Triple
T825512
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | PyTorch |
E17843
|
entity |
| Predicate | hasComponent |
P35
|
FINISHED |
| Object |
torchaudio (ecosystem)
torchaudio is a PyTorch-based audio processing and deep learning library that provides tools for loading, transforming, and augmenting audio data for machine learning applications.
|
E17843
|
NE FINISHED |
How this triple was built (4 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: torchaudio (ecosystem) | Statement: [PyTorch, hasComponent, torchaudio (ecosystem)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: torchaudio (ecosystem) Context triple: [PyTorch, hasComponent, torchaudio (ecosystem)]
-
A.
PyTorch
PyTorch is an open-source deep learning framework widely used for building and training neural networks, known for its dynamic computation graph and strong support for research and production in Python.
-
B.
WaveNet
WaveNet is a deep generative neural network architecture for raw audio that produces highly natural-sounding speech and other audio signals.
-
C.
Versoix
Versoix is a Swiss municipality on the shores of Lake Geneva, known as a residential suburb of Geneva with lakeside promenades and a mix of urban and natural landscapes.
-
D.
Audion
Audion is an early triode vacuum tube invented by Lee de Forest that enabled the amplification of electrical signals and was crucial to the development of radio and electronics.
-
E.
DCASE
DCASE is the Chicago Department of Cultural Affairs and Special Events, the city agency responsible for promoting arts, culture, and public events in Chicago.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: torchaudio (ecosystem) Triple: [PyTorch, hasComponent, torchaudio (ecosystem)]
Generated description
torchaudio is a PyTorch-based audio processing and deep learning library that provides tools for loading, transforming, and augmenting audio data for machine learning applications.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: torchaudio (ecosystem) Target entity description: torchaudio is a PyTorch-based audio processing and deep learning library that provides tools for loading, transforming, and augmenting audio data for machine learning applications.
-
A.
PyTorch
chosen
PyTorch is an open-source deep learning framework widely used for building and training neural networks, known for its dynamic computation graph and strong support for research and production in Python.
-
B.
WaveNet
WaveNet is a deep generative neural network architecture for raw audio that produces highly natural-sounding speech and other audio signals.
-
C.
Versoix
Versoix is a Swiss municipality on the shores of Lake Geneva, known as a residential suburb of Geneva with lakeside promenades and a mix of urban and natural landscapes.
-
D.
Audion
Audion is an early triode vacuum tube invented by Lee de Forest that enabled the amplification of electrical signals and was crucial to the development of radio and electronics.
-
E.
DCASE
DCASE is the Chicago Department of Cultural Affairs and Special Events, the city agency responsible for promoting arts, culture, and public events in Chicago.
- F. None of above.
Provenance (5 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_69a4937c9c188190aaa216f6b466f452 |
completed | March 1, 2026, 7:29 p.m. |
| NER | Named-entity recognition | batch_69a4ab976094819086d676404d745750 |
completed | March 1, 2026, 9:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a76d9577f081908aa31b1926e04bb8 |
completed | March 3, 2026, 11:24 p.m. |
| NEDg | Description generation | batch_69a78204c1208190b2d2d19cdea93b57 |
completed | March 4, 2026, 12:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a78648601881908bfcb9390ac4d6d2 |
completed | March 4, 2026, 1:09 a.m. |
Created at: March 1, 2026, 7:38 p.m.