Triple

T2685293
Position Surface form Disambiguated ID Type / Status
Subject University of Richmond E57469 entity
Predicate hasAcademicDivision P50 FINISHED
Object Robins School of Business
Robins School of Business is the business school of the University of Richmond, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
 E287551 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: Robins School of Business | Statement: [University of Richmond, hasAcademicDivision, Robins School of Business]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Robins School of Business
Context triple: [University of Richmond, hasAcademicDivision, Robins School of Business]
  • A. Booth School of Business
    Booth School of Business is the University of Chicago’s renowned graduate business school, known for its rigorous analytical approach to economics, finance, and management education.
  • B. Ross School of Business
    Ross School of Business is the University of Michigan’s renowned business school, known for its action-based learning approach and strong programs in MBA and undergraduate business education.
  • C. Craig School of Business
    Craig School of Business is the business school of California State University, Fresno, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
  • 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. Robinson College of Business
    Robinson College of Business is the business school of Georgia State University, known for its programs in business, management, and related fields.
  • 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: Robins School of Business
Triple: [University of Richmond, hasAcademicDivision, Robins School of Business]
Generated description
Robins School of Business is the business school of the University of Richmond, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Robins School of Business
Target entity description: Robins School of Business is the business school of the University of Richmond, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
  • A. Booth School of Business
    Booth School of Business is the University of Chicago’s renowned graduate business school, known for its rigorous analytical approach to economics, finance, and management education.
  • B. Ross School of Business
    Ross School of Business is the University of Michigan’s renowned business school, known for its action-based learning approach and strong programs in MBA and undergraduate business education.
  • C. Craig School of Business
    Craig School of Business is the business school of California State University, Fresno, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
  • 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. Robinson College of Business
    Robinson College of Business is the business school of Georgia State University, known for its programs in business, management, and related fields.
  • 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_69ab4a5028388190a36f3baf1588309e completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abd9edba5c8190b86d6cba0f1964e2 completed March 7, 2026, 7:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69afa0700d548190944544495a2d42f6 completed March 10, 2026, 4:39 a.m.
NEDg Description generation batch_69afa1196aac81909b25557dff5acf5e completed March 10, 2026, 4:42 a.m.
NED2 Entity disambiguation (via description) batch_69afa1ab8da8819090af3ed60b417040 completed March 10, 2026, 4:44 a.m.
Created at: March 6, 2026, 9:54 p.m.