Triple

T7520721
Position Surface form Disambiguated ID Type / Status
Subject USC Marshall School of Business E177760 entity
Predicate hasDepartment P35 FINISHED
Object USC Leventhal School of Accounting
USC Leventhal School of Accounting is the accounting school at the University of Southern California, renowned for its rigorous programs in accounting, auditing, and related business disciplines.
 E177760 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: USC Leventhal School of Accounting | Statement: [USC Marshall School of Business, hasDepartment, USC Leventhal School of Accounting]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: USC Leventhal School of Accounting
Context triple: [USC Marshall School of Business, hasDepartment, USC Leventhal School of Accounting]
  • A. USC Marshall School of Business
    USC Marshall School of Business is the University of Southern California’s renowned business school, known for its strong programs in entrepreneurship, global business, and accounting.
  • B. Fisher School of Accounting
    The Fisher School of Accounting is a specialized academic unit focused on accounting education and research within the Warrington College of Business at the University of Florida.
  • C. UCLA Anderson School of Management
    UCLA Anderson School of Management is a leading graduate business school at the University of California, Los Angeles, renowned for its MBA and other management programs.
  • D. 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.
  • E. Spears School of Business
    Spears School of Business is the business college of Oklahoma State University, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
  • 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: USC Leventhal School of Accounting
Triple: [USC Marshall School of Business, hasDepartment, USC Leventhal School of Accounting]
Generated description
USC Leventhal School of Accounting is the accounting school at the University of Southern California, renowned for its rigorous programs in accounting, auditing, and related business disciplines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: USC Leventhal School of Accounting
Target entity description: USC Leventhal School of Accounting is the accounting school at the University of Southern California, renowned for its rigorous programs in accounting, auditing, and related business disciplines.
  • A. USC Marshall School of Business chosen
    USC Marshall School of Business is the University of Southern California’s renowned business school, known for its strong programs in entrepreneurship, global business, and accounting.
  • B. Fisher School of Accounting
    The Fisher School of Accounting is a specialized academic unit focused on accounting education and research within the Warrington College of Business at the University of Florida.
  • C. UCLA Anderson School of Management
    UCLA Anderson School of Management is a leading graduate business school at the University of California, Los Angeles, renowned for its MBA and other management programs.
  • D. 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.
  • E. Spears School of Business
    Spears School of Business is the business college of Oklahoma State University, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
  • 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_69c69f2891148190a484f3b8222c6f1b completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f7c2ad6c8190b822c0a5b80e7829 completed March 27, 2026, 9:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69c84efbbed48190baa687bb738a0c54 completed March 28, 2026, 9:58 p.m.
NEDg Description generation batch_69c85331d7a48190be801f1f7350af85 completed March 28, 2026, 10:16 p.m.
NED2 Entity disambiguation (via description) batch_69c85401d2048190a44830366b7f0ed4 completed March 28, 2026, 10:19 p.m.
Created at: March 27, 2026, 3:46 p.m.