Triple

T15095253
Position Surface form Disambiguated ID Type / Status
Subject Mitchell, Queensland E360520 entity
Predicate localGovernmentArea P3379 FINISHED
Object Maranoa Regional Council
Maranoa Regional Council is the local government authority responsible for administering the Maranoa region in south-west Queensland, Australia, including towns such as Mitchell and Roma.
 E1147768 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: Maranoa Regional Council | Statement: [Mitchell, Queensland, localGovernmentArea, Maranoa Regional Council]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Maranoa Regional Council
Context triple: [Mitchell, Queensland, localGovernmentArea, Maranoa Regional Council]
  • A. Southern Downs Regional Council
    Southern Downs Regional Council is the local government authority responsible for administering the Southern Downs region in Queensland, Australia, including the city of Warwick and surrounding rural communities.
  • B. Western Downs Regional Council
    Western Downs Regional Council is the local government authority responsible for administering the Western Downs Region in Queensland, Australia, including the town of Dalby.
  • C. Narrabri Shire Council
    Narrabri Shire Council is the local government authority responsible for administering services, infrastructure, and community development in the Narrabri Shire area of New South Wales, Australia.
  • D. Wattle Range Council
    Wattle Range Council is a local government area in South Australia's Limestone Coast region, encompassing rural communities, agricultural land, and coastal environments.
  • E. Southern Mallee District Council
    The Southern Mallee District Council is a rural local government authority in South Australia responsible for administering and providing services to communities within the Southern Mallee 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: Maranoa Regional Council
Triple: [Mitchell, Queensland, localGovernmentArea, Maranoa Regional Council]
Generated description
Maranoa Regional Council is the local government authority responsible for administering the Maranoa region in south-west Queensland, Australia, including towns such as Mitchell and Roma.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Maranoa Regional Council
Target entity description: Maranoa Regional Council is the local government authority responsible for administering the Maranoa region in south-west Queensland, Australia, including towns such as Mitchell and Roma.
  • A. Southern Downs Regional Council
    Southern Downs Regional Council is the local government authority responsible for administering the Southern Downs region in Queensland, Australia, including the city of Warwick and surrounding rural communities.
  • B. Western Downs Regional Council
    Western Downs Regional Council is the local government authority responsible for administering the Western Downs Region in Queensland, Australia, including the town of Dalby.
  • C. Narrabri Shire Council
    Narrabri Shire Council is the local government authority responsible for administering services, infrastructure, and community development in the Narrabri Shire area of New South Wales, Australia.
  • D. Wattle Range Council
    Wattle Range Council is a local government area in South Australia's Limestone Coast region, encompassing rural communities, agricultural land, and coastal environments.
  • E. Southern Mallee District Council
    The Southern Mallee District Council is a rural local government authority in South Australia responsible for administering and providing services to communities within the Southern Mallee 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_69d85a035aa88190b52a139d3a1b7b6d completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e0054571a48190a57055c0d6e90f82 completed April 15, 2026, 9:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69feef61cf80819096a3cb611f5af9fc completed May 9, 2026, 8:25 a.m.
NEDg Description generation batch_69feefe8c4ec819085ccab5048c1db28 completed May 9, 2026, 8:27 a.m.
NED2 Entity disambiguation (via description) batch_69fef0c5d2608190970e901e3986077c completed May 9, 2026, 8:31 a.m.
Created at: April 10, 2026, 3:04 a.m.