Triple
T4105530
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Book IV: Of the Influence of the Progress of Society on Production and Distribution |
E88440
|
entity |
| Predicate | hasAuthorEconomicSchool |
P17542
|
FINISHED |
| Object | classical economics |
—
|
LITERAL 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: classical economics | Statement: [Book IV: Of the Influence of the Progress of Society on Production and Distribution, hasAuthorEconomicSchool, classical economics]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasAuthorEconomicSchool Context triple: [Book IV: Of the Influence of the Progress of Society on Production and Distribution, hasAuthorEconomicSchool, classical economics]
-
A.
hasEconomicIdea
Indicates that an entity possesses, proposes, or is associated with a particular economic concept, theory, or viewpoint.
-
B.
economicSchool
chosen
Indicates that one entity is associated with, follows, or is classified under a particular school or tradition of economic thought represented by the other entity.
-
C.
hasEconomicActor
Indicates that an entity participates in or influences an economic activity, process, or system in the role of an economic actor.
-
D.
hasEconomicRole
Indicates that an entity participates in or fulfills a specific function, position, or responsibility within an economic system or activity.
-
E.
hasEconomicOrganization
Indicates that an entity possesses, is associated with, or participates in a specific economic organization or institutional economic structure.
- F. None of above.
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_69aed9484fb881909146f4c772ad277c |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69af03d7240c8190a64dcbc669772808 |
completed | March 9, 2026, 5:31 p.m. |
| PD | Predicate disambiguation | batch_69af0183eb84819087d7184de28f5514 |
completed | March 9, 2026, 5:21 p.m. |
Created at: March 9, 2026, 3:40 p.m.