Triple
T11993139
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Frederick Winslow Taylor |
E285461
|
entity |
| Predicate | movement |
P81
|
FINISHED |
| Object | scientific management |
E62964
|
NE FINISHED |
Disambiguation candidates (1 decision)
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: scientific management Context triple: [Frederick Winslow Taylor, movement, scientific management]
-
A.
scientific management
chosen
Scientific management is an early 20th-century theory of industrial organization that applies systematic study and measurement of work to increase labor productivity and efficiency.
-
B.
Management Science
Management Science is a leading peer-reviewed academic journal that publishes research on quantitative and analytical approaches to management and decision-making across a wide range of business and organizational domains.
-
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.
Administrative Behavior
Administrative Behavior is Herbert A. Simon’s influential book that applies behavioral and decision-making theories to explain how organizations and their administrators actually function.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 batches)
| Stage | Batch ID | Job type | Status |
|---|---|---|---|
| creating | batch_69d6ab44a77c8190a652f4b27164e4ef |
elicitation | completed |
| NER | batch_69d903b11ac481909866b611380792e7 |
ner | completed |
| NED1 | batch_69f4726696dc8190bf2a7aa43cb08b19 |
ned_source_triple | completed |
Created at: April 8, 2026, 9:46 p.m.