Triple
T22448442
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Peter Drucker |
E554924
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object | The Practice of Management |
—
|
NE NERFINISHED |
How this triple was built (2 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: The Practice of Management | Statement: [Peter Drucker, notableWork, The Practice of Management]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Practice of Management Context triple: [Peter Drucker, notableWork, The Practice of Management]
-
A.
The Practice of Management
chosen
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.
In Search of Excellence
In Search of Excellence is the guiding motto of COMSATS University Islamabad, reflecting its commitment to high academic and research standards.
-
C.
Center for Effective Organizations
The Center for Effective Organizations is a research and education institute at the USC Marshall School of Business focused on advancing knowledge and practice in organizational effectiveness, human resources, and workplace design.
-
D.
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.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e11e5113208190ab58c6b595f9d1d0 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f15b4a20f8819097f471084e97e099 |
completed | April 29, 2026, 1:13 a.m. |
Created at: April 16, 2026, 8:48 p.m.