Triple
T29108302
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Connectionist Temporal Classification |
E736823
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | loss function |
C55036
|
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: loss function Context triple: [Connectionist Temporal Classification, instanceOf, loss function]
-
A.
likelihood function
A likelihood function is a mathematical function that measures how probable a set of observed data is for different values of a model’s parameters, treating the data as fixed and the parameters as variable.
-
B.
evaluation metric
An evaluation metric is a quantitative measure used to assess the performance, quality, or effectiveness of a model, system, or process against defined criteria or ground truth.
-
C.
activation function
An activation function is a mathematical operation applied to a neuron's input in a neural network to introduce non-linearity and determine the neuron's output signal.
-
D.
goal
A goal is a desired future state or outcome that an individual or system intentionally aims to achieve, guiding decisions and actions.
-
E.
distance function
A distance function is a rule that assigns a non-negative real number to quantify how far apart two elements are in a given space, typically satisfying properties like non-negativity, identity, symmetry, and the triangle inequality.
- F. None of above. chosen
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_69f077ec765c81909474c88bcc8bab43 |
completed | April 28, 2026, 9:03 a.m. |
Created at: April 28, 2026, 11:17 a.m.