Triple

T17771282
Position Surface form Disambiguated ID Type / Status
Subject Armen Alchian E443644 entity
Predicate notableWork P4 FINISHED
Object “Production, Information Costs, and Economic Organization” NE NERFINISHED

How this triple was built (3 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: “Production, Information Costs, and Economic Organization” | Statement: [Armen Alchian, notableWork, “Production, Information Costs, and Economic Organization”]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: “Production, Information Costs, and Economic Organization”
Context triple: [Armen Alchian, notableWork, “Production, Information Costs, and Economic Organization”]
  • A. 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.
  • 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. 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.
  • 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. The Theory of Industrial Organization
    The Theory of Industrial Organization is a foundational economics textbook by Jean Tirole that systematically develops modern industrial organization theory using game-theoretic tools.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: “Production, Information Costs, and Economic Organization”
Target entity description: “Production, Information Costs, and Economic Organization” is a seminal 1972 economics paper by Armen Alchian and Harold Demsetz that analyzes how information and monitoring costs shape the structure and boundaries of firms.
  • A. 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.
  • 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. 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.
  • 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. The Theory of Industrial Organization
    The Theory of Industrial Organization is a foundational economics textbook by Jean Tirole that systematically develops modern industrial organization theory using game-theoretic tools.
  • F. None of above. chosen

Provenance (2 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_69d8b9ef17708190bdf7e2adbf14ddc2 completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e486005770819085d637279b2334eb completed April 19, 2026, 7:36 a.m.
Created at: April 10, 2026, 10:11 a.m.