Triple
T18016652
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | torch.utils.data.Dataset |
E431012
|
entity |
| Predicate | baseClassFor |
P2421
|
FINISHED |
| Object | torch.utils.data.ConcatDataset |
—
|
NE NERFINISHED |
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: torch.utils.data.ConcatDataset | Statement: [torch.utils.data.Dataset, baseClassFor, torch.utils.data.ConcatDataset]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: torch.utils.data.ConcatDataset Context triple: [torch.utils.data.Dataset, baseClassFor, torch.utils.data.ConcatDataset]
-
A.
torch.utils.data.Dataset
chosen
`torch.utils.data.Dataset` is a core PyTorch abstraction that defines the interface for custom data loading, enabling indexed access to samples and integration with data loaders for efficient batching and shuffling.
-
B.
TensorFlow Datasets
TensorFlow Datasets is a collection of ready-to-use, standardized datasets for machine learning and deep learning workflows in TensorFlow and other frameworks.
-
C.
FeatureUnion
FeatureUnion is a scikit-learn tool that combines multiple feature extraction or transformation pipelines into a single, parallelized feature space for modeling.
-
D.
Merge Records
Merge Records is an independent American record label known for releasing influential indie rock and alternative music from artists such as Conor Oberst, Arcade Fire, and Neutral Milk Hotel.
-
E.
Combine
The Combine is a vast, multidimensional alien empire in the Half-Life series that conquers and exploits entire worlds, serving as the primary oppressive force against which humanity struggles.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69d8b904530081908bf341d842464856 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4b9be5d0c819097e006f32d98753a |
completed | April 19, 2026, 11:17 a.m. |
Created at: April 10, 2026, 10:24 a.m.