Triple
T8825426
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kaldor–Verdoorn law |
E210002
|
entity |
| Predicate | empiricalFinding |
P32780
|
FINISHED |
| Object | estimated Verdoorn coefficient is usually positive |
—
|
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: estimated Verdoorn coefficient is usually positive | Statement: [Kaldor–Verdoorn law, empiricalFinding, estimated Verdoorn coefficient is usually positive]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: empiricalFinding Context triple: [Kaldor–Verdoorn law, empiricalFinding, estimated Verdoorn coefficient is usually positive]
-
A.
hasResearchFinding
chosen
Indicates that an entity has produced, contains, or is associated with a specific research finding or result.
-
B.
empiricalBasis
Indicates that one entity serves as the empirical evidence, data, or observational support underpinning the validity or justification of another entity.
-
C.
notableFinding
Indicates that an observation, result, or piece of evidence is considered significant or noteworthy in the given context.
-
D.
empiricalStatus
Indicates the degree to which something (such as a claim, theory, or method) is supported, validated, or constrained by empirical observation or experimental evidence.
-
E.
confirmedFinding
Indicates that a finding or observation has been verified as true or accurate, rather than being tentative or suspected.
- 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_69ca8365b28081909e48e45e95dfc405 |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc60332d208190972a8b03fbd760ee |
completed | April 1, 2026, midnight |
| PD | Predicate disambiguation | batch_69cc5c21e64c81908490e3b0875dc0d6 |
completed | March 31, 2026, 11:43 p.m. |
Created at: March 30, 2026, 6:46 p.m.