Triple

T10995058
Position Surface form Disambiguated ID Type / Status
Subject Ikujiro Nonaka E259841 entity
Predicate notableWork P4 FINISHED
Object A Dynamic Theory of Organizational Knowledge Creation
A Dynamic Theory of Organizational Knowledge Creation is a foundational scholarly article by Ikujiro Nonaka that explains how organizations systematically create, share, and transform knowledge through dynamic processes.
E898719 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: A Dynamic Theory of Organizational Knowledge Creation | Statement: [Ikujiro Nonaka, notableWork, A Dynamic Theory of Organizational Knowledge Creation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: A Dynamic Theory of Organizational Knowledge Creation
Context triple: [Ikujiro Nonaka, notableWork, A Dynamic Theory of Organizational Knowledge Creation]
  • A. The Pursuit of Organizational Intelligence
    The Pursuit of Organizational Intelligence is a scholarly work by James G. March that explores how organizations learn, make decisions, and adapt under conditions of ambiguity and limited rationality.
  • 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. Ambiguity and Choice in Organizations
    Ambiguity and Choice in Organizations is a foundational organizational theory book that explores how limited information, conflicting goals, and uncertainty shape decision-making processes within organizations.
  • D. On Incentives and Control in Organizations
    "On Incentives and Control in Organizations" is an influential doctoral thesis in economics that develops foundational theories on how incentive structures and control mechanisms shape behavior and performance within firms.
  • E. 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.
  • 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: A Dynamic Theory of Organizational Knowledge Creation
Triple: [Ikujiro Nonaka, notableWork, A Dynamic Theory of Organizational Knowledge Creation]
Generated description
A Dynamic Theory of Organizational Knowledge Creation is a foundational scholarly article by Ikujiro Nonaka that explains how organizations systematically create, share, and transform knowledge through dynamic processes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: A Dynamic Theory of Organizational Knowledge Creation
Target entity description: A Dynamic Theory of Organizational Knowledge Creation is a foundational scholarly article by Ikujiro Nonaka that explains how organizations systematically create, share, and transform knowledge through dynamic processes.
  • A. The Pursuit of Organizational Intelligence
    The Pursuit of Organizational Intelligence is a scholarly work by James G. March that explores how organizations learn, make decisions, and adapt under conditions of ambiguity and limited rationality.
  • 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. Ambiguity and Choice in Organizations
    Ambiguity and Choice in Organizations is a foundational organizational theory book that explores how limited information, conflicting goals, and uncertainty shape decision-making processes within organizations.
  • D. On Incentives and Control in Organizations
    "On Incentives and Control in Organizations" is an influential doctoral thesis in economics that develops foundational theories on how incentive structures and control mechanisms shape behavior and performance within firms.
  • E. 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.
  • 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_69d6aa8a6a548190a750f944ccdc8064 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d795d59ebc8190baff1f50bdc46c1b completed April 9, 2026, 12:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69e3451451988190add2762b1e1be8ed completed April 18, 2026, 8:47 a.m.
NEDg Description generation batch_69e3556fd3548190a33f04604be947cf completed April 18, 2026, 9:57 a.m.
NED2 Entity disambiguation (via description) batch_69e3593b0f8481909ed7a90f8bb9839d completed April 18, 2026, 10:13 a.m.
Created at: April 8, 2026, 9:24 p.m.