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.