Triple

T9254383
Position Surface form Disambiguated ID Type / Status
Subject T2 Trainspotting E222404 entity
Predicate partOfSeries P1761 FINISHED
Object 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.
E786320 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 film series | Statement: [T2 Trainspotting, partOfSeries, Trainspotting film series]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Trainspotting film series
Context triple: [T2 Trainspotting, partOfSeries, Trainspotting film series]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Snatch
    Snatch is a 2000 British crime comedy film directed by Guy Ritchie, known for its fast-paced, interwoven plot, dark humor, and ensemble cast including Jason Statham and Brad Pitt.
  • 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 film series
Triple: [T2 Trainspotting, partOfSeries, Trainspotting film series]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Trainspotting film series
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Snatch
    Snatch is a 2000 British crime comedy film directed by Guy Ritchie, known for its fast-paced, interwoven plot, dark humor, and ensemble cast including Jason Statham and Brad Pitt.
  • 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_69ca841e4cd481908e738c74e958eaea completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd06b1f6bc81908115e22652d0c85e completed April 1, 2026, 11:51 a.m.
NED1 Entity disambiguation (via context triple) batch_69d0780c9efc81909470e7c64e23ffed completed April 4, 2026, 2:31 a.m.
NEDg Description generation batch_69d0789ce9908190b5771e07f8b91ec0 completed April 4, 2026, 2:34 a.m.
NED2 Entity disambiguation (via description) batch_69d0791194948190ad0f1a3114b9b0ef completed April 4, 2026, 2:36 a.m.
Created at: March 30, 2026, 7:31 p.m.