Triple

T18831223
Position Surface form Disambiguated ID Type / Status
Subject Hunter (Australian House of Representatives division) E460533 entity
Predicate hasSuburb P747 FINISHED
Object Singleton
Singleton is a town and locality in the Hunter Region of New South Wales, Australia, known for its coal mining, power generation, and surrounding wine and agricultural areas.
E72877 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: Singleton | Statement: [Hunter (Australian House of Representatives division), hasSuburb, Singleton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Singleton
Context triple: [Hunter (Australian House of Representatives division), hasSuburb, Singleton]
  • A. Singleton
    Singleton is the middle name of John S. Mosby, the famed Confederate cavalry commander and guerrilla leader known as the "Gray Ghost" during the American Civil War.
  • B. Singleton
    Singleton is a creational design pattern in software engineering that ensures a class has only one instance while providing a global point of access to it.
  • C. Singleton
    Singleton is a Scotch whisky brand known for its smooth, approachable single malt expressions produced at several Diageo-owned distilleries in Scotland.
  • D. Singleton
    Singleton is the given name of John Singleton Copley, the prominent 18th-century American-born painter known for his portraits and historical scenes.
  • E. Singleton
    Singleton is a surname of English origin borne by various notable individuals across fields such as film, sports, and politics.
  • 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: Singleton
Triple: [Hunter (Australian House of Representatives division), hasSuburb, Singleton]
Generated description
Singleton is a town and locality in the Hunter Region of New South Wales, Australia, known for its coal mining, power generation, and surrounding wine and agricultural areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Singleton
Target entity description: Singleton is a town and locality in the Hunter Region of New South Wales, Australia, known for its coal mining, power generation, and surrounding wine and agricultural areas.
  • A. Singleton chosen
    Singleton is a town in the Hunter Region of New South Wales, Australia, known for its coal mining, agriculture, and proximity to the Hunter Valley wine region.
  • B. Singleton
    Singleton is a coastal suburb within Western Australia’s City of Rockingham, known for its residential communities and beachside location south of Perth.
  • C. Singleton
    Singleton is a small rural village in Lancashire, England, known for its historic buildings and traditional English countryside setting.
  • D. Singleton
    Singleton is a Scotch whisky brand known for its smooth, approachable single malt expressions produced at several Diageo-owned distilleries in Scotland.
  • E. Singleton
    Singleton is a surname of English origin borne by various notable individuals across fields such as film, sports, and politics.
  • 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_69d8dcf94c288190a06dea029ae4b223 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5a9992bb081908ba517a5c9d93ef3 completed April 20, 2026, 4:20 a.m.
NED1 Entity disambiguation (via context triple) batch_6a05676782048190810125e6b9317bcd completed May 14, 2026, 6:10 a.m.
NEDg Description generation batch_6a05692c88c481909a7e321a4975e12f completed May 14, 2026, 6:18 a.m.
NED2 Entity disambiguation (via description) batch_6a0569c79b5c8190a63326c332674dd7 completed May 14, 2026, 6:20 a.m.
Created at: April 10, 2026, 11:56 a.m.