Triple

T2553391
Position Surface form Disambiguated ID Type / Status
Subject Barnes & Noble E56677 entity
Predicate foundedBy P104 FINISHED
Object Charles M. Barnes
Charles M. Barnes was an American entrepreneur and bookseller best known as a co-founder of the Barnes & Noble bookstore chain.
E690925 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: Charles M. Barnes | Statement: [Barnes & Noble, foundedBy, Charles M. Barnes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Charles M. Barnes
Context triple: [Barnes & Noble, foundedBy, Charles M. Barnes]
  • A. Charles R. Boling
    Charles R. Boling was a prominent supporter and benefactor of the University of Tennessee whose contributions led to the major campus venue Thompson–Boling Arena bearing his name.
  • B. Charles S. Hamlin
    Charles S. Hamlin was an American lawyer and public official who became the first chairman of the Federal Reserve Board, helping to establish the early framework of U.S. central banking policy.
  • C. Franklin H. Martin
    Franklin H. Martin was an American surgeon and medical leader best known for founding and guiding the development of the American College of Surgeons.
  • D. Donald W. Sherburne
    Donald W. Sherburne was an American philosopher and prominent interpreter of Alfred North Whitehead’s process philosophy.
  • E. Charles B. Reed
    Charles B. Reed was an American academic administrator who led the California State University system as its chancellor, overseeing one of the largest public university systems in the United States.
  • 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: Charles M. Barnes
Triple: [Barnes & Noble, foundedBy, Charles M. Barnes]
Generated description
Charles M. Barnes was an American entrepreneur and bookseller best known as a co-founder of the Barnes & Noble bookstore chain.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Charles M. Barnes
Target entity description: Charles M. Barnes was an American entrepreneur and bookseller best known as a co-founder of the Barnes & Noble bookstore chain.
  • A. Charles R. Boling
    Charles R. Boling was a prominent supporter and benefactor of the University of Tennessee whose contributions led to the major campus venue Thompson–Boling Arena bearing his name.
  • B. Charles S. Hamlin
    Charles S. Hamlin was an American lawyer and public official who became the first chairman of the Federal Reserve Board, helping to establish the early framework of U.S. central banking policy.
  • C. Franklin H. Martin
    Franklin H. Martin was an American surgeon and medical leader best known for founding and guiding the development of the American College of Surgeons.
  • D. Donald W. Sherburne
    Donald W. Sherburne was an American philosopher and prominent interpreter of Alfred North Whitehead’s process philosophy.
  • E. Charles B. Reed
    Charles B. Reed was an American academic administrator who led the California State University system as its chancellor, overseeing one of the largest public university systems in the United States.
  • 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_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_69c95fea69f081908995d192c4e1977f completed March 29, 2026, 5:22 p.m.
NEDg Description generation batch_69c961168d8c81908558193941fc4317 completed March 29, 2026, 5:27 p.m.
NED2 Entity disambiguation (via description) batch_69c9614a39688190bf248c3ed611a560 completed March 29, 2026, 5:28 p.m.
Created at: March 6, 2026, 9:48 p.m.