Triple

T10825947
Position Surface form Disambiguated ID Type / Status
Subject python-dev mailing list E255497 entity
Predicate topic P261 FINISHED
Object Python release planning
Python release planning is the process by which the Python core development community coordinates, schedules, and manages upcoming Python versions, typically discussed and decided on via the python-dev mailing list.
E888276 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: Python release planning | Statement: [python-dev mailing list, topic, Python release planning]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Python release planning
Context triple: [python-dev mailing list, topic, Python release planning]
  • A. PEP 440
    PEP 440 is the Python Packaging Authority’s standard that defines a consistent versioning scheme for Python packages.
  • B. Python Steering Council
    The Python Steering Council is the core governance body responsible for guiding the development and direction of the Python programming language.
  • C. pypa-dev mailing list
    The pypa-dev mailing list is the primary discussion forum where members of the Python Packaging Authority and contributors coordinate development, standards, and policies for Python packaging.
  • D. Gentoo release engineering
    Gentoo release engineering is the team responsible for planning, building, and distributing official Gentoo Linux releases and related artifacts.
  • E. PEP 13: Python Language Governance
    PEP 13: Python Language Governance is the Python Enhancement Proposal that defines the structure, responsibilities, and election process of the Python Steering Council, establishing the project's formal governance model.
  • 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: Python release planning
Triple: [python-dev mailing list, topic, Python release planning]
Generated description
Python release planning is the process by which the Python core development community coordinates, schedules, and manages upcoming Python versions, typically discussed and decided on via the python-dev mailing list.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Python release planning
Target entity description: Python release planning is the process by which the Python core development community coordinates, schedules, and manages upcoming Python versions, typically discussed and decided on via the python-dev mailing list.
  • A. PEP 440
    PEP 440 is the Python Packaging Authority’s standard that defines a consistent versioning scheme for Python packages.
  • B. Python Steering Council
    The Python Steering Council is the core governance body responsible for guiding the development and direction of the Python programming language.
  • C. pypa-dev mailing list
    The pypa-dev mailing list is the primary discussion forum where members of the Python Packaging Authority and contributors coordinate development, standards, and policies for Python packaging.
  • D. Gentoo release engineering
    Gentoo release engineering is the team responsible for planning, building, and distributing official Gentoo Linux releases and related artifacts.
  • E. Python 3.11
    Python 3.11 is a major release of the Python programming language notable for significant performance improvements, enhanced error messages, and new language features such as exception groups and the `tomllib` module.
  • 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_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.
Created at: April 8, 2026, 9:19 p.m.