Triple

T17902318
Position Surface form Disambiguated ID Type / Status
Subject Behavioral theory of the firm E447611 entity
Predicate articulatedIn P519 FINISHED
Object book "A Behavioral Theory of the Firm" E447611 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: book "A Behavioral Theory of the Firm" | Statement: [Behavioral theory of the firm, articulatedIn, book "A Behavioral Theory of the Firm"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: book "A Behavioral Theory of the Firm"
Context triple: [Behavioral theory of the firm, articulatedIn, book "A Behavioral Theory of the Firm"]
  • A. behavioral theory of the firm chosen
    The behavioral theory of the firm is an organizational and economic framework that explains how companies actually make decisions based on bounded rationality, routines, and internal politics rather than purely profit-maximizing optimization.
  • B. "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.
  • C. The Theory of Business Enterprise
    The Theory of Business Enterprise is an influential 1904 work of institutional economics in which Thorstein Veblen analyzes how profit-driven business practices can conflict with and distort the broader industrial and social interests of society.
  • D. Studies in Economic Theory of Decision and Organization
    Studies in Economic Theory of Decision and Organization is a seminal collection of Jacob Marschak’s contributions to decision theory and the economics of organizations, emphasizing formal analysis of choice under uncertainty and information.
  • E. Human Action: A Treatise on Economics
    "Human Action: A Treatise on Economics" is Ludwig von Mises’s seminal work of Austrian School economics, presenting a comprehensive, praxeological analysis of human behavior and market processes.
  • 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_69d8b9f59bd48190a6fc925a855b8bac completed April 10, 2026, 8:51 a.m.
NER Named-entity recognition batch_69e49e99c3188190aead24cd3d48c7a7 completed April 19, 2026, 9:21 a.m.
NED1 Entity disambiguation (via context triple) batch_6a031b2a27748190b620da54b4222a37 completed May 12, 2026, 12:20 p.m.
Created at: April 10, 2026, 10:19 a.m.