Triple

T390435
Position Surface form Disambiguated ID Type / Status
Subject Port of Leith E8867 entity
Predicate hasCulturalAssociation P958 FINISHED
Object 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.
E49221 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 (novel) | Statement: [Port of Leith, hasCulturalAssociation, Trainspotting (novel)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Trainspotting (novel)
Context triple: [Port of Leith, hasCulturalAssociation, Trainspotting (novel)]
  • A. The Surrey with the Fringe on Top
    "The Surrey with the Fringe on Top" is a lighthearted romantic show tune from the classic Rodgers and Hammerstein musical *Oklahoma!* that charmingly describes a fanciful horse-drawn carriage ride.
  • B. The Railway Man
    The Railway Man is a 2013 British-Australian war drama film in which Colin Firth portrays a former World War II prisoner of war confronting the trauma of his past.
  • C. Shantaram
    Shantaram is a novel by Gregory David Roberts that follows an Australian fugitive who builds a new life in the underworld of Bombay, blending adventure, crime, and spiritual exploration.
  • D. The Pale Tourist
    The Pale Tourist is a stand-up comedy special by Jim Gaffigan in which he crafts material inspired by his travels to different countries and cultures.
  • E. The Little Drummer Girl
    The Little Drummer Girl is a television miniseries adaptation of John le Carré’s spy novel, featuring Florence Pugh as a young actress drawn into an intricate Israeli intelligence operation.
  • 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 (novel)
Triple: [Port of Leith, hasCulturalAssociation, Trainspotting (novel)]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Trainspotting (novel)
Target entity description: 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.
  • A. The Surrey with the Fringe on Top
    "The Surrey with the Fringe on Top" is a lighthearted romantic show tune from the classic Rodgers and Hammerstein musical *Oklahoma!* that charmingly describes a fanciful horse-drawn carriage ride.
  • B. The Railway Man
    The Railway Man is a 2013 British-Australian war drama film in which Colin Firth portrays a former World War II prisoner of war confronting the trauma of his past.
  • C. Shantaram
    Shantaram is a novel by Gregory David Roberts that follows an Australian fugitive who builds a new life in the underworld of Bombay, blending adventure, crime, and spiritual exploration.
  • D. The Pale Tourist
    The Pale Tourist is a stand-up comedy special by Jim Gaffigan in which he crafts material inspired by his travels to different countries and cultures.
  • E. The Little Drummer Girl
    The Little Drummer Girl is a television miniseries adaptation of John le Carré’s spy novel, featuring Florence Pugh as a young actress drawn into an intricate Israeli intelligence operation.
  • 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_69a2e7f55c60819097aff65ea2ca2832 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ec5d73e881909101308a583c8f13 completed Feb. 28, 2026, 1:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4035310608190a1e0f807cb93e1e1 completed March 1, 2026, 9:13 a.m.
NEDg Description generation batch_69a403a7c1488190a7773a5ae8a8cec7 completed March 1, 2026, 9:15 a.m.
NED2 Entity disambiguation (via description) batch_69a40428b014819091c6534ba35a11ff completed March 1, 2026, 9:17 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.