Triple

T4025781
Position Surface form Disambiguated ID Type / Status
Subject Milanese Enlightenment E69848 entity
Predicate hasParticipant P149 FINISHED
Object Ferdinando Galiani
Ferdinando Galiani was an 18th-century Italian economist, diplomat, and Enlightenment thinker known for his influential writings on political economy and his witty intellectual contributions in Italy and France.
E409192 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: Ferdinando Galiani | Statement: [Milanese Enlightenment, hasParticipant, Ferdinando Galiani]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ferdinando Galiani
Context triple: [Milanese Enlightenment, hasParticipant, Ferdinando Galiani]
  • A. Giambattista Vico
    Giambattista Vico was an 18th-century Italian philosopher and historian best known for his pioneering work on the philosophy of history and the cyclical development of civilizations in his book "The New Science."
  • B. Antonio Genovesi
    Antonio Genovesi was an 18th-century Italian philosopher and economist, renowned as a pioneer of political economy and for holding one of the first university chairs in economics in Europe.
  • C. Alessandro Verri
    Alessandro Verri was an 18th-century Italian writer, jurist, and Enlightenment intellectual known for his historical and philosophical works and his role in Milan’s cultural reform movement.
  • D. François Quesnay
    François Quesnay was an 18th-century French economist and leading figure of the Physiocratic school, known for his influential economic theories emphasizing agriculture as the source of national wealth.
  • E. Anne-Robert-Jacques Turgot
    Anne-Robert-Jacques Turgot was an 18th-century French economist, statesman, and early advocate of economic liberalism whose ideas influenced later classical economics.
  • 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: Ferdinando Galiani
Triple: [Milanese Enlightenment, hasParticipant, Ferdinando Galiani]
Generated description
Ferdinando Galiani was an 18th-century Italian economist, diplomat, and Enlightenment thinker known for his influential writings on political economy and his witty intellectual contributions in Italy and France.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ferdinando Galiani
Target entity description: Ferdinando Galiani was an 18th-century Italian economist, diplomat, and Enlightenment thinker known for his influential writings on political economy and his witty intellectual contributions in Italy and France.
  • A. Giambattista Vico
    Giambattista Vico was an 18th-century Italian philosopher and historian best known for his pioneering work on the philosophy of history and the cyclical development of civilizations in his book "The New Science."
  • B. Antonio Genovesi
    Antonio Genovesi was an 18th-century Italian philosopher and economist, renowned as a pioneer of political economy and for holding one of the first university chairs in economics in Europe.
  • C. Alessandro Verri
    Alessandro Verri was an 18th-century Italian writer, jurist, and Enlightenment intellectual known for his historical and philosophical works and his role in Milan’s cultural reform movement.
  • D. François Quesnay
    François Quesnay was an 18th-century French economist and leading figure of the Physiocratic school, known for his influential economic theories emphasizing agriculture as the source of national wealth.
  • E. Anne-Robert-Jacques Turgot
    Anne-Robert-Jacques Turgot was an 18th-century French economist, statesman, and early advocate of economic liberalism whose ideas influenced later classical economics.
  • 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_69aed92e29ac819080f7a98b594fec05 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefaec08dc8190a341809059554f84 completed March 9, 2026, 4:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5562f3fd881909975cb85143ad466 completed March 14, 2026, 12:35 p.m.
NEDg Description generation batch_69b55a3d0f3c8190942f8b93129310a9 completed March 14, 2026, 12:53 p.m.
NED2 Entity disambiguation (via description) batch_69b55a9ec7e88190bc5d165fd666f4b3 completed March 14, 2026, 12:54 p.m.
Created at: March 9, 2026, 3:36 p.m.