Triple

T5608324
Position Surface form Disambiguated ID Type / Status
Subject School of Industrial and Labor Relations E147288 entity
Predicate offersDegree P49 FINISHED
Object Master of Industrial and Labor Relations
The Master of Industrial and Labor Relations is a specialized graduate degree focused on employment relations, human resources, labor law, and organizational behavior, preparing students for leadership roles in managing workplace and labor issues.
E527945 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: Master of Industrial and Labor Relations | Statement: [School of Industrial and Labor Relations, offersDegree, Master of Industrial and Labor Relations]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Master of Industrial and Labor Relations
Context triple: [School of Industrial and Labor Relations, offersDegree, Master of Industrial and Labor Relations]
  • 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 Industrial and Labor Relations
    The School of Industrial and Labor Relations is a Cornell University college specializing in the study of work, employment, labor relations, and human resources.
  • C. Center for Human Resources and Labor Studies
    The Center for Human Resources and Labor Studies is an academic unit specializing in human resource management and labor relations within the Carlson School of Management.
  • D. Graduate School of Business Administration
    The Graduate School of Business Administration is a postgraduate program at Kobe Gakuin University specializing in advanced studies and research in business and management.
  • E. Graduate School of Business Administration
    The Graduate School of Business Administration is Ritsumeikan University's postgraduate institution specializing in advanced management and business education and research.
  • 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: Master of Industrial and Labor Relations
Triple: [School of Industrial and Labor Relations, offersDegree, Master of Industrial and Labor Relations]
Generated description
The Master of Industrial and Labor Relations is a specialized graduate degree focused on employment relations, human resources, labor law, and organizational behavior, preparing students for leadership roles in managing workplace and labor issues.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Master of Industrial and Labor Relations
Target entity description: The Master of Industrial and Labor Relations is a specialized graduate degree focused on employment relations, human resources, labor law, and organizational behavior, preparing students for leadership roles in managing workplace and labor issues.
  • 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 Industrial and Labor Relations
    The School of Industrial and Labor Relations is a Cornell University college specializing in the study of work, employment, labor relations, and human resources.
  • C. Center for Human Resources and Labor Studies
    The Center for Human Resources and Labor Studies is an academic unit specializing in human resource management and labor relations within the Carlson School of Management.
  • D. Graduate School of Business Administration
    The Graduate School of Business Administration is a postgraduate program at Kobe Gakuin University specializing in advanced studies and research in business and management.
  • E. Graduate School of Business Administration
    The Graduate School of Business Administration is Ritsumeikan University's postgraduate institution specializing in advanced management and business education and research.
  • 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_69c0090500f881908374285baf0ac46f completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c020fd1b2c81908da154f7e11b90d8 completed March 22, 2026, 5:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69c02878aad8819082d2c8f038b79bc7 completed March 22, 2026, 5:35 p.m.
NEDg Description generation batch_69c033e0043881908c9fca5138398188 completed March 22, 2026, 6:24 p.m.
NED2 Entity disambiguation (via description) batch_69c034664c808190b382f7aad0e3149a completed March 22, 2026, 6:26 p.m.
Created at: March 22, 2026, 3:39 p.m.