Triple

T3509293

Position	Surface form	Disambiguated ID	Type / Status
Subject	University of Arkansas	`E74155`	entity
Predicate	hasFacility	`P105`	FINISHED
Object	Sam M. Walton College of Business The Sam M. Walton College of Business is the University of Arkansas’s business school, known for its strong programs in retail, supply chain management, and entrepreneurship, supported by close ties to major corporations like Walmart.	`E362552`	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: Sam M. Walton College of Business | Statement: [University of Arkansas, hasFacility, Sam M. Walton College of Business]

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

Target entity: Sam M. Walton College of Business
Context triple: [University of Arkansas, hasFacility, Sam M. Walton College of Business]

A. Belk College of Business
Belk College of Business is the business school of the University of North Carolina at Charlotte, offering undergraduate and graduate programs in fields such as accounting, finance, management, and marketing.
B. Haslam College of Business
Haslam College of Business is the University of Tennessee, Knoxville’s flagship business school, offering undergraduate, graduate, and executive programs in fields such as accounting, finance, supply chain management, and business analytics.
C. Rawls College of Business
Rawls College of Business is the business school of Texas Tech University, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
D. Cox School of Business
Cox School of Business is the business school of Southern Methodist University in Dallas, Texas, known for its MBA and undergraduate business programs.
E. Darla Moore School of Business
The Darla Moore School of Business is the University of South Carolina’s renowned business school, recognized for its strong programs in international business and supply chain 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: Sam M. Walton College of Business
Triple: [University of Arkansas, hasFacility, Sam M. Walton College of Business]

Generated description

The Sam M. Walton College of Business is the University of Arkansas’s business school, known for its strong programs in retail, supply chain management, and entrepreneurship, supported by close ties to major corporations like Walmart.

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

Target entity: Sam M. Walton College of Business
Target entity description: The Sam M. Walton College of Business is the University of Arkansas’s business school, known for its strong programs in retail, supply chain management, and entrepreneurship, supported by close ties to major corporations like Walmart.

A. Belk College of Business
Belk College of Business is the business school of the University of North Carolina at Charlotte, offering undergraduate and graduate programs in fields such as accounting, finance, management, and marketing.
B. Haslam College of Business
Haslam College of Business is the University of Tennessee, Knoxville’s flagship business school, offering undergraduate, graduate, and executive programs in fields such as accounting, finance, supply chain management, and business analytics.
C. Rawls College of Business
Rawls College of Business is the business school of Texas Tech University, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
D. Cox School of Business
Cox School of Business is the business school of Southern Methodist University in Dallas, Texas, known for its MBA and undergraduate business programs.
E. Darla Moore School of Business
The Darla Moore School of Business is the University of South Carolina’s renowned business school, recognized for its strong programs in international business and supply chain 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_69ad85ce7a9c81909ddc5cf0cb67a6e3`	completed	March 8, 2026, 2:21 p.m.
NER	Named-entity recognition	`batch_69adbc0cc394819087a9b598023f4f93`	completed	March 8, 2026, 6:12 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b373e3cd808190807d4acae2942a9d`	completed	March 13, 2026, 2:18 a.m.
NEDg	Description generation	`batch_69b3746f1de4819091c5bcbf8a988ef1`	completed	March 13, 2026, 2:20 a.m.
NED2	Entity disambiguation (via description)	`batch_69b374f7274481909569a05060e6822c`	completed	March 13, 2026, 2:22 a.m.

Created at: March 8, 2026, 3:18 p.m.