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.