Triple

T6013069

Position	Surface form	Disambiguated ID	Type / Status
Subject	Texas A&M International University	`E133880`	entity
Predicate	hasAcademicUnit	`P1488`	FINISHED
Object	A. R. Sanchez, Jr. School of Business The A. R. Sanchez, Jr. School of Business is the business school of Texas A&M International University, offering undergraduate and graduate programs in areas such as accounting, finance, management, and international business.	`E562619`	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: A. R. Sanchez, Jr. School of Business | Statement: [Texas A&M International University, hasAcademicUnit, A. R. Sanchez, Jr. School of Business]

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

Target entity: A. R. Sanchez, Jr. School of Business
Context triple: [Texas A&M International University, hasAcademicUnit, A. R. Sanchez, Jr. School of Business]

A. W. Paul Cole, Jr. School of Business
The W. Paul Cole, Jr. School of Business is the business education division of Bluefield State University, offering undergraduate programs focused on management, accounting, and related business disciplines.
B. Sellinger School of Business and Management
The Sellinger School of Business and Management is the business school of Loyola University Maryland, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
C. Melvin D. and Valorie G. Booth School of Business
The Melvin D. and Valorie G. Booth School of Business is the business education division of Northwest Missouri State University, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
D. A. B. Freeman School of Business
The A. B. Freeman School of Business is the business school of Tulane University, offering undergraduate, graduate, and executive programs in business and management.
E. W. Frank Barton School of Business
The W. Frank Barton School of Business is the business school of Wichita 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: A. R. Sanchez, Jr. School of Business
Triple: [Texas A&M International University, hasAcademicUnit, A. R. Sanchez, Jr. School of Business]

Generated description

The A. R. Sanchez, Jr. School of Business is the business school of Texas A&M International University, offering undergraduate and graduate programs in areas such as accounting, finance, management, and international business.

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

Target entity: A. R. Sanchez, Jr. School of Business
Target entity description: The A. R. Sanchez, Jr. School of Business is the business school of Texas A&M International University, offering undergraduate and graduate programs in areas such as accounting, finance, management, and international business.

A. W. Paul Cole, Jr. School of Business
The W. Paul Cole, Jr. School of Business is the business education division of Bluefield State University, offering undergraduate programs focused on management, accounting, and related business disciplines.
B. Sellinger School of Business and Management
The Sellinger School of Business and Management is the business school of Loyola University Maryland, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
C. Melvin D. and Valorie G. Booth School of Business
The Melvin D. and Valorie G. Booth School of Business is the business education division of Northwest Missouri State University, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
D. A. B. Freeman School of Business
The A. B. Freeman School of Business is the business school of Tulane University, offering undergraduate, graduate, and executive programs in business and management.
E. W. Frank Barton School of Business
The W. Frank Barton School of Business is the business school of Wichita State University, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
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_69c0087361a48190905c6b55969852b8`	completed	March 22, 2026, 3:19 p.m.
NER	Named-entity recognition	`batch_69c04f528acc8190bc6943d812460b57`	completed	March 22, 2026, 8:21 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c108a7afe88190adeb690f40b2e1e9`	completed	March 23, 2026, 9:32 a.m.
NEDg	Description generation	`batch_69c10b5816548190b73f19e12cdf8e03`	completed	March 23, 2026, 9:43 a.m.
NED2	Entity disambiguation (via description)	`batch_69c10c39fb848190a557278d3cd23560`	completed	March 23, 2026, 9:47 a.m.

Created at: March 22, 2026, 4:06 p.m.