Triple

T13469377
Position Surface form Disambiguated ID Type / Status
Subject Chuck Palahniuk E311587 entity
Predicate notableWork P4 FINISHED
Object Stranger Than Fiction: True Stories
Stranger Than Fiction: True Stories is a nonfiction collection by Chuck Palahniuk that compiles his darkly humorous and often unsettling essays and reportage on real people and events.
E1042190 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: Stranger Than Fiction: True Stories | Statement: [Chuck Palahniuk, notableWork, Stranger Than Fiction: True Stories]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stranger Than Fiction: True Stories
Context triple: [Chuck Palahniuk, notableWork, Stranger Than Fiction: True Stories]
  • A. Stranger Than Fiction
    Stranger Than Fiction is a 2006 fantasy-comedy-drama film in which Will Ferrell plays an IRS auditor who discovers his life is being narrated by an author whose story may determine his fate.
  • B. Stranger Than Fiction (1997 film)
    Stranger Than Fiction (1997 film) is a 1997 American dark comedy film featuring Tom Hulce in a prominent role.
  • C. The Incredible True Story
    The Incredible True Story is Logic’s second studio album, a sci‑fi concept record that blends intricate storytelling with introspective lyricism over cinematic, futuristic production.
  • D. Perfect Stranger
    Perfect Stranger is a 2007 psychological thriller film starring Halle Berry and Bruce Willis that explores themes of identity, deception, and online anonymity.
  • E. Likely Story
    Likely Story is an American film and television production company known for producing independent and character-driven movies.
  • 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: Stranger Than Fiction: True Stories
Triple: [Chuck Palahniuk, notableWork, Stranger Than Fiction: True Stories]
Generated description
Stranger Than Fiction: True Stories is a nonfiction collection by Chuck Palahniuk that compiles his darkly humorous and often unsettling essays and reportage on real people and events.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stranger Than Fiction: True Stories
Target entity description: Stranger Than Fiction: True Stories is a nonfiction collection by Chuck Palahniuk that compiles his darkly humorous and often unsettling essays and reportage on real people and events.
  • A. Stranger Than Fiction
    Stranger Than Fiction is a 2006 fantasy-comedy-drama film in which Will Ferrell plays an IRS auditor who discovers his life is being narrated by an author whose story may determine his fate.
  • B. Stranger Than Fiction (1997 film)
    Stranger Than Fiction (1997 film) is a 1997 American dark comedy film featuring Tom Hulce in a prominent role.
  • C. The Incredible True Story
    The Incredible True Story is Logic’s second studio album, a sci‑fi concept record that blends intricate storytelling with introspective lyricism over cinematic, futuristic production.
  • D. Perfect Stranger
    Perfect Stranger is a 2007 psychological thriller film starring Halle Berry and Bruce Willis that explores themes of identity, deception, and online anonymity.
  • E. Likely Story
    Likely Story is an American film and television production company known for producing independent and character-driven movies.
  • 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.