Triple
T16445438
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Der natürliche Wert |
E399411
|
entity |
| Predicate | influencedBy |
P9
|
FINISHED |
| Object | marginalist revolution |
E394987
|
NE FINISHED |
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: marginalist revolution | Statement: [Der natürliche Wert, influencedBy, marginalist revolution]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: marginalist revolution Context triple: [Der natürliche Wert, influencedBy, marginalist revolution]
-
A.
marginal revolution in economics
chosen
The marginal revolution in economics was a late 19th-century shift that introduced marginal utility and subjective value as the foundation of modern microeconomic theory.
-
B.
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.
-
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.
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.
-
E.
The Economic Institutions of Capitalism
The Economic Institutions of Capitalism is a seminal work in transaction cost economics that analyzes how firms, markets, and contractual arrangements are structured to govern economic transactions under capitalism.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d87f2c6778819080fcfae53be8f12a |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e32cdb5d908190bb6c5cb3c794cf4b |
completed | April 18, 2026, 7:03 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0045922d748190bb3200c96f244149 |
completed | May 10, 2026, 8:45 a.m. |
Created at: April 10, 2026, 5:10 a.m.