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.