Triple

T618180
Position Surface form Disambiguated ID Type / Status
Subject Rockhampton E14451 entity
Predicate localGovernmentArea P3379 FINISHED
Object Rockhampton Region
Rockhampton Region is a local government area in Central Queensland, Australia, encompassing the city of Rockhampton and surrounding rural and coastal communities.
 E14451 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: Rockhampton Region | Statement: [Rockhampton, localGovernmentArea, Rockhampton Region]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Rockhampton Region
Context triple: [Rockhampton, localGovernmentArea, Rockhampton Region]
  • A. Central Queensland
    Central Queensland is a largely rural and mining-rich region of northeastern Australia centered around the city of Rockhampton and known for its cattle industry and natural resources.
  • B. Darling Downs
    Darling Downs is a fertile agricultural region in southern Queensland, Australia, known for its rich farmlands and grazing country.
  • C. Hunter Region
    The Hunter Region is a major area of New South Wales, Australia, known for its coal industry, wine-producing Hunter Valley, and coastal city of Newcastle.
  • D. Rockhampton
    Rockhampton is a regional city in central Queensland, Australia, known as a major agricultural and beef production hub along the Fitzroy River.
  • E. Riverina region
    The Riverina region is a major agricultural area in southwestern New South Wales, Australia, known for its extensive irrigation, grain and rice production, and key regional centers such as Wagga Wagga and Griffith.
  • 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: Rockhampton Region
Triple: [Rockhampton, localGovernmentArea, Rockhampton Region]
Generated description
Rockhampton Region is a local government area in Central Queensland, Australia, encompassing the city of Rockhampton and surrounding rural and coastal communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Rockhampton Region
Target entity description: Rockhampton Region is a local government area in Central Queensland, Australia, encompassing the city of Rockhampton and surrounding rural and coastal communities.
  • A. Central Queensland
    Central Queensland is a largely rural and mining-rich region of northeastern Australia centered around the city of Rockhampton and known for its cattle industry and natural resources.
  • B. Darling Downs
    Darling Downs is a fertile agricultural region in southern Queensland, Australia, known for its rich farmlands and grazing country.
  • C. Hunter Region
    The Hunter Region is a major area of New South Wales, Australia, known for its coal industry, wine-producing Hunter Valley, and coastal city of Newcastle.
  • D. Rockhampton chosen
    Rockhampton is a regional city in central Queensland, Australia, known as a major agricultural and beef production hub along the Fitzroy River.
  • E. Riverina region
    The Riverina region is a major agricultural area in southwestern New South Wales, Australia, known for its extensive irrigation, grain and rice production, and key regional centers such as Wagga Wagga and Griffith.
  • F. None of above.

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_69a4934b17c881909ace8270e8ddd202 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a49e2418c881908552d2c4a5006e97 completed March 1, 2026, 8:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69a6787173e08190bef6734294b60c13 completed March 3, 2026, 5:58 a.m.
NEDg Description generation batch_69a678dea88081908da0e9cbea83eadd completed March 3, 2026, 5:59 a.m.
NED2 Entity disambiguation (via description) batch_69a6792c41608190867fb257ff8d5d35 completed March 3, 2026, 6:01 a.m.
Created at: March 1, 2026, 7:35 p.m.