Triple

T16378988
Position Surface form Disambiguated ID Type / Status
Subject Atria Books E397750 entity
Predicate hasImprint P2763 FINISHED
Object Emily Bestler Books
Emily Bestler Books is a boutique imprint known for publishing high-profile commercial and literary fiction, often in the thriller and suspense genres, under the Atria Books umbrella.
E1211036 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: Emily Bestler Books | Statement: [Atria Books, hasImprint, Emily Bestler Books]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Emily Bestler Books
Context triple: [Atria Books, hasImprint, Emily Bestler Books]
  • A. Esme Bodenstein
    Esme Bodenstein was the wife of South African anti-apartheid activist Denis Goldberg and a fellow supporter of the struggle against apartheid.
  • B. Rachel Buchman
    Rachel Buchman is the titular bride and central figure in the 2008 drama film "Rachel Getting Married," around whose wedding and family tensions the story revolves.
  • C. Laura Shusterman
    Laura Shusterman is the wife of former Donald Trump attorney Michael Cohen and a Ukrainian-born businesswoman who has been linked to some of his real estate and taxi-medallion ventures.
  • D. Alice Hoffman
    Alice Hoffman is an American novelist best known for her works of magical realism, including the novel that inspired the film "Practical Magic."
  • E. Beverly Lowry
    Beverly Lowry is an American author known for her novels and nonfiction works that often explore Southern life, crime, and complex female characters.
  • 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: Emily Bestler Books
Triple: [Atria Books, hasImprint, Emily Bestler Books]
Generated description
Emily Bestler Books is a boutique imprint known for publishing high-profile commercial and literary fiction, often in the thriller and suspense genres, under the Atria Books umbrella.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Emily Bestler Books
Target entity description: Emily Bestler Books is a boutique imprint known for publishing high-profile commercial and literary fiction, often in the thriller and suspense genres, under the Atria Books umbrella.
  • A. Esme Bodenstein
    Esme Bodenstein was the wife of South African anti-apartheid activist Denis Goldberg and a fellow supporter of the struggle against apartheid.
  • B. Rachel Buchman
    Rachel Buchman is the titular bride and central figure in the 2008 drama film "Rachel Getting Married," around whose wedding and family tensions the story revolves.
  • C. Laura Shusterman
    Laura Shusterman is the wife of former Donald Trump attorney Michael Cohen and a Ukrainian-born businesswoman who has been linked to some of his real estate and taxi-medallion ventures.
  • D. Alice Hoffman
    Alice Hoffman is an American novelist best known for her works of magical realism, including the novel that inspired the film "Practical Magic."
  • E. Beverly Lowry
    Beverly Lowry is an American author known for her novels and nonfiction works that often explore Southern life, crime, and complex female characters.
  • 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_69d87f2880b48190ae1a9673a3bbef80 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e319da3c6c8190a9ccf744996c31e8 completed April 18, 2026, 5:42 a.m.
NED1 Entity disambiguation (via context triple) batch_6a00356658e881908131a3c60ed5499d completed May 10, 2026, 7:36 a.m.
NEDg Description generation batch_6a00383a7180819092ea605aa8ef1672 completed May 10, 2026, 7:48 a.m.
NED2 Entity disambiguation (via description) batch_6a00391645ac819092a06dc6813604fa completed May 10, 2026, 7:51 a.m.
Created at: April 10, 2026, 5:08 a.m.