Triple

T4550425
Position Surface form Disambiguated ID Type / Status
Subject Babson College E110148 entity
Predicate founder P104 FINISHED
Object Roger W. Babson
Roger W. Babson was an American entrepreneur, economist, and business theorist known for his influential market forecasts and for establishing educational and financial institutions.
E451179 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: Roger W. Babson | Statement: [Babson College, founder, Roger W. Babson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Roger W. Babson
Context triple: [Babson College, founder, Roger W. Babson]
  • A. Frederick S. Pardee
    Frederick S. Pardee was an American philanthropist and former RAND Corporation researcher known for his major contributions to policy research and higher education, particularly in international and global studies.
  • B. Thomas W. Lamont
    Thomas W. Lamont was a prominent American banker and philanthropist associated with J.P. Morgan & Co. whose support for education and the arts led to institutions such as Harvard’s Lamont Library bearing his name.
  • C. Alfred E. Kahn
    Alfred E. Kahn was an American economist and regulator best known as the chief architect of U.S. airline deregulation in the late 1970s.
  • D. Edward Mead Johnson
    Edward Mead Johnson was an American businessman and co-founder of the healthcare company Johnson & Johnson, later known for establishing a major infant nutrition business.
  • E. John J. Raskob
    John J. Raskob was an American businessman and financier best known for masterminding and financing the construction of New York City's Empire State Building.
  • 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: Roger W. Babson
Triple: [Babson College, founder, Roger W. Babson]
Generated description
Roger W. Babson was an American entrepreneur, economist, and business theorist known for his influential market forecasts and for establishing educational and financial institutions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Roger W. Babson
Target entity description: Roger W. Babson was an American entrepreneur, economist, and business theorist known for his influential market forecasts and for establishing educational and financial institutions.
  • A. Frederick S. Pardee
    Frederick S. Pardee was an American philanthropist and former RAND Corporation researcher known for his major contributions to policy research and higher education, particularly in international and global studies.
  • B. Thomas W. Lamont
    Thomas W. Lamont was a prominent American banker and philanthropist associated with J.P. Morgan & Co. whose support for education and the arts led to institutions such as Harvard’s Lamont Library bearing his name.
  • C. Alfred E. Kahn
    Alfred E. Kahn was an American economist and regulator best known as the chief architect of U.S. airline deregulation in the late 1970s.
  • D. Edward Mead Johnson
    Edward Mead Johnson was an American businessman and co-founder of the healthcare company Johnson & Johnson, later known for establishing a major infant nutrition business.
  • E. John J. Raskob
    John J. Raskob was an American businessman and financier best known for masterminding and financing the construction of New York City's Empire State Building.
  • 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_69bd4412524c8190be5bcc9ddee91848 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd57f5a0a081909977ccbb8aba633c completed March 20, 2026, 2:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdb94cab408190956ef333aa810a3b completed March 20, 2026, 9:17 p.m.
NEDg Description generation batch_69bdbb54723081908f9c3f7100b37e74 completed March 20, 2026, 9:25 p.m.
NED2 Entity disambiguation (via description) batch_69bdbbd02d188190bd531221a0ab9d73 completed March 20, 2026, 9:27 p.m.
Created at: March 20, 2026, 1:05 p.m.