Triple

T10995066
Position Surface form Disambiguated ID Type / Status
Subject Ikujiro Nonaka E259841 entity
Predicate developedConcept P73 FINISHED
Object Ba (shared context for knowledge creation)
Ba (shared context for knowledge creation) is a concept in knowledge management that describes a shared space—physical, virtual, or mental—where individuals interact and collaboratively create, share, and transform knowledge.
E898724 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: Ba (shared context for knowledge creation) | Statement: [Ikujiro Nonaka, developedConcept, Ba (shared context for knowledge creation)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ba (shared context for knowledge creation)
Context triple: [Ikujiro Nonaka, developedConcept, Ba (shared context for knowledge creation)]
  • A. 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.
  • B. 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.
  • C. Global Open Knowledgebase (GOKb) collaboration
    The Global Open Knowledgebase (GOKb) collaboration is an international, community-driven initiative that provides open, curated metadata about electronic resources to support library and scholarly communication workflows.
  • D. 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.
  • E. Usable Knowledge
    Usable Knowledge is an online resource from the Harvard Graduate School of Education that translates education research into practical insights and tools for educators, policymakers, and the public.
  • 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: Ba (shared context for knowledge creation)
Triple: [Ikujiro Nonaka, developedConcept, Ba (shared context for knowledge creation)]
Generated description
Ba (shared context for knowledge creation) is a concept in knowledge management that describes a shared space—physical, virtual, or mental—where individuals interact and collaboratively create, share, and transform knowledge.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ba (shared context for knowledge creation)
Target entity description: Ba (shared context for knowledge creation) is a concept in knowledge management that describes a shared space—physical, virtual, or mental—where individuals interact and collaboratively create, share, and transform knowledge.
  • A. 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.
  • B. 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.
  • C. Global Open Knowledgebase (GOKb) collaboration
    The Global Open Knowledgebase (GOKb) collaboration is an international, community-driven initiative that provides open, curated metadata about electronic resources to support library and scholarly communication workflows.
  • D. 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.
  • E. Usable Knowledge
    Usable Knowledge is an online resource from the Harvard Graduate School of Education that translates education research into practical insights and tools for educators, policymakers, and the public.
  • 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.