Triple

T10488491
Position Surface form Disambiguated ID Type / Status
Subject Daniel "Spud" Murphy E247351 entity
Predicate partOf P40 FINISHED
Object Trainspotting cast of characters
The Trainspotting cast of characters comprises a group of young, working-class Scots—most notably heroin addicts and their associates—whose chaotic, darkly comic lives in Edinburgh drive the film’s cult status.
E247352 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: Trainspotting cast of characters | Statement: [Daniel "Spud" Murphy, partOf, Trainspotting cast of characters]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Trainspotting cast of characters
Context triple: [Daniel "Spud" Murphy, partOf, Trainspotting cast of characters]
  • A. Trainspotting film series
    The Trainspotting film series is a pair of British black comedy-drama films directed by Danny Boyle that follow a group of heroin-addicted friends from Edinburgh across two decades.
  • B. Trainspotting (stage play)
    Trainspotting is a stage adaptation of Irvine Welsh’s gritty novel about Edinburgh heroin addicts, known for its raw, immersive portrayal of addiction and youth culture.
  • C. Trainspotting (1996 film)
    Trainspotting (1996 film) is a darkly comic British drama directed by Danny Boyle that follows a group of heroin addicts in Edinburgh and became a cult classic of 1990s cinema.
  • D. Trainspotting (novel)
    Trainspotting is a 1993 novel by Scottish author Irvine Welsh that follows a group of heroin addicts in Edinburgh, written in raw, dialect-heavy prose and widely acclaimed for its darkly comic, unflinching portrayal of addiction and urban alienation.
  • E. T2 Trainspotting
    T2 Trainspotting is a 2017 British black comedy–drama film that serves as the sequel to the cult classic Trainspotting, reuniting the original cast to explore the characters’ lives two decades later.
  • 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: Trainspotting cast of characters
Triple: [Daniel "Spud" Murphy, partOf, Trainspotting cast of characters]
Generated description
The Trainspotting cast of characters comprises a group of young, working-class Scots—most notably heroin addicts and their associates—whose chaotic, darkly comic lives in Edinburgh drive the film’s cult status.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Trainspotting cast of characters
Target entity description: The Trainspotting cast of characters comprises a group of young, working-class Scots—most notably heroin addicts and their associates—whose chaotic, darkly comic lives in Edinburgh drive the film’s cult status.
  • A. Trainspotting film series
    The Trainspotting film series is a pair of British black comedy-drama films directed by Danny Boyle that follow a group of heroin-addicted friends from Edinburgh across two decades.
  • B. Trainspotting (stage play)
    Trainspotting is a stage adaptation of Irvine Welsh’s gritty novel about Edinburgh heroin addicts, known for its raw, immersive portrayal of addiction and youth culture.
  • C. Trainspotting (1996 film) chosen
    Trainspotting (1996 film) is a darkly comic British drama directed by Danny Boyle that follows a group of heroin addicts in Edinburgh and became a cult classic of 1990s cinema.
  • D. Trainspotting (novel)
    Trainspotting is a 1993 novel by Scottish author Irvine Welsh that follows a group of heroin addicts in Edinburgh, written in raw, dialect-heavy prose and widely acclaimed for its darkly comic, unflinching portrayal of addiction and urban alienation.
  • E. T2 Trainspotting
    T2 Trainspotting is a 2017 British black comedy–drama film that serves as the sequel to the cult classic Trainspotting, reuniting the original cast to explore the characters’ lives two decades later.
  • 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_69d381c309b88190af78aa681cf6a4c2 completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d5096b609c81909e23fd8fb6426f4a completed April 7, 2026, 1:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69d8dc9792308190b09d6aaed63dd418 completed April 10, 2026, 11:18 a.m.
NEDg Description generation batch_69d8e8c81bdc8190b6b6dfe00025b514 completed April 10, 2026, 12:10 p.m.
NED2 Entity disambiguation (via description) batch_69d901e1ecf88190acd24a0e20462cb9 completed April 10, 2026, 1:57 p.m.
Created at: April 6, 2026, 12:23 p.m.