Triple
T13033481
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Robert P. Murphy |
E326497
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Contra Krugman (podcast)
Contra Krugman is a libertarian-leaning economics podcast that critiques and analyzes Paul Krugman’s New York Times columns from an Austrian and free-market perspective.
|
E1017846
|
NE FINISHED |
How this triple was built (4 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: Contra Krugman (podcast) | Statement: [Robert P. Murphy, notableWork, Contra Krugman (podcast)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Contra Krugman (podcast) Context triple: [Robert P. Murphy, notableWork, Contra Krugman (podcast)]
-
A.
The Grumpy Economist
The Grumpy Economist is an economics blog by University of Chicago–affiliated economist John Cochrane, known for its free-market perspectives and in-depth commentary on macroeconomics, finance, and public policy.
-
B.
Crash Course Economics
Crash Course Economics is an educational YouTube series that explains key economic concepts and systems through fast-paced, visually engaging lessons.
-
C.
What Ends Recessions? (with Christina Romer)
"What Ends Recessions? (with Christina Romer)" is an influential economic study co-authored by David and Christina Romer that analyzes the effectiveness of different policy responses in bringing economic downturns to an end.
-
D.
An Economist in the Real World
An Economist in the Real World is a book by economist Kaushik Basu that reflects on applying economic theory to real-world policy-making and development challenges, drawing on his experience in government and international institutions.
-
E.
It's the economy, stupid
"It's the economy, stupid" is a famous political catchphrase from Bill Clinton’s 1992 U.S. presidential campaign, emphasizing that economic concerns should be the central focus of political strategy.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Contra Krugman (podcast) Triple: [Robert P. Murphy, notableWork, Contra Krugman (podcast)]
Generated description
Contra Krugman is a libertarian-leaning economics podcast that critiques and analyzes Paul Krugman’s New York Times columns from an Austrian and free-market perspective.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Contra Krugman (podcast) Target entity description: Contra Krugman is a libertarian-leaning economics podcast that critiques and analyzes Paul Krugman’s New York Times columns from an Austrian and free-market perspective.
-
A.
The Grumpy Economist
The Grumpy Economist is an economics blog by University of Chicago–affiliated economist John Cochrane, known for its free-market perspectives and in-depth commentary on macroeconomics, finance, and public policy.
-
B.
Crash Course Economics
Crash Course Economics is an educational YouTube series that explains key economic concepts and systems through fast-paced, visually engaging lessons.
-
C.
What Ends Recessions? (with Christina Romer)
"What Ends Recessions? (with Christina Romer)" is an influential economic study co-authored by David and Christina Romer that analyzes the effectiveness of different policy responses in bringing economic downturns to an end.
-
D.
An Economist in the Real World
An Economist in the Real World is a book by economist Kaushik Basu that reflects on applying economic theory to real-world policy-making and development challenges, drawing on his experience in government and international institutions.
-
E.
It's the economy, stupid
"It's the economy, stupid" is a famous political catchphrase from Bill Clinton’s 1992 U.S. presidential campaign, emphasizing that economic concerns should be the central focus of political strategy.
- F. None of above. chosen
Provenance (5 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_69d8076cc45c81908123123f43e69266 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69d97effca908190ab89fdb034e02680 |
completed | April 10, 2026, 10:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6cbcf11f88190ab1746f973132af1 |
completed | May 3, 2026, 4:15 a.m. |
| NEDg | Description generation | batch_69f6cee0a27081909203e3331186b4ca |
completed | May 3, 2026, 4:28 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6cf987f68819084edcd6613832fe8 |
completed | May 3, 2026, 4:31 a.m. |
Created at: April 9, 2026, 8:54 p.m.