Triple

T773333
Position Surface form Disambiguated ID Type / Status
Subject George "Machine Gun" Kelly E16331 entity
Predicate fullName P16 FINISHED
Object George Kelly Barnes
George Kelly Barnes, better known as "Machine Gun Kelly," was a notorious American gangster and bootlegger of the Prohibition era, infamous for high-profile kidnappings and his reputation as a machine gun–wielding criminal.
E168762 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: George Kelly Barnes | Statement: [George "Machine Gun" Kelly, fullName, George Kelly Barnes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: George Kelly Barnes
Context triple: [George "Machine Gun" Kelly, fullName, George Kelly Barnes]
  • A. Thomas Bryan Martin
    Thomas Bryan Martin was an 18th-century Virginia landowner and colonial official associated with the development and governance of areas that later became part of West Virginia.
  • B. Allen Thorndike Rice
    Allen Thorndike Rice was a 19th-century American journalist, editor, and publisher best known for revitalizing and expanding the influence of the North American Review.
  • C. Frank Baker
    Frank Baker was an American Hall of Fame third baseman, nicknamed "Home Run" Baker, best known as a power-hitting star for the early 20th-century Philadelphia Athletics.
  • D. John Bennett
    John Bennett is the central human protagonist of the comedy film "Ted 2," known for his lifelong friendship with his foul-mouthed, living teddy bear.
  • E. Jackson Murray
    Jackson Murray is one of actor and comedian Bill Murray’s sons, known primarily for his connection to the famed entertainer.
  • 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: George Kelly Barnes
Triple: [George "Machine Gun" Kelly, fullName, George Kelly Barnes]
Generated description
George Kelly Barnes, better known as "Machine Gun Kelly," was a notorious American gangster and bootlegger of the Prohibition era, infamous for high-profile kidnappings and his reputation as a machine gun–wielding criminal.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: George Kelly Barnes
Target entity description: George Kelly Barnes, better known as "Machine Gun Kelly," was a notorious American gangster and bootlegger of the Prohibition era, infamous for high-profile kidnappings and his reputation as a machine gun–wielding criminal.
  • A. Thomas Bryan Martin
    Thomas Bryan Martin was an 18th-century Virginia landowner and colonial official associated with the development and governance of areas that later became part of West Virginia.
  • B. Allen Thorndike Rice
    Allen Thorndike Rice was a 19th-century American journalist, editor, and publisher best known for revitalizing and expanding the influence of the North American Review.
  • C. Frank Baker
    Frank Baker was an American Hall of Fame third baseman, nicknamed "Home Run" Baker, best known as a power-hitting star for the early 20th-century Philadelphia Athletics.
  • D. John Bennett
    John Bennett is the central human protagonist of the comedy film "Ted 2," known for his lifelong friendship with his foul-mouthed, living teddy bear.
  • E. Jackson Murray
    Jackson Murray is one of actor and comedian Bill Murray’s sons, known primarily for his connection to the famed entertainer.
  • 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_69a49369a0848190af883934cee3db4c completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a72eda6c81908205ae5a1e05cc20 completed March 1, 2026, 8:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad15866b448190b20334eddca756eb completed March 8, 2026, 6:21 a.m.
NEDg Description generation batch_69ad164d4cfc8190a1be23c814b6b18f completed March 8, 2026, 6:25 a.m.
NED2 Entity disambiguation (via description) batch_69ad16a5c76c8190a0bb3ccf5557b1b0 completed March 8, 2026, 6:26 a.m.
Created at: March 1, 2026, 7:37 p.m.