Triple
T12052975
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kempsey Shire |
E286963
|
entity |
| Predicate | locatedInLocalGovernmentRegion |
P21214
|
FINISHED |
| Object |
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.
|
E962355
|
NE FINISHED |
How this triple was built (5 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: Mid North Coast Regional Organisation of Councils | Statement: [Kempsey Shire, locatedInLocalGovernmentRegion, Mid North Coast Regional Organisation of Councils]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mid North Coast Regional Organisation of Councils Context triple: [Kempsey Shire, locatedInLocalGovernmentRegion, Mid North Coast Regional Organisation of Councils]
-
A.
Mid North Coast Local Health District
Mid North Coast Local Health District is a New South Wales public health organisation responsible for managing hospitals and health services across the Mid North Coast region of Australia.
-
B.
Mid North Coast
The Mid North Coast is a coastal region of New South Wales, Australia, known for its beaches, river systems, and popular holiday towns such as Port Macquarie and Coffs Harbour.
-
C.
Central Coast Regional District
Central Coast Regional District is a sparsely populated regional district on the central coast of British Columbia, Canada, encompassing remote Indigenous communities and rugged coastal landscapes.
-
D.
Central Coast Council
Central Coast Council is the local government authority responsible for administering municipal services, planning, and community facilities across the Central Coast region of New South Wales, Australia.
-
E.
Fraser Coast Regional Council
Fraser Coast Regional Council is the local government authority responsible for administering the Fraser Coast region in Queensland, Australia, including major centres such as Hervey Bay and Maryborough.
- 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: Mid North Coast Regional Organisation of Councils Triple: [Kempsey Shire, locatedInLocalGovernmentRegion, Mid North Coast Regional Organisation of Councils]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mid North Coast Regional Organisation of Councils Target entity description: 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.
-
A.
Mid North Coast Local Health District
Mid North Coast Local Health District is a New South Wales public health organisation responsible for managing hospitals and health services across the Mid North Coast region of Australia.
-
B.
Mid North Coast
The Mid North Coast is a coastal region of New South Wales, Australia, known for its beaches, river systems, and popular holiday towns such as Port Macquarie and Coffs Harbour.
-
C.
Central Coast Regional District
Central Coast Regional District is a sparsely populated regional district on the central coast of British Columbia, Canada, encompassing remote Indigenous communities and rugged coastal landscapes.
-
D.
Central Coast Council
Central Coast Council is the local government authority responsible for administering municipal services, planning, and community facilities across the Central Coast region of New South Wales, Australia.
-
E.
Fraser Coast Regional Council
Fraser Coast Regional Council is the local government authority responsible for administering the Fraser Coast region in Queensland, Australia, including major centres such as Hervey Bay and Maryborough.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: locatedInLocalGovernmentRegion Context triple: [Kempsey Shire, locatedInLocalGovernmentRegion, Mid North Coast Regional Organisation of Councils]
-
A.
locatedInRegionalDistrict
Indicates that one entity is geographically situated within the boundaries of a specified regional district.
-
B.
locatedInCountyRegion
Indicates that one entity is geographically situated within the boundaries of a specific county or county-level region.
-
C.
locatedInElectoralRegion
Indicates that an entity is situated within the boundaries of a specific electoral region or district.
-
D.
isInMunicipality
chosen
Indicates that one entity (typically a place or address) is located within the administrative boundaries of a specific municipality.
-
E.
hasLocalGovernmentJurisdictionOver
Indicates that one governmental body possesses official authority to administer, regulate, and make binding decisions over a specific geographic area or population.
- F. None of above.
Provenance (6 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_69d6ab4780948190bdb9f7620c2ac27e |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d9100b4ca8819084845ca4c13e34ce |
completed | April 10, 2026, 2:58 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f49ddde6548190adae2a889ec5c72b |
completed | May 1, 2026, 12:34 p.m. |
| NEDg | Description generation | batch_69f53d95d4fc8190b5f4e460646bec2a |
completed | May 1, 2026, 11:56 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f564ed64008190bfbeaf0991a7c2b8 |
completed | May 2, 2026, 2:43 a.m. |
| PD | Predicate disambiguation | batch_69d902bac9e08190aa1a99c835f29542 |
completed | April 10, 2026, 2:01 p.m. |
Created at: April 8, 2026, 9:47 p.m.