Triple

T17521179
Position Surface form Disambiguated ID Type / Status
Subject TD3 E426680 entity
Predicate hasOpenSourceImplementationsIn P127781 FINISHED
Object PyTorch NE NERFINISHED

How this triple was built (3 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: PyTorch | Statement: [TD3, hasOpenSourceImplementationsIn, PyTorch]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: PyTorch
Context triple: [TD3, hasOpenSourceImplementationsIn, PyTorch]
  • 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. torchvision (ecosystem)
    torchvision is a PyTorch-based computer vision library providing datasets, model architectures, and image transformations commonly used for training and evaluating deep learning models.
  • C. TensorFlow
    TensorFlow is an open-source, end-to-end machine learning and deep learning framework widely used for building, training, and deploying neural network models at scale.
  • D. Theano
    Theano is an open-source numerical computation library for Python that allows efficient definition, optimization, and evaluation of mathematical expressions, particularly those involving multi-dimensional arrays, and was widely used as a backend for deep learning frameworks.
  • E. PaddlePaddle
    PaddlePaddle is an open-source deep learning platform developed by Baidu, designed for large-scale distributed training and deployment of neural networks.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasOpenSourceImplementationsIn
Context triple: [TD3, hasOpenSourceImplementationsIn, PyTorch]
  • A. openSourceStatus
    Indicates whether something is publicly available under an open-source license, allowing use, modification, and distribution of its source.
  • B. openSource
    Indicates that the subject makes its source code publicly available under a license that allows others to use, modify, and redistribute it.
  • C. openSourceComponents
    Indicates that one entity uses, includes, or is composed of open-source software components provided by another entity.
  • D. supportsOpenSource
    Indicates that one entity actively endorses, contributes to, or otherwise promotes open-source software or open-source initiatives.
  • E. openSourceProject
    Indicates that the subject is a software project whose source code is publicly available and can be used, modified, and redistributed under an open-source license.
  • F. None of above. chosen

Provenance (4 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_69d889de677081909b22d2657b1f0292 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e452d2f79881909556894728e255ab completed April 19, 2026, 3:58 a.m.
PD Predicate disambiguation batch_69e3b4f8b9888190aa8a45e09acf4319 completed April 18, 2026, 4:44 p.m.
PDg Predicate description generation batch_69e3bbb37d148190b7f38599c06594ee completed April 18, 2026, 5:13 p.m.
Created at: April 10, 2026, 5:49 a.m.