Triple
T3879461
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Carl Menger |
E92584
|
entity |
| Predicate | originalTitleOfWork |
P6930
|
FINISHED |
| Object |
Grundsätze der Volkswirtschaftslehre
Grundsätze der Volkswirtschaftslehre is Carl Menger’s foundational 1871 treatise that launched the Austrian School of economics and introduced the theory of marginal utility.
|
E394985
|
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: Grundsätze der Volkswirtschaftslehre | Statement: [Carl Menger, originalTitleOfWork, Grundsätze der Volkswirtschaftslehre]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Grundsätze der Volkswirtschaftslehre Context triple: [Carl Menger, originalTitleOfWork, Grundsätze der Volkswirtschaftslehre]
-
A.
Die Grundlagen der Nationalökonomie
Die Grundlagen der Nationalökonomie is a foundational work of ordoliberal economic theory that systematically outlines the principles of a competitive market order and the role of the state in securing it.
-
B.
Grundsätze der Wirtschaftspolitik
Grundsätze der Wirtschaftspolitik is a foundational work of ordoliberal economic theory in which Walter Eucken outlines the principles for a competitive, rules-based economic order.
-
C.
The Economic Point of View
The Economic Point of View is a foundational work in Austrian economics by Israel Kirzner that clarifies and defends the distinct methodological perspective of economic science.
-
D.
"Principles of Economics"
"Principles of Economics" is a widely used introductory economics textbook by Gregory Mankiw that presents core microeconomic and macroeconomic concepts in an accessible, principles-based framework.
-
E.
On the Theory of Economic Policy
On the Theory of Economic Policy is a foundational work in economics by Jan Tinbergen that systematically analyzes how governments can design and coordinate economic policies using formal models and quantitative 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: Grundsätze der Volkswirtschaftslehre Triple: [Carl Menger, originalTitleOfWork, Grundsätze der Volkswirtschaftslehre]
Generated description
Grundsätze der Volkswirtschaftslehre is Carl Menger’s foundational 1871 treatise that launched the Austrian School of economics and introduced the theory of marginal utility.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Grundsätze der Volkswirtschaftslehre Target entity description: Grundsätze der Volkswirtschaftslehre is Carl Menger’s foundational 1871 treatise that launched the Austrian School of economics and introduced the theory of marginal utility.
-
A.
Die Grundlagen der Nationalökonomie
Die Grundlagen der Nationalökonomie is a foundational work of ordoliberal economic theory that systematically outlines the principles of a competitive market order and the role of the state in securing it.
-
B.
Grundsätze der Wirtschaftspolitik
Grundsätze der Wirtschaftspolitik is a foundational work of ordoliberal economic theory in which Walter Eucken outlines the principles for a competitive, rules-based economic order.
-
C.
The Economic Point of View
The Economic Point of View is a foundational work in Austrian economics by Israel Kirzner that clarifies and defends the distinct methodological perspective of economic science.
-
D.
"Principles of Economics"
"Principles of Economics" is a widely used introductory economics textbook by Gregory Mankiw that presents core microeconomic and macroeconomic concepts in an accessible, principles-based framework.
-
E.
On the Theory of Economic Policy
On the Theory of Economic Policy is a foundational work in economics by Jan Tinbergen that systematically analyzes how governments can design and coordinate economic policies using formal models and quantitative 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_69aed967448c819086c4b358d37b25aa |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aeec7438808190b6c90fcb3000ebe9 |
completed | March 9, 2026, 3:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b51253da2081908689f06975fb4db1 |
completed | March 14, 2026, 7:46 a.m. |
| NEDg | Description generation | batch_69b5132715888190bc5ba6182965e813 |
completed | March 14, 2026, 7:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b513b382748190b201bc2ed068c3e6 |
completed | March 14, 2026, 7:52 a.m. |
Created at: March 9, 2026, 3:20 p.m.