Triple

T14747436
Position Surface form Disambiguated ID Type / Status
Subject Hunter line E346508 entity
Predicate connectsTown P845 FINISHED
Object Singleton
Singleton is a town served by the Hunter railway line in New South Wales, Australia.
 E72877 NE FINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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 line, connectsTown, Singleton]

Disambiguation candidates (2 decisions)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Singleton
Context triple: [Hunter line, connectsTown, 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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Singleton
Target entity description: Singleton is a town served by the Hunter railway line in New South Wales, Australia.
  • 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 surname of English origin borne by various notable individuals across fields such as film, sports, and politics.
  • E. Singleton
    Singleton is the central protagonist of the romantic narrative "Love Letters," around whom the story’s emotional and relational developments revolve.
  • F. None of above.

How the object was described

The object's one-sentence description was generated by prompting gpt-5.1 with the object name and this triple as context.

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 line, connectsTown, Singleton]
Generated description
Singleton is a town served by the Hunter railway line in New South Wales, Australia.

Provenance (5 batches)

Stage Batch ID Job type Status
creating batch_69d822e6f1c88190bc494d491a907114 elicitation completed
NER batch_69dec7d116e88190828b163b18d80f68 ner completed
NED1 batch_69fdfb982b5c8190a0340be2186f8b81 ned_source_triple completed
NED2 batch_69fdff1368e48190bc079645996d85d8 ned_description completed
NEDg batch_69fdfea2b720819089110c02dbd848bd nedg completed
Created at: April 10, 2026, 1:30 a.m.