Triple

T13469374
Position Surface form Disambiguated ID Type / Status
Subject Chuck Palahniuk E311587 entity
Predicate notableWork P4 FINISHED
Object Beautiful You
Beautiful You is a satirical novel by Chuck Palahniuk that skewers consumer culture, sexuality, and power through a darkly comic story about a revolutionary line of female pleasure products.
E1042187 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: Beautiful You | Statement: [Chuck Palahniuk, notableWork, Beautiful You]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Beautiful You
Context triple: [Chuck Palahniuk, notableWork, Beautiful You]
  • A. It's You
    "It's You" is a studio album by American progressive rock and jam band Umphrey's McGee, known for its intricate musicianship and genre-blending compositions.
  • B. Always You
    "Always You" is an R&B song by American singer James Ingram, known for its smooth vocals and romantic, soulful style.
  • C. As You Are
    As You Are is a 2016 coming-of-age drama film that explores the intense and complicated relationships among three teenagers in the 1990s.
  • D. Into You
    "Into You" is a 2016 dance-pop and EDM-influenced single by Ariana Grande, known for its sultry vocals, infectious chorus, and status as a fan-favorite highlight of her album "Dangerous Woman."
  • E. Into You
    "Into You" is a 2003 hip hop and R&B single by Fabolous featuring Tamia (or Ashanti in an alternate version), best known for its smooth, romantic vibe and chart success.
  • 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: Beautiful You
Triple: [Chuck Palahniuk, notableWork, Beautiful You]
Generated description
Beautiful You is a satirical novel by Chuck Palahniuk that skewers consumer culture, sexuality, and power through a darkly comic story about a revolutionary line of female pleasure products.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Beautiful You
Target entity description: Beautiful You is a satirical novel by Chuck Palahniuk that skewers consumer culture, sexuality, and power through a darkly comic story about a revolutionary line of female pleasure products.
  • A. It's You
    "It's You" is a studio album by American progressive rock and jam band Umphrey's McGee, known for its intricate musicianship and genre-blending compositions.
  • B. Always You
    "Always You" is an R&B song by American singer James Ingram, known for its smooth vocals and romantic, soulful style.
  • C. As You Are
    As You Are is a 2016 coming-of-age drama film that explores the intense and complicated relationships among three teenagers in the 1990s.
  • D. Into You
    "Into You" is a 2016 dance-pop and EDM-influenced single by Ariana Grande, known for its sultry vocals, infectious chorus, and status as a fan-favorite highlight of her album "Dangerous Woman."
  • E. Into You
    "Into You" is a 2003 hip hop and R&B single by Fabolous featuring Tamia (or Ashanti in an alternate version), best known for its smooth, romantic vibe and chart success.
  • 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.