Triple

T19807378
Position Surface form Disambiguated ID Type / Status
Subject Masahiro Hirakubo E475848 entity
Predicate workedOn P3 FINISHED
Object Trainspotting
Trainspotting is a 1996 British black comedy drama film directed by Danny Boyle that follows a group of heroin addicts in Edinburgh and became a cult classic for its raw portrayal of addiction and youth culture.
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 | Statement: [Masahiro Hirakubo, workedOn, Trainspotting]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Trainspotting
Context triple: [Masahiro Hirakubo, workedOn, Trainspotting]
  • A. 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.
  • B. 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.
  • 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 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.
  • E. 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.
  • 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
Triple: [Masahiro Hirakubo, workedOn, Trainspotting]
Generated description
Trainspotting is a 1996 British black comedy drama film directed by Danny Boyle that follows a group of heroin addicts in Edinburgh and became a cult classic for its raw portrayal of addiction and youth culture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Trainspotting
Target entity description: Trainspotting is a 1996 British black comedy drama film directed by Danny Boyle that follows a group of heroin addicts in Edinburgh and became a cult classic for its raw portrayal of addiction and youth culture.
  • A. 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.
  • B. 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.
  • 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 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.
  • E. 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.
  • 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_69d8e51bc4208190a1c57d8c5d1b15e4 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e65428f5c48190be6ae0d6a77675d2 completed April 20, 2026, 4:28 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07ccc8465881909dbba58e4f1a8680 completed May 16, 2026, 1:47 a.m.
NEDg Description generation batch_6a07d0a638c0819096e73bf455e7aa68 completed May 16, 2026, 2:04 a.m.
NED2 Entity disambiguation (via description) batch_6a07d178d6588190afe30714145ee97f completed May 16, 2026, 2:07 a.m.
Created at: April 10, 2026, 1:49 p.m.