Triple

T2313967
Position Surface form Disambiguated ID Type / Status
Subject Python Software Foundation E51019 entity
Predicate supportsWorkingGroup P13222 FINISHED
Object PyCon Organizing Working Group
The PyCon Organizing Working Group is a volunteer committee responsible for planning, coordinating, and overseeing the annual PyCon conference for the Python community.
E255541 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: PyCon Organizing Working Group | Statement: [Python Software Foundation, supportsWorkingGroup, PyCon Organizing Working Group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: PyCon Organizing Working Group
Context triple: [Python Software Foundation, supportsWorkingGroup, PyCon Organizing Working Group]
  • A. PyCon US
    PyCon US is the largest annual conference for the Python programming community in the United States, featuring talks, tutorials, sprints, and networking for developers and enthusiasts.
  • B. 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.
  • C. Python Steering Council
    The Python Steering Council is the core governance body responsible for guiding the development and direction of the Python programming language.
  • D. 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.
  • E. Django Software Foundation
    The Django Software Foundation is a non-profit organization that supports and promotes the development and community of the Django web framework.
  • 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: PyCon Organizing Working Group
Triple: [Python Software Foundation, supportsWorkingGroup, PyCon Organizing Working Group]
Generated description
The PyCon Organizing Working Group is a volunteer committee responsible for planning, coordinating, and overseeing the annual PyCon conference for the Python community.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: PyCon Organizing Working Group
Target entity description: The PyCon Organizing Working Group is a volunteer committee responsible for planning, coordinating, and overseeing the annual PyCon conference for the Python community.
  • A. PyCon US
    PyCon US is the largest annual conference for the Python programming community in the United States, featuring talks, tutorials, sprints, and networking for developers and enthusiasts.
  • B. 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.
  • C. Python Steering Council
    The Python Steering Council is the core governance body responsible for guiding the development and direction of the Python programming language.
  • D. 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.
  • E. Django Software Foundation
    The Django Software Foundation is a non-profit organization that supports and promotes the development and community of the Django web framework.
  • 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_69a88b074b908190ae983dbca7757d88 completed March 4, 2026, 7:41 p.m.
NER Named-entity recognition batch_69abd0d6b0e48190aee9131ca182e52f completed March 7, 2026, 7:16 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae895f5420819087b403e9772dce9a completed March 9, 2026, 8:48 a.m.
NEDg Description generation batch_69ae8af65eb88190b17d74e7411967cc completed March 9, 2026, 8:55 a.m.
NED2 Entity disambiguation (via description) batch_69ae8ba02cec8190917c0e17d3fedb0e completed March 9, 2026, 8:58 a.m.
Created at: March 4, 2026, 7:49 p.m.