Triple

T5052118
Position Surface form Disambiguated ID Type / Status
Subject Barker–Karpis gang E113809 entity
Predicate hasMember P10 FINISHED
Object Arthur "Doc" Barker
Arthur "Doc" Barker was an American criminal and member of the notorious Barker–Karpis gang, known for bank robberies, kidnappings, and other major crimes during the 1930s.
E491109 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 "Doc" Barker | Statement: [Barker–Karpis gang, hasMember, Arthur "Doc" Barker]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Arthur "Doc" Barker
Context triple: [Barker–Karpis gang, hasMember, Arthur "Doc" Barker]
  • A. Bugs Moran
    Bugs Moran was a notorious American gangster and bootlegger in Chicago during the Prohibition era, best known as a rival of Al Capone and a target of the St. Valentine’s Day Massacre.
  • B. Buford "Mad Dog" Tannen
    Buford "Mad Dog" Tannen is the ruthless, hot-tempered outlaw and ancestor of Biff Tannen who serves as the main antagonist in the Old West setting of Back to the Future Part III.
  • C. Joker Marchant
    Joker Marchant was a longtime Lakeland, Florida civic leader and parks director after whom the city’s baseball stadium, now known as Publix Field at Joker Marchant Stadium, was named.
  • D. Mal Cobb
    Mal Cobb is a central character in the film "Inception," known as Dom Cobb's deceased wife whose haunting presence blurs the line between reality and dream in his subconscious.
  • E. Mickey Goldmill
    Mickey Goldmill is the gruff, old-school boxing trainer and mentor of Rocky Balboa in the "Rocky" film series.
  • 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 "Doc" Barker
Triple: [Barker–Karpis gang, hasMember, Arthur "Doc" Barker]
Generated description
Arthur "Doc" Barker was an American criminal and member of the notorious Barker–Karpis gang, known for bank robberies, kidnappings, and other major crimes during the 1930s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Arthur "Doc" Barker
Target entity description: Arthur "Doc" Barker was an American criminal and member of the notorious Barker–Karpis gang, known for bank robberies, kidnappings, and other major crimes during the 1930s.
  • A. Bugs Moran
    Bugs Moran was a notorious American gangster and bootlegger in Chicago during the Prohibition era, best known as a rival of Al Capone and a target of the St. Valentine’s Day Massacre.
  • B. Buford "Mad Dog" Tannen
    Buford "Mad Dog" Tannen is the ruthless, hot-tempered outlaw and ancestor of Biff Tannen who serves as the main antagonist in the Old West setting of Back to the Future Part III.
  • C. Joker Marchant
    Joker Marchant was a longtime Lakeland, Florida civic leader and parks director after whom the city’s baseball stadium, now known as Publix Field at Joker Marchant Stadium, was named.
  • D. Mal Cobb
    Mal Cobb is a central character in the film "Inception," known as Dom Cobb's deceased wife whose haunting presence blurs the line between reality and dream in his subconscious.
  • E. Mickey Goldmill
    Mickey Goldmill is the gruff, old-school boxing trainer and mentor of Rocky Balboa in the "Rocky" film series.
  • 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_69bd443aa1f88190abb992d138f2cf42 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd7428d7a88190b990aedae390acbe completed March 20, 2026, 4:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69bea483b6cc8190b3b48598a291d708 completed March 21, 2026, 2 p.m.
NEDg Description generation batch_69bea5e902a88190a96a0dea88d3952e completed March 21, 2026, 2:06 p.m.
NED2 Entity disambiguation (via description) batch_69bea9961f8c8190b7ac93e199aa76d7 completed March 21, 2026, 2:22 p.m.
Created at: March 20, 2026, 1:37 p.m.