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.