Triple
T7279742
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Say's law |
E163115
|
entity |
| Predicate | KeynesianCritique |
P62059
|
FINISHED |
| Object | ignores the role of aggregate demand shortfalls |
—
|
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: ignores the role of aggregate demand shortfalls | Statement: [Say's law, KeynesianCritique, ignores the role of aggregate demand shortfalls]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: KeynesianCritique Context triple: [Say's law, KeynesianCritique, ignores the role of aggregate demand shortfalls]
-
A.
keyEconomicReformer
Indicates that an entity plays a leading or pivotal role in initiating, driving, or shaping significant economic reforms.
-
B.
economicSchool
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.
criticizedConstruct
Indicates that one entity expressed disapproval or negative judgment about another entity’s constructed work, idea, or creation.
-
D.
economicPolicyTools
Indicates the relationship in which specific instruments or measures are used to implement or influence a government's or institution's economic policy.
-
E.
criticismReason
chosen
Indicates that one entity criticizes another entity specifically because of the stated reason.
- 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_69c6885c5964819085b209701769877f |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6eb8a0b4881908ff27c5a75bd4a95 |
completed | March 27, 2026, 8:41 p.m. |
| PD | Predicate disambiguation | batch_69c6e76a84a081908d4184c55b728e48 |
completed | March 27, 2026, 8:24 p.m. |
Created at: March 27, 2026, 2:59 p.m.