Triple
T21485435
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Theory of Political Economy |
E530103
|
entity |
| Predicate | influenced |
P9
|
FINISHED |
| Object | Vilfredo Pareto |
—
|
NE NERFINISHED |
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: Vilfredo Pareto | Statement: [The Theory of Political Economy, influenced, Vilfredo Pareto]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Vilfredo Pareto Context triple: [The Theory of Political Economy, influenced, Vilfredo Pareto]
-
A.
Vilfredo Pareto
chosen
Vilfredo Pareto was an Italian economist and sociologist best known for his work on income distribution, the 80/20 principle (Pareto principle), and elite theory in social and political analysis.
-
B.
Gaetano Mosca
Gaetano Mosca was an Italian political scientist and theorist best known for his elite theory, which argued that all societies are governed by a ruling minority.
-
C.
Leon Walras
Leon Walras was a 19th-century French economist best known for founding the theory of general equilibrium and helping establish neoclassical economics.
-
D.
Piero Sraffa
Piero Sraffa was an Italian economist whose critical work on value and distribution, especially in "Production of Commodities by Means of Commodities," profoundly challenged neoclassical theory and revitalized classical political economy.
-
E.
Antonio Labriola
Antonio Labriola was an Italian Marxist philosopher and theorist known for helping to introduce and develop Marxist thought in Italy, significantly shaping later thinkers such as Antonio Gramsci.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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. |
Created at: April 16, 2026, 6:21 p.m.