Triple

T2350694
Position Surface form Disambiguated ID Type / Status
Subject Peaky Blinders E47440 entity
Predicate mainCharacter P1183 FINISHED
Object John Shelby
John Shelby is a key member of the Shelby crime family in the British television series "Peaky Blinders," known for his fierce loyalty, volatility, and role in the gang's violent operations.
E262186 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: John Shelby | Statement: [Peaky Blinders, mainCharacter, John Shelby]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Shelby
Context triple: [Peaky Blinders, mainCharacter, John Shelby]
  • A. Charles G. Smith
    Charles G. Smith was an American engineer and businessman best known as a co-founder of the defense and aerospace company Raytheon.
  • B. J. Dallas Dort
    J. Dallas Dort was an American automobile pioneer and industrialist best known as the co-founder of the Durant-Dort Carriage Company, a key precursor to General Motors.
  • C. George Wesley Edmonds
    George Wesley Edmonds was one of the original founders of Kappa Alpha Psi Fraternity, Incorporated, a historically African American collegiate Greek-letter organization.
  • D. William H. Willimon
    William H. Willimon is an American Methodist bishop, theologian, and prolific author known especially for his influential work in preaching and pastoral theology.
  • E. John Luther
    John Luther is a brilliant but tormented London detective from the British crime drama series "Luther," known for his obsessive pursuit of justice and morally ambiguous methods.
  • 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: John Shelby
Triple: [Peaky Blinders, mainCharacter, John Shelby]
Generated description
John Shelby is a key member of the Shelby crime family in the British television series "Peaky Blinders," known for his fierce loyalty, volatility, and role in the gang's violent operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Shelby
Target entity description: John Shelby is a key member of the Shelby crime family in the British television series "Peaky Blinders," known for his fierce loyalty, volatility, and role in the gang's violent operations.
  • A. Charles G. Smith
    Charles G. Smith was an American engineer and businessman best known as a co-founder of the defense and aerospace company Raytheon.
  • B. J. Dallas Dort
    J. Dallas Dort was an American automobile pioneer and industrialist best known as the co-founder of the Durant-Dort Carriage Company, a key precursor to General Motors.
  • C. George Wesley Edmonds
    George Wesley Edmonds was one of the original founders of Kappa Alpha Psi Fraternity, Incorporated, a historically African American collegiate Greek-letter organization.
  • D. William H. Willimon
    William H. Willimon is an American Methodist bishop, theologian, and prolific author known especially for his influential work in preaching and pastoral theology.
  • E. John Luther
    John Luther is a brilliant but tormented London detective from the British crime drama series "Luther," known for his obsessive pursuit of justice and morally ambiguous methods.
  • 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_69a88a1b678c8190bce986922ba60ce0 completed March 4, 2026, 7:38 p.m.
NER Named-entity recognition batch_69abc6cfffc88190b49433f52581420e completed March 7, 2026, 6:33 a.m.
NED1 Entity disambiguation (via context triple) batch_69aeb3c116088190b15fd12d5ac75594 completed March 9, 2026, 11:49 a.m.
NEDg Description generation batch_69aeb43a78f88190a152c8fa83823202 completed March 9, 2026, 11:51 a.m.
NED2 Entity disambiguation (via description) batch_69aeb4a713508190a9b06ba88364d4d4 completed March 9, 2026, 11:53 a.m.
Created at: March 4, 2026, 7:54 p.m.