Triple
T1902432
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Henry Schultz |
E37719
|
entity |
| Predicate | influencedBy |
P9
|
FINISHED |
| Object | Vilfredo Pareto |
E80927
|
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: Vilfredo Pareto | Statement: [Henry Schultz, influencedBy, Vilfredo Pareto]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Vilfredo Pareto Context triple: [Henry Schultz, influencedBy, 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.
Leon Walras
Leon Walras was a 19th-century French economist best known for founding the theory of general equilibrium and helping establish neoclassical economics.
-
C.
Eugen von Böhm-Bawerk
Eugen von Böhm-Bawerk was an Austrian economist renowned for his influential work on capital and interest theory and as a leading figure of the Austrian School of economics.
-
D.
Friedrich von Wieser
Friedrich von Wieser was an Austrian economist of the Austrian School known for his work on marginal utility, opportunity cost, and the theory of imputation.
-
E.
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.
- 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_69a8861be7148190a680937ec451a304 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69abb18f10e48190b2f8c64c42cc55f3 |
completed | March 7, 2026, 5:03 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adeaf768888190885ffa1632537445 |
completed | March 8, 2026, 9:32 p.m. |
Created at: March 4, 2026, 7:35 p.m.