Triple

T10937849
Position Surface form Disambiguated ID Type / Status
Subject Arthur Shelby E258382 entity
Predicate spouse P13 FINISHED
Object Linda Shelby
Linda Shelby is a character from the television series "Peaky Blinders," known as the devoutly religious wife of Arthur Shelby whose moral convictions often clash with the Shelby family's criminal lifestyle.
 E973732 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: Linda Shelby | Statement: [Arthur Shelby, spouse, Linda Shelby]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Linda Shelby
Context triple: [Arthur Shelby, spouse, Linda Shelby]
  • A. Linda Stokes
    Linda Stokes is an American costume designer best known for her long-term marriage to actor James Caan.
  • B. Margaret Shelby
    Margaret Shelby was an American stage and silent film actress of the early 20th century, known as the sister of star Mary Miles Minter.
  • C. Linda Steele
    Linda Steele is known as the wife of British speculative fiction author Michael Moorcock.
  • D. Della Myers
    Della Myers is the suburban housewife protagonist of the thriller film "While She Was Out," who is forced into a violent struggle for survival after a routine errand turns deadly.
  • E. Linda Haynes
    Linda Haynes was an American film and television actress best known for her roles in 1970s crime and exploitation films, including notable performances in movies like Rolling Thunder and Coffy.
  • 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: Linda Shelby
Triple: [Arthur Shelby, spouse, Linda Shelby]
Generated description
Linda Shelby is a character from the television series "Peaky Blinders," known as the devoutly religious wife of Arthur Shelby whose moral convictions often clash with the Shelby family's criminal lifestyle.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Linda Shelby
Target entity description: Linda Shelby is a character from the television series "Peaky Blinders," known as the devoutly religious wife of Arthur Shelby whose moral convictions often clash with the Shelby family's criminal lifestyle.
  • A. Linda Stokes
    Linda Stokes is an American costume designer best known for her long-term marriage to actor James Caan.
  • B. Margaret Shelby
    Margaret Shelby was an American stage and silent film actress of the early 20th century, known as the sister of star Mary Miles Minter.
  • C. Linda Steele
    Linda Steele is known as the wife of British speculative fiction author Michael Moorcock.
  • D. Della Myers
    Della Myers is the suburban housewife protagonist of the thriller film "While She Was Out," who is forced into a violent struggle for survival after a routine errand turns deadly.
  • E. Linda Haynes
    Linda Haynes was an American film and television actress best known for her roles in 1970s crime and exploitation films, including notable performances in movies like Rolling Thunder and Coffy.
  • 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_69d6aa8769b4819082bfe5e61b9017f0 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d770b065288190b4216beee8e8a193 completed April 9, 2026, 9:26 a.m.
NED1 Entity disambiguation (via context triple) batch_69f61e3185fc81908c1b838e6883de2f completed May 2, 2026, 3:54 p.m.
NEDg Description generation batch_69f61f5b107c819082094791fcf7c5f4 completed May 2, 2026, 3:59 p.m.
NED2 Entity disambiguation (via description) batch_69f62006afcc8190b8e3b55a5fd8eaca completed May 2, 2026, 4:02 p.m.
Created at: April 8, 2026, 9:23 p.m.