Triple

T3334862
Position Surface form Disambiguated ID Type / Status
Subject Lake Macquarie City Council E70115 entity
Predicate governsSettlement P760 FINISHED
Object Charlestown, New South Wales
Charlestown, New South Wales is a major commercial and residential suburb of Greater Newcastle, known as the administrative and retail hub of the Lake Macquarie region.
 E349528 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: Charlestown, New South Wales | Statement: [Lake Macquarie City Council, governsSettlement, Charlestown, New South Wales]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Charlestown, New South Wales
Context triple: [Lake Macquarie City Council, governsSettlement, Charlestown, New South Wales]
  • A. Scone, New South Wales
    Scone, New South Wales is a rural town in the Upper Hunter region known as the "Horse Capital of Australia" for its thoroughbred breeding and equine industry.
  • B. Williamtown
    Williamtown is a locality in New South Wales, Australia, best known for hosting Newcastle Airport and the RAAF Base Williamtown military air base.
  • C. Gloucester, New South Wales
    Gloucester, New South Wales is a small rural town in the Mid North Coast region of Australia, known as a gateway to the Barrington Tops and surrounding agricultural and scenic countryside.
  • D. Campbelltown
    Campbelltown is a major outer south-western suburb and local government area of Sydney, New South Wales, known for its residential communities, commercial centres, and transport links to the city.
  • E. Singleton, New South Wales
    Singleton, New South Wales is a historic rural town in Australia’s Hunter Region, known for its coal mining, power generation, and proximity to the Hunter Valley wine country.
  • 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: Charlestown, New South Wales
Triple: [Lake Macquarie City Council, governsSettlement, Charlestown, New South Wales]
Generated description
Charlestown, New South Wales is a major commercial and residential suburb of Greater Newcastle, known as the administrative and retail hub of the Lake Macquarie region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Charlestown, New South Wales
Target entity description: Charlestown, New South Wales is a major commercial and residential suburb of Greater Newcastle, known as the administrative and retail hub of the Lake Macquarie region.
  • A. Scone, New South Wales
    Scone, New South Wales is a rural town in the Upper Hunter region known as the "Horse Capital of Australia" for its thoroughbred breeding and equine industry.
  • B. Williamtown
    Williamtown is a locality in New South Wales, Australia, best known for hosting Newcastle Airport and the RAAF Base Williamtown military air base.
  • C. Gloucester, New South Wales
    Gloucester, New South Wales is a small rural town in the Mid North Coast region of Australia, known as a gateway to the Barrington Tops and surrounding agricultural and scenic countryside.
  • D. Campbelltown
    Campbelltown is a major outer south-western suburb and local government area of Sydney, New South Wales, known for its residential communities, commercial centres, and transport links to the city.
  • E. Singleton, New South Wales
    Singleton, New South Wales is a historic rural town in Australia’s Hunter Region, known for its coal mining, power generation, and proximity to the Hunter Valley wine country.
  • 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_69ad85a24f208190bcf83131bfed3521 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb1961b888190bda38ba301ddc51d completed March 8, 2026, 5:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69b31a885d148190a101ce50d5d87f53 completed March 12, 2026, 7:56 p.m.
NEDg Description generation batch_69b31c393f20819098d5761372d6a980 completed March 12, 2026, 8:04 p.m.
NED2 Entity disambiguation (via description) batch_69b3206be2748190874560701dc1ed18 completed March 12, 2026, 8:22 p.m.
Created at: March 8, 2026, 3:12 p.m.