Triple
T21485450
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Theory of Political Economy |
E530103
|
entity |
| Predicate | contemporaryWith |
P6401
|
FINISHED |
| Object |
Carl Menger's Principles of Economics
Carl Menger's *Principles of Economics* is a foundational 1871 work in the Austrian School that introduced a rigorous theory of marginal utility and subjective value, reshaping modern economic thought.
|
E1488076
|
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: Carl Menger's Principles of Economics | Statement: [The Theory of Political Economy, contemporaryWith, Carl Menger's Principles of Economics]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Carl Menger's Principles of Economics Context triple: [The Theory of Political Economy, contemporaryWith, Carl Menger's Principles of Economics]
-
A.
Carl Menger
Carl Menger was an Austrian economist and founder of the Austrian School, best known for developing the theory of marginal utility and subjective value.
-
B.
The Alphabet of Economic Science
The Alphabet of Economic Science is an introductory economic treatise by Philip Wicksteed that systematically explains fundamental economic concepts in clear, accessible terms.
-
C.
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.
-
D.
Karl Menger
Karl Menger was an Austrian mathematician and philosopher known for his work in dimension theory, geometry, and the foundations of probability and economics.
-
E.
theory of marginal utility
The theory of marginal utility is an economic concept explaining how the value of a good or service is determined by the additional satisfaction or benefit gained from consuming one more unit of it.
- 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: Carl Menger's Principles of Economics Triple: [The Theory of Political Economy, contemporaryWith, Carl Menger's Principles of Economics]
Generated description
Carl Menger's *Principles of Economics* is a foundational 1871 work in the Austrian School that introduced a rigorous theory of marginal utility and subjective value, reshaping modern economic thought.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Carl Menger's Principles of Economics Target entity description: Carl Menger's *Principles of Economics* is a foundational 1871 work in the Austrian School that introduced a rigorous theory of marginal utility and subjective value, reshaping modern economic thought.
-
A.
Carl Menger
Carl Menger was an Austrian economist and founder of the Austrian School, best known for developing the theory of marginal utility and subjective value.
-
B.
The Alphabet of Economic Science
The Alphabet of Economic Science is an introductory economic treatise by Philip Wicksteed that systematically explains fundamental economic concepts in clear, accessible terms.
-
C.
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.
-
D.
Karl Menger
Karl Menger was an Austrian mathematician and philosopher known for his work in dimension theory, geometry, and the foundations of probability and economics.
-
E.
theory of marginal utility
The theory of marginal utility is an economic concept explaining how the value of a good or service is determined by the additional satisfaction or benefit gained from consuming one more unit of it.
- 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_69e0c45acc3881908e38d3f28964152b |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69e9ea365a8481909635f614b23e751f |
completed | April 23, 2026, 9:45 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a09e1339bbc81908aa0c398a0c106a4 |
completed | May 17, 2026, 3:39 p.m. |
| NEDg | Description generation | batch_6a09e2913c748190b6a14cc336cf843c |
completed | May 17, 2026, 3:45 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09e2fce69c81909d038daa7334d4a7 |
completed | May 17, 2026, 3:47 p.m. |
Created at: April 16, 2026, 6:21 p.m.