Triple

T2172777
Position Surface form Disambiguated ID Type / Status
Subject Bonnie and Clyde E48461 entity
Predicate basedOn P98 FINISHED
Object 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.
E238649 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: Barrow Gang | Statement: [Bonnie and Clyde, basedOn, Barrow Gang]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Barrow Gang
Context triple: [Bonnie and Clyde, basedOn, Barrow Gang]
  • A. Barker–Karpis gang
    The Barker–Karpis gang was a notorious American criminal organization of the early 20th century known for bank robberies, kidnappings, and violent crimes during the Depression era.
  • B. Alabama Gang
    The Alabama Gang was a famous group of NASCAR drivers and teams based in Hueytown, Alabama, renowned for their success and influence in stock car racing.
  • C. Mayans M.C.
    Mayans M.C. is an American crime drama television series that follows a Latino outlaw motorcycle club on the California–Mexico border in the same universe as Sons of Anarchy.
  • D. Vory
    Vory is an American rapper, singer, and songwriter known for his melodic style and collaborations with major hip-hop artists.
  • E. 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.
  • 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: Barrow Gang
Triple: [Bonnie and Clyde, basedOn, Barrow Gang]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Barrow Gang
Target entity description: 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.
  • A. Barker–Karpis gang
    The Barker–Karpis gang was a notorious American criminal organization of the early 20th century known for bank robberies, kidnappings, and violent crimes during the Depression era.
  • B. Alabama Gang
    The Alabama Gang was a famous group of NASCAR drivers and teams based in Hueytown, Alabama, renowned for their success and influence in stock car racing.
  • C. Mayans M.C.
    Mayans M.C. is an American crime drama television series that follows a Latino outlaw motorcycle club on the California–Mexico border in the same universe as Sons of Anarchy.
  • D. Vory
    Vory is an American rapper, singer, and songwriter known for his melodic style and collaborations with major hip-hop artists.
  • E. 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.
  • 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_69a88aa3faa48190995b233af6525815 completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abbec98a648190907ef4c6cad916d3 completed March 7, 2026, 5:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae58f6c8c8819081a06861f6133fe9 completed March 9, 2026, 5:21 a.m.
NEDg Description generation batch_69ae5989f054819082f36e5515bec3ca completed March 9, 2026, 5:24 a.m.
NED2 Entity disambiguation (via description) batch_69ae5a140b0c8190beb470d69da0b439 completed March 9, 2026, 5:26 a.m.
Created at: March 4, 2026, 7:45 p.m.