Triple

T1994594

Position	Surface form	Disambiguated ID	Type / Status
Subject	Case Western Reserve University	`E43328`	entity
Predicate	hasCollege	`P113`	FINISHED
Object	Weatherhead School of Management Weatherhead School of Management is the business school of Case Western Reserve University, known for its programs in management education, research, and leadership development.	`E224320`	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: Weatherhead School of Management | Statement: [Case Western Reserve University, hasCollege, Weatherhead School of Management]

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

Target entity: Weatherhead School of Management
Context triple: [Case Western Reserve University, hasCollege, Weatherhead School of Management]

A. 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.
B. 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.
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. Anderson School of Management
Anderson School of Management is the graduate business school of the University of California, Los Angeles, known for its MBA, executive education, and research programs in management and finance.
E. NYU Stern School of Business
NYU Stern School of Business is a leading business school in New York City known for its strong finance programs, research, and connections to Wall Street.
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: Weatherhead School of Management
Triple: [Case Western Reserve University, hasCollege, Weatherhead School of Management]

Generated description

Weatherhead School of Management is the business school of Case Western Reserve University, known for its programs in management education, research, and leadership development.

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

Target entity: Weatherhead School of Management
Target entity description: Weatherhead School of Management is the business school of Case Western Reserve University, known for its programs in management education, research, and leadership development.

A. 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.
B. 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.
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. Anderson School of Management
Anderson School of Management is the graduate business school of the University of California, Los Angeles, known for its MBA, executive education, and research programs in management and finance.
E. NYU Stern School of Business
NYU Stern School of Business is a leading business school in New York City known for its strong finance programs, research, and connections to Wall Street.
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_69a88714cf2c819081644be450b8356e`	completed	March 4, 2026, 7:25 p.m.
NER	Named-entity recognition	`batch_69abb8640f30819080322bddb85881f1`	completed	March 7, 2026, 5:32 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ae0ada17608190867681ee14aa217e`	completed	March 8, 2026, 11:48 p.m.
NEDg	Description generation	`batch_69ae0b63b85c819096fc8ad12ace4d22`	completed	March 8, 2026, 11:50 p.m.
NED2	Entity disambiguation (via description)	`batch_69ae0bc55fcc8190bf117ef1328b8a76`	completed	March 8, 2026, 11:52 p.m.

Created at: March 4, 2026, 7:37 p.m.