Triple
T12694194
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | George Stigler |
E303285
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
The Theory of Price
The Theory of Price is a foundational economics book by George Stigler that systematically develops microeconomic price theory and the behavior of markets.
|
E998217
|
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: The Theory of Price | Statement: [George Stigler, notableWork, The Theory of Price]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Theory of Price Context triple: [George Stigler, notableWork, The Theory of Price]
-
A.
The Theory and Measurement of Demand
The Theory and Measurement of Demand is a foundational economics book by Henry Schultz that rigorously develops statistical and mathematical methods for estimating consumer demand.
-
B.
The Scope and Method of Economic Science
The Scope and Method of Economic Science is a foundational work in economic methodology that examines the proper aims, limits, and scientific status of economics as a discipline.
-
C.
The Theory of Business Enterprise
The Theory of Business Enterprise is an influential 1904 work of institutional economics in which Thorstein Veblen analyzes how profit-driven business practices can conflict with and distort the broader industrial and social interests of society.
-
D.
General Theory of Value
General Theory of Value is a major work in philosophy by Ralph Barton Perry that systematically examines the nature, foundations, and role of value in human life and ethics.
-
E.
The Theory of Wages
The Theory of Wages is a foundational economic work by John R. Hicks that analyzes how wages are determined within competitive labor markets and broader economic systems.
- 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: The Theory of Price Triple: [George Stigler, notableWork, The Theory of Price]
Generated description
The Theory of Price is a foundational economics book by George Stigler that systematically develops microeconomic price theory and the behavior of markets.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Theory of Price Target entity description: The Theory of Price is a foundational economics book by George Stigler that systematically develops microeconomic price theory and the behavior of markets.
-
A.
The Theory and Measurement of Demand
The Theory and Measurement of Demand is a foundational economics book by Henry Schultz that rigorously develops statistical and mathematical methods for estimating consumer demand.
-
B.
The Scope and Method of Economic Science
The Scope and Method of Economic Science is a foundational work in economic methodology that examines the proper aims, limits, and scientific status of economics as a discipline.
-
C.
The Theory of Business Enterprise
The Theory of Business Enterprise is an influential 1904 work of institutional economics in which Thorstein Veblen analyzes how profit-driven business practices can conflict with and distort the broader industrial and social interests of society.
-
D.
General Theory of Value
General Theory of Value is a major work in philosophy by Ralph Barton Perry that systematically examines the nature, foundations, and role of value in human life and ethics.
-
E.
The Theory of Wages
The Theory of Wages is a foundational economic work by John R. Hicks that analyzes how wages are determined within competitive labor markets and broader economic systems.
- 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_69d7bdef90d48190b46b88270e780946 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d961ebd17081909f983567e4b36533 |
completed | April 10, 2026, 8:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f671ae935c8190a7fc2cf3c0987248 |
completed | May 2, 2026, 9:50 p.m. |
| NEDg | Description generation | batch_69f6740129688190b286ce7acb4848c7 |
completed | May 2, 2026, 10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f675249d248190933421df49d3a2ab |
completed | May 2, 2026, 10:05 p.m. |
Created at: April 9, 2026, 5:22 p.m.