Triple

T10826049
Position Surface form Disambiguated ID Type / Status
Subject PEP 13: Python Language Governance E255499 entity
Predicate versionControlRepository P83863 FINISHED
Object CPython Git repository
The CPython Git repository is the official source code repository for the reference implementation of the Python programming language, hosting its development history, contributions, and release versions.
E888282 NE FINISHED

How this triple was built (5 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: CPython Git repository | Statement: [PEP 13: Python Language Governance, versionControlRepository, CPython Git repository]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: CPython Git repository
Context triple: [PEP 13: Python Language Governance, versionControlRepository, CPython Git repository]
  • A. Python reference implementation (CPython)
    Python reference implementation (CPython) is the original and most widely used implementation of the Python programming language, written in C and serving as the de facto standard for Python behavior and compatibility.
  • B. git.php.net (historical)
    git.php.net was the former official Git repository hosting service for the PHP programming language’s source code, maintained by The PHP Group before being replaced by more modern infrastructure.
  • C. Cython
    Cython is a programming language and compiler that extends Python with static typing and direct C/C++ integration to generate fast, optimized extension modules.
  • D. Git
    Git is a widely used distributed version control system designed to efficiently track changes in source code and support collaborative software development.
  • E. Python Software Foundation
    The Python Software Foundation is a non-profit organization that manages the development, licensing, and community support of the Python programming language.
  • 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: CPython Git repository
Triple: [PEP 13: Python Language Governance, versionControlRepository, CPython Git repository]
Generated description
The CPython Git repository is the official source code repository for the reference implementation of the Python programming language, hosting its development history, contributions, and release versions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: CPython Git repository
Target entity description: The CPython Git repository is the official source code repository for the reference implementation of the Python programming language, hosting its development history, contributions, and release versions.
  • A. Python reference implementation (CPython)
    Python reference implementation (CPython) is the original and most widely used implementation of the Python programming language, written in C and serving as the de facto standard for Python behavior and compatibility.
  • B. git.php.net (historical)
    git.php.net was the former official Git repository hosting service for the PHP programming language’s source code, maintained by The PHP Group before being replaced by more modern infrastructure.
  • C. Cython
    Cython is a programming language and compiler that extends Python with static typing and direct C/C++ integration to generate fast, optimized extension modules.
  • D. Git
    Git is a widely used distributed version control system designed to efficiently track changes in source code and support collaborative software development.
  • E. Python Software Foundation
    The Python Software Foundation is a non-profit organization that manages the development, licensing, and community support of the Python programming language.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: versionControlRepository
Context triple: [PEP 13: Python Language Governance, versionControlRepository, CPython Git repository]
  • A. versionControlledBy chosen
    Indicates that an item (such as a file, document, or resource) is managed and tracked under the change history of a specific version control system or repository.
  • B. usesVersionControlSystem
    Indicates that an entity employs a version control system to manage and track changes to its files or code.
  • C. versioningModel
    Indicates that one entity serves as a versioning or revision-control model governing how versions of another entity are created, tracked, and managed.
  • D. previouslySupportedVersionControlSystem
    Indicates that an entity used to support a particular version control system in the past but no longer does so.
  • E. repositoryName
    Indicates the name assigned to a specific repository within a version control or storage system.
  • F. None of above.

Provenance (6 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_69d6aa8081448190a9324184f2bd1c26 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d734d1c24881909f56d56207cccbef completed April 9, 2026, 5:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69de858672d8819094baf4fe98b8dea4 completed April 14, 2026, 6:20 p.m.
NEDg Description generation batch_69de8e70da448190b80068fea047a88c completed April 14, 2026, 6:58 p.m.
NED2 Entity disambiguation (via description) batch_69de94dd45548190a88b5ab991756d12 completed April 14, 2026, 7:26 p.m.
PD Predicate disambiguation batch_69d70d1bf3648190b36fa96ea018e0dc completed April 9, 2026, 2:21 a.m.
Created at: April 8, 2026, 9:19 p.m.