Triple

T2599474
Position Surface form Disambiguated ID Type / Status
Subject André Schiffrin E58307 entity
Predicate notableWork P4 FINISHED
Object The Business of Books
The Business of Books is a memoir and critical examination of the publishing industry by editor and publisher André Schiffrin, exploring the impact of corporate consolidation on literary culture and independent publishing.
E282659 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: The Business of Books | Statement: [André Schiffrin, notableWork, The Business of Books]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Business of Books
Context triple: [André Schiffrin, notableWork, The Business of Books]
  • A. The Bookseller
    The Bookseller is a long-established UK publishing trade magazine and media brand that covers and supports the book industry, including organizing major literary awards.
  • B. Among My Books
    "Among My Books" is a collection of literary essays by American poet and critic James Russell Lowell, in which he offers scholarly and reflective studies of major authors and their works.
  • C. House of the Book
    House of the Book is the former name of the historic Singer House, an iconic early 20th-century Art Nouveau building in Saint Petersburg, Russia.
  • D. The Business of Happiness
    The Business of Happiness is a book by entrepreneur and sports team owner Ted Leonsis that blends memoir and business advice to argue that true success comes from pursuing happiness, meaning, and service to others alongside financial achievement.
  • E. Pan Books
    Pan Books is a British publishing imprint known for producing popular fiction and classic titles, including major science fiction works.
  • 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: The Business of Books
Triple: [André Schiffrin, notableWork, The Business of Books]
Generated description
The Business of Books is a memoir and critical examination of the publishing industry by editor and publisher André Schiffrin, exploring the impact of corporate consolidation on literary culture and independent publishing.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Business of Books
Target entity description: The Business of Books is a memoir and critical examination of the publishing industry by editor and publisher André Schiffrin, exploring the impact of corporate consolidation on literary culture and independent publishing.
  • A. The Bookseller
    The Bookseller is a long-established UK publishing trade magazine and media brand that covers and supports the book industry, including organizing major literary awards.
  • B. Among My Books
    "Among My Books" is a collection of literary essays by American poet and critic James Russell Lowell, in which he offers scholarly and reflective studies of major authors and their works.
  • C. House of the Book
    House of the Book is the former name of the historic Singer House, an iconic early 20th-century Art Nouveau building in Saint Petersburg, Russia.
  • D. The Business of Happiness
    The Business of Happiness is a book by entrepreneur and sports team owner Ted Leonsis that blends memoir and business advice to argue that true success comes from pursuing happiness, meaning, and service to others alongside financial achievement.
  • E. Pan Books
    Pan Books is a British publishing imprint known for producing popular fiction and classic titles, including major science fiction works.
  • 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_69ab4ac14040819098b13f4a27d5c8ff completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abd457564c819080d8c8818c02545a completed March 7, 2026, 7:31 a.m.
NED1 Entity disambiguation (via context triple) batch_69af83cfdd6081908cdeb21243e73dda completed March 10, 2026, 2:37 a.m.
NEDg Description generation batch_69af878cfbd8819092e81326bbb1dfd3 completed March 10, 2026, 2:53 a.m.
NED2 Entity disambiguation (via description) batch_69af8809574c819087ebf57cf5cffb7c completed March 10, 2026, 2:55 a.m.
Created at: March 6, 2026, 9:49 p.m.