Triple
T15791552
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Italian school of economics |
E382872
|
entity |
| Predicate | hasNotableRepresentative |
P304
|
FINISHED |
| Object |
Antonio De Viti De Marco
Antonio De Viti De Marco was an influential Italian economist and public finance theorist, known as a leading figure of the Italian school of economics and an early proponent of modern fiscal theory.
|
E1364344
|
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: Antonio De Viti De Marco | Statement: [Italian school of economics, hasNotableRepresentative, Antonio De Viti De Marco]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Antonio De Viti De Marco Context triple: [Italian school of economics, hasNotableRepresentative, Antonio De Viti De Marco]
-
A.
Benedetto De Martino
Benedetto De Martino is a neuroscientist known for his research on the neural and computational mechanisms underlying decision-making and economic behavior.
-
B.
Galvano Della Volpe
Galvano Della Volpe was a 20th-century Italian Marxist philosopher known for his rigorous, anti-Hegelian reinterpretation of Marxism and his influence on Western Marxist thought.
-
C.
Antonio Cordiani
Antonio Cordiani, better known as Antonio da Sangallo the Younger, was a prominent Italian Renaissance architect renowned for his work on St. Peter’s Basilica and numerous other major Roman buildings.
-
D.
Antonio Bologna
Antonio Bologna is a central tragic figure in John Webster’s Jacobean play "The Duchess of Malfi," known as the Duchess’s steward and secret husband whose loyalty and integrity ultimately lead to his downfall.
-
E.
Antonio Quercia
Antonio Quercia is a Chilean cinematographer known for his work on genre films, including Eli Roth’s horror movie "The Green Inferno."
- 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: Antonio De Viti De Marco Triple: [Italian school of economics, hasNotableRepresentative, Antonio De Viti De Marco]
Generated description
Antonio De Viti De Marco was an influential Italian economist and public finance theorist, known as a leading figure of the Italian school of economics and an early proponent of modern fiscal theory.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Antonio De Viti De Marco Target entity description: Antonio De Viti De Marco was an influential Italian economist and public finance theorist, known as a leading figure of the Italian school of economics and an early proponent of modern fiscal theory.
-
A.
Benedetto De Martino
Benedetto De Martino is a neuroscientist known for his research on the neural and computational mechanisms underlying decision-making and economic behavior.
-
B.
Galvano Della Volpe
Galvano Della Volpe was a 20th-century Italian Marxist philosopher known for his rigorous, anti-Hegelian reinterpretation of Marxism and his influence on Western Marxist thought.
-
C.
Antonio Cordiani
Antonio Cordiani, better known as Antonio da Sangallo the Younger, was a prominent Italian Renaissance architect renowned for his work on St. Peter’s Basilica and numerous other major Roman buildings.
-
D.
Antonio Bologna
Antonio Bologna is a central tragic figure in John Webster’s Jacobean play "The Duchess of Malfi," known as the Duchess’s steward and secret husband whose loyalty and integrity ultimately lead to his downfall.
-
E.
Antonio Quercia
Antonio Quercia is a Chilean cinematographer known for his work on genre films, including Eli Roth’s horror movie "The Green Inferno."
- 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_69d86da16e188190b89af699f1ed0bfe |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e0b4d9623081908496cdfdf86a078a |
completed | April 16, 2026, 10:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0700c341c08190962c16d616a6e31a |
completed | May 15, 2026, 11:17 a.m. |
| NEDg | Description generation | batch_6a0701325a28819090367843e04f2f3f |
completed | May 15, 2026, 11:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0701d18c5c819091427fc872dd18cb |
completed | May 15, 2026, 11:21 a.m. |
Created at: April 10, 2026, 4:48 a.m.