Triple

T7520720
Position Surface form Disambiguated ID Type / Status
Subject USC Marshall School of Business E177760 entity
Predicate hasDepartment P35 FINISHED
Object 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.
E670140 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: Center for Effective Organizations | Statement: [USC Marshall School of Business, hasDepartment, Center for Effective Organizations]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Center for Effective Organizations
Context triple: [USC Marshall School of Business, hasDepartment, Center for Effective Organizations]
  • A. 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.
  • B. Organization Theory: From Chester Barnard to the Present and Beyond
    "Organization Theory: From Chester Barnard to the Present and Beyond" is a scholarly work by Oliver E. Williamson that surveys and extends key developments in organizational theory from Barnard’s foundational ideas to contemporary perspectives.
  • C. 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.
  • D. Hard Facts, Dangerous Half-Truths, and Total Nonsense: Profiting from Evidence-Based Management
    "Hard Facts, Dangerous Half-Truths, and Total Nonsense: Profiting from Evidence-Based Management" is a management book by Jeffrey Pfeffer that advocates using rigorous evidence and data-driven thinking to make better organizational and leadership decisions.
  • E. Managing With Power: Politics and Influence in Organizations
    Managing With Power: Politics and Influence in Organizations is a seminal management book that analyzes how power and political dynamics operate within organizations and how individuals can effectively build and use influence at work.
  • 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: Center for Effective Organizations
Triple: [USC Marshall School of Business, hasDepartment, Center for Effective Organizations]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Center for Effective Organizations
Target entity description: 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.
  • A. 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.
  • B. Organization Theory: From Chester Barnard to the Present and Beyond
    "Organization Theory: From Chester Barnard to the Present and Beyond" is a scholarly work by Oliver E. Williamson that surveys and extends key developments in organizational theory from Barnard’s foundational ideas to contemporary perspectives.
  • C. 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.
  • D. Hard Facts, Dangerous Half-Truths, and Total Nonsense: Profiting from Evidence-Based Management
    "Hard Facts, Dangerous Half-Truths, and Total Nonsense: Profiting from Evidence-Based Management" is a management book by Jeffrey Pfeffer that advocates using rigorous evidence and data-driven thinking to make better organizational and leadership decisions.
  • E. Managing With Power: Politics and Influence in Organizations
    Managing With Power: Politics and Influence in Organizations is a seminal management book that analyzes how power and political dynamics operate within organizations and how individuals can effectively build and use influence at work.
  • 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_69c69f2891148190a484f3b8222c6f1b completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f7c2ad6c8190b822c0a5b80e7829 completed March 27, 2026, 9:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69c84629f00c8190a64d51586bd3b96c completed March 28, 2026, 9:20 p.m.
NEDg Description generation batch_69c8471da6c481909b48db7ad6e9426d completed March 28, 2026, 9:24 p.m.
NED2 Entity disambiguation (via description) batch_69c848049f548190b8c9a9c3d3aeed45 completed March 28, 2026, 9:28 p.m.
Created at: March 27, 2026, 3:46 p.m.