Triple

T952984
Position Surface form Disambiguated ID Type / Status
Subject Alvin Karpis E20562 entity
Predicate memberOf P10 FINISHED
Object 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.
E113809 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: Barker–Karpis gang | Statement: [Alvin Karpis, memberOf, Barker–Karpis gang]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Barker–Karpis gang
Context triple: [Alvin Karpis, memberOf, Barker–Karpis gang]
  • A. George "Machine Gun" Kelly
    George "Machine Gun" Kelly was a notorious American gangster and Prohibition-era kidnapper whose high-profile crimes made him one of the early public enemies of the 1930s.
  • B. Jesse James
    Jesse James is a classic 1939 Western film dramatizing the life of the infamous American outlaw, starring Tyrone Power in the title role.
  • C. Gregorio Cortez
    Gregorio Cortez is a fictional secret agent and father portrayed by Antonio Banderas in the family action film series "Spy Kids."
  • D. John Dillinger
    John Dillinger was a notorious American bank robber and Depression-era outlaw who became a legendary figure in early 1930s crime history.
  • E. Bonnie and Clyde
    Bonnie and Clyde is a landmark 1967 American crime film that revolutionized Hollywood with its stylish depiction of violence, antihero protagonists, and countercultural sensibilities.
  • 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: Barker–Karpis gang
Triple: [Alvin Karpis, memberOf, Barker–Karpis gang]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Barker–Karpis gang
Target entity description: 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.
  • A. George "Machine Gun" Kelly
    George "Machine Gun" Kelly was a notorious American gangster and Prohibition-era kidnapper whose high-profile crimes made him one of the early public enemies of the 1930s.
  • B. Jesse James
    Jesse James is a classic 1939 Western film dramatizing the life of the infamous American outlaw, starring Tyrone Power in the title role.
  • C. Gregorio Cortez
    Gregorio Cortez is a fictional secret agent and father portrayed by Antonio Banderas in the family action film series "Spy Kids."
  • D. John Dillinger
    John Dillinger was a notorious American bank robber and Depression-era outlaw who became a legendary figure in early 1930s crime history.
  • E. Bonnie and Clyde
    Bonnie and Clyde is a landmark 1967 American crime film that revolutionized Hollywood with its stylish depiction of violence, antihero protagonists, and countercultural sensibilities.
  • 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_69a493b0f2fc81908cd227480a5356a1 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4b3d8f2e0819097554a301f8aa70f completed March 1, 2026, 9:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac119fd16c81908c43b6d3dc6d53b6 completed March 7, 2026, 11:53 a.m.
NEDg Description generation batch_69ac12248f1c81908b9bd511e4363130 completed March 7, 2026, 11:55 a.m.
NED2 Entity disambiguation (via description) batch_69ac12c786ac81909938e043a1e2e8b9 completed March 7, 2026, 11:57 a.m.
Created at: March 1, 2026, 7:40 p.m.