Triple
T3011617
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pigouvian taxes |
E82233
|
entity |
| Predicate | isCalculatedAs |
P24421
|
FINISHED |
| Object | marginal external cost at socially optimal quantity |
—
|
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: marginal external cost at socially optimal quantity | Statement: [Pigouvian taxes, isCalculatedAs, marginal external cost at socially optimal quantity]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: isCalculatedAs Context triple: [Pigouvian taxes, isCalculatedAs, marginal external cost at socially optimal quantity]
-
A.
isCalculatedInRealTime
Indicates that the value or result is computed dynamically at the moment of use rather than being precomputed or stored.
-
B.
calculationType
chosen
Indicates the specific method, formula, or approach used to perform a calculation in the described relationship.
-
C.
calculationProvider
Indicates that one entity serves as the source or performer of a calculation for another entity or process.
-
D.
isUsedAs
Indicates that one entity serves a particular function, role, or purpose as another entity.
-
E.
isValuedFor
Indicates that one entity is appreciated, esteemed, or considered important because of a particular quality, contribution, or characteristic it provides to another entity.
- 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_69ad8b1eb53481908c39bbcd1ec104b2 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad9a4e2c8c8190a8fed3604780826b |
completed | March 8, 2026, 3:48 p.m. |
| PD | Predicate disambiguation | batch_69ad96180eb08190a524c5f458d41382 |
completed | March 8, 2026, 3:30 p.m. |
Created at: March 8, 2026, 3 p.m.