Triple
T11993126
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Frederick Winslow Taylor |
E285461
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
The Principles of Scientific Management
The Principles of Scientific Management is a foundational early 20th-century work that introduced systematic methods to improve industrial efficiency and laid the groundwork for modern management theory.
|
E958607
|
NE FINISHED |
Disambiguation candidates (2 decisions)
The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Principles of Scientific Management Context triple: [Frederick Winslow Taylor, notableWork, The Principles of Scientific Management]
-
A.
The Practice of Management
The Practice of Management is a seminal 1954 book by Peter F. Drucker that laid the foundations of modern management theory and popularized concepts such as decentralized decision-making and results-focused leadership.
-
B.
The Physiology of Industry
The Physiology of Industry is an influential late-19th-century economic treatise co-authored by J. A. Hobson that critiques classical economics and explores the causes and consequences of underconsumption and industrial overproduction.
-
C.
Hawthorne studies
The Hawthorne studies were a series of influential workplace experiments conducted in the 1920s–1930s that revealed how social and psychological factors significantly affect employee productivity and behavior.
-
D.
The Theory of Wages
The Theory of Wages is a foundational economic work by John R. Hicks that analyzes how wages are determined within competitive labor markets and broader economic systems.
-
E.
The Control of Industry
"The Control of Industry" is an influential economic and political treatise by British Labour politician and economist Hugh Dalton examining how industrial production should be organized and regulated in a modern state.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Principles of Scientific Management Target entity description: The Principles of Scientific Management is a foundational early 20th-century work that introduced systematic methods to improve industrial efficiency and laid the groundwork for modern management theory.
-
A.
The Practice of Management
The Practice of Management is a seminal 1954 book by Peter F. Drucker that laid the foundations of modern management theory and popularized concepts such as decentralized decision-making and results-focused leadership.
-
B.
The Physiology of Industry
The Physiology of Industry is an influential late-19th-century economic treatise co-authored by J. A. Hobson that critiques classical economics and explores the causes and consequences of underconsumption and industrial overproduction.
-
C.
Hawthorne studies
The Hawthorne studies were a series of influential workplace experiments conducted in the 1920s–1930s that revealed how social and psychological factors significantly affect employee productivity and behavior.
-
D.
The Theory of Wages
The Theory of Wages is a foundational economic work by John R. Hicks that analyzes how wages are determined within competitive labor markets and broader economic systems.
-
E.
The Control of Industry
"The Control of Industry" is an influential economic and political treatise by British Labour politician and economist Hugh Dalton examining how industrial production should be organized and regulated in a modern state.
- F. None of above. chosen
Provenance (5 batches)
| Stage | Batch ID | Job type | Status |
|---|---|---|---|
| creating | batch_69d6ab44a77c8190a652f4b27164e4ef |
elicitation | completed |
| NER | batch_69d903b11ac481909866b611380792e7 |
ner | completed |
| NED1 | batch_69f4726696dc8190bf2a7aa43cb08b19 |
ned_source_triple | completed |
| NED2 | batch_69f47de8c9e48190af01918c9cd94c7d |
ned_description | completed |
| NEDg | batch_69f47b7d4ef081908f7f87d90c00d9ed |
nedg | completed |
Created at: April 8, 2026, 9:46 p.m.