Triple
T10995062
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ikujiro Nonaka |
E259841
|
entity |
| Predicate | developedConcept |
P73
|
FINISHED |
| Object |
SECI model
The SECI model is a knowledge management framework that explains how tacit and explicit knowledge are continuously converted and amplified within organizations through four dynamic processes.
|
E898723
|
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 | Statement: [Ikujiro Nonaka, developedConcept, SECI model]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: SECI model Context triple: [Ikujiro Nonaka, developedConcept, SECI model]
-
A.
The Technological System
The Technological System is a seminal work by French philosopher and sociologist Jacques Ellul that analyzes how modern technology forms an autonomous, all-encompassing system shaping society, politics, and human behavior.
-
B.
The Systems Approach
The Systems Approach is a seminal work on systems engineering and complex problem-solving authored by engineer and technologist Simon Ramo.
-
C.
The Architecture of Theories
The Architecture of Theories is an 1891 philosophical essay by Charles Sanders Peirce that outlines his evolutionary, realist, and scientific approach to metaphysics and the structure of scientific theories.
-
D.
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.
-
E.
OAIS reference model
The OAIS reference model is an ISO standard framework that defines concepts and responsibilities for the long-term preservation and access of digital information in archival systems.
- 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 Triple: [Ikujiro Nonaka, developedConcept, SECI model]
Generated description
The SECI model is a knowledge management framework that explains how tacit and explicit knowledge are continuously converted and amplified within organizations through four dynamic processes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: SECI model Target entity description: The SECI model is a knowledge management framework that explains how tacit and explicit knowledge are continuously converted and amplified within organizations through four dynamic processes.
-
A.
The Technological System
The Technological System is a seminal work by French philosopher and sociologist Jacques Ellul that analyzes how modern technology forms an autonomous, all-encompassing system shaping society, politics, and human behavior.
-
B.
The Systems Approach
The Systems Approach is a seminal work on systems engineering and complex problem-solving authored by engineer and technologist Simon Ramo.
-
C.
The Architecture of Theories
The Architecture of Theories is an 1891 philosophical essay by Charles Sanders Peirce that outlines his evolutionary, realist, and scientific approach to metaphysics and the structure of scientific theories.
-
D.
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.
-
E.
OAIS reference model
The OAIS reference model is an ISO standard framework that defines concepts and responsibilities for the long-term preservation and access of digital information in archival systems.
- 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.