Triple

T9908609
Position Surface form Disambiguated ID Type / Status
Subject Deborah Gruenfeld E185080 entity
Predicate affiliation P10 FINISHED
Object Organizational Behavior area at Stanford Graduate School of Business
The Organizational Behavior area at Stanford Graduate School of Business is an academic department that studies how individuals and groups behave within organizations, focusing on topics such as leadership, power, culture, and team dynamics.
E829353 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 area at Stanford Graduate School of Business | Statement: [Deborah Gruenfeld, affiliation, Organizational Behavior area at Stanford Graduate School of Business]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Organizational Behavior area at Stanford Graduate School of Business
Context triple: [Deborah Gruenfeld, affiliation, Organizational Behavior area at Stanford Graduate School of Business]
  • 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. Center for Effective Organizations
    The Center for Effective Organizations is a research and education institute at the USC Marshall School of Business focused on advancing knowledge and practice in organizational effectiveness, human resources, and workplace design.
  • C. Stanford GSE
    Stanford GSE is Stanford University's Graduate School of Education, a leading institution for research and training in education and learning sciences.
  • D. Research Center for Group Dynamics
    The Research Center for Group Dynamics is a pioneering social science research center at the University of Michigan focused on the scientific study of group behavior, social interaction, and organizational processes.
  • E. Center for Positive Organizations
    The Center for Positive Organizations is a research and educational institute at the University of Michigan’s Ross School of Business that focuses on advancing the science and practice of positive organizational scholarship and workplace well-being.
  • 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 area at Stanford Graduate School of Business
Triple: [Deborah Gruenfeld, affiliation, Organizational Behavior area at Stanford Graduate School of Business]
Generated description
The Organizational Behavior area at Stanford Graduate School of Business is an academic department that studies how individuals and groups behave within organizations, focusing on topics such as leadership, power, culture, and team dynamics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Organizational Behavior area at Stanford Graduate School of Business
Target entity description: The Organizational Behavior area at Stanford Graduate School of Business is an academic department that studies how individuals and groups behave within organizations, focusing on topics such as leadership, power, culture, and team 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. Center for Effective Organizations
    The Center for Effective Organizations is a research and education institute at the USC Marshall School of Business focused on advancing knowledge and practice in organizational effectiveness, human resources, and workplace design.
  • C. Stanford GSE
    Stanford GSE is Stanford University's Graduate School of Education, a leading institution for research and training in education and learning sciences.
  • D. Research Center for Group Dynamics
    The Research Center for Group Dynamics is a pioneering social science research center at the University of Michigan focused on the scientific study of group behavior, social interaction, and organizational processes.
  • E. Center for Positive Organizations
    The Center for Positive Organizations is a research and educational institute at the University of Michigan’s Ross School of Business that focuses on advancing the science and practice of positive organizational scholarship and workplace well-being.
  • 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_69ca8296165881908ca4750701af1f29 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cdb50feb008190aa9c084f590c0ebd completed April 2, 2026, 12:15 a.m.
NED1 Entity disambiguation (via context triple) batch_69d20daabd5881908b02da50a640766a completed April 5, 2026, 7:22 a.m.
NEDg Description generation batch_69d20ef343a4819093b915a66c63fbaa completed April 5, 2026, 7:27 a.m.
NED2 Entity disambiguation (via description) batch_69d212d0ed108190bbde23439734618a completed April 5, 2026, 7:44 a.m.
Created at: March 30, 2026, 8:41 p.m.