Triple
T10995047
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ikujiro Nonaka |
E259841
|
entity |
| Predicate | knownFor |
P22
|
FINISHED |
| Object |
SECI model of knowledge creation
The SECI model of knowledge creation is a framework in knowledge management that explains how tacit and explicit knowledge are continuously converted and amplified through four modes—socialization, externalization, combination, and internalization—within organizations.
|
E898715
|
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: SECI model of knowledge creation | Statement: [Ikujiro Nonaka, knownFor, SECI model of knowledge creation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: SECI model of knowledge creation Context triple: [Ikujiro Nonaka, knownFor, SECI model of knowledge creation]
-
A.
Knowledge and Innovation Communities
Knowledge and Innovation Communities are large-scale, EU-backed partnerships that bring together businesses, research institutions, and universities to drive innovation, entrepreneurship, and education in specific thematic areas.
-
B.
Diamond Model of national advantage
The Diamond Model of national advantage is Michael Porter's framework that explains how a nation's competitive success in particular industries arises from the interaction of factor conditions, demand conditions, related and supporting industries, and firm strategy, structure, and rivalry.
-
C.
Social Worlds of Knowledge
Social Worlds of Knowledge is a scholarly work by archaeologist Vere Gordon Childe that explores how human societies develop, organize, and transmit knowledge within their cultural and historical contexts.
-
D.
An Analysis of Knowledge and Valuation
An Analysis of Knowledge and Valuation is a major 1946 work in analytic philosophy by C. I. Lewis that develops a systematic theory of knowledge, meaning, and value grounded in conceptual pragmatism.
-
E.
Simple Knowledge Organization System
The Simple Knowledge Organization System (SKOS) is a W3C standard model for representing and sharing knowledge organization systems such as thesauri, classification schemes, and taxonomies on the Semantic Web.
- 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: SECI model of knowledge creation Triple: [Ikujiro Nonaka, knownFor, SECI model of knowledge creation]
Generated description
The SECI model of knowledge creation is a framework in knowledge management that explains how tacit and explicit knowledge are continuously converted and amplified through four modes—socialization, externalization, combination, and internalization—within organizations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: SECI model of knowledge creation Target entity description: The SECI model of knowledge creation is a framework in knowledge management that explains how tacit and explicit knowledge are continuously converted and amplified through four modes—socialization, externalization, combination, and internalization—within organizations.
-
A.
Knowledge and Innovation Communities
Knowledge and Innovation Communities are large-scale, EU-backed partnerships that bring together businesses, research institutions, and universities to drive innovation, entrepreneurship, and education in specific thematic areas.
-
B.
Diamond Model of national advantage
The Diamond Model of national advantage is Michael Porter's framework that explains how a nation's competitive success in particular industries arises from the interaction of factor conditions, demand conditions, related and supporting industries, and firm strategy, structure, and rivalry.
-
C.
Social Worlds of Knowledge
Social Worlds of Knowledge is a scholarly work by archaeologist Vere Gordon Childe that explores how human societies develop, organize, and transmit knowledge within their cultural and historical contexts.
-
D.
An Analysis of Knowledge and Valuation
An Analysis of Knowledge and Valuation is a major 1946 work in analytic philosophy by C. I. Lewis that develops a systematic theory of knowledge, meaning, and value grounded in conceptual pragmatism.
-
E.
Simple Knowledge Organization System
The Simple Knowledge Organization System (SKOS) is a W3C standard model for representing and sharing knowledge organization systems such as thesauri, classification schemes, and taxonomies on the Semantic Web.
- 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.