Triple

T15370653
Position Surface form Disambiguated ID Type / Status
Subject Clermont E367536 entity
Predicate locatedIn P40 FINISHED
Object Isaac Region, Queensland
Isaac Region, Queensland is a local government area in Central Queensland known for its coal mining industry, agricultural activities, and rural communities including the town of Clermont.
E1152922 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: Isaac Region, Queensland | Statement: [Clermont, locatedIn, Isaac Region, Queensland]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Isaac Region, Queensland
Context triple: [Clermont, locatedIn, Isaac Region, Queensland]
  • A. Bundaberg Region
    Bundaberg Region is a local government area in Queensland, Australia, known for its coastal communities, agricultural production, and the regional city of Bundaberg.
  • B. Central Highlands Region, Queensland
    The Central Highlands Region in Queensland is a large local government area in central Queensland known for its mining, agriculture, and the regional centre of Emerald.
  • C. Inland Queensland
    Inland Queensland is the largely rural, inland region of the Australian state of Queensland, characterized by agricultural centers, mining towns, and expansive outback landscapes away from the coastal cities.
  • D. Goondiwindi Region
    Goondiwindi Region is a local government area in Queensland, Australia, known for its agricultural production and the town of Goondiwindi near the New South Wales border.
  • E. Toowoomba Region
    The Toowoomba Region is a local government area in the Darling Downs of southern Queensland, Australia, centered on the city of Toowoomba and encompassing a mix of urban, rural, and agricultural 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: Isaac Region, Queensland
Triple: [Clermont, locatedIn, Isaac Region, Queensland]
Generated description
Isaac Region, Queensland is a local government area in Central Queensland known for its coal mining industry, agricultural activities, and rural communities including the town of Clermont.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Isaac Region, Queensland
Target entity description: Isaac Region, Queensland is a local government area in Central Queensland known for its coal mining industry, agricultural activities, and rural communities including the town of Clermont.
  • A. Bundaberg Region
    Bundaberg Region is a local government area in Queensland, Australia, known for its coastal communities, agricultural production, and the regional city of Bundaberg.
  • B. Central Highlands Region, Queensland
    The Central Highlands Region in Queensland is a large local government area in central Queensland known for its mining, agriculture, and the regional centre of Emerald.
  • C. Inland Queensland
    Inland Queensland is the largely rural, inland region of the Australian state of Queensland, characterized by agricultural centers, mining towns, and expansive outback landscapes away from the coastal cities.
  • D. Goondiwindi Region
    Goondiwindi Region is a local government area in Queensland, Australia, known for its agricultural production and the town of Goondiwindi near the New South Wales border.
  • E. Toowoomba Region
    The Toowoomba Region is a local government area in the Darling Downs of southern Queensland, Australia, centered on the city of Toowoomba and encompassing a mix of urban, rural, and agricultural 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_69d85a1483788190ad93c2748e8af34b completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03e4b88a881909f9575c02aed287d completed April 16, 2026, 1:41 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff0b50703881909ca71c985bc1c7b5 completed May 9, 2026, 10:24 a.m.
NEDg Description generation batch_69ff0cb1b9188190b0eb99661d26206f completed May 9, 2026, 10:30 a.m.
NED2 Entity disambiguation (via description) batch_69ff0d3182f08190abd463d921e1830e completed May 9, 2026, 10:32 a.m.
Created at: April 10, 2026, 3:18 a.m.