Triple

T6333212
Position Surface form Disambiguated ID Type / Status
Subject Gangster Squad E142429 entity
Predicate basedOn P98 FINISHED
Object Tales from the Gangster Squad
Tales from the Gangster Squad is a non-fiction book by Paul Lieberman that chronicles the real-life LAPD unit formed in the 1940s to combat organized crime in Los Angeles.
E586633 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: Tales from the Gangster Squad | Statement: [Gangster Squad, basedOn, Tales from the Gangster Squad]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tales from the Gangster Squad
Context triple: [Gangster Squad, basedOn, Tales from the Gangster Squad]
  • A. Gangster Squad
    Gangster Squad is a 2013 crime action film set in 1940s–50s Los Angeles, following an elite police unit’s violent battle against mobster Mickey Cohen.
  • B. L.A.'s Finest
    L.A.'s Finest is an action-comedy television series and Bad Boys spin-off that follows two LAPD detectives, played by Gabrielle Union and Jessica Alba, as they tackle crime in Los Angeles while juggling complicated personal lives.
  • C. Homicide Squad
    The Homicide Squad is a specialized New York City Police Department unit dedicated to investigating and solving murder cases.
  • D. Gangster and a Gentleman
    Gangster and a Gentleman is the debut solo studio album by rapper Styles P, showcasing his gritty lyricism and street-oriented East Coast hip-hop sound.
  • E. The Gangster
    The Gangster is a 1947 American film noir crime drama noted for its stylized cinematography and bleak portrayal of a small-time racketeer’s downfall.
  • 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: Tales from the Gangster Squad
Triple: [Gangster Squad, basedOn, Tales from the Gangster Squad]
Generated description
Tales from the Gangster Squad is a non-fiction book by Paul Lieberman that chronicles the real-life LAPD unit formed in the 1940s to combat organized crime in Los Angeles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tales from the Gangster Squad
Target entity description: Tales from the Gangster Squad is a non-fiction book by Paul Lieberman that chronicles the real-life LAPD unit formed in the 1940s to combat organized crime in Los Angeles.
  • A. Gangster Squad
    Gangster Squad is a 2013 crime action film set in 1940s–50s Los Angeles, following an elite police unit’s violent battle against mobster Mickey Cohen.
  • B. L.A.'s Finest
    L.A.'s Finest is an action-comedy television series and Bad Boys spin-off that follows two LAPD detectives, played by Gabrielle Union and Jessica Alba, as they tackle crime in Los Angeles while juggling complicated personal lives.
  • C. Homicide Squad
    The Homicide Squad is a specialized New York City Police Department unit dedicated to investigating and solving murder cases.
  • D. Gangster and a Gentleman
    Gangster and a Gentleman is the debut solo studio album by rapper Styles P, showcasing his gritty lyricism and street-oriented East Coast hip-hop sound.
  • E. The Gangster
    The Gangster is a 1947 American film noir crime drama noted for its stylized cinematography and bleak portrayal of a small-time racketeer’s downfall.
  • 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_69c008d4d8e88190ad301c05b08722ac completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c06517a1e88190a0bfcac8a7e3a305 completed March 22, 2026, 9:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69c60424a5dc8190820970fce13776ac completed March 27, 2026, 4:14 a.m.
NEDg Description generation batch_69c60626724881908e6270c2d3652c16 completed March 27, 2026, 4:23 a.m.
NED2 Entity disambiguation (via description) batch_69c606bd2228819082fcb63493664927 completed March 27, 2026, 4:25 a.m.
Created at: March 22, 2026, 4:30 p.m.