Triple

T13589994
Position Surface form Disambiguated ID Type / Status
Subject Jean Tirole E324667 entity
Predicate notableWork P4 FINISHED
Object The Theory of Corporate Finance E324676 NE FINISHED

How this triple was built (2 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: The Theory of Corporate Finance | Statement: [Jean Tirole, notableWork, The Theory of Corporate Finance]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Theory of Corporate Finance
Context triple: [Jean Tirole, notableWork, The Theory of Corporate Finance]
  • A. The Theory of Corporate Finance chosen
    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. Reports on the relation of corporate finance to control
    "Reports on the relation of corporate finance to control" is an early 20th-century investigative study by the U.S. Bureau of Corporations analyzing how financial structures and ownership patterns influence corporate power and control.
  • C. Reports on the relation of stock exchanges to corporate finance
    "Reports on the relation of stock exchanges to corporate finance" is an early 20th-century investigative study by the U.S. Bureau of Corporations analyzing how stock exchange practices affect corporate financing and economic power.
  • D. "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.
  • E. 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.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d80769eaf081909d82f44e484d6113 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbb055cc98819091fab597b69e5e3e completed April 12, 2026, 2:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69f76bc347b881908267455f3bdd50e8 completed May 3, 2026, 3:37 p.m.
Created at: April 9, 2026, 9:49 p.m.