Triple

T6312416
Position Surface form Disambiguated ID Type / Status
Subject Betsy E141534 entity
Predicate narrativeUniverse P3758 FINISHED
Object Taxi Driver universe
The Taxi Driver universe is the gritty, psychologically intense fictional world of Martin Scorsese’s 1976 film, centered on alienation, urban decay, and moral ambiguity in 1970s New York City.
E25129 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: Taxi Driver universe | Statement: [Betsy, narrativeUniverse, Taxi Driver universe]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Taxi Driver universe
Context triple: [Betsy, narrativeUniverse, Taxi Driver universe]
  • A. Taxi Driver
    Taxi Driver is a 1976 psychological drama film directed by Martin Scorsese, renowned for its gritty portrayal of urban alienation and Robert De Niro’s iconic performance as a disturbed New York City cab driver.
  • B. Sin City
    Sin City is a 2005 neo-noir crime anthology film, co-directed by Robert Rodriguez and Frank Miller, known for its stylized black-and-white visuals and adaptation of Miller’s graphic novel series.
  • C. Sin City
    Sin City is a popular nickname for Las Vegas, Nevada, highlighting its reputation for gambling, nightlife, and adult entertainment.
  • D. Bad Lieutenant
    Bad Lieutenant is a 1992 neo-noir crime drama film directed by Abel Ferrara, known for its gritty portrayal of a corrupt, self-destructive New York City police officer.
  • E. The American Friend
    The American Friend is a 1977 neo-noir thriller film directed by Wim Wenders, adapted from Patricia Highsmith’s Ripley’s Game and noted for its moody atmosphere and morally ambiguous characters.
  • 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: Taxi Driver universe
Triple: [Betsy, narrativeUniverse, Taxi Driver universe]
Generated description
The Taxi Driver universe is the gritty, psychologically intense fictional world of Martin Scorsese’s 1976 film, centered on alienation, urban decay, and moral ambiguity in 1970s New York City.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Taxi Driver universe
Target entity description: The Taxi Driver universe is the gritty, psychologically intense fictional world of Martin Scorsese’s 1976 film, centered on alienation, urban decay, and moral ambiguity in 1970s New York City.
  • A. Taxi Driver chosen
    Taxi Driver is a 1976 psychological drama film directed by Martin Scorsese, renowned for its gritty portrayal of urban alienation and Robert De Niro’s iconic performance as a disturbed New York City cab driver.
  • B. Sin City
    Sin City is a 2005 neo-noir crime anthology film, co-directed by Robert Rodriguez and Frank Miller, known for its stylized black-and-white visuals and adaptation of Miller’s graphic novel series.
  • C. Sin City
    Sin City is a popular nickname for Las Vegas, Nevada, highlighting its reputation for gambling, nightlife, and adult entertainment.
  • D. Bad Lieutenant
    Bad Lieutenant is a 1992 neo-noir crime drama film directed by Abel Ferrara, known for its gritty portrayal of a corrupt, self-destructive New York City police officer.
  • E. The American Friend
    The American Friend is a 1977 neo-noir thriller film directed by Wim Wenders, adapted from Patricia Highsmith’s Ripley’s Game and noted for its moody atmosphere and morally ambiguous characters.
  • 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_69c008d00efc8190a36c05b4b4a3bf4b completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c0649ea98c819086509e175812c6c0 completed March 22, 2026, 9:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69c5e469355c81908049e0c68a8c0259 completed March 27, 2026, 1:59 a.m.
NEDg Description generation batch_69c5ee04b2388190b36dc9bb23b4a18a completed March 27, 2026, 2:40 a.m.
NED2 Entity disambiguation (via description) batch_69c5ee780bb08190a97c90804f9c6b68 completed March 27, 2026, 2:42 a.m.
Created at: March 22, 2026, 4:28 p.m.