Triple

T2619306
Position Surface form Disambiguated ID Type / Status
Subject Bentley University E58965 entity
Predicate hasCollege P113 FINISHED
Object McCallum Graduate School of Business
McCallum Graduate School of Business is the graduate business school of Bentley University, offering advanced programs in areas such as finance, analytics, and management.
 E283159 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: McCallum Graduate School of Business | Statement: [Bentley University, hasCollege, McCallum Graduate School of Business]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: McCallum Graduate School of Business
Context triple: [Bentley University, hasCollege, McCallum Graduate School of Business]
  • A. Quinlan School of Business
    Quinlan School of Business is the business school of Loyola University Chicago, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
  • B. Hankamer School of Business
    Hankamer School of Business is the business school of Baylor University, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
  • C. Leavey School of Business
    The Leavey School of Business is the business school of Santa Clara University, known for its strong programs in entrepreneurship, innovation, and Silicon Valley–focused business education.
  • D. Edwards School of Business
    Edwards School of Business is the University of Saskatchewan’s business school, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
  • E. Sykes College of Business
    Sykes College of Business is the business school of the University of Tampa, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
  • 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: McCallum Graduate School of Business
Triple: [Bentley University, hasCollege, McCallum Graduate School of Business]
Generated description
McCallum Graduate School of Business is the graduate business school of Bentley University, offering advanced programs in areas such as finance, analytics, and management.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: McCallum Graduate School of Business
Target entity description: McCallum Graduate School of Business is the graduate business school of Bentley University, offering advanced programs in areas such as finance, analytics, and management.
  • A. Quinlan School of Business
    Quinlan School of Business is the business school of Loyola University Chicago, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
  • B. Hankamer School of Business
    Hankamer School of Business is the business school of Baylor University, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
  • C. Leavey School of Business
    The Leavey School of Business is the business school of Santa Clara University, known for its strong programs in entrepreneurship, innovation, and Silicon Valley–focused business education.
  • D. Edwards School of Business
    Edwards School of Business is the University of Saskatchewan’s business school, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
  • E. Sykes College of Business
    Sykes College of Business is the business school of the University of Tampa, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
  • 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_69ab4ac444dc819099614e534dd6021f completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abd8962b348190a059519778ea4dba completed March 7, 2026, 7:49 a.m.
NED1 Entity disambiguation (via context triple) batch_69af908ba2908190b535d96c6f0e76ba completed March 10, 2026, 3:31 a.m.
NEDg Description generation batch_69af914ebc80819091524d1a4c316337 completed March 10, 2026, 3:34 a.m.
NED2 Entity disambiguation (via description) batch_69af91cc03648190936adfcccb6017de completed March 10, 2026, 3:36 a.m.
Created at: March 6, 2026, 9:50 p.m.