Triple
T6164414
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stefano Zamagni |
E137520
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Civil Economy: Efficiency, Equity, Public Happiness
"Civil Economy: Efficiency, Equity, Public Happiness" is a book by economist Stefano Zamagni that presents an alternative economic paradigm emphasizing social justice, reciprocity, and the common good alongside market efficiency.
|
E573593
|
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: Civil Economy: Efficiency, Equity, Public Happiness | Statement: [Stefano Zamagni, notableWork, Civil Economy: Efficiency, Equity, Public Happiness]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Civil Economy: Efficiency, Equity, Public Happiness Context triple: [Stefano Zamagni, notableWork, Civil Economy: Efficiency, Equity, Public Happiness]
-
A.
Economics and the Public Purpose
Economics and the Public Purpose is a 1973 book by economist John Kenneth Galbraith that critiques conventional economic theory and advocates for stronger public planning and social control over large corporations to better serve societal needs.
-
B.
Economics for the Common Good
Economics for the Common Good is a book by Nobel laureate Jean Tirole that explains how modern economic thinking can be used to address major social challenges and improve public policy.
-
C.
Beyond the Invisible Hand
Beyond the Invisible Hand is a book by economist Kaushik Basu that critically examines free-market ideology and argues for a more ethically grounded and institutionally aware approach to economics.
-
D.
Inequality Reexamined
Inequality Reexamined is a philosophical and economic work by Amartya Sen that critically analyzes traditional views of inequality and justice through his capabilities approach.
-
E.
The Economics and Ethics of Private Property
The Economics and Ethics of Private Property is a libertarian treatise by Hans-Hermann Hoppe that defends private property, free markets, and anarcho-capitalism through praxeological and ethical arguments.
- 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: Civil Economy: Efficiency, Equity, Public Happiness Triple: [Stefano Zamagni, notableWork, Civil Economy: Efficiency, Equity, Public Happiness]
Generated description
"Civil Economy: Efficiency, Equity, Public Happiness" is a book by economist Stefano Zamagni that presents an alternative economic paradigm emphasizing social justice, reciprocity, and the common good alongside market efficiency.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Civil Economy: Efficiency, Equity, Public Happiness Target entity description: "Civil Economy: Efficiency, Equity, Public Happiness" is a book by economist Stefano Zamagni that presents an alternative economic paradigm emphasizing social justice, reciprocity, and the common good alongside market efficiency.
-
A.
Economics and the Public Purpose
Economics and the Public Purpose is a 1973 book by economist John Kenneth Galbraith that critiques conventional economic theory and advocates for stronger public planning and social control over large corporations to better serve societal needs.
-
B.
Economics for the Common Good
Economics for the Common Good is a book by Nobel laureate Jean Tirole that explains how modern economic thinking can be used to address major social challenges and improve public policy.
-
C.
Beyond the Invisible Hand
Beyond the Invisible Hand is a book by economist Kaushik Basu that critically examines free-market ideology and argues for a more ethically grounded and institutionally aware approach to economics.
-
D.
Inequality Reexamined
Inequality Reexamined is a philosophical and economic work by Amartya Sen that critically analyzes traditional views of inequality and justice through his capabilities approach.
-
E.
The Economics and Ethics of Private Property
The Economics and Ethics of Private Property is a libertarian treatise by Hans-Hermann Hoppe that defends private property, free markets, and anarcho-capitalism through praxeological and ethical arguments.
- 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_69c008a54fc88190b6ce4416490ca79d |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c05d6036f88190a4bf540e7fe8d48d |
completed | March 22, 2026, 9:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c1419e7f0481908b7ce6f36871f1ad |
completed | March 23, 2026, 1:35 p.m. |
| NEDg | Description generation | batch_69c14855288881909b842db040fe5c54 |
completed | March 23, 2026, 2:04 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c148d16c048190a473e8f49df43705 |
completed | March 23, 2026, 2:06 p.m. |
Created at: March 22, 2026, 4:17 p.m.