Triple

T23502217
Position Surface form Disambiguated ID Type / Status
Subject Stewart C. Myers E571879 entity
Predicate authorOf P4244 FINISHED
Object Principles of Corporate Finance
Principles of Corporate Finance is a widely used, authoritative textbook that explains the core theories and practical applications of modern corporate financial management and valuation.
E1589053 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: Principles of Corporate Finance | Statement: [Stewart C. Myers, authorOf, Principles of Corporate Finance]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Principles of Corporate Finance
Context triple: [Stewart C. Myers, authorOf, Principles of Corporate Finance]
  • 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. Principi di economia finanziaria
    "Principi di economia finanziaria" is a foundational Italian-language work on financial economics that systematically presents the principles governing financial markets, instruments, and corporate finance decisions.
  • 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. Value Investing: From Graham to Buffett and Beyond
    "Value Investing: From Graham to Buffett and Beyond" is a widely regarded finance book by Bruce Greenwald that explains and updates the principles of classic value investing for modern markets, drawing on the approaches of Benjamin Graham and Warren Buffett.
  • 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: Principles of Corporate Finance
Triple: [Stewart C. Myers, authorOf, Principles of Corporate Finance]
Generated description
Principles of Corporate Finance is a widely used, authoritative textbook that explains the core theories and practical applications of modern corporate financial management and valuation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Principles of Corporate Finance
Target entity description: Principles of Corporate Finance is a widely used, authoritative textbook that explains the core theories and practical applications of modern corporate financial management and valuation.
  • 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. Principi di economia finanziaria
    "Principi di economia finanziaria" is a foundational Italian-language work on financial economics that systematically presents the principles governing financial markets, instruments, and corporate finance decisions.
  • 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. Value Investing: From Graham to Buffett and Beyond
    "Value Investing: From Graham to Buffett and Beyond" is a widely regarded finance book by Bruce Greenwald that explains and updates the principles of classic value investing for modern markets, drawing on the approaches of Benjamin Graham and Warren Buffett.
  • 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_69e245b4829881909b77a70e942bbd54 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f1a8fd65e08190ae94ad4f0638cc0e completed April 29, 2026, 6:45 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c8275e2bc8190a908d41a9824f2f8 completed May 19, 2026, 3:32 p.m.
NEDg Description generation batch_6a0ca6f2d4288190b0b5fd46d2a387bf completed May 19, 2026, 6:07 p.m.
NED2 Entity disambiguation (via description) batch_6a0ca7f09af48190b7bfdae25d2f286b completed May 19, 2026, 6:12 p.m.
Created at: April 17, 2026, 6:06 p.m.