Triple
T32669292
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | ELBO |
E835245
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | objective function |
C3507
|
CONCEPT FINISHED |
How this triple was built (1 step)
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.
CD
Concept disambiguation
gpt-5-mini-2025-08-07
Target class: objective function Context triple: [ELBO, instanceOf, objective function]
-
A.
loss function
A loss function is a mathematical measure that quantifies the difference between a model’s predictions and the true target values, guiding the optimization process during training.
-
B.
mathematical object
chosen
A mathematical object is an abstract entity, such as a number, function, set, or space, defined by precise properties and relations within a formal mathematical system.
-
C.
goal
A goal is a desired future state or outcome that an individual or system intentionally aims to achieve, guiding decisions and actions.
-
D.
military objective
A military objective is any object, location, or force which by its nature, location, purpose, or use makes an effective contribution to military action and whose total or partial destruction, capture, or neutralization offers a definite military advantage.
-
E.
optimality conditions
Optimality conditions are mathematical criteria that must be satisfied by a candidate solution to ensure it is a local or global optimum of an optimization problem.
- F. None of above.
Provenance (1 batch)
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. |
Created at: May 1, 2026, 1:08 a.m.