Triple

T6296578
Position Surface form Disambiguated ID Type / Status
Subject Justin Theroux E141145 entity
Predicate notableWork P4 FINISHED
Object American Psycho
American Psycho is a 2000 satirical psychological horror film, based on Bret Easton Ellis’s novel, that follows wealthy Wall Street banker and secret serial killer Patrick Bateman in 1980s Manhattan.
E226175 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: American Psycho | Statement: [Justin Theroux, notableWork, American Psycho]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: American Psycho
Context triple: [Justin Theroux, notableWork, American Psycho]
  • A. American Psycho
    American Psycho is a 2000 satirical psychological horror film, based on Bret Easton Ellis’s novel, that follows wealthy New York investment banker and secret serial killer Patrick Bateman.
  • B. Seven Psychopaths
    Seven Psychopaths is a darkly comedic crime film written and directed by Martin McDonagh that follows a struggling screenwriter who becomes entangled in the Los Angeles criminal underworld after his eccentric friends kidnap a gangster’s beloved dog.
  • C. Maniac
    Maniac is a dark comedy-drama miniseries that blends psychological sci-fi and surreal storytelling, in which Emma Stone stars as a troubled woman participating in a mysterious pharmaceutical trial.
  • D. Maniac
    Maniac is a 2012 psychological slasher film, presented largely from the killer’s point of view, in which Elijah Wood portrays a disturbed serial murderer in a brutal, stylized remake of the 1980 cult classic.
  • E. American Tabloid
    American Tabloid is a dark, intricately plotted crime novel by James Ellroy that explores the underbelly of American politics and organized crime leading up to the assassination of John F. Kennedy.
  • 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: American Psycho
Triple: [Justin Theroux, notableWork, American Psycho]
Generated description
American Psycho is a 2000 satirical psychological horror film, based on Bret Easton Ellis’s novel, that follows wealthy Wall Street banker and secret serial killer Patrick Bateman in 1980s Manhattan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: American Psycho
Target entity description: American Psycho is a 2000 satirical psychological horror film, based on Bret Easton Ellis’s novel, that follows wealthy Wall Street banker and secret serial killer Patrick Bateman in 1980s Manhattan.
  • A. American Psycho chosen
    American Psycho is a 2000 satirical psychological horror film, based on Bret Easton Ellis’s novel, that follows wealthy New York investment banker and secret serial killer Patrick Bateman.
  • B. Seven Psychopaths
    Seven Psychopaths is a darkly comedic crime film written and directed by Martin McDonagh that follows a struggling screenwriter who becomes entangled in the Los Angeles criminal underworld after his eccentric friends kidnap a gangster’s beloved dog.
  • C. Maniac
    Maniac is a dark comedy-drama miniseries that blends psychological sci-fi and surreal storytelling, in which Emma Stone stars as a troubled woman participating in a mysterious pharmaceutical trial.
  • D. Maniac
    Maniac is a 2012 psychological slasher film, presented largely from the killer’s point of view, in which Elijah Wood portrays a disturbed serial murderer in a brutal, stylized remake of the 1980 cult classic.
  • E. American Tabloid
    American Tabloid is a dark, intricately plotted crime novel by James Ellroy that explores the underbelly of American politics and organized crime leading up to the assassination of John F. Kennedy.
  • F. None of above.

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_69c008cdf2ac8190bb640c94478fb4ed completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c0643ac2b48190b2db036ce709e7ea completed March 22, 2026, 9:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69c5198e2c1c81909d39adffbdadcbdf completed March 26, 2026, 11:33 a.m.
NEDg Description generation batch_69c51b04fa688190a366d5c90150a530 completed March 26, 2026, 11:39 a.m.
NED2 Entity disambiguation (via description) batch_69c583978758819094aebde9d410f849 completed March 26, 2026, 7:05 p.m.
Created at: March 22, 2026, 4:27 p.m.