Triple

T12020836
Position Surface form Disambiguated ID Type / Status
Subject Clang-Format E286142 entity
Predicate distribution P1356 FINISHED
Object Conda
Conda is an open-source package and environment management system widely used in the Python and data science ecosystem to install, manage, and isolate software dependencies across platforms.
E959588 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: Conda | Statement: [Clang-Format, distribution, Conda]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Conda
Context triple: [Clang-Format, distribution, Conda]
  • A. Anaconda installer
    The Anaconda installer is a graphical and text-based system installation program primarily used by Fedora and other Red Hat–related Linux distributions to guide users through setting up their operating system.
  • B. Pipenv
    Pipenv is a Python packaging and dependency management tool that combines virtual environment handling with a Pipfile-based workflow to simplify and standardize project setup.
  • C. pip
    pip is the standard command-line package manager for Python, used to install and manage software packages from the Python Package Index (PyPI) and other repositories.
  • D. virtualenv
    virtualenv is a widely used Python tool that creates isolated environments to manage project-specific dependencies and avoid conflicts between packages.
  • E. NVIDIA RAPIDS
    NVIDIA RAPIDS is an open-source suite of GPU-accelerated data science and analytics libraries designed to speed up end-to-end machine learning and data processing workflows.
  • 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: Conda
Triple: [Clang-Format, distribution, Conda]
Generated description
Conda is an open-source package and environment management system widely used in the Python and data science ecosystem to install, manage, and isolate software dependencies across platforms.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Conda
Target entity description: Conda is an open-source package and environment management system widely used in the Python and data science ecosystem to install, manage, and isolate software dependencies across platforms.
  • A. Anaconda installer
    The Anaconda installer is a graphical and text-based system installation program primarily used by Fedora and other Red Hat–related Linux distributions to guide users through setting up their operating system.
  • B. Pipenv
    Pipenv is a Python packaging and dependency management tool that combines virtual environment handling with a Pipfile-based workflow to simplify and standardize project setup.
  • C. pip
    pip is the standard command-line package manager for Python, used to install and manage software packages from the Python Package Index (PyPI) and other repositories.
  • D. virtualenv
    virtualenv is a widely used Python tool that creates isolated environments to manage project-specific dependencies and avoid conflicts between packages.
  • E. NVIDIA RAPIDS
    NVIDIA RAPIDS is an open-source suite of GPU-accelerated data science and analytics libraries designed to speed up end-to-end machine learning and data processing workflows.
  • F. None of above. chosen

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_69d6ab45a368819084fce08bf0dc3705 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d903ed15408190afc21afd57d6a737 completed April 10, 2026, 2:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69f48b62cad8819092beb72c604a4762 completed May 1, 2026, 11:15 a.m.
NEDg Description generation batch_69f48fc7a8848190a06b34cc45db4789 completed May 1, 2026, 11:34 a.m.
NED2 Entity disambiguation (via description) batch_69f495f069c48190a6e5856c272420c0 completed May 1, 2026, noon
Created at: April 8, 2026, 9:47 p.m.