Triple

T4123568
Position Surface form Disambiguated ID Type / Status
Subject Great Sandy Region E92668 entity
Predicate administrativeRegion P285 FINISHED
Object 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.
 E420503 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: Fraser Coast Regional Council | Statement: [Great Sandy Region, administrativeRegion, Fraser Coast Regional Council]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Fraser Coast Regional Council
Context triple: [Great Sandy Region, administrativeRegion, Fraser Coast Regional Council]
  • A. Sunshine Coast Regional Council
    Sunshine Coast Regional Council is the local government authority responsible for administering services, planning, and community development across the Sunshine Coast region in Queensland, Australia.
  • B. Mackay Regional Council
    Mackay Regional Council is the local government authority responsible for administering services, infrastructure, and community development in the Mackay region of Queensland, Australia.
  • C. Douglas Shire Council
    Douglas Shire Council is the local government authority for the Douglas Shire region in Far North Queensland, Australia, responsible for providing municipal services, infrastructure, and community governance.
  • D. Cairns Regional Council
    Cairns Regional Council is the local governing body responsible for municipal services, planning, and community development in the Cairns region of Far North Queensland, Australia.
  • E. Lachlan Shire Council
    Lachlan Shire Council is a local government authority in New South Wales, Australia, responsible for administering the Lachlan Shire region and providing services and infrastructure to its 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: Fraser Coast Regional Council
Triple: [Great Sandy Region, administrativeRegion, Fraser Coast Regional Council]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Fraser Coast Regional Council
Target entity description: 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.
  • A. Sunshine Coast Regional Council
    Sunshine Coast Regional Council is the local government authority responsible for administering services, planning, and community development across the Sunshine Coast region in Queensland, Australia.
  • B. Mackay Regional Council
    Mackay Regional Council is the local government authority responsible for administering services, infrastructure, and community development in the Mackay region of Queensland, Australia.
  • C. Douglas Shire Council
    Douglas Shire Council is the local government authority for the Douglas Shire region in Far North Queensland, Australia, responsible for providing municipal services, infrastructure, and community governance.
  • D. Cairns Regional Council
    Cairns Regional Council is the local governing body responsible for municipal services, planning, and community development in the Cairns region of Far North Queensland, Australia.
  • E. Lachlan Shire Council
    Lachlan Shire Council is a local government authority in New South Wales, Australia, responsible for administering the Lachlan Shire region and providing services and infrastructure to its 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_69aed9685f70819086932777aec8d959 completed March 9, 2026, 2:30 p.m.
NER Named-entity recognition batch_69af0208903c8190a7f451a455d3e253 completed March 9, 2026, 5:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69b589de64fc81909662197fdbe45446 completed March 14, 2026, 4:16 p.m.
NEDg Description generation batch_69b58ad68af88190863ea23e170ce2ca completed March 14, 2026, 4:20 p.m.
NED2 Entity disambiguation (via description) batch_69b58ba2edbc81908bfbe5d91daf5ae5 completed March 14, 2026, 4:24 p.m.
Created at: March 9, 2026, 3:41 p.m.