Triple

T15791580
Position Surface form Disambiguated ID Type / Status
Subject Italian school of economics E382872 entity
Predicate hasKeyWork P6200 FINISHED
Object Il carattere teorico dell’economia finanziaria
"Il carattere teorico dell’economia finanziaria" is a foundational work of the Italian school of economics that systematically examines the theoretical principles underlying financial economics.
E1177566 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: Il carattere teorico dell’economia finanziaria | Statement: [Italian school of economics, hasKeyWork, Il carattere teorico dell’economia finanziaria]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Il carattere teorico dell’economia finanziaria
Context triple: [Italian school of economics, hasKeyWork, Il carattere teorico dell’economia finanziaria]
  • A. The Theory of Corporate Finance
    The Theory of Corporate Finance is a comprehensive textbook by economist Jean Tirole that systematically develops modern corporate finance theory using tools from contract theory and information economics.
  • B. Journal of Financial Economics
    The Journal of Financial Economics is a leading peer-reviewed academic journal that publishes influential research on corporate finance, asset pricing, and financial markets.
  • C. Firms, Contracts, and Financial Structure
    Firms, Contracts, and Financial Structure is a seminal book in contract theory and corporate finance that analyzes how contractual arrangements shape the boundaries, governance, and capital structure of firms.
  • D. Journal of Finance
    The Journal of Finance is a leading peer-reviewed academic journal in the field of financial economics, known for publishing influential research on topics such as asset pricing, corporate finance, and market efficiency.
  • E. Lucas asset pricing model
    The Lucas asset pricing model is a foundational rational expectations framework in macro-finance that explains asset prices through representative-agent intertemporal consumption choices under uncertainty.
  • 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: Il carattere teorico dell’economia finanziaria
Triple: [Italian school of economics, hasKeyWork, Il carattere teorico dell’economia finanziaria]
Generated description
"Il carattere teorico dell’economia finanziaria" is a foundational work of the Italian school of economics that systematically examines the theoretical principles underlying financial economics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Il carattere teorico dell’economia finanziaria
Target entity description: "Il carattere teorico dell’economia finanziaria" is a foundational work of the Italian school of economics that systematically examines the theoretical principles underlying financial economics.
  • A. The Theory of Corporate Finance
    The Theory of Corporate Finance is a comprehensive textbook by economist Jean Tirole that systematically develops modern corporate finance theory using tools from contract theory and information economics.
  • B. Journal of Financial Economics
    The Journal of Financial Economics is a leading peer-reviewed academic journal that publishes influential research on corporate finance, asset pricing, and financial markets.
  • C. Firms, Contracts, and Financial Structure
    Firms, Contracts, and Financial Structure is a seminal book in contract theory and corporate finance that analyzes how contractual arrangements shape the boundaries, governance, and capital structure of firms.
  • D. Journal of Finance
    The Journal of Finance is a leading peer-reviewed academic journal in the field of financial economics, known for publishing influential research on topics such as asset pricing, corporate finance, and market efficiency.
  • E. Lucas asset pricing model
    The Lucas asset pricing model is a foundational rational expectations framework in macro-finance that explains asset prices through representative-agent intertemporal consumption choices under uncertainty.
  • 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_69ff90ab23048190a6d976c9a3143647 completed May 9, 2026, 7:53 p.m.
NEDg Description generation batch_69ff93c259e481908d419c101512c140 completed May 9, 2026, 8:06 p.m.
NED2 Entity disambiguation (via description) batch_69ff9458a1388190bfb2b1ecbbf5ebdd completed May 9, 2026, 8:08 p.m.
Created at: April 10, 2026, 4:48 a.m.