Triple
T18626039
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | transaction cost economics |
E455285
|
entity |
| Predicate | keyWork |
P5745
|
FINISHED |
| Object | “Markets and Hierarchies” |
—
|
NE NERFINISHED |
How this triple was built (2 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: “Markets and Hierarchies” | Statement: [transaction cost economics, keyWork, “Markets and Hierarchies”]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: “Markets and Hierarchies” Context triple: [transaction cost economics, keyWork, “Markets and Hierarchies”]
-
A.
Markets and Hierarchies: Analysis and Antitrust Implications
chosen
Markets and Hierarchies: Analysis and Antitrust Implications is a seminal 1975 book in transaction cost economics that examines how firms and markets are structured and the implications of these organizational forms for antitrust policy.
-
B.
"The Nature of the Firm"
"The Nature of the Firm" is a foundational 1937 economic essay by Ronald Coase that explains why firms exist and how transaction costs shape their size and structure.
-
C.
“Exchange and Production: Competition, Coordination, and Control”
“Exchange and Production: Competition, Coordination, and Control” is a foundational economics text by Armen Alchian (with coauthor William R. Allen) that presents a clear, price-theoretic analysis of markets, competition, and the institutional framework of a free enterprise system.
-
D.
Beyond the Invisible Hand
Beyond the Invisible Hand is a book by economist Kaushik Basu that critically examines free-market ideology and argues for a more ethically grounded and institutionally aware approach to economics.
-
E.
“Production, Information Costs, and Economic Organization”
“Production, Information Costs, and Economic Organization” is a seminal 1972 economics paper by Armen Alchian and Harold Demsetz that analyzes how information and monitoring costs shape the structure and boundaries of firms.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69d8d38cc7948190a55ea64e5638994e |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e54f04d0cc81909c3c6022c5dfdb63 |
completed | April 19, 2026, 9:54 p.m. |
Created at: April 10, 2026, 11:46 a.m.