Triple
T11507962
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Robert J. Barro |
E272833
|
entity |
| Predicate | hasNotableWork |
P4
|
FINISHED |
| Object |
“On the Determination of the Public Debt”
“On the Determination of the Public Debt” is a seminal economic paper that analyzes how government borrowing decisions affect intergenerational distribution, fiscal policy, and the sustainability of public debt.
|
E930431
|
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: “On the Determination of the Public Debt” | Statement: [Robert J. Barro, hasNotableWork, “On the Determination of the Public Debt”]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: “On the Determination of the Public Debt” Context triple: [Robert J. Barro, hasNotableWork, “On the Determination of the Public Debt”]
-
A.
Public Principles of Public Debt
Public Principles of Public Debt is a seminal economic treatise by James M. Buchanan that challenges conventional views on government borrowing and its intergenerational implications.
-
B.
On the Theory of Economic Policy
On the Theory of Economic Policy is a foundational work in economics by Jan Tinbergen that systematically analyzes how governments can design and coordinate economic policies using formal models and quantitative methods.
-
C.
Third Report on the Public Credit
Third Report on the Public Credit is Alexander Hamilton’s influential 1791 Treasury report to the U.S. Congress advocating federal support for manufacturing and industrial development as key to the nation’s economic strength.
-
D.
"An Economic Interpretation of the Constitution of the United States"
"An Economic Interpretation of the Constitution of the United States" is a landmark 1913 work of American historiography that argues the U.S. Constitution was shaped primarily by the economic interests of its framers rather than purely by political theory or democratic ideals.
-
E.
A Treatise on Money
A Treatise on Money is an influential two-volume work by economist John Maynard Keynes that analyzes the functioning of monetary systems, credit, and business cycles in modern economies.
- 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: “On the Determination of the Public Debt” Triple: [Robert J. Barro, hasNotableWork, “On the Determination of the Public Debt”]
Generated description
“On the Determination of the Public Debt” is a seminal economic paper that analyzes how government borrowing decisions affect intergenerational distribution, fiscal policy, and the sustainability of public debt.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: “On the Determination of the Public Debt” Target entity description: “On the Determination of the Public Debt” is a seminal economic paper that analyzes how government borrowing decisions affect intergenerational distribution, fiscal policy, and the sustainability of public debt.
-
A.
Public Principles of Public Debt
Public Principles of Public Debt is a seminal economic treatise by James M. Buchanan that challenges conventional views on government borrowing and its intergenerational implications.
-
B.
On the Theory of Economic Policy
On the Theory of Economic Policy is a foundational work in economics by Jan Tinbergen that systematically analyzes how governments can design and coordinate economic policies using formal models and quantitative methods.
-
C.
Third Report on the Public Credit
Third Report on the Public Credit is Alexander Hamilton’s influential 1791 Treasury report to the U.S. Congress advocating federal support for manufacturing and industrial development as key to the nation’s economic strength.
-
D.
"An Economic Interpretation of the Constitution of the United States"
"An Economic Interpretation of the Constitution of the United States" is a landmark 1913 work of American historiography that argues the U.S. Constitution was shaped primarily by the economic interests of its framers rather than purely by political theory or democratic ideals.
-
E.
A Treatise on Money
A Treatise on Money is an influential two-volume work by economist John Maynard Keynes that analyzes the functioning of monetary systems, credit, and business cycles in modern economies.
- 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_69d6aae2c3748190bed2ea50dfb160dc |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d86db43a648190be859bec2fe9f43b |
completed | April 10, 2026, 3:25 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e624f5c9608190bde28a59860b3c93 |
completed | April 20, 2026, 1:07 p.m. |
| NEDg | Description generation | batch_69e62cf44018819094818f11ac653763 |
completed | April 20, 2026, 1:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e674c3a98c8190b32dc6879cb3a5f9 |
completed | April 20, 2026, 6:47 p.m. |
Created at: April 8, 2026, 9:36 p.m.