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.