Triple
T20352043
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Good Economics for Hard Times |
E496035
|
entity |
| Predicate | follows |
P134
|
FINISHED |
| Object | Poor Economics |
—
|
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: Poor Economics | Statement: [Good Economics for Hard Times, follows, Poor Economics]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Poor Economics Context triple: [Good Economics for Hard Times, follows, Poor Economics]
-
A.
Poor Economics
chosen
Poor Economics is an influential book on global poverty that uses rigorous field experiments and empirical research to challenge common assumptions and propose evidence-based solutions for helping the poor.
-
B.
Economism: Bad Economics and the Rise of Inequality
"Economism: Bad Economics and the Rise of Inequality" is a nonfiction book by James Kwak that critiques the oversimplified use of free-market economic theory in politics and public discourse and argues that it has contributed significantly to rising inequality.
-
C.
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.
-
D.
The Political Economy of Underdevelopment
The Political Economy of Underdevelopment is a seminal work of Marxist-inspired development economics that analyzes the historical and structural causes of persistent poverty and economic dependency in the Global South.
-
E.
Good Economics for Hard Times
Good Economics for Hard Times is a popular economics book by Nobel laureates Abhijit V. Banerjee and Esther Duflo that examines contemporary social and economic challenges through rigorous empirical research and accessible analysis.
- 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_69e0b4a3f7f48190b37f354574028ca6 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e67850ace48190b19aff5780fef7e8 |
completed | April 20, 2026, 7:02 p.m. |
Created at: April 16, 2026, 11:25 a.m.