Triple

T5359217
Position Surface form Disambiguated ID Type / Status
Subject John Dillinger E102777 entity
Predicate memberOf P10 FINISHED
Object 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.
E514096 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: Dillinger Gang | Statement: [John Dillinger, memberOf, Dillinger Gang]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dillinger Gang
Context triple: [John Dillinger, memberOf, Dillinger 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. 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.
  • C. John Dillinger
    John Dillinger was a notorious American bank robber and Depression-era outlaw who became a legendary figure in early 1930s crime history.
  • D. 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.
  • E. North Side Gang
    The North Side Gang was a powerful Prohibition-era Irish-American organized crime group in Chicago, best known for its violent rivalry with Al Capone’s Chicago Outfit.
  • 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: Dillinger Gang
Triple: [John Dillinger, memberOf, Dillinger Gang]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dillinger Gang
Target entity description: 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.
  • 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. 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.
  • C. John Dillinger
    John Dillinger was a notorious American bank robber and Depression-era outlaw who became a legendary figure in early 1930s crime history.
  • D. 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.
  • E. North Side Gang
    The North Side Gang was a powerful Prohibition-era Irish-American organized crime group in Chicago, best known for its violent rivalry with Al Capone’s Chicago Outfit.
  • 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_69bd43d8f7248190b64c140734b5c9a8 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd86330e4c8190b5452226886287b3 completed March 20, 2026, 5:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf21e955a8819094a0b12e42e2d6a6 completed March 21, 2026, 10:55 p.m.
NEDg Description generation batch_69bf23d9ca3881909bfc0a2e99164450 completed March 21, 2026, 11:03 p.m.
NED2 Entity disambiguation (via description) batch_69bf243319448190a30d6e8847d3f4b8 completed March 21, 2026, 11:05 p.m.
Created at: March 20, 2026, 2:02 p.m.