Triple

T2576576

Position	Surface form	Disambiguated ID	Type / Status
Subject	John Zimmer	`E57789`	entity
Predicate	educatedAt	`P5`	FINISHED
Object	Cornell University School of Hotel Administration Cornell University School of Hotel Administration is a leading hospitality management school within Cornell University, renowned for its specialized business education and research in the global hospitality industry.	`E279978`	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: Cornell University School of Hotel Administration | Statement: [John Zimmer, educatedAt, Cornell University School of Hotel Administration]

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

Target entity: Cornell University School of Hotel Administration
Context triple: [John Zimmer, educatedAt, Cornell University School of Hotel Administration]

A. Darden School of Business
The Darden School of Business is the University of Virginia’s graduate business school, renowned for its MBA programs and case-method teaching approach.
B. 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.
C. Robinson College of Business
Robinson College of Business is the business school of Georgia State University, known for its programs in business, management, and related fields.
D. Hankamer School of Business
Hankamer School of Business is the business school of Baylor University, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
E. Carroll School of Management
The Carroll School of Management is the business school of Boston College, offering undergraduate and graduate programs in areas such as finance, accounting, marketing, and 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: Cornell University School of Hotel Administration
Triple: [John Zimmer, educatedAt, Cornell University School of Hotel Administration]

Generated description

Cornell University School of Hotel Administration is a leading hospitality management school within Cornell University, renowned for its specialized business education and research in the global hospitality industry.

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

Target entity: Cornell University School of Hotel Administration
Target entity description: Cornell University School of Hotel Administration is a leading hospitality management school within Cornell University, renowned for its specialized business education and research in the global hospitality industry.

A. Darden School of Business
The Darden School of Business is the University of Virginia’s graduate business school, renowned for its MBA programs and case-method teaching approach.
B. 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.
C. Robinson College of Business
Robinson College of Business is the business school of Georgia State University, known for its programs in business, management, and related fields.
D. Hankamer School of Business
Hankamer School of Business is the business school of Baylor University, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
E. Carroll School of Management
The Carroll School of Management is the business school of Boston College, offering undergraduate and graduate programs in areas such as finance, accounting, marketing, and 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_69ab4a51410081908501dcf8bad9adc4`	completed	March 6, 2026, 9:42 p.m.
NER	Named-entity recognition	`batch_69abd3a606e481909bcea46de468bb99`	completed	March 7, 2026, 7:28 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69af6576a0a8819080d9241801675b19`	completed	March 10, 2026, 12:27 a.m.
NEDg	Description generation	`batch_69af669436208190901d1f34592c1a42`	completed	March 10, 2026, 12:32 a.m.
NED2	Entity disambiguation (via description)	`batch_69af6760cf7c8190bb681f573828049e`	completed	March 10, 2026, 12:35 a.m.

Created at: March 6, 2026, 9:49 p.m.