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.