Triple
T18416911
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | James M. Buchanan |
E441915
|
entity |
| Predicate | theoreticalApproach |
P1717
|
FINISHED |
| Object | Virginia school of political economy |
E438120
|
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: Virginia school of political economy | Statement: [James M. Buchanan, theoreticalApproach, Virginia school of political economy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Virginia school of political economy Context triple: [James M. Buchanan, theoreticalApproach, Virginia school of political economy]
-
A.
Enlightenment political economy
Enlightenment political economy was an 18th-century intellectual movement that applied reason and emerging social science to analyze and reform economic institutions, trade, and state policy in pursuit of progress and prosperity.
-
B.
Pre-Revolutionary Virginia
Pre-Revolutionary Virginia refers to the period in Virginia’s colonial history before the American Revolution, marked by plantation-based agriculture, enslaved labor, and growing political tensions with Britain.
-
C.
Papers Relating to Political Economy
Papers Relating to Political Economy is a collection of influential essays by economist Francis Ysidro Edgeworth that helped shape early neoclassical economic theory and the use of mathematical methods in economics.
-
D.
English colonial leadership in Virginia
English colonial leadership in Virginia refers to the group of early 17th-century English officials and governors who directed the establishment, governance, and survival of the Jamestown colony and surrounding settlements.
-
E.
Center for Study of Public Choice
chosen
The Center for Study of Public Choice is a research institute devoted to applying economic analysis to political decision-making and collective choice processes.
- 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_69d8b9eb8a508190a942fd75ebd8b1dc |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e51a284b608190b77c360a72aceb7a |
completed | April 19, 2026, 6:08 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a03e24f407c8190899de1640277fcc8 |
completed | May 13, 2026, 2:30 a.m. |
Created at: April 10, 2026, 10:47 a.m.