Triple

T7520700

Position	Surface form	Disambiguated ID	Type / Status
Subject	USC Marshall School of Business	`E177760`	entity
Predicate	affiliation	`P10`	FINISHED
Object	USC Leventhal School of Accounting USC Leventhal School of Accounting is the accounting school within the University of Southern California renowned for its rigorous programs in accounting, auditing, and financial reporting.	`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, affiliation, 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, affiliation, 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, affiliation, USC Leventhal School of Accounting]

Generated description

USC Leventhal School of Accounting is the accounting school within the University of Southern California renowned for its rigorous programs in accounting, auditing, and financial reporting.

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 within the University of Southern California renowned for its rigorous programs in accounting, auditing, and financial reporting.

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_69c84629f00c8190a64d51586bd3b96c`	completed	March 28, 2026, 9:20 p.m.
NEDg	Description generation	`batch_69c8471da6c481909b48db7ad6e9426d`	completed	March 28, 2026, 9:24 p.m.
NED2	Entity disambiguation (via description)	`batch_69c848049f548190b8c9a9c3d3aeed45`	completed	March 28, 2026, 9:28 p.m.

Created at: March 27, 2026, 3:46 p.m.