Triple
T27605088
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | minimum description length principle |
E700157
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | model selection principle |
C1000
|
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: model selection principle Context triple: [minimum description length principle, instanceOf, model selection principle]
-
A.
model selection utility
A model selection utility is a tool or component that evaluates and compares multiple candidate models using defined criteria to automatically choose the most suitable one for a given task or dataset.
-
B.
statistical model
A statistical model is a mathematical representation of observed data and underlying random processes, used to describe relationships, make inferences, and generate predictions.
-
C.
principle
chosen
A principle is a fundamental rule or guiding truth that shapes decisions, behavior, or understanding within a particular domain.
-
D.
meta-estimator
A meta-estimator is a higher-level model that wraps or combines one or more base estimators to extend, modify, or coordinate their behavior for tasks like ensembling, preprocessing, or model selection.
-
E.
modeling framework
A modeling framework is a structured set of concepts, methods, and tools used to construct, analyze, and interpret representations of real-world systems or phenomena.
- 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_69ef6a4e2e208190b63b7268f405785c |
completed | April 27, 2026, 1:53 p.m. |
Created at: April 27, 2026, 2:09 p.m.