South Wales’ Mid North Coast that coordinates regional planning, advocacy, and shared services.
-
C.
Murrumbidgee Council
Murrumbidgee Council is a local government area in the Riverina region of New South Wales, Australia, administering several rural communities including the town of Jerilderie.
-
D.
Coffs Central
Coffs Central is a major retail and lifestyle shopping centre located in the coastal city of Coffs Harbour, New South Wales, Australia.
-
E.
MacDonnell Regional Council
MacDonnell Regional Council is a local government authority in Australia's Northern Territory responsible for providing municipal and community services to remote communities across the MacDonnell Region.
- 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: Central NSW Councils (CENTROC) Triple: [Cowra Shire, isMemberOf, Central NSW Councils (CENTROC)]
Generated description
Central NSW Councils (CENTROC) is a regional alliance of local government areas in central New South Wales that collaborates on shared services, advocacy, and strategic planning.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Central NSW Councils (CENTROC) Target entity description: Central NSW Councils (CENTROC) is a regional alliance of local government areas in central New South Wales that collaborates on shared services, advocacy, and strategic planning.
-
A.
Cootamundra-Gundagai Regional Council
Cootamundra-Gundagai Regional Council is a local government authority in New South Wales, Australia, responsible for administering the Cootamundra and Gundagai region and providing municipal services to its communities.
-
B.
Mid North Coast Regional Organisation of Councils
The Mid North Coast Regional Organisation of Councils is a collaborative body of local governments on New South Wales’ Mid North Coast that coordinates regional planning, advocacy, and shared services.
-
C.
Murrumbidgee Council
Murrumbidgee Council is a local government area in the Riverina region of New South Wales, Australia, administering several rural communities including the town of Jerilderie.
-
D.
Coffs Central
Coffs Central is a major retail and lifestyle shopping centre located in the coastal city of Coffs Harbour, New South Wales, Australia.
-
E.
MacDonnell Regional Council
MacDonnell Regional Council is a local government authority in Australia's Northern Territory responsible for providing municipal and community services to remote communities across the MacDonnell Region.
- 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_69d806affc688190a25b6ccc588e9c72 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d98cf392e08190949ee4d194566395 |
completed | April 10, 2026, 11:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6ff2085f88190be8cfc309d21f9cb |
completed | May 3, 2026, 7:54 a.m. |
| NEDg | Description generation | batch_69f7036009808190aea595cd542e0cf1 |
completed | May 3, 2026, 8:12 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7040e32a4819083a9f4efe96fd9ca |
completed | May 3, 2026, 8:15 a.m. |
Created at: April 9, 2026, 9:18 p.m.