Triple
T8901566
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jacob Marschak |
E211940
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Economic Theory of Information
Economic Theory of Information is a foundational work in economics that analyzes how information, its acquisition, and its costs influence decision-making and market behavior.
|
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: Economic Theory of Information | Statement: [Jacob Marschak, notableWork, Economic Theory of Information]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Economic Theory of Information Context triple: [Jacob Marschak, notableWork, Economic Theory of Information]
-
A.
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.
-
B.
Theoretical Economics
Theoretical Economics is a peer-reviewed academic journal that publishes research in economic theory, including microeconomic theory, game theory, and related fields.
-
C.
Market Theory and the Price System
"Market Theory and the Price System" is an economics book by Israel Kirzner that presents a clear, Austrian-school analysis of how market prices coordinate decentralized decision-making in a competitive economy.
-
D.
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.
-
E.
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.
- 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: Economic Theory of Information Triple: [Jacob Marschak, notableWork, Economic Theory of Information]
Generated description
Economic Theory of Information is a foundational work in economics that analyzes how information, its acquisition, and its costs influence decision-making and market behavior.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Economic Theory of Information Target entity description: Economic Theory of Information is a foundational work in economics that analyzes how information, its acquisition, and its costs influence decision-making and market behavior.
-
A.
an information-theoretic perspective on economic systems
chosen
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.
-
B.
Theoretical Economics
Theoretical Economics is a peer-reviewed academic journal that publishes research in economic theory, including microeconomic theory, game theory, and related fields.
-
C.
Market Theory and the Price System
"Market Theory and the Price System" is an economics book by Israel Kirzner that presents a clear, Austrian-school analysis of how market prices coordinate decentralized decision-making in a competitive economy.
-
D.
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.
-
E.
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.
- F. None of above.
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_69ca83918d3081909b326fa3750cb8c8 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc642a104081908df2d64e8f9ad0c8 |
completed | April 1, 2026, 12:17 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfac1846f481909aad27a6dacddba2 |
completed | April 3, 2026, 12:01 p.m. |
| NEDg | Description generation | batch_69cfacb58f208190b5e8eeba58f1bd78 |
completed | April 3, 2026, 12:04 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfad73f7a8819089ee3dadf321220e |
completed | April 3, 2026, 12:07 p.m. |
Created at: March 30, 2026, 6:54 p.m.