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.