Triple

T10709149
Position Surface form Disambiguated ID Type / Status
Subject Fisher College of Business E252486 entity
Predicate hasUnit P35 FINISHED
Object Department of Management and Human Resources
The Department of Management and Human Resources is an academic unit specializing in organizational management, leadership, and human capital studies within the Fisher College of Business.
E793051 NE FINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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 and Human Resources | Statement: [Fisher College of Business, hasUnit, Department of Management and Human Resources]

Disambiguation candidates (2 decisions)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Department of Management and Human Resources
Context triple: [Fisher College of Business, hasUnit, Department of Management and Human Resources]
  • A. Department of Management and Human Resources
    The Department of Management and Human Resources is an academic unit at Cal Poly Pomona that focuses on teaching and research in organizational management, leadership, and human resource practices within the College of Business Administration.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Department of Management and Human Resources
Target entity description: The Department of Management and Human Resources is an academic unit specializing in organizational management, leadership, and human capital studies within the Fisher College of Business.
  • A. Department of Management and Human Resources chosen
    The Department of Management and Human Resources is an academic unit at Cal Poly Pomona that focuses on teaching and research in organizational management, leadership, and human resource practices within the College of Business Administration.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • F. None of above.

How the object was described

The object's one-sentence description was generated by prompting gpt-5.1 with the object name and this triple as context.

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 and Human Resources
Triple: [Fisher College of Business, hasUnit, Department of Management and Human Resources]
Generated description
The Department of Management and Human Resources is an academic unit specializing in organizational management, leadership, and human capital studies within the Fisher College of Business.

Provenance (5 batches)

Stage Batch ID Job type Status
creating batch_69d6aa5cbabc8190973e683950d89faf elicitation completed
NER batch_69d6fe5063bc8190ba12fd68a59c9a03 ner completed
NED1 batch_69d9990f220081909dae41bcec8b4768 ned_source_triple completed
NED2 batch_69da625a1e8c8190b282e7a70bb7c876 ned_description completed
NEDg batch_69d99e8632688190b3746649a124ca09 nedg completed
Created at: April 8, 2026, 9:13 p.m.