Triple

T732651

Position	Surface form	Disambiguated ID	Type / Status
Subject	Brandeis University	`E14863`	entity
Predicate	hasAcademicUnit	`P1488`	FINISHED
Object	Brandeis International Business School Brandeis International Business School is a graduate school specializing in international economics, finance, and business, known for its global focus and quantitative approach to management education.	`E95351`	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: Brandeis International Business School | Statement: [Brandeis University, hasAcademicUnit, Brandeis International Business School]

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

Target entity: Brandeis International Business School
Context triple: [Brandeis University, hasAcademicUnit, Brandeis International Business School]

A. Isenberg School of Management
The Isenberg School of Management is the business school of the University of Massachusetts Amherst, known for its strong programs in accounting, finance, and online MBA education.
B. Columbia Business School
Columbia Business School is a leading Ivy League graduate business school at Columbia University in New York City, renowned for its rigorous MBA and finance programs and influential alumni.
C. Yale School of Management
Yale School of Management is the graduate business school of Yale University, known for its integrated curriculum, strong emphasis on leadership and social impact, and global orientation.
D. Ross School of Business
Ross School of Business is the University of Michigan’s renowned business school, known for its action-based learning approach and strong programs in MBA and undergraduate business education.
E. Seidman College of Business
Seidman College of Business is the business school of Grand Valley 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: Brandeis International Business School
Triple: [Brandeis University, hasAcademicUnit, Brandeis International Business School]

Generated description

Brandeis International Business School is a graduate school specializing in international economics, finance, and business, known for its global focus and quantitative approach to management education.

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

Target entity: Brandeis International Business School
Target entity description: Brandeis International Business School is a graduate school specializing in international economics, finance, and business, known for its global focus and quantitative approach to management education.

A. Isenberg School of Management
The Isenberg School of Management is the business school of the University of Massachusetts Amherst, known for its strong programs in accounting, finance, and online MBA education.
B. Columbia Business School
Columbia Business School is a leading Ivy League graduate business school at Columbia University in New York City, renowned for its rigorous MBA and finance programs and influential alumni.
C. Yale School of Management
Yale School of Management is the graduate business school of Yale University, known for its integrated curriculum, strong emphasis on leadership and social impact, and global orientation.
D. Ross School of Business
Ross School of Business is the University of Michigan’s renowned business school, known for its action-based learning approach and strong programs in MBA and undergraduate business education.
E. Seidman College of Business
Seidman College of Business is the business school of Grand Valley 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_69a4934d9930819099eed80096b0597d`	completed	March 1, 2026, 7:28 p.m.
NER	Named-entity recognition	`batch_69a4a5d5a6b48190a2c81bfc3c6faa25`	completed	March 1, 2026, 8:47 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69a6891b6d908190823a9a09cef5c7da`	completed	March 3, 2026, 7:09 a.m.
NEDg	Description generation	`batch_69a68b72910081908792bc4760b0610a`	completed	March 3, 2026, 7:19 a.m.
NED2	Entity disambiguation (via description)	`batch_69a6d634d6f08190a59ebda3bfe0d3db`	completed	March 3, 2026, 12:38 p.m.

Created at: March 1, 2026, 7:37 p.m.