Triple

T2847980
Position Surface form Disambiguated ID Type / Status
Subject Israel Kirzner E63025 entity
Predicate notableWork P4 FINISHED
Object Competition and Entrepreneurship
Competition and Entrepreneurship is a seminal book in Austrian economics that analyzes how entrepreneurial discovery drives market processes, coordination, and competition.
E303277 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: Competition and Entrepreneurship | Statement: [Israel Kirzner, notableWork, Competition and Entrepreneurship]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Competition and Entrepreneurship
Context triple: [Israel Kirzner, notableWork, Competition and Entrepreneurship]
  • A. Capital and Growth
    Capital and Growth is an influential economic treatise by John R. Hicks that analyzes long-run economic growth, capital accumulation, and the dynamics of expanding economies.
  • B. Freedom and Innovation
    Freedom and Innovation is the guiding motto of Ritsumeikan University, emphasizing independent thinking and creative progress in education and research.
  • C. Economy and Society
    Economy and Society is Max Weber’s foundational sociological treatise that systematically analyzes the structures of authority, bureaucracy, and the relationship between economy, law, and social order.
  • D. The Antitrust Paradox
    The Antitrust Paradox is a highly influential 1978 book by legal scholar Robert Bork that reshaped U.S. antitrust law by arguing that its primary goal should be the protection of consumer welfare rather than competitors.
  • E. Value and Capital
    Value and Capital is a foundational economics book by John R. Hicks that rigorously develops general equilibrium and welfare theory, profoundly influencing modern microeconomic analysis.
  • 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: Competition and Entrepreneurship
Triple: [Israel Kirzner, notableWork, Competition and Entrepreneurship]
Generated description
Competition and Entrepreneurship is a seminal book in Austrian economics that analyzes how entrepreneurial discovery drives market processes, coordination, and competition.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Competition and Entrepreneurship
Target entity description: Competition and Entrepreneurship is a seminal book in Austrian economics that analyzes how entrepreneurial discovery drives market processes, coordination, and competition.
  • A. Capital and Growth
    Capital and Growth is an influential economic treatise by John R. Hicks that analyzes long-run economic growth, capital accumulation, and the dynamics of expanding economies.
  • B. Freedom and Innovation
    Freedom and Innovation is the guiding motto of Ritsumeikan University, emphasizing independent thinking and creative progress in education and research.
  • C. Economy and Society
    Economy and Society is Max Weber’s foundational sociological treatise that systematically analyzes the structures of authority, bureaucracy, and the relationship between economy, law, and social order.
  • D. The Antitrust Paradox
    The Antitrust Paradox is a highly influential 1978 book by legal scholar Robert Bork that reshaped U.S. antitrust law by arguing that its primary goal should be the protection of consumer welfare rather than competitors.
  • E. Value and Capital
    Value and Capital is a foundational economics book by John R. Hicks that rigorously develops general equilibrium and welfare theory, profoundly influencing modern microeconomic analysis.
  • 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_69ab4c407c408190857d25e027155ce9 completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abdf403698819084fb4ace5839aa05 completed March 7, 2026, 8:18 a.m.
NED1 Entity disambiguation (via context triple) batch_69afe8dbdff88190b6c46cfd6ef54bb8 completed March 10, 2026, 9:48 a.m.
NEDg Description generation batch_69afe9ac2e94819095513eab63b60dc4 completed March 10, 2026, 9:51 a.m.
NED2 Entity disambiguation (via description) batch_69b002c3187481909c0e352d5902a468 completed March 10, 2026, 11:38 a.m.
Created at: March 6, 2026, 10:02 p.m.