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.