Triple

T2350728
Position Surface form Disambiguated ID Type / Status
Subject Peaky Blinders E47440 entity
Predicate inspiredBy P9 FINISHED
Object Peaky Blinders gang
The Peaky Blinders gang was a real late-19th- and early-20th-century urban street gang from Birmingham, England, known for its violent criminal activities and distinctive fashion, which later inspired the television series "Peaky Blinders."
E258394 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: Peaky Blinders gang | Statement: [Peaky Blinders, inspiredBy, Peaky Blinders gang]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Peaky Blinders gang
Context triple: [Peaky Blinders, inspiredBy, Peaky Blinders gang]
  • A. Barrow Gang
    The Barrow Gang was a notorious American criminal group of the early 1930s, best known for its cross-country robberies and murders during the Great Depression under the leadership of Bonnie Parker and Clyde Barrow.
  • B. Short Brothers
    Short Brothers is a historic British aerospace company best known as one of the world’s first aircraft manufacturers and a pioneer in early aviation and flying boat design.
  • C. National Crime Syndicate
    The National Crime Syndicate was a confederation of American organized crime groups, including major Mafia and Jewish mob figures, that coordinated nationwide criminal activities during the early to mid-20th century.
  • D. Special Protection Group
    The Special Protection Group is an elite Indian security force responsible for providing the highest level of protection to the Prime Minister and certain other top dignitaries.
  • E. Merry Men
    The Merry Men are the legendary band of outlaws who accompany Robin Hood in English folklore, known for robbing the rich to aid the poor.
  • 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: Peaky Blinders gang
Triple: [Peaky Blinders, inspiredBy, Peaky Blinders gang]
Generated description
The Peaky Blinders gang was a real late-19th- and early-20th-century urban street gang from Birmingham, England, known for its violent criminal activities and distinctive fashion, which later inspired the television series "Peaky Blinders."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Peaky Blinders gang
Target entity description: The Peaky Blinders gang was a real late-19th- and early-20th-century urban street gang from Birmingham, England, known for its violent criminal activities and distinctive fashion, which later inspired the television series "Peaky Blinders."
  • A. Barrow Gang
    The Barrow Gang was a notorious American criminal group of the early 1930s, best known for its cross-country robberies and murders during the Great Depression under the leadership of Bonnie Parker and Clyde Barrow.
  • B. Short Brothers
    Short Brothers is a historic British aerospace company best known as one of the world’s first aircraft manufacturers and a pioneer in early aviation and flying boat design.
  • C. National Crime Syndicate
    The National Crime Syndicate was a confederation of American organized crime groups, including major Mafia and Jewish mob figures, that coordinated nationwide criminal activities during the early to mid-20th century.
  • D. Special Protection Group
    The Special Protection Group is an elite Indian security force responsible for providing the highest level of protection to the Prime Minister and certain other top dignitaries.
  • E. Merry Men
    The Merry Men are the legendary band of outlaws who accompany Robin Hood in English folklore, known for robbing the rich to aid the poor.
  • 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.