Triple
T19118777
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | W. Edwards Deming |
E467979
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object | Out of the Crisis |
—
|
NE NERFINISHED |
How this triple was built (3 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: Out of the Crisis | Statement: [W. Edwards Deming, notableWork, Out of the Crisis]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Out of the Crisis Context triple: [W. Edwards Deming, notableWork, Out of the Crisis]
-
A.
The Time for Decision
The Time for Decision is a 1944 political and diplomatic analysis book by former U.S. Undersecretary of State Sumner Welles, arguing for a post–World War II international order based on collective security and cooperation.
-
B.
Six Crises
Six Crises is a political memoir by Richard Nixon in which he recounts and analyzes six major challenges from his early political career.
-
C.
The Crisis of the Old Order
The Crisis of the Old Order is a historical study by Arthur Schlesinger Jr. analyzing the political, social, and economic forces that led to the collapse of the pre–New Deal system in the United States.
-
D.
A World Transformed
A World Transformed is a political memoir and foreign policy analysis co-written by former U.S. National Security Advisor Brent Scowcroft that examines major global events at the end of the Cold War and during the Gulf War.
-
E.
Mankind at the Turning Point
Mankind at the Turning Point is a 1974 report to the Club of Rome that analyzes global crises through systems modeling and advocates for a balanced, sustainable world development strategy.
- 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: Out of the Crisis Target entity description: Out of the Crisis is a seminal management book by W. Edwards Deming that outlines his philosophy of quality, statistical process control, and systemic thinking to transform organizational performance.
-
A.
The Time for Decision
The Time for Decision is a 1944 political and diplomatic analysis book by former U.S. Undersecretary of State Sumner Welles, arguing for a post–World War II international order based on collective security and cooperation.
-
B.
Six Crises
Six Crises is a political memoir by Richard Nixon in which he recounts and analyzes six major challenges from his early political career.
-
C.
The Crisis of the Old Order
The Crisis of the Old Order is a historical study by Arthur Schlesinger Jr. analyzing the political, social, and economic forces that led to the collapse of the pre–New Deal system in the United States.
-
D.
A World Transformed
A World Transformed is a political memoir and foreign policy analysis co-written by former U.S. National Security Advisor Brent Scowcroft that examines major global events at the end of the Cold War and during the Gulf War.
-
E.
Mankind at the Turning Point
Mankind at the Turning Point is a 1974 report to the Club of Rome that analyzes global crises through systems modeling and advocates for a balanced, sustainable world development strategy.
- F. None of above. chosen
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_69d8dd06a26481908039e2a1bae8c597 |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5e3c756a88190942930e6ae7242a7 |
completed | April 20, 2026, 8:28 a.m. |
Created at: April 10, 2026, 12:05 p.m.