Triple

T2553417
Position Surface form Disambiguated ID Type / Status
Subject Barnes & Noble E56677 entity
Predicate hasSubsidiary P254 FINISHED
Object Barnes & Noble College Booksellers
Barnes & Noble College Booksellers is a subsidiary company that operates college and university campus bookstores across the United States.
 E56677 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: Barnes & Noble College Booksellers | Statement: [Barnes & Noble, hasSubsidiary, Barnes & Noble College Booksellers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Barnes & Noble College Booksellers
Context triple: [Barnes & Noble, hasSubsidiary, Barnes & Noble College Booksellers]
  • A. Barnes & Noble
    Barnes & Noble is a major American bookselling chain known for its large retail bookstores that offer a wide selection of books, magazines, and related media, often alongside in-store cafés.
  • B. Barnes & Noble Café
    Barnes & Noble Café is the in-store coffee shop chain typically found inside Barnes & Noble bookstores, offering beverages, snacks, and a place to read or work.
  • C. Barnes & Noble Press
    Barnes & Noble Press is Barnes & Noble’s self-publishing platform that enables authors to create, publish, and distribute print and digital books through the retailer’s channels.
  • D. Harvard Coop
    Harvard Coop is a historic, student-oriented bookstore and cooperative retail store serving the Harvard University community in Cambridge, Massachusetts.
  • E. Athenaeum Boekhandel
    Athenaeum Boekhandel is a renowned independent bookstore in Amsterdam, known for its extensive selection of academic, literary, and international titles.
  • 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: Barnes & Noble College Booksellers
Triple: [Barnes & Noble, hasSubsidiary, Barnes & Noble College Booksellers]
Generated description
Barnes & Noble College Booksellers is a subsidiary company that operates college and university campus bookstores across the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Barnes & Noble College Booksellers
Target entity description: Barnes & Noble College Booksellers is a subsidiary company that operates college and university campus bookstores across the United States.
  • A. Barnes & Noble chosen
    Barnes & Noble is a major American bookselling chain known for its large retail bookstores that offer a wide selection of books, magazines, and related media, often alongside in-store cafés.
  • B. Barnes & Noble Café
    Barnes & Noble Café is the in-store coffee shop chain typically found inside Barnes & Noble bookstores, offering beverages, snacks, and a place to read or work.
  • C. Barnes & Noble Press
    Barnes & Noble Press is Barnes & Noble’s self-publishing platform that enables authors to create, publish, and distribute print and digital books through the retailer’s channels.
  • D. Harvard Coop
    Harvard Coop is a historic, student-oriented bookstore and cooperative retail store serving the Harvard University community in Cambridge, Massachusetts.
  • E. Athenaeum Boekhandel
    Athenaeum Boekhandel is a renowned independent bookstore in Amsterdam, known for its extensive selection of academic, literary, and international titles.
  • F. None of above.

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_69ab4a4bfec081908039988ec4c86e28 completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abd30bc6388190b78f2f931eb54041 completed March 7, 2026, 7:26 a.m.
NED1 Entity disambiguation (via context triple) batch_69af839ead648190a8781299da30969b completed March 10, 2026, 2:36 a.m.
NEDg Description generation batch_69af8421dae081909fd8c7ac37cd96f3 completed March 10, 2026, 2:38 a.m.
NED2 Entity disambiguation (via description) batch_69af8487bcac819085b6f5827a48696a completed March 10, 2026, 2:40 a.m.
Created at: March 6, 2026, 9:48 p.m.