Triple

T10586425
Position Surface form Disambiguated ID Type / Status
Subject Francis Begbie E249865 entity
Predicate characterInUniverse P12208 FINISHED
Object Trainspotting universe
The Trainspotting universe is a gritty, darkly comic fictional world centered on a group of working-class Scots navigating heroin addiction, crime, and friendship in Edinburgh.
E873778 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 universe | Statement: [Francis Begbie, characterInUniverse, Trainspotting universe]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Trainspotting universe
Context triple: [Francis Begbie, characterInUniverse, Trainspotting universe]
  • 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 (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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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 universe
Triple: [Francis Begbie, characterInUniverse, Trainspotting universe]
Generated description
The Trainspotting universe is a gritty, darkly comic fictional world centered on a group of working-class Scots navigating heroin addiction, crime, and friendship in Edinburgh.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Trainspotting universe
Target entity description: The Trainspotting universe is a gritty, darkly comic fictional world centered on a group of working-class Scots navigating heroin addiction, crime, and friendship in Edinburgh.
  • 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 (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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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_69d381c9d3d48190a29ee491e1696a0e completed April 6, 2026, 9:50 a.m.
NER Named-entity recognition batch_69d527698be48190a2f5e573d7cc0661 completed April 7, 2026, 3:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69d95e7df88081908e3d77f357f176e3 completed April 10, 2026, 8:33 p.m.
NEDg Description generation batch_69d95f97669881908b54ebcd1a7c6b34 completed April 10, 2026, 8:37 p.m.
NED2 Entity disambiguation (via description) batch_69d9602748608190b0c971accf44b7aa completed April 10, 2026, 8:40 p.m.
Created at: April 6, 2026, 12:39 p.m.