Triple

T4721877

Position	Surface form	Disambiguated ID	Type / Status
Subject	Alabama A&M University	`E104786`	entity
Predicate	hasCollege	`P113`	FINISHED
Object	College of Business and Public Affairs The College of Business and Public Affairs is an academic division of Alabama A&M University that offers programs in business, management, and public administration to prepare students for leadership roles in the private and public sectors.	`E464908`	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 Business and Public Affairs | Statement: [Alabama A&M University, hasCollege, College of Business and Public Affairs]

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

Target entity: College of Business and Public Affairs
Context triple: [Alabama A&M University, hasCollege, College of Business and Public Affairs]

A. School of Business and Public Administration
The School of Business and Public Administration is an academic unit at California State University, Bakersfield that offers undergraduate and graduate programs in business and public sector management.
B. College of Business Administration and Public Policy
The College of Business Administration and Public Policy is an academic unit at California State University, Dominguez Hills that offers undergraduate and graduate programs focused on business, management, and public policy education.
C. College of Business Administration
The College of Business Administration is the business school of the University of New Orleans, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
D. College of Business Administration
The College of Business Administration is a faculty of Yokohama National University specializing in education and research in business, management, and related fields.
E. College of Business Administration
The College of Business Administration is Kuwait University's business school, offering undergraduate and graduate programs in fields such as management, finance, accounting, 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: College of Business and Public Affairs
Triple: [Alabama A&M University, hasCollege, College of Business and Public Affairs]

Generated description

The College of Business and Public Affairs is an academic division of Alabama A&M University that offers programs in business, management, and public administration to prepare students for leadership roles in the private and public sectors.

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

Target entity: College of Business and Public Affairs
Target entity description: The College of Business and Public Affairs is an academic division of Alabama A&M University that offers programs in business, management, and public administration to prepare students for leadership roles in the private and public sectors.

A. School of Business and Public Administration
The School of Business and Public Administration is an academic unit at California State University, Bakersfield that offers undergraduate and graduate programs in business and public sector management.
B. College of Business Administration and Public Policy
The College of Business Administration and Public Policy is an academic unit at California State University, Dominguez Hills that offers undergraduate and graduate programs focused on business, management, and public policy education.
C. College of Business Administration
The College of Business Administration is the business school of the University of New Orleans, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
D. College of Business Administration
The College of Business Administration is the business school of the University of Missouri–St. Louis, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
E. College of Business Administration
The College of Business Administration is Kuwait University's business school, offering undergraduate and graduate programs in fields such as management, finance, accounting, 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_69bd43ed84648190ae0b7ee8e8d00482`	completed	March 20, 2026, 12:56 p.m.
NER	Named-entity recognition	`batch_69bd642b82008190bb70dd60a4149502`	completed	March 20, 2026, 3:13 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69be1094fd9c81909e12723394f9ae0a`	completed	March 21, 2026, 3:29 a.m.
NEDg	Description generation	`batch_69be12b1c9088190bb6b307bfc46b75c`	completed	March 21, 2026, 3:38 a.m.
NED2	Entity disambiguation (via description)	`batch_69be1318d494819084fac7c6d16db4e5`	completed	March 21, 2026, 3:40 a.m.

Created at: March 20, 2026, 1:18 p.m.