Triple

T3346921

Position	Surface form	Disambiguated ID	Type / Status
Subject	Faculty of Liberal Arts & Professional Studies	`E70397`	entity
Predicate	hasUnit	`P35`	FINISHED
Object	School of Human Resource Management The School of Human Resource Management is an academic unit specializing in the study and professional training of human resources, employment relations, and workplace management within the broader liberal arts and professional studies context.	`E350430`	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: School of Human Resource Management | Statement: [Faculty of Liberal Arts & Professional Studies, hasUnit, School of Human Resource Management]

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

Target entity: School of Human Resource Management
Context triple: [Faculty of Liberal Arts & Professional Studies, hasUnit, School of Human Resource Management]

A. Master of Human Resources and Industrial Relations
The Master of Human Resources and Industrial Relations is a graduate degree program that prepares students for advanced careers in managing workforce relations, organizational staffing, compensation, and labor-management issues in both private and public sector organizations.
B. School of Management and Leadership
The School of Management and Leadership is a business-focused academic division of Capital University offering programs in management, leadership, and related fields.
C. School of Management
The School of Management at Fudan University is a leading Chinese business school known for its comprehensive management education, research, and MBA programs.
D. School of Management
The School of Management is Swansea University's business and management faculty, offering education and research in areas such as business, finance, marketing, and entrepreneurship.
E. School of Management
The School of Management at the University of the Andes in Bogotá is a leading Colombian business school offering undergraduate and graduate programs in management, business administration, and related fields.
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: School of Human Resource Management
Triple: [Faculty of Liberal Arts & Professional Studies, hasUnit, School of Human Resource Management]

Generated description

The School of Human Resource Management is an academic unit specializing in the study and professional training of human resources, employment relations, and workplace management within the broader liberal arts and professional studies context.

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

Target entity: School of Human Resource Management
Target entity description: The School of Human Resource Management is an academic unit specializing in the study and professional training of human resources, employment relations, and workplace management within the broader liberal arts and professional studies context.

A. Master of Human Resources and Industrial Relations
The Master of Human Resources and Industrial Relations is a graduate degree program that prepares students for advanced careers in managing workforce relations, organizational staffing, compensation, and labor-management issues in both private and public sector organizations.
B. School of Management and Leadership
The School of Management and Leadership is a business-focused academic division of Capital University offering programs in management, leadership, and related fields.
C. School of Management
The School of Management at Fudan University is a leading Chinese business school known for its comprehensive management education, research, and MBA programs.
D. School of Management
The School of Management is Swansea University's business and management faculty, offering education and research in areas such as business, finance, marketing, and entrepreneurship.
E. School of Management
The School of Management at the University of the Andes in Bogotá is a leading Colombian business school offering undergraduate and graduate programs in management, business administration, and related fields.
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_69ad85a4ef7c8190a29e2bbd6fa454e4`	completed	March 8, 2026, 2:20 p.m.
NER	Named-entity recognition	`batch_69adb1f4ff888190bf14b9b7fbe9bcee`	completed	March 8, 2026, 5:29 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b32522cbc88190b965087a580d7acf`	completed	March 12, 2026, 8:42 p.m.
NEDg	Description generation	`batch_69b325a0de7c8190a33ae611b8450b5a`	completed	March 12, 2026, 8:44 p.m.
NED2	Entity disambiguation (via description)	`batch_69b326862e848190bf1bea74b6ab0b36`	completed	March 12, 2026, 8:48 p.m.

Created at: March 8, 2026, 3:12 p.m.