Triple

T8100886
Position Surface form Disambiguated ID Type / Status
Subject Lazaridis School of Business and Economics E189107 entity
Predicate hasDepartment P35 FINISHED
Object 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.
E711494 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 Organizational Behaviour and Human Resource Management | Statement: [Lazaridis School of Business and Economics, hasDepartment, Department of Organizational Behaviour and Human Resource Management]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Department of Organizational Behaviour and Human Resource Management
Context triple: [Lazaridis School of Business and Economics, hasDepartment, Department of Organizational Behaviour and Human Resource Management]
  • A. 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.
  • 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. Faculty of Organization and Management
    The Faculty of Organization and Management is an academic unit of Łódź University of Technology specializing in education and research in management, organization, and related economic and 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: Department of Organizational Behaviour and Human Resource Management
Triple: [Lazaridis School of Business and Economics, hasDepartment, Department of Organizational Behaviour and Human Resource Management]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Department of Organizational Behaviour and Human Resource Management
Target entity description: 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.
  • A. 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.
  • 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 Human Resource Management
    The Department of Human Resource Management is an academic unit specializing in the study and teaching of workforce planning, employee development, labor relations, and organizational behavior within the Faculty of Economic and Management Sciences.
  • 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_69ca82b886d88190a9cba0d5a4a27521 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb42bbf20c8190aa8c272b5c39002d completed March 31, 2026, 3:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc641d96e88190adee974b79d5fc05 completed April 1, 2026, 12:17 a.m.
NEDg Description generation batch_69cc68d9032c8190af6c5ff64fe46aff completed April 1, 2026, 12:37 a.m.
NED2 Entity disambiguation (via description) batch_69cc69f6bb308190a95df95d1a67cfec completed April 1, 2026, 12:42 a.m.
Created at: March 30, 2026, 5:31 p.m.