Triple

T2697985
Position Surface form Disambiguated ID Type / Status
Subject Broken Hill region of New South Wales E58557 entity
Predicate includesLocalGovernmentArea P18485 FINISHED
Object City of Broken Hill
The City of Broken Hill is a remote mining-based local government area in far western New South Wales, Australia, centered on the historic outback city of Broken Hill.
E297001 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: City of Broken Hill | Statement: [Broken Hill region of New South Wales, includesLocalGovernmentArea, City of Broken Hill]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: City of Broken Hill
Context triple: [Broken Hill region of New South Wales, includesLocalGovernmentArea, City of Broken Hill]
  • A. Mount Isa
    Mount Isa is a remote mining city in northwestern Queensland, Australia, known for one of the world’s largest underground zinc, lead, and silver mines.
  • B. Moonta
    Moonta is a historic former copper mining town on South Australia's Yorke Peninsula, known for its rich Cornish heritage and well-preserved 19th-century architecture.
  • C. Tenterfield
    Tenterfield is a historic rural town in New South Wales, Australia, known for its heritage architecture and role in Australian federation history.
  • D. Red Hill Mining Town
    "Red Hill Mining Town" is a U2 song from their acclaimed 1987 album *The Joshua Tree*, known for its somber narrative about economic hardship in a mining community.
  • E. Cootamundra
    Cootamundra is a regional town in New South Wales, Australia, known for its agricultural industry and as the birthplace of cricket legend Sir Donald Bradman.
  • 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: City of Broken Hill
Triple: [Broken Hill region of New South Wales, includesLocalGovernmentArea, City of Broken Hill]
Generated description
The City of Broken Hill is a remote mining-based local government area in far western New South Wales, Australia, centered on the historic outback city of Broken Hill.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: City of Broken Hill
Target entity description: The City of Broken Hill is a remote mining-based local government area in far western New South Wales, Australia, centered on the historic outback city of Broken Hill.
  • A. Mount Isa
    Mount Isa is a remote mining city in northwestern Queensland, Australia, known for one of the world’s largest underground zinc, lead, and silver mines.
  • B. Moonta
    Moonta is a historic former copper mining town on South Australia's Yorke Peninsula, known for its rich Cornish heritage and well-preserved 19th-century architecture.
  • C. Tenterfield
    Tenterfield is a historic rural town in New South Wales, Australia, known for its heritage architecture and role in Australian federation history.
  • D. Red Hill Mining Town
    "Red Hill Mining Town" is a U2 song from their acclaimed 1987 album *The Joshua Tree*, known for its somber narrative about economic hardship in a mining community.
  • E. Cootamundra
    Cootamundra is a regional town in New South Wales, Australia, known for its agricultural industry and as the birthplace of cricket legend Sir Donald Bradman.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: includesLocalGovernmentArea
Context triple: [Broken Hill region of New South Wales, includesLocalGovernmentArea, City of Broken Hill]
  • A. hasLocalGovernmentBody
    Indicates that an entity is administered or overseen by a specific local government authority or governing body.
  • B. localAuthorityArea chosen
    Indicates that one entity is a geographic or administrative area governed or managed by a specified local authority.
  • C. isDistrictCouncilArea
    Indicates that one entity is an administrative area governed by a district council associated with the other entity.
  • D. localElectoralArea
    Indicates a relationship where a geographic or administrative region is designated as a specific local electoral area for voting or representation purposes.
  • E. hasLocalGovernmentFramework
    Indicates that an entity operates under or is governed by a specific local governmental structure, system, or set of administrative rules.
  • 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_69ab4ac269e481909cb317d79e68b75b completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abda322af48190833b8a3c006db236 completed March 7, 2026, 7:56 a.m.
NED1 Entity disambiguation (via context triple) batch_69afc030c9b88190934f96a8ff74c4a7 completed March 10, 2026, 6:54 a.m.
NEDg Description generation batch_69afc0f5e8dc8190bc371467a872bfc6 completed March 10, 2026, 6:57 a.m.
NED2 Entity disambiguation (via description) batch_69afc159d0908190b4afe1a6b122076e completed March 10, 2026, 6:59 a.m.
PD Predicate disambiguation batch_69abd81ea5d88190ab5c8f8b8064b931 completed March 7, 2026, 7:47 a.m.
Created at: March 6, 2026, 9:55 p.m.