Triple

T11558388

Position	Surface form	Disambiguated ID	Type / Status
Subject	DM	`E274070`	entity
Predicate	hasSubunit	`P747`	FINISHED
Object	organizational behavior division The organizational behavior division is a specialized unit that studies and manages how individuals and groups act within organizations to improve effectiveness and workplace dynamics.	`E933397`	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: organizational behavior division | Statement: [DM, hasSubunit, organizational behavior division]

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

Target entity: organizational behavior division
Context triple: [DM, hasSubunit, organizational behavior division]

A. Department of Organizational Behaviour and Human Resource Management
The Department of Organizational Behaviour and Human Resource Management is an academic unit specializing in the study and teaching of workplace behavior, leadership, and people management within the Lazaridis School of Business and Economics.
B. Department of Management and Organization
The Department of Management and Organization is an academic unit within the Robert H. Smith School of Business that focuses on research and education in areas such as leadership, strategy, organizational behavior, and human resource management.
C. Department of Management and Organization
The Department of Management and Organization is an academic unit within the Faculty of Organizational Sciences at the University of Belgrade that focuses on teaching and research in management, organizational theory, and related business disciplines.
D. Department of Management and Organization
The Department of Management and Organization is an academic unit at the USC Marshall School of Business that focuses on research and teaching in areas such as organizational behavior, strategy, leadership, and human resource management.
E. Department of Organization and Leadership
The Department of Organization and Leadership is an academic unit at Teachers College, Columbia University that focuses on the study and preparation of leaders and organizations in education 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: organizational behavior division
Triple: [DM, hasSubunit, organizational behavior division]

Generated description

The organizational behavior division is a specialized unit that studies and manages how individuals and groups act within organizations to improve effectiveness and workplace dynamics.

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

Target entity: organizational behavior division
Target entity description: The organizational behavior division is a specialized unit that studies and manages how individuals and groups act within organizations to improve effectiveness and workplace dynamics.

A. Department of Organizational Behaviour and Human Resource Management
The Department of Organizational Behaviour and Human Resource Management is an academic unit specializing in the study and teaching of workplace behavior, leadership, and people management within the Lazaridis School of Business and Economics.
B. Department of Management and Organization
The Department of Management and Organization is an academic unit within the Robert H. Smith School of Business that focuses on research and education in areas such as leadership, strategy, organizational behavior, and human resource management.
C. Department of Management and Organization
The Department of Management and Organization is an academic unit within the Faculty of Organizational Sciences at the University of Belgrade that focuses on teaching and research in management, organizational theory, and related business disciplines.
D. Department of Management and Organization
The Department of Management and Organization is an academic unit at the USC Marshall School of Business that focuses on research and teaching in areas such as organizational behavior, strategy, leadership, and human resource management.
E. Department of Organization and Leadership
The Department of Organization and Leadership is an academic unit at Teachers College, Columbia University that focuses on the study and preparation of leaders and organizations in education 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_69d6aae4dfa48190a3ab0b19a159a3c5`	completed	April 8, 2026, 7:22 p.m.
NER	Named-entity recognition	`batch_69d88a888e8481909386009b9603e4d3`	completed	April 10, 2026, 5:28 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69e6e87953088190b72d0afeb9251535`	completed	April 21, 2026, 3:01 a.m.
NEDg	Description generation	`batch_69e6ef93e7d88190af3853b82de23c1b`	completed	April 21, 2026, 3:31 a.m.
NED2	Entity disambiguation (via description)	`batch_69e6f92ed97c819081576add624dcc27`	completed	April 21, 2026, 4:12 a.m.

Created at: April 8, 2026, 9:37 p.m.