Triple

T13941149
Position Surface form Disambiguated ID Type / Status
Subject John Singleton E335255 entity
Predicate familyName P18 FINISHED
Object Singleton
Singleton is a surname of English origin borne by various notable individuals across fields such as film, sports, and politics.
E1070412 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: [John Singleton, familyName, Singleton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Singleton
Context triple: [John Singleton, familyName, Singleton]
  • A. Singleton
    Singleton is the given name of John Singleton Copley, the prominent 18th-century American-born painter known for his portraits and historical scenes.
  • B. 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.
  • C. 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.
  • D. Singleton
    Singleton is the central protagonist of the romantic narrative "Love Letters," around whom the story’s emotional and relational developments revolve.
  • 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. 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: [John Singleton, familyName, Singleton]
Generated description
Singleton is a surname of English origin borne by various notable individuals across fields such as film, sports, and politics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Singleton
Target entity description: Singleton is a surname of English origin borne by various notable individuals across fields such as film, sports, and politics.
  • A. Singleton
    Singleton is the given name of John Singleton Copley, the prominent 18th-century American-born painter known for his portraits and historical scenes.
  • B. Singleton
    Singleton is a small rural village in Lancashire, England, known for its historic buildings and traditional English countryside setting.
  • C. 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.
  • D. 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.
  • E. Singleton
    Singleton is a coastal suburb within Western Australia’s City of Rockingham, known for its residential communities and beachside location south of Perth.
  • 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_69d81c6081b88190b53e317c3370c8fe completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2cf6e29881908ddb8efca9a456a3 completed April 14, 2026, 12:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7ce8bbd8c819084703298ed6d9c87 completed May 3, 2026, 10:39 p.m.
NEDg Description generation batch_69f9fd5d4abc8190aa10d9f1c9f7f9c9 completed May 5, 2026, 2:23 p.m.
NED2 Entity disambiguation (via description) batch_69fb14bfa2c081908381bb74f040c6c8 completed May 6, 2026, 10:15 a.m.
Created at: April 9, 2026, 10:17 p.m.