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.