Triple
T19290518
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nicholas Georgescu-Roegen |
E482426
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Analytical Economics
Analytical Economics is a significant work by economist Nicholas Georgescu-Roegen that develops rigorous theoretical foundations for economic analysis, particularly in production theory and consumer behavior.
|
E1369328
|
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: Analytical Economics | Statement: [Nicholas Georgescu-Roegen, notableWork, Analytical Economics]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Analytical Economics Context triple: [Nicholas Georgescu-Roegen, notableWork, Analytical Economics]
-
A.
Foundations of Economic Analysis
Foundations of Economic Analysis is a landmark 1947 economics book by Paul Samuelson that applied rigorous mathematical methods to unify and formalize microeconomic and macroeconomic theory.
-
B.
History of Economic Analysis
History of Economic Analysis is a comprehensive, posthumously published survey of the development of economic thought, written by economist Joseph Schumpeter.
-
C.
Theoretical Economics
Theoretical Economics is a peer-reviewed academic journal that publishes research in economic theory, including microeconomic theory, game theory, and related fields.
-
D.
Essentials of Economic Theory
Essentials of Economic Theory is a foundational economics text by John Bates Clark that systematically presents his marginal productivity theory of distribution and other core principles of neoclassical economics.
-
E.
Econometric Analysis
Econometric Analysis is a widely used graduate-level textbook that provides a comprehensive and rigorous treatment of econometric theory and methods.
- 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: Analytical Economics Triple: [Nicholas Georgescu-Roegen, notableWork, Analytical Economics]
Generated description
Analytical Economics is a significant work by economist Nicholas Georgescu-Roegen that develops rigorous theoretical foundations for economic analysis, particularly in production theory and consumer behavior.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Analytical Economics Target entity description: Analytical Economics is a significant work by economist Nicholas Georgescu-Roegen that develops rigorous theoretical foundations for economic analysis, particularly in production theory and consumer behavior.
-
A.
Foundations of Economic Analysis
Foundations of Economic Analysis is a landmark 1947 economics book by Paul Samuelson that applied rigorous mathematical methods to unify and formalize microeconomic and macroeconomic theory.
-
B.
History of Economic Analysis
History of Economic Analysis is a comprehensive, posthumously published survey of the development of economic thought, written by economist Joseph Schumpeter.
-
C.
Theoretical Economics
Theoretical Economics is a peer-reviewed academic journal that publishes research in economic theory, including microeconomic theory, game theory, and related fields.
-
D.
Essentials of Economic Theory
Essentials of Economic Theory is a foundational economics text by John Bates Clark that systematically presents his marginal productivity theory of distribution and other core principles of neoclassical economics.
-
E.
Econometric Analysis
Econometric Analysis is a widely used graduate-level textbook that provides a comprehensive and rigorous treatment of econometric theory and methods.
- 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_69d8e8cf61b0819096fe3e4107827c4e |
completed | April 10, 2026, 12:10 p.m. |
| NER | Named-entity recognition | batch_69e5fc05c9dc8190846b279f82ae0fa3 |
completed | April 20, 2026, 10:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07144d5ab48190a04d6974262f0e3f |
completed | May 15, 2026, 12:40 p.m. |
| NEDg | Description generation | batch_6a0715514bac8190aafb36b96d4b167d |
completed | May 15, 2026, 12:45 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07163cb15881908435e7d2fa68b06e |
completed | May 15, 2026, 12:49 p.m. |
Created at: April 10, 2026, 1:30 p.m.