Triple
T6164420
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stefano Zamagni |
E137520
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Verso una nuova teoria economica della cooperazione
"Verso una nuova teoria economica della cooperazione" is a scholarly work by economist Stefano Zamagni that develops a theoretical framework for understanding cooperation as a central principle in economic life, beyond purely competitive market models.
|
E573598
|
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: Verso una nuova teoria economica della cooperazione | Statement: [Stefano Zamagni, notableWork, Verso una nuova teoria economica della cooperazione]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Verso una nuova teoria economica della cooperazione Context triple: [Stefano Zamagni, notableWork, Verso una nuova teoria economica della cooperazione]
-
A.
The Complexity of Cooperation
The Complexity of Cooperation is a scholarly work by Avi Wigderson that explores how ideas from computational complexity theory illuminate strategic behavior, game theory, and cooperative problem-solving.
-
B.
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.
-
C.
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.
-
D.
The Political Element in the Development of Economic Theory
The Political Element in the Development of Economic Theory is a seminal work by economist Gunnar Myrdal that critically examines how political values and ideological biases shape the formulation and evolution of economic theories.
-
E.
"The Nature of the Firm"
"The Nature of the Firm" is a foundational 1937 economic essay by Ronald Coase that explains why firms exist and how transaction costs shape their size and structure.
- 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: Verso una nuova teoria economica della cooperazione Triple: [Stefano Zamagni, notableWork, Verso una nuova teoria economica della cooperazione]
Generated description
"Verso una nuova teoria economica della cooperazione" is a scholarly work by economist Stefano Zamagni that develops a theoretical framework for understanding cooperation as a central principle in economic life, beyond purely competitive market models.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Verso una nuova teoria economica della cooperazione Target entity description: "Verso una nuova teoria economica della cooperazione" is a scholarly work by economist Stefano Zamagni that develops a theoretical framework for understanding cooperation as a central principle in economic life, beyond purely competitive market models.
-
A.
The Complexity of Cooperation
The Complexity of Cooperation is a scholarly work by Avi Wigderson that explores how ideas from computational complexity theory illuminate strategic behavior, game theory, and cooperative problem-solving.
-
B.
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.
-
C.
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.
-
D.
The Political Element in the Development of Economic Theory
The Political Element in the Development of Economic Theory is a seminal work by economist Gunnar Myrdal that critically examines how political values and ideological biases shape the formulation and evolution of economic theories.
-
E.
"The Nature of the Firm"
"The Nature of the Firm" is a foundational 1937 economic essay by Ronald Coase that explains why firms exist and how transaction costs shape their size and structure.
- 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.