Pandas Developers
E430997
Pandas Developers are the community of programmers and contributors who maintain and advance the pandas Python library for data analysis and manipulation.
All labels observed (2)
| Label | Occurrences |
|---|---|
| Pandas Developers canonical | 2 |
| pandas core team | 1 |
How this entity was disambiguated
This entity first appeared as the object of triple T4325891 — resolving that mention is where its identity was fixed. The disambiguator weighed these candidate entities and picked the highlighted one (or “None”, minting a new entity). This is how homonymy is resolved: the same surface form can point to different entities.
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pandas Developers Context triple: [SciPy Developers, collaboratesWith, Pandas Developers]
-
A.
Python core developers
Python core developers are the group of trusted contributors responsible for designing, implementing, and maintaining the official Python language and its reference implementation.
-
B.
pandas
pandas is a popular open-source Python library that provides powerful, easy-to-use data structures and tools for data analysis and manipulation.
-
C.
Python Consortium
The Python Consortium was an early industry-backed organization that coordinated corporate support and development for the Python programming language before its role was taken over by the Python Software Foundation.
-
D.
SciPy Developers
SciPy Developers are the community of programmers and contributors responsible for maintaining and advancing the SciPy scientific computing library for Python.
-
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pandas Developers Target entity description: Pandas Developers are the community of programmers and contributors who maintain and advance the pandas Python library for data analysis and manipulation.
-
A.
Python core developers
Python core developers are the group of trusted contributors responsible for designing, implementing, and maintaining the official Python language and its reference implementation.
-
B.
pandas
pandas is a popular open-source Python library that provides powerful, easy-to-use data structures and tools for data analysis and manipulation.
-
C.
Python Consortium
The Python Consortium was an early industry-backed organization that coordinated corporate support and development for the Python programming language before its role was taken over by the Python Software Foundation.
-
D.
SciPy Developers
SciPy Developers are the community of programmers and contributors responsible for maintaining and advancing the SciPy scientific computing library for Python.
-
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
Statements (50)
| Predicate | Object |
|---|---|
| instanceOf |
open-source contributor community
ⓘ
software developer community ⓘ |
| collaboratesWith |
Jupyter Developers
ⓘ
NumPy Developers ⓘ PyData community ⓘ SciPy Developers ⓘ |
| communicatesVia |
GitHub issues
ⓘ
GitHub pull requests ⓘ pandas community meetings ⓘ pandas mailing list ⓘ |
| contributesTo |
pandas codebase
ⓘ
pandas documentation ⓘ pandas test suite ⓘ |
| develops | pandas ⓘ |
| fixes | pandas bugs ⓘ |
| focusesOn |
data analysis
ⓘ
data manipulation ⓘ |
| follows |
pandas code of conduct
ⓘ
pandas contributor guide ⓘ |
| governsThrough |
pandas core team
ⓘ
linked to:
Pandas Developers
|
| hasNotableMember |
Jeff Reback
ⓘ
Tom Augspurger ⓘ Wes McKinney ⓘ |
| implements | new pandas features ⓘ |
| isPartOf | Python open-source community ⓘ |
| licenseOfProject | BSD-3-Clause ⓘ |
| maintains |
pandas
ⓘ
pandas release cycle ⓘ |
| organizes | pandas sprint events ⓘ |
| participatesIn |
PyData conferences
ⓘ
SciPy conferences ⓘ |
| primaryProgrammingLanguage | Python ⓘ |
| repositoryURL | https://github.com/pandas-dev/pandas ⓘ |
| reviews | pull requests ⓘ |
| supports |
NumPy ecosystem
ⓘ
data IO for pandas ⓘ data cleaning ⓘ data science education ⓘ data transformation ⓘ open-source software ⓘ reproducible research ⓘ tabular data processing ⓘ time series analysis ⓘ |
| uses |
code review workflows
ⓘ
continuous integration systems ⓘ issue tracking ⓘ |
| usesPlatform | GitHub ⓘ |
| writes |
pandas API reference
ⓘ
pandas user guides ⓘ unit tests for pandas ⓘ |
How these facts were elicited
The pipeline generated the facts above by prompting gpt-5.1 with this entity's name + description and the instruction below.
Instruction
You are a knowledge base construction expert. Given a subject entity and a description of it, return factual statements that you know for the subject as a JSON list of dictionaries(triples), where keys must be "subject", "predicate" and "object". The number of facts may be very high, between 25 to 50 or more, for very popular subjects. For less popular subjects, the number of facts can be very low, like 5 or 10. # Requirements - If you don't know the subject at all, return an empty list. - If the subject is not a named entity, return an empty list. - Include at least one triple where predicate is "instanceOf". - Do not get too wordy. - Separate several objects into multiple triples with one object.
Input
Subject: Pandas Developers Description of subject: Pandas Developers are the community of programmers and contributors who maintain and advance the pandas Python library for data analysis and manipulation.
Referenced by (3)
Full triples — surface form annotated when it differs from this entity's canonical label.
linked to: Pandas Developers