Triple

T17613107
Position Surface form Disambiguated ID Type / Status
Subject Hunter railway line E429010 entity
Predicate servesTown P847 FINISHED
Object Singleton
Singleton is a town in New South Wales, Australia, known historically for its coal mining, agriculture, and role as a regional service centre in the Hunter Valley.
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 railway line, servesTown, Singleton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Singleton
Context triple: [Hunter railway line, servesTown, 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 railway line, servesTown, Singleton]
Generated description
Singleton is a town in New South Wales, Australia, known historically for its coal mining, agriculture, and role as a regional service centre in the Hunter Valley.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Singleton
Target entity description: Singleton is a town in New South Wales, Australia, known historically for its coal mining, agriculture, and role as a regional service centre in the Hunter Valley.
  • 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 a Scotch whisky brand known for its smooth, approachable single malt expressions produced at several Diageo-owned distilleries in Scotland.
  • 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_69d889e1c6148190ba76241e74688f8b completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e46d2eaa348190a8226eef8c0d6e31 completed April 19, 2026, 5:50 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01e8267d388190b97e038e142f338f completed May 11, 2026, 2:31 p.m.
NEDg Description generation batch_6a01f100fe5c81909bb43e89b60c27df completed May 11, 2026, 3:08 p.m.
NED2 Entity disambiguation (via description) batch_6a01f17a3efc81909404abb3a7ed6523 completed May 11, 2026, 3:10 p.m.
Created at: April 10, 2026, 5:51 a.m.