Triple
T10995059
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ikujiro Nonaka |
E259841
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
The Concept of “Ba”: Building a Foundation for Knowledge Creation
"The Concept of 'Ba': Building a Foundation for Knowledge Creation" is a seminal work by Ikujiro Nonaka that introduces the idea of “Ba” as a shared context or space—physical, virtual, or mental—where individuals interact to create, share, and transform organizational knowledge.
|
E898720
|
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: The Concept of “Ba”: Building a Foundation for Knowledge Creation | Statement: [Ikujiro Nonaka, notableWork, The Concept of “Ba”: Building a Foundation for Knowledge Creation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Concept of “Ba”: Building a Foundation for Knowledge Creation Context triple: [Ikujiro Nonaka, notableWork, The Concept of “Ba”: Building a Foundation for Knowledge Creation]
-
A.
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.
-
B.
Knowledge in Pieces
Knowledge in Pieces is a seminal work in educational psychology that proposes a theory of learners’ intuitive knowledge as composed of many small, context-sensitive elements rather than coherent, unified misconceptions.
-
C.
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.
-
D.
The Degrees of Knowledge
The Degrees of Knowledge is a major philosophical work by Jacques Maritain that systematically explores different kinds and levels of human knowledge within a Thomistic framework.
-
E.
Dar Ta‘arud al-‘Aql wa al-Naql
Dar Ta‘arud al-‘Aql wa al-Naql is a major theological and philosophical work by Ibn Taymiyyah that systematically addresses the relationship and alleged conflicts between reason and revelation in Islamic thought.
- 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: The Concept of “Ba”: Building a Foundation for Knowledge Creation Triple: [Ikujiro Nonaka, notableWork, The Concept of “Ba”: Building a Foundation for Knowledge Creation]
Generated description
"The Concept of 'Ba': Building a Foundation for Knowledge Creation" is a seminal work by Ikujiro Nonaka that introduces the idea of “Ba” as a shared context or space—physical, virtual, or mental—where individuals interact to create, share, and transform organizational knowledge.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Concept of “Ba”: Building a Foundation for Knowledge Creation Target entity description: "The Concept of 'Ba': Building a Foundation for Knowledge Creation" is a seminal work by Ikujiro Nonaka that introduces the idea of “Ba” as a shared context or space—physical, virtual, or mental—where individuals interact to create, share, and transform organizational knowledge.
-
A.
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.
-
B.
Knowledge in Pieces
Knowledge in Pieces is a seminal work in educational psychology that proposes a theory of learners’ intuitive knowledge as composed of many small, context-sensitive elements rather than coherent, unified misconceptions.
-
C.
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.
-
D.
The Degrees of Knowledge
The Degrees of Knowledge is a major philosophical work by Jacques Maritain that systematically explores different kinds and levels of human knowledge within a Thomistic framework.
-
E.
Dar Ta‘arud al-‘Aql wa al-Naql
Dar Ta‘arud al-‘Aql wa al-Naql is a major theological and philosophical work by Ibn Taymiyyah that systematically addresses the relationship and alleged conflicts between reason and revelation in Islamic thought.
- 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.