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.