Triple

T8781678
Position Surface form Disambiguated ID Type / Status
Subject Fred Barker E208744 entity
Predicate memberOf P10 FINISHED
Object Barker–Karpis gang E113809 NE FINISHED

How this triple was built (2 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: [Fred Barker, memberOf, Barker–Karpis gang]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Barker–Karpis gang
Context triple: [Fred Barker, memberOf, Barker–Karpis gang]
  • A. Barker–Karpis gang chosen
    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. Dillinger Gang
    The Dillinger Gang was a notorious group of Depression-era American bank robbers led by John Dillinger, infamous for a string of daring heists and violent confrontations with law enforcement in the early 1930s.
  • C. 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.
  • D. Winter Hill Gang
    The Winter Hill Gang was a notorious Irish-American organized crime group based in the Boston area, led for years by mob boss Whitey Bulger and involved in racketeering, murder, and corruption.
  • E. Five Points Gang
    The Five Points Gang was a notorious early 20th-century New York City street gang known for its role in organized crime and for producing future major mob leaders such as Johnny Torrio and Al Capone.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69ca835fbee88190bf625939bac48d7f completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5f55b7b08190ab3e18cd634a144b completed March 31, 2026, 11:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf51e9d97c8190a947848fdaa5b67d completed April 3, 2026, 5:36 a.m.
Created at: March 30, 2026, 6:42 p.m.