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.