Triple

T7520698

Position	Surface form	Disambiguated ID	Type / Status
Subject	USC Marshall School of Business	`E177760`	entity
Predicate	formerName	`P65`	FINISHED
Object	College of Commerce and Business Administration The College of Commerce and Business Administration was the earlier name of the USC Marshall School of Business, a leading business school at the University of Southern California known for its programs in business and management education.	`E672027`	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: College of Commerce and Business Administration | Statement: [USC Marshall School of Business, formerName, College of Commerce and Business Administration]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: College of Commerce and Business Administration
Context triple: [USC Marshall School of Business, formerName, College of Commerce and Business Administration]

A. College of Commerce and Business Administration
The College of Commerce and Business Administration was the former name of the Culverhouse College of Business at the University of Alabama, a major business school offering undergraduate and graduate programs in fields such as accounting, finance, and management.
B. College of Commerce and Business Administration
The College of Commerce and Business Administration was the former name of the University of Illinois at Urbana-Champaign’s business school, now known as Gies College of Business.
C. College of Commerce and Economics
The College of Commerce and Economics is a constituent academic unit of Yonsei University specializing in business, economics, and related social science disciplines.
D. College of Commerce
The College of Commerce was the original name of the Haas School of Business at the University of California, Berkeley, a leading institution for business education and research.
E. College of Commerce
The College of Commerce, now known as the Edwards School of Business, was a business education institution that formed the foundation of the University of Saskatchewan’s modern business school.
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: College of Commerce and Business Administration
Triple: [USC Marshall School of Business, formerName, College of Commerce and Business Administration]

Generated description

The College of Commerce and Business Administration was the earlier name of the USC Marshall School of Business, a leading business school at the University of Southern California known for its programs in business and management education.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: College of Commerce and Business Administration
Target entity description: The College of Commerce and Business Administration was the earlier name of the USC Marshall School of Business, a leading business school at the University of Southern California known for its programs in business and management education.

A. College of Commerce and Business Administration
The College of Commerce and Business Administration was the former name of the University of Illinois at Urbana-Champaign’s business school, now known as Gies College of Business.
B. College of Commerce and Business Administration
The College of Commerce and Business Administration was the former name of the Culverhouse College of Business at the University of Alabama, a major business school offering undergraduate and graduate programs in fields such as accounting, finance, and management.
C. College of Commerce and Economics
The College of Commerce and Economics is a constituent academic unit of Yonsei University specializing in business, economics, and related social science disciplines.
D. College of Commerce
The College of Commerce was the original name of the Haas School of Business at the University of California, Berkeley, a leading institution for business education and research.
E. College of Commerce
The College of Commerce, now known as the Edwards School of Business, was a business education institution that formed the foundation of the University of Saskatchewan’s modern business school.
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_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.