Triple

T2350691
Position Surface form Disambiguated ID Type / Status
Subject Peaky Blinders E47440 entity
Predicate mainCharacter P1183 FINISHED
Object Arthur Shelby
Arthur Shelby is a volatile and fiercely loyal member of the Shelby family and a key leader in the criminal gang at the center of the British TV series "Peaky Blinders."
E258382 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: Arthur Shelby | Statement: [Peaky Blinders, mainCharacter, Arthur Shelby]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Arthur Shelby
Context triple: [Peaky Blinders, mainCharacter, Arthur Shelby]
  • A. Arthur Shelby
    Arthur Shelby is a Kentucky plantation owner in Harriet Beecher Stowe’s novel "Uncle Tom’s Cabin," depicted as a relatively kind but morally compromised slaveholder whose financial troubles lead to the sale of Uncle Tom.
  • B. Randolph Galt
    Randolph Galt was the husband of American actress Anne Baxter, known primarily for his marriage to the Academy Award–winning star.
  • C. Charlie Pace
    Charlie Pace is a fictional rock musician and troubled yet endearing survivor from the television series "Lost."
  • D. Oscar Hopkins
    Oscar Hopkins is a timid, eccentric Anglican priest and compulsive gambler who becomes one of the two central protagonists in Peter Carey’s novel "Oscar and Lucinda."
  • E. Daniel Drew
    Daniel Drew was a 19th-century American financier and speculator notorious for his role in railroad wars and stock market manipulation on Wall Street.
  • 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: Arthur Shelby
Triple: [Peaky Blinders, mainCharacter, Arthur Shelby]
Generated description
Arthur Shelby is a volatile and fiercely loyal member of the Shelby family and a key leader in the criminal gang at the center of the British TV series "Peaky Blinders."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Arthur Shelby
Target entity description: Arthur Shelby is a volatile and fiercely loyal member of the Shelby family and a key leader in the criminal gang at the center of the British TV series "Peaky Blinders."
  • A. Arthur Shelby
    Arthur Shelby is a Kentucky plantation owner in Harriet Beecher Stowe’s novel "Uncle Tom’s Cabin," depicted as a relatively kind but morally compromised slaveholder whose financial troubles lead to the sale of Uncle Tom.
  • B. Randolph Galt
    Randolph Galt was the husband of American actress Anne Baxter, known primarily for his marriage to the Academy Award–winning star.
  • C. Charlie Pace
    Charlie Pace is a fictional rock musician and troubled yet endearing survivor from the television series "Lost."
  • D. Oscar Hopkins
    Oscar Hopkins is a timid, eccentric Anglican priest and compulsive gambler who becomes one of the two central protagonists in Peter Carey’s novel "Oscar and Lucinda."
  • E. Daniel Drew
    Daniel Drew was a 19th-century American financier and speculator notorious for his role in railroad wars and stock market manipulation on Wall Street.
  • 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_69ae962f769881909a7713880eaa9b84 completed March 9, 2026, 9:43 a.m.
NEDg Description generation batch_69ae96b399608190bfa846c433612142 completed March 9, 2026, 9:45 a.m.
NED2 Entity disambiguation (via description) batch_69ae977aac9c8190b5fecd5fea8893fd completed March 9, 2026, 9:48 a.m.
Created at: March 4, 2026, 7:54 p.m.