Triple

T2213226

Position	Surface form	Disambiguated ID	Type / Status
Subject	Peking University	`E50963`	entity
Predicate	hasFaculty	`P141`	FINISHED
Object	Guanghua School of Management Guanghua School of Management is Peking University's leading business school, renowned in China and internationally for its research, MBA programs, and training of business leaders.	`E248222`	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: Guanghua School of Management | Statement: [Peking University, hasFaculty, Guanghua School of Management]

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

Target entity: Guanghua School of Management
Context triple: [Peking University, hasFaculty, Guanghua School of Management]

A. Graduate School of Management and Economics
The Graduate School of Management and Economics is a specialized faculty of Sharif University of Technology focused on advanced education and research in business, management, and economics.
B. Shanghai University of Finance and Economics
Shanghai University of Finance and Economics is a leading Chinese university renowned for its strengths in economics, finance, and management education and research.
C. School of Economics and Management
The School of Economics and Management is a major academic unit of Wuhan University specializing in education and research in economics, business, and management.
D. School of Economics and Management
The School of Economics and Management is an academic unit of the University of Bologna specializing in education and research in economics, business, and management disciplines.
E. School of Economics and Management
The School of Economics and Management is a faculty of the University of Minho in Portugal that focuses on education and research in economics, management, and related social sciences.
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: Guanghua School of Management
Triple: [Peking University, hasFaculty, Guanghua School of Management]

Generated description

Guanghua School of Management is Peking University's leading business school, renowned in China and internationally for its research, MBA programs, and training of business leaders.

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

Target entity: Guanghua School of Management
Target entity description: Guanghua School of Management is Peking University's leading business school, renowned in China and internationally for its research, MBA programs, and training of business leaders.

A. Graduate School of Management and Economics
The Graduate School of Management and Economics is a specialized faculty of Sharif University of Technology focused on advanced education and research in business, management, and economics.
B. Shanghai University of Finance and Economics
Shanghai University of Finance and Economics is a leading Chinese university renowned for its strengths in economics, finance, and management education and research.
C. School of Economics and Management
The School of Economics and Management is a major academic unit of Wuhan University specializing in education and research in economics, business, and management.
D. School of Economics and Management
The School of Economics and Management is an academic unit of Hanoi University of Science and Technology specializing in education and research in economics, business, and management.
E. School of Economics and Management
The School of Economics and Management is an academic unit of the University of Bologna specializing in education and research in economics, business, and management disciplines.
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_69a88b06709c8190978fb2418470d1b6`	completed	March 4, 2026, 7:41 p.m.
NER	Named-entity recognition	`batch_69abbfee6ae48190825ca792e8f99946`	completed	March 7, 2026, 6:04 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ae6afa4f4481908cd1559624805559`	completed	March 9, 2026, 6:38 a.m.
NEDg	Description generation	`batch_69ae6bbba3908190b24b6e29175cc449`	completed	March 9, 2026, 6:42 a.m.
NED2	Entity disambiguation (via description)	`batch_69ae6c5f6364819085aed383ab0ff8c5`	completed	March 9, 2026, 6:44 a.m.

Created at: March 4, 2026, 7:46 p.m.