Triple

T13469370
Position Surface form Disambiguated ID Type / Status
Subject Chuck Palahniuk E311587 entity
Predicate notableWork P4 FINISHED
Object Invisible Monsters
Invisible Monsters is a darkly satirical transgressive novel by Chuck Palahniuk that follows a disfigured former fashion model on a surreal, identity-bending road trip.
E1042183 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: Invisible Monsters | Statement: [Chuck Palahniuk, notableWork, Invisible Monsters]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Invisible Monsters
Context triple: [Chuck Palahniuk, notableWork, Invisible Monsters]
  • A. Invisible Creature
    Invisible Creature is a graphic design and illustration studio known for its distinctive album artwork and visual branding for prominent music artists and brands.
  • B. The Monsters
    "The Monsters" is a classic science fiction short story by Murray Leinster that explores themes of misunderstanding and prejudice through first-contact between humans and an alien species.
  • C. Shadow Monster
    Shadow Monster is an alternate name for a Mind Flayer, a sinister, tentacled aberration from Dungeons & Dragons known for its psionic powers and brain-devouring tendencies.
  • D. Monsters You Made
    "Monsters You Made" is a politically charged Afro-fusion song by Nigerian artist Burna Boy, featuring Stormzy, that critiques colonialism and systemic oppression.
  • E. The Monster Walks
    The Monster Walks is a 1932 American horror film featuring Ralph Morgan in a story of inheritance, murder, and a menacing ape in a secluded mansion.
  • 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: Invisible Monsters
Triple: [Chuck Palahniuk, notableWork, Invisible Monsters]
Generated description
Invisible Monsters is a darkly satirical transgressive novel by Chuck Palahniuk that follows a disfigured former fashion model on a surreal, identity-bending road trip.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Invisible Monsters
Target entity description: Invisible Monsters is a darkly satirical transgressive novel by Chuck Palahniuk that follows a disfigured former fashion model on a surreal, identity-bending road trip.
  • A. Invisible Creature
    Invisible Creature is a graphic design and illustration studio known for its distinctive album artwork and visual branding for prominent music artists and brands.
  • B. The Monsters
    "The Monsters" is a classic science fiction short story by Murray Leinster that explores themes of misunderstanding and prejudice through first-contact between humans and an alien species.
  • C. Shadow Monster
    Shadow Monster is an alternate name for a Mind Flayer, a sinister, tentacled aberration from Dungeons & Dragons known for its psionic powers and brain-devouring tendencies.
  • D. Monsters You Made
    "Monsters You Made" is a politically charged Afro-fusion song by Nigerian artist Burna Boy, featuring Stormzy, that critiques colonialism and systemic oppression.
  • E. The Monster Walks
    The Monster Walks is a 1932 American horror film featuring Ralph Morgan in a story of inheritance, murder, and a menacing ape in a secluded mansion.
  • 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_69d806a938b8819097ec43a2229fc7f9 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dbaf21e46081908a00c9acf54f270f completed April 12, 2026, 2:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7462bcb848190804a48f1a50a0c71 completed May 3, 2026, 12:57 p.m.
NEDg Description generation batch_69f74af641f881908af981d251e671be completed May 3, 2026, 1:17 p.m.
NED2 Entity disambiguation (via description) batch_69f74b78bd508190a10708572a6e9309 completed May 3, 2026, 1:19 p.m.
Created at: April 9, 2026, 9:42 p.m.