Triple
T1965716
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Whither Socialism? |
E42682
|
entity |
| Predicate | proposes |
P32
|
FINISHED |
| Object |
an information-theoretic perspective on economic systems
An information-theoretic perspective on economic systems views economies as complex information-processing networks, analyzing how knowledge, signals, and communication constraints shape coordination, efficiency, and institutional design.
|
E218948
|
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: an information-theoretic perspective on economic systems | Statement: [Whither Socialism?, proposes, an information-theoretic perspective on economic systems]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: an information-theoretic perspective on economic systems Context triple: [Whither Socialism?, proposes, an information-theoretic perspective on economic systems]
-
A.
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.
-
B.
Models of Bounded Rationality
Models of Bounded Rationality is a collection of Herbert A. Simon’s influential works that develop the concept of bounded rationality, explaining how real-world decision-making is constrained by limited information, cognitive capacity, and time.
-
C.
Shannon–Khinchin axioms
The Shannon–Khinchin axioms are a set of fundamental conditions that uniquely characterize Shannon entropy as the standard measure of information and uncertainty in probability theory and information theory.
-
D.
Epistemological Problems of Economics
Epistemological Problems of Economics is a work by Ludwig von Mises that examines the philosophical foundations and methodological principles underlying economic science, particularly within the Austrian School tradition.
-
E.
An Introduction to Information Theory: Symbols, Signals and Noise
An Introduction to Information Theory: Symbols, Signals and Noise is a classic, accessible textbook that explains the fundamental concepts of information theory, communication, and coding for a broad scientific and engineering audience.
- 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: an information-theoretic perspective on economic systems Triple: [Whither Socialism?, proposes, an information-theoretic perspective on economic systems]
Generated description
An information-theoretic perspective on economic systems views economies as complex information-processing networks, analyzing how knowledge, signals, and communication constraints shape coordination, efficiency, and institutional design.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: an information-theoretic perspective on economic systems Target entity description: An information-theoretic perspective on economic systems views economies as complex information-processing networks, analyzing how knowledge, signals, and communication constraints shape coordination, efficiency, and institutional design.
-
A.
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.
-
B.
Models of Bounded Rationality
Models of Bounded Rationality is a collection of Herbert A. Simon’s influential works that develop the concept of bounded rationality, explaining how real-world decision-making is constrained by limited information, cognitive capacity, and time.
-
C.
Shannon–Khinchin axioms
The Shannon–Khinchin axioms are a set of fundamental conditions that uniquely characterize Shannon entropy as the standard measure of information and uncertainty in probability theory and information theory.
-
D.
Epistemological Problems of Economics
Epistemological Problems of Economics is a work by Ludwig von Mises that examines the philosophical foundations and methodological principles underlying economic science, particularly within the Austrian School tradition.
-
E.
An Introduction to Information Theory: Symbols, Signals and Noise
An Introduction to Information Theory: Symbols, Signals and Noise is a classic, accessible textbook that explains the fundamental concepts of information theory, communication, and coding for a broad scientific and engineering audience.
- 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_69a88711151c8190940b2572095059d7 |
completed | March 4, 2026, 7:25 p.m. |
| NER | Named-entity recognition | batch_69abb3aeb20081908b0d447d9fcdbaad |
completed | March 7, 2026, 5:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adfbd52de08190b1df8adb4e2c885d |
completed | March 8, 2026, 10:44 p.m. |
| NEDg | Description generation | batch_69adfc6d7fb08190959ee247d0060f4c |
completed | March 8, 2026, 10:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adfd2f68f48190ad23db5ca6ae663a |
completed | March 8, 2026, 10:50 p.m. |
Created at: March 4, 2026, 7:36 p.m.