Triple

T6243397
Position Surface form Disambiguated ID Type / Status
Subject Benicio del Toro E139656 entity
Predicate portrayed P1668 FINISHED
Object Fred Fenster in The Usual Suspects
Fred Fenster is a quirky, soft-spoken criminal and member of the central heist crew in the neo-noir crime film "The Usual Suspects."
E578951 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: Fred Fenster in The Usual Suspects | Statement: [Benicio del Toro, portrayed, Fred Fenster in The Usual Suspects]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fred Fenster in The Usual Suspects
Context triple: [Benicio del Toro, portrayed, Fred Fenster in The Usual Suspects]
  • A. Roger "Verbal" Kint in The Usual Suspects
    Roger "Verbal" Kint is the seemingly meek, talkative con artist whose unreliable narration and shocking true identity drive the central mystery of the film *The Usual Suspects*.
  • B. Mr. White in Reservoir Dogs
    Mr. White in Reservoir Dogs is a seasoned, professional criminal whose unexpected loyalty and moral code drive much of the film’s tension and emotional core.
  • C. Winston Wolfe in Pulp Fiction
    Winston Wolfe in Pulp Fiction is a calm, hyper-competent "fixer" who specializes in solving criminals’ problems quickly and efficiently.
  • D. Alonzo Mosely in Midnight Run
    Alonzo Mosely in *Midnight Run* is a no-nonsense FBI agent whose badge is stolen by bounty hunter Jack Walsh, leading to a series of tense and comedic confrontations throughout the film.
  • E. John Doe in Se7en
    John Doe in Se7en is the enigmatic and methodical serial killer antagonist in the 1995 crime thriller, whose murders are modeled on the seven deadly sins.
  • 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: Fred Fenster in The Usual Suspects
Triple: [Benicio del Toro, portrayed, Fred Fenster in The Usual Suspects]
Generated description
Fred Fenster is a quirky, soft-spoken criminal and member of the central heist crew in the neo-noir crime film "The Usual Suspects."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fred Fenster in The Usual Suspects
Target entity description: Fred Fenster is a quirky, soft-spoken criminal and member of the central heist crew in the neo-noir crime film "The Usual Suspects."
  • A. Roger "Verbal" Kint in The Usual Suspects
    Roger "Verbal" Kint is the seemingly meek, talkative con artist whose unreliable narration and shocking true identity drive the central mystery of the film *The Usual Suspects*.
  • B. Mr. White in Reservoir Dogs
    Mr. White in Reservoir Dogs is a seasoned, professional criminal whose unexpected loyalty and moral code drive much of the film’s tension and emotional core.
  • C. Winston Wolfe in Pulp Fiction
    Winston Wolfe in Pulp Fiction is a calm, hyper-competent "fixer" who specializes in solving criminals’ problems quickly and efficiently.
  • D. Alonzo Mosely in Midnight Run
    Alonzo Mosely in *Midnight Run* is a no-nonsense FBI agent whose badge is stolen by bounty hunter Jack Walsh, leading to a series of tense and comedic confrontations throughout the film.
  • E. John Doe in Se7en
    John Doe in Se7en is the enigmatic and methodical serial killer antagonist in the 1995 crime thriller, whose murders are modeled on the seven deadly sins.
  • 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_69c008b1c5088190ae6de2555fc05ad8 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c0631b32308190a8211043d1caa6e6 completed March 22, 2026, 9:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69c20e12fa248190ad9daaf9563d38c6 completed March 24, 2026, 4:07 a.m.
NEDg Description generation batch_69c214aaef308190be1166c1389bf3d3 completed March 24, 2026, 4:35 a.m.
NED2 Entity disambiguation (via description) batch_69c21508dbec8190b9bb4806a83ecb13 completed March 24, 2026, 4:37 a.m.
Created at: March 22, 2026, 4:23 p.m.