Triple

T19118760
Position Surface form Disambiguated ID Type / Status
Subject W. Edwards Deming E467979 entity
Predicate knownFor P22 FINISHED
Object System of Profound Knowledge
The System of Profound Knowledge is W. Edwards Deming’s integrated management philosophy that combines appreciation for a system, knowledge of variation, theory of knowledge, and psychology to drive continual improvement in organizations.
E1359289 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: System of Profound Knowledge | Statement: [W. Edwards Deming, knownFor, System of Profound Knowledge]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: System of Profound Knowledge
Context triple: [W. Edwards Deming, knownFor, System of Profound Knowledge]
  • A. The Knowledge-Creating Company
    The Knowledge-Creating Company is a seminal management book by Ikujiro Nonaka that introduced the concept of organizational knowledge creation and the SECI model, profoundly influencing knowledge management theory and practice.
  • B. Excellence Through Knowledge
    Excellence Through Knowledge is the official motto of the New York State Police, emphasizing the importance of expertise and learning in effective law enforcement.
  • C. SECI model of knowledge creation
    The SECI model of knowledge creation is a framework in knowledge management that explains how tacit and explicit knowledge are continuously converted and amplified through four modes—socialization, externalization, combination, and internalization—within organizations.
  • D. The Systems Approach
    The Systems Approach is a seminal work on systems engineering and complex problem-solving authored by engineer and technologist Simon Ramo.
  • E. Lean Six Sigma
    Lean Six Sigma is a business improvement methodology that combines Lean’s focus on eliminating waste with Six Sigma’s emphasis on reducing process variation to enhance quality, efficiency, and customer satisfaction.
  • 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: System of Profound Knowledge
Triple: [W. Edwards Deming, knownFor, System of Profound Knowledge]
Generated description
The System of Profound Knowledge is W. Edwards Deming’s integrated management philosophy that combines appreciation for a system, knowledge of variation, theory of knowledge, and psychology to drive continual improvement in organizations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: System of Profound Knowledge
Target entity description: The System of Profound Knowledge is W. Edwards Deming’s integrated management philosophy that combines appreciation for a system, knowledge of variation, theory of knowledge, and psychology to drive continual improvement in organizations.
  • A. The Knowledge-Creating Company
    The Knowledge-Creating Company is a seminal management book by Ikujiro Nonaka that introduced the concept of organizational knowledge creation and the SECI model, profoundly influencing knowledge management theory and practice.
  • B. Excellence Through Knowledge
    Excellence Through Knowledge is the official motto of the New York State Police, emphasizing the importance of expertise and learning in effective law enforcement.
  • C. SECI model of knowledge creation
    The SECI model of knowledge creation is a framework in knowledge management that explains how tacit and explicit knowledge are continuously converted and amplified through four modes—socialization, externalization, combination, and internalization—within organizations.
  • D. The Systems Approach
    The Systems Approach is a seminal work on systems engineering and complex problem-solving authored by engineer and technologist Simon Ramo.
  • E. Lean Six Sigma
    Lean Six Sigma is a business improvement methodology that combines Lean’s focus on eliminating waste with Six Sigma’s emphasis on reducing process variation to enhance quality, efficiency, and customer satisfaction.
  • 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_69d8dd06a26481908039e2a1bae8c597 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5e3c756a88190942930e6ae7242a7 completed April 20, 2026, 8:28 a.m.
NED1 Entity disambiguation (via context triple) batch_6a05e671f2988190a74d53989124026b completed May 14, 2026, 3:12 p.m.
NEDg Description generation batch_6a05e9406ba48190a50f4ea6b413e1f4 completed May 14, 2026, 3:24 p.m.
NED2 Entity disambiguation (via description) batch_6a05e9c0d35081909b6ce3c287af5d5f completed May 14, 2026, 3:26 p.m.
Created at: April 10, 2026, 12:05 p.m.