Triple
T30013212
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Petrus Johannes Verdoorn |
E762521
|
entity |
| Predicate | hasTheoreticalContribution |
P84902
|
FINISHED |
| Object | linking output expansion to productivity gains via learning-by-doing and scale effects |
—
|
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: linking output expansion to productivity gains via learning-by-doing and scale effects | Statement: [Petrus Johannes Verdoorn, hasTheoreticalContribution, linking output expansion to productivity gains via learning-by-doing and scale effects]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasTheoreticalContribution Context triple: [Petrus Johannes Verdoorn, hasTheoreticalContribution, linking output expansion to productivity gains via learning-by-doing and scale effects]
-
A.
hasTheoreticalJournal
Indicates that an entity is associated with or possesses a theoretical journal, typically as a publication, resource, or reference.
-
B.
hasTheoreticalStatus
Indicates that something possesses a particular theoretical standing, classification, or role within a conceptual or theoretical framework.
-
C.
hasTheoreticalTreatment
chosen
Indicates that a subject is associated with, or described by, a theoretical explanation, model, or framework addressing it.
-
D.
researchContribution
Indicates that an entity has produced or participated in creating new knowledge, findings, or innovations within a research context.
-
E.
hasTheory
Indicates that an entity possesses, is associated with, or is characterized by a particular theory.
- 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_69f2246b0c84819094f1250b6a02d277 |
completed | April 29, 2026, 3:31 p.m. |
| NER | Named-entity recognition | batch_69f6b49436b0819094e21603054d05d4 |
completed | May 3, 2026, 2:36 a.m. |
| PD | Predicate disambiguation | batch_69f6b3a5fd8481909433e923c5e24e55 |
completed | May 3, 2026, 2:32 a.m. |
Created at: April 29, 2026, 6:45 p.m.