Triple

T13469350
Position Surface form Disambiguated ID Type / Status
Subject Chuck Palahniuk E311587 entity
Predicate familyName P18 FINISHED
Object Palahniuk
Palahniuk is the surname of Chuck Palahniuk, the American novelist best known for writing the transgressive fiction work "Fight Club."
E1042177 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: Palahniuk | Statement: [Chuck Palahniuk, familyName, Palahniuk]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Palahniuk
Context triple: [Chuck Palahniuk, familyName, Palahniuk]
  • A. Aaron Guzikowski
    Aaron Guzikowski is an American screenwriter best known for writing the acclaimed thriller film "Prisoners" and creating the science fiction series "Raised by Wolves."
  • B. Kornbluth
    Kornbluth is a surname most notably associated with American science fiction writer Cyril M. Kornbluth.
  • C. Kilgore Trout
    Kilgore Trout is a recurring fictional science-fiction writer in Kurt Vonnegut’s novels, known for his outlandish story ideas and role as a vehicle for the author’s social and philosophical commentary.
  • D. Pyrbaum
    Pyrbaum is a small municipality in the Neumarkt in der Oberpfalz district of Bavaria, Germany, known for its rural character and proximity to the Nuremberg metropolitan area.
  • E. Will Knaak
    Will Knaak is an American guitarist and songwriter best known as a member of the alternative rock band Blue October.
  • 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: Palahniuk
Triple: [Chuck Palahniuk, familyName, Palahniuk]
Generated description
Palahniuk is the surname of Chuck Palahniuk, the American novelist best known for writing the transgressive fiction work "Fight Club."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Palahniuk
Target entity description: Palahniuk is the surname of Chuck Palahniuk, the American novelist best known for writing the transgressive fiction work "Fight Club."
  • A. Aaron Guzikowski
    Aaron Guzikowski is an American screenwriter best known for writing the acclaimed thriller film "Prisoners" and creating the science fiction series "Raised by Wolves."
  • B. Kornbluth
    Kornbluth is a surname most notably associated with American science fiction writer Cyril M. Kornbluth.
  • C. Kilgore Trout
    Kilgore Trout is a recurring fictional science-fiction writer in Kurt Vonnegut’s novels, known for his outlandish story ideas and role as a vehicle for the author’s social and philosophical commentary.
  • D. Pyrbaum
    Pyrbaum is a small municipality in the Neumarkt in der Oberpfalz district of Bavaria, Germany, known for its rural character and proximity to the Nuremberg metropolitan area.
  • E. Will Knaak
    Will Knaak is an American guitarist and songwriter best known as a member of the alternative rock band Blue October.
  • 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.