Triple
T32669309
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | ELBO |
E835245
|
entity |
| Predicate | maximizationEquivalentTo |
P90301
|
FINISHED |
| Object | minimizing KL divergence between variational posterior and true posterior |
—
|
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: minimizing KL divergence between variational posterior and true posterior | Statement: [ELBO, maximizationEquivalentTo, minimizing KL divergence between variational posterior and true posterior]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: maximizationEquivalentTo Context triple: [ELBO, maximizationEquivalentTo, minimizing KL divergence between variational posterior and true posterior]
-
A.
isMaximizationProblem
Indicates that the associated optimization task is formulated to maximize an objective function rather than minimize it.
-
B.
hasEquivalentFormulation
chosen
Indicates that two representations, statements, or formulations express the same underlying meaning, condition, or effect, even if they differ in form.
-
C.
maximalityConcept
Indicates that one concept is maximal with respect to a given ordering or property, such that no other comparable concept strictly exceeds it under that criterion.
-
D.
equivalentTo
Indicates that two entities represent the same concept, value, or state, and can be treated as interchangeable in the given context.
-
E.
maxim
Indicates a general principle or rule that guides or characterizes an entity’s behavior, decisions, or actions.
- 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_69f349303ccc8190a70d0f6e8a21d3fb |
completed | April 30, 2026, 12:21 p.m. |
| NER | Named-entity recognition | batch_69fb2e940d5c8190bceae77daf4ef512 |
completed | May 6, 2026, 12:05 p.m. |
| PD | Predicate disambiguation | batch_69f9fec70bd881909c658a3c5020318b |
completed | May 5, 2026, 2:29 p.m. |
Created at: May 1, 2026, 1:08 a.m.