Triple

T8486177
Position Surface form Disambiguated ID Type / Status
Subject A Life Less Ordinary E200836 entity
Predicate follows P134 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: [A Life Less Ordinary, follows, Trainspotting]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Trainspotting
Context triple: [A Life Less Ordinary, follows, 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 (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. This Is England
    This Is England is a critically acclaimed British drama film and subsequent TV series that explores youth subcultures, racism, and social unrest in 1980s and early 1990s England.
  • 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: [A Life Less Ordinary, follows, 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 (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. This Is England
    This Is England is a critically acclaimed British drama film and subsequent TV series that explores youth subcultures, racism, and social unrest in 1980s and early 1990s England.
  • 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_69ca831d7b148190a6e32c1de43ab13b completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe53c4d608190a766c0e919a4b96f completed March 31, 2026, 3:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69cea83707e481909f9dfd6450a28d3d completed April 2, 2026, 5:32 p.m.
NEDg Description generation batch_69cea994f0ac819092fb34a0f2357611 completed April 2, 2026, 5:38 p.m.
NED2 Entity disambiguation (via description) batch_69ceaa4c7ba08190be86cccc3a857656 completed April 2, 2026, 5:41 p.m.
Created at: March 30, 2026, 6:12 p.m.