Triple

T18616607

Position	Surface form	Disambiguated ID	Type / Status
Subject	Marriott School of Business	`E455037`	entity
Predicate	hasDepartment	`P35`	FINISHED
Object	Department of Management The Department of Management is an academic unit within Brigham Young University’s Marriott School of Business that focuses on teaching and research in areas such as leadership, organizational behavior, strategy, and human resource management.	`E1333280`	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: Department of Management | Statement: [Marriott School of Business, hasDepartment, Department of Management]

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

Target entity: Department of Management
Context triple: [Marriott School of Business, hasDepartment, Department of Management]

A. Department of Management
The Department of Management is an academic unit within Santa Clara University's Leavey School of Business that focuses on teaching and research in organizational management, leadership, and related business disciplines.
B. Department of Management
The Department of Management is an academic unit within Monash University's Faculty of Business and Economics that focuses on teaching and research in areas such as leadership, organizational behavior, human resource management, and strategic management.
C. Department of Management
The Department of Management is an academic unit of the Institute of Management at Nirma University that offers management education and research programs.
D. Department of Management
The Department of Management is an academic unit at Ca' Foscari University of Venice focused on teaching and research in business, economics, and organizational studies.
E. Department of Management
The Department of Management is an academic unit within the Gordon S. Lang School of Business and Economics that focuses on teaching and research in areas such as leadership, organizational behavior, strategy, and human resource 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: Department of Management
Triple: [Marriott School of Business, hasDepartment, Department of Management]

Generated description

The Department of Management is an academic unit within Brigham Young University’s Marriott School of Business that focuses on teaching and research in areas such as leadership, organizational behavior, strategy, and human resource management.

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

Target entity: Department of Management
Target entity description: The Department of Management is an academic unit within Brigham Young University’s Marriott School of Business that focuses on teaching and research in areas such as leadership, organizational behavior, strategy, and human resource management.

A. Department of Management
The Department of Management is an academic unit within Binghamton University's School of Management that focuses on teaching and research in areas such as leadership, organizational behavior, strategy, and related business disciplines.
B. Department of Management
The Department of Management is an academic unit within the Gatton College of Business and Economics that focuses on teaching and research in areas such as leadership, organizational behavior, strategy, and human resource management.
C. Department of Management
The Department of Management is an academic unit that focuses on teaching and research in areas such as leadership, organizational behavior, and strategic management within the G. Brint Ryan College of Business.
D. Department of Management
The Department of Management is an academic unit within the Isenberg School of Management that focuses on teaching and research in areas such as leadership, organizational behavior, strategy, and business administration.
E. Department of Management
The Department of Management is an academic unit at Kuwait University’s College of Business Administration that focuses on teaching and research in areas such as organizational behavior, strategy, and leadership.
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_69d8d38bbe7c8190bdec3138e7d413c9`	completed	April 10, 2026, 10:40 a.m.
NER	Named-entity recognition	`batch_69e54d05da9c8190b8f4ef3a7a6deb05`	completed	April 19, 2026, 9:45 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a050390bd4c8190b623f08a12eee39b`	completed	May 13, 2026, 11:04 p.m.
NEDg	Description generation	`batch_6a050455e6e8819084927b1c2d4a5237`	completed	May 13, 2026, 11:08 p.m.
NED2	Entity disambiguation (via description)	`batch_6a0505cbc11481908e61d90dd64f6212`	completed	May 13, 2026, 11:14 p.m.

Created at: April 10, 2026, 11:46 a.m.