Triple

T13590400
Position Surface form Disambiguated ID Type / Status
Subject The Theory of Corporate Finance E324676 entity
Predicate relatedWork P37 FINISHED
Object The Theory of Industrial Organization E324671 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 Industrial Organization | Statement: [The Theory of Corporate Finance, relatedWork, The Theory of Industrial Organization]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Theory of Industrial Organization
Context triple: [The Theory of Corporate Finance, relatedWork, The Theory of Industrial Organization]
  • A. The Theory of Industrial Organization chosen
    The Theory of Industrial Organization is a foundational economics textbook by Jean Tirole that systematically develops modern industrial organization theory using game-theoretic tools.
  • B. Markets and Hierarchies: Analysis and Antitrust Implications
    Markets and Hierarchies: Analysis and Antitrust Implications is a seminal 1975 book in transaction cost economics that examines how firms and markets are structured and the implications of these organizational forms for antitrust policy.
  • C. A Theory of Incentives in Procurement and Regulation (with Jean-Jacques Laffont)
    A Theory of Incentives in Procurement and Regulation is a foundational economics book that develops a rigorous principal–agent framework for designing optimal contracts and regulatory mechanisms in public procurement and regulated industries.
  • D. The Costs and Benefits of Ownership: A Theory of Vertical and Lateral Integration
    "The Costs and Benefits of Ownership: A Theory of Vertical and Lateral Integration" is a seminal economics paper by Oliver Hart (with co-authors) that develops the property-rights approach to the firm, explaining how ownership and control of assets shape optimal firm boundaries and integration decisions.
  • E. Incomplete Contracts and the Theory of the Firm
    Incomplete Contracts and the Theory of the Firm is a foundational work in organizational and contract theory that analyzes how incomplete contracts shape firm boundaries, ownership structures, and incentives.
  • 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_69f77f8ffc508190a7bc69745c43a644 completed May 3, 2026, 5:02 p.m.
Created at: April 9, 2026, 9:49 p.m.