Triple

T17520517
Position Surface form Disambiguated ID Type / Status
Subject OneHotEncoder E426668 entity
Predicate instanceOf P0 FINISHED
Object feature encoding method C15495 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: feature encoding method
Context triple: [OneHotEncoder, instanceOf, feature encoding method]
  • A. encoding scheme
    An encoding scheme is a systematic method for converting information from one representation or format into another, typically to enable storage, transmission, or processing by specific systems.
  • B. feature
    A feature is a distinct, measurable property or characteristic of a system, product, or dataset that contributes to its functionality, behavior, or descriptive representation.
  • C. unsupervised learning method
    An unsupervised learning method is a type of machine learning approach that discovers patterns, structures, or groupings in unlabeled data without predefined output targets.
  • D. scikit-learn transformer chosen
    A scikit-learn transformer is an object that implements fit and transform methods to learn from training data and apply deterministic data transformations within machine learning pipelines.
  • E. neural network design method
    A neural network design method is a systematic approach for selecting, structuring, and configuring neural network architectures and training procedures to solve specific computational or learning tasks.
  • 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_69d889de677081909b22d2657b1f0292 completed April 10, 2026, 5:25 a.m.
Created at: April 10, 2026, 5:49 a.m.