Triple

T10488343
Position Surface form Disambiguated ID Type / Status
Subject Irvine Welsh E247348 entity
Predicate notableWork P4 FINISHED
Object Marabou Stork Nightmares
Marabou Stork Nightmares is a dark, experimental novel by Scottish author Irvine Welsh that blends hallucination, trauma, and social commentary through the fragmented narrative of a comatose former football hooligan.
E867003 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: Marabou Stork Nightmares | Statement: [Irvine Welsh, notableWork, Marabou Stork Nightmares]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marabou Stork Nightmares
Context triple: [Irvine Welsh, notableWork, Marabou Stork Nightmares]
  • A. The Obscene Bird of Night
    The Obscene Bird of Night is a landmark Chilean novel by José Donoso, renowned for its dark, labyrinthine narrative and its exploration of identity, madness, and social decay within the Latin American literary canon.
  • B. The Black Ghosts
    The Black Ghosts are a British electronic music duo known for blending indie pop melodies with electro and dance influences.
  • C. Beasts Clawing at Straws
    Beasts Clawing at Straws is a South Korean crime thriller film that interweaves multiple characters’ desperate schemes around a bag of money, noted for its dark humor and ensemble cast.
  • D. Vulture
    Vulture is a Marvel Comics supervillain, best known as one of Spider-Man’s earliest and recurring adversaries who uses a specialized winged suit to fly and commit crimes.
  • E. Vulture
    Vulture is an online entertainment and culture website known for its in-depth coverage of television, movies, music, and pop 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: Marabou Stork Nightmares
Triple: [Irvine Welsh, notableWork, Marabou Stork Nightmares]
Generated description
Marabou Stork Nightmares is a dark, experimental novel by Scottish author Irvine Welsh that blends hallucination, trauma, and social commentary through the fragmented narrative of a comatose former football hooligan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marabou Stork Nightmares
Target entity description: Marabou Stork Nightmares is a dark, experimental novel by Scottish author Irvine Welsh that blends hallucination, trauma, and social commentary through the fragmented narrative of a comatose former football hooligan.
  • A. The Obscene Bird of Night
    The Obscene Bird of Night is a landmark Chilean novel by José Donoso, renowned for its dark, labyrinthine narrative and its exploration of identity, madness, and social decay within the Latin American literary canon.
  • B. The Black Ghosts
    The Black Ghosts are a British electronic music duo known for blending indie pop melodies with electro and dance influences.
  • C. Beasts Clawing at Straws
    Beasts Clawing at Straws is a South Korean crime thriller film that interweaves multiple characters’ desperate schemes around a bag of money, noted for its dark humor and ensemble cast.
  • D. Vulture
    Vulture is a Marvel Comics supervillain, best known as one of Spider-Man’s earliest and recurring adversaries who uses a specialized winged suit to fly and commit crimes.
  • E. Vulture
    Vulture is an online entertainment and culture website known for its in-depth coverage of television, movies, music, and pop 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_69d381c309b88190af78aa681cf6a4c2 completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d5096b609c81909e23fd8fb6426f4a completed April 7, 2026, 1:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69d8dc9792308190b09d6aaed63dd418 completed April 10, 2026, 11:18 a.m.
NEDg Description generation batch_69d8e8c81bdc8190b6b6dfe00025b514 completed April 10, 2026, 12:10 p.m.
NED2 Entity disambiguation (via description) batch_69d901e1ecf88190acd24a0e20462cb9 completed April 10, 2026, 1:57 p.m.
Created at: April 6, 2026, 12:23 p.m.