Triple

T13469388
Position Surface form Disambiguated ID Type / Status
Subject Chuck Palahniuk E311587 entity
Predicate influencedBy P9 FINISHED
Object Amy Hempel
Amy Hempel is an American short story writer renowned for her minimalist style, emotional precision, and influential contributions to contemporary fiction.
E1042193 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: Amy Hempel | Statement: [Chuck Palahniuk, influencedBy, Amy Hempel]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Amy Hempel
Context triple: [Chuck Palahniuk, influencedBy, Amy Hempel]
  • A. Anne Howe
    Anne Howe was the first wife of British comic actor Peter Sellers, with whom she had two children before their divorce.
  • B. Anne Howe
    Anne Howe is a fictional character from the comic strip "Palooka," likely serving as part of the supporting cast around the title figure.
  • C. Lydia West
    Lydia West is a British actress best known for her acclaimed role in the television drama series "It's a Sin."
  • D. Joy Williams
    Joy Williams is an American singer-songwriter best known as half of the Grammy-winning folk-pop duo The Civil Wars and for her work in contemporary Christian and Americana music.
  • E. Joy Williams
    Joy Williams is an acclaimed American writer known for her darkly comic, spiritually probing short stories and novels that explore loss, morality, and the natural world.
  • 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: Amy Hempel
Triple: [Chuck Palahniuk, influencedBy, Amy Hempel]
Generated description
Amy Hempel is an American short story writer renowned for her minimalist style, emotional precision, and influential contributions to contemporary fiction.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Amy Hempel
Target entity description: Amy Hempel is an American short story writer renowned for her minimalist style, emotional precision, and influential contributions to contemporary fiction.
  • A. Anne Howe
    Anne Howe was the first wife of British comic actor Peter Sellers, with whom she had two children before their divorce.
  • B. Anne Howe
    Anne Howe is a fictional character from the comic strip "Palooka," likely serving as part of the supporting cast around the title figure.
  • C. Lydia West
    Lydia West is a British actress best known for her acclaimed role in the television drama series "It's a Sin."
  • D. Joy Williams
    Joy Williams is an American singer-songwriter best known as half of the Grammy-winning folk-pop duo The Civil Wars and for her work in contemporary Christian and Americana music.
  • E. Joy Williams
    Joy Williams is an acclaimed American writer known for her darkly comic, spiritually probing short stories and novels that explore loss, morality, and the natural world.
  • 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.