Triple

T17771281
Position Surface form Disambiguated ID Type / Status
Subject Armen Alchian E443644 entity
Predicate notableWork P4 FINISHED
Object “Uncertainty, Evolution, and Economic Theory” 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: “Uncertainty, Evolution, and Economic Theory” | Statement: [Armen Alchian, notableWork, “Uncertainty, Evolution, and Economic Theory”]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: “Uncertainty, Evolution, and Economic Theory”
Context triple: [Armen Alchian, notableWork, “Uncertainty, Evolution, and Economic Theory”]
  • A. The Process of Economic Evolution
    The Process of Economic Evolution is an essay by José Carlos Mariátegui that analyzes Peru’s historical and social development through a Marxist lens, focusing on how economic structures and class relations have shaped the country’s reality.
  • B. The Entropy Law and the Economic Process
    The Entropy Law and the Economic Process is a foundational work in ecological economics that applies the concept of entropy from thermodynamics to critique conventional economic theory and highlight the physical limits to economic growth.
  • C. Three Essays on the State of Economic Science
    Three Essays on the State of Economic Science is a seminal collection of essays by economist Tjalling C. Koopmans that helped shape modern econometric and economic theory through its rigorous analysis of scientific methodology in economics.
  • 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. Theory of Economic Dynamics
    Theory of Economic Dynamics is a seminal work by Michał Kalecki that develops a macroeconomic framework for analyzing business cycles, investment, and long-run growth under conditions of imperfect competition.
  • 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: “Uncertainty, Evolution, and Economic Theory”
Target entity description: “Uncertainty, Evolution, and Economic Theory” is a seminal 1950 economics paper that applies evolutionary reasoning to market competition, arguing that profit-maximizing behavior survives through selection even when individual firms face uncertainty and do not behave perfectly rationally.
  • A. The Process of Economic Evolution
    The Process of Economic Evolution is an essay by José Carlos Mariátegui that analyzes Peru’s historical and social development through a Marxist lens, focusing on how economic structures and class relations have shaped the country’s reality.
  • B. The Entropy Law and the Economic Process
    The Entropy Law and the Economic Process is a foundational work in ecological economics that applies the concept of entropy from thermodynamics to critique conventional economic theory and highlight the physical limits to economic growth.
  • C. Three Essays on the State of Economic Science
    Three Essays on the State of Economic Science is a seminal collection of essays by economist Tjalling C. Koopmans that helped shape modern econometric and economic theory through its rigorous analysis of scientific methodology in economics.
  • 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. Theory of Economic Dynamics
    Theory of Economic Dynamics is a seminal work by Michał Kalecki that develops a macroeconomic framework for analyzing business cycles, investment, and long-run growth under conditions of imperfect competition.
  • 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.