Triple

T10938382
Position Surface form Disambiguated ID Type / Status
Subject Shelby crime family E258395 entity
Predicate conflictWith P4897 FINISHED
Object Billy Kimber
Billy Kimber was a real-life early 20th-century British gangster and racecourse racketeer, best known as a powerful Birmingham crime boss and an antagonist depicted in the TV series "Peaky Blinders."
E895230 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: Billy Kimber | Statement: [Shelby crime family, conflictWith, Billy Kimber]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Billy Kimber
Context triple: [Shelby crime family, conflictWith, Billy Kimber]
  • A. Leslie Kershaw
    Leslie Kershaw is an individual notable enough to be recognized as a namesake of the surname Kershaw, though specific widely known public details about them are limited.
  • B. Johnny Brazier
    Johnny Brazier was an American stock car racer best known as a member of the famed Alabama Gang, a group of influential drivers in Southern short-track and NASCAR racing.
  • C. Rick Buckler
    Rick Buckler is an English drummer best known as the founding drummer of the influential mod revival band The Jam.
  • D. Neil Pilger
    Neil Pilger is an individual notable enough to be recognized as a bearer of the surname Pilger, though specific widely known public details about him are not readily available.
  • E. Ian Crocker
    Ian Crocker is an American former competitive swimmer and multiple Olympic gold medalist known for his world records in butterfly events.
  • 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: Billy Kimber
Triple: [Shelby crime family, conflictWith, Billy Kimber]
Generated description
Billy Kimber was a real-life early 20th-century British gangster and racecourse racketeer, best known as a powerful Birmingham crime boss and an antagonist depicted in the TV series "Peaky Blinders."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Billy Kimber
Target entity description: Billy Kimber was a real-life early 20th-century British gangster and racecourse racketeer, best known as a powerful Birmingham crime boss and an antagonist depicted in the TV series "Peaky Blinders."
  • A. Leslie Kershaw
    Leslie Kershaw is an individual notable enough to be recognized as a namesake of the surname Kershaw, though specific widely known public details about them are limited.
  • B. Johnny Brazier
    Johnny Brazier was an American stock car racer best known as a member of the famed Alabama Gang, a group of influential drivers in Southern short-track and NASCAR racing.
  • C. Rick Buckler
    Rick Buckler is an English drummer best known as the founding drummer of the influential mod revival band The Jam.
  • D. Neil Pilger
    Neil Pilger is an individual notable enough to be recognized as a bearer of the surname Pilger, though specific widely known public details about him are not readily available.
  • E. Ian Crocker
    Ian Crocker is an American former competitive swimmer and multiple Olympic gold medalist known for his world records in butterfly events.
  • 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_69d770b12a9881909305db49aa554a1b completed April 9, 2026, 9:26 a.m.
NED1 Entity disambiguation (via context triple) batch_69e23bfd6a108190a0557598f68659fa completed April 17, 2026, 1:56 p.m.
NEDg Description generation batch_69e24541cbb481908f14a9cb2787c118 completed April 17, 2026, 2:35 p.m.
NED2 Entity disambiguation (via description) batch_69e248f48dc88190af9491e8cdc4a532 completed April 17, 2026, 2:51 p.m.
Created at: April 8, 2026, 9:23 p.m.