Triple
T21137844
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Herb Stein |
E520857
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object | Presidential Economics |
—
|
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: Presidential Economics | Statement: [Herb Stein, notableWork, Presidential Economics]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Presidential Economics Context triple: [Herb Stein, notableWork, Presidential Economics]
-
A.
Economic Policy: Principles and Design
"Economic Policy: Principles and Design" is a foundational economics book by Jan Tinbergen that systematically develops the theory and methodology of designing and implementing effective economic policies.
-
B.
The Trend of Economics
"The Trend of Economics" is a work by American economist and New Deal policy architect Rexford G. Tugwell that examines the evolution and direction of economic thought and policy in the early 20th century.
-
C.
Stabilizing an Unstable Economy
"Stabilizing an Unstable Economy" is a seminal 1986 book by economist Hyman Minsky that develops his financial instability hypothesis, explaining how financial markets and debt dynamics can endogenously generate economic crises and proposing reforms to make capitalism more resilient.
-
D.
Lessons for the Young Economist
Lessons for the Young Economist is an introductory economics book by Robert P. Murphy that explains core economic principles to beginners, especially younger readers, using clear language and everyday examples.
-
E.
Fiscal Policy and Business Cycles
"Fiscal Policy and Business Cycles" is an influential economic work by Alvin Hansen that analyzes how government taxation and spending can be used to stabilize economic fluctuations over the business cycle.
- 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: Presidential Economics Target entity description: Presidential Economics is a book by economist Herbert Stein that analyzes the economic policies and decision-making of modern U.S. presidents.
-
A.
Economic Policy: Principles and Design
"Economic Policy: Principles and Design" is a foundational economics book by Jan Tinbergen that systematically develops the theory and methodology of designing and implementing effective economic policies.
-
B.
The Trend of Economics
"The Trend of Economics" is a work by American economist and New Deal policy architect Rexford G. Tugwell that examines the evolution and direction of economic thought and policy in the early 20th century.
-
C.
Stabilizing an Unstable Economy
"Stabilizing an Unstable Economy" is a seminal 1986 book by economist Hyman Minsky that develops his financial instability hypothesis, explaining how financial markets and debt dynamics can endogenously generate economic crises and proposing reforms to make capitalism more resilient.
-
D.
Lessons for the Young Economist
Lessons for the Young Economist is an introductory economics book by Robert P. Murphy that explains core economic principles to beginners, especially younger readers, using clear language and everyday examples.
-
E.
Fiscal Policy and Business Cycles
"Fiscal Policy and Business Cycles" is an influential economic work by Alvin Hansen that analyzes how government taxation and spending can be used to stabilize economic fluctuations over the business cycle.
- 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_69e0b50b53048190ae34e8abbe3c5ada |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e7235b89188190a6209c0a1839ee03 |
completed | April 21, 2026, 7:12 a.m. |
Created at: April 16, 2026, 2:57 p.m.