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 NE NERFINISHED

How this triple was built (3 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.
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 (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_69d86da16e188190b89af699f1ed0bfe completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e0b4d9623081908496cdfdf86a078a completed April 16, 2026, 10:07 a.m.
Created at: April 10, 2026, 4:48 a.m.