Triple

T11216005
Position Surface form Disambiguated ID Type / Status
Subject Python generic function definitions E265440 entity
Predicate discussedIn P831 FINISHED
Object typing-sig mailing list
The typing-sig mailing list is a Python community forum where core developers and contributors design, debate, and refine the language’s static typing features and standards.
E911258 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: typing-sig mailing list | Statement: [Python generic function definitions, discussedIn, typing-sig mailing list]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: typing-sig mailing list
Context triple: [Python generic function definitions, discussedIn, typing-sig mailing list]
  • A. typer
    Typer is a modern, user-friendly Python library for building command-line interfaces, created by Sebastián Ramírez (tiangolo), the author of FastAPI.
  • B. Python typing module
    The Python typing module is a standard library component that adds support for type hints and static type checking to Python code, enabling clearer interfaces and improved tooling.
  • C. PEP 484
    PEP 484 is the Python Enhancement Proposal that introduced a standard for type hints in Python, forming the basis of the language’s static typing ecosystem.
  • D. Python Steering Council
    The Python Steering Council is the core governance body responsible for guiding the development and direction of the Python programming language.
  • E. PEP 647 TypeGuard
    PEP 647 TypeGuard is a Python typing feature that allows developers to define user-defined type guard functions, enabling more precise type narrowing and improved static type checking.
  • 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: typing-sig mailing list
Triple: [Python generic function definitions, discussedIn, typing-sig mailing list]
Generated description
The typing-sig mailing list is a Python community forum where core developers and contributors design, debate, and refine the language’s static typing features and standards.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: typing-sig mailing list
Target entity description: The typing-sig mailing list is a Python community forum where core developers and contributors design, debate, and refine the language’s static typing features and standards.
  • A. typer
    Typer is a modern, user-friendly Python library for building command-line interfaces, created by Sebastián Ramírez (tiangolo), the author of FastAPI.
  • B. Python typing module
    The Python typing module is a standard library component that adds support for type hints and static type checking to Python code, enabling clearer interfaces and improved tooling.
  • C. PEP 484
    PEP 484 is the Python Enhancement Proposal that introduced a standard for type hints in Python, forming the basis of the language’s static typing ecosystem.
  • D. Python Steering Council
    The Python Steering Council is the core governance body responsible for guiding the development and direction of the Python programming language.
  • E. PEP 647 TypeGuard
    PEP 647 TypeGuard is a Python typing feature that allows developers to define user-defined type guard functions, enabling more precise type narrowing and improved static type checking.
  • 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_69d6aac59460819089b9848b27f57848 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e8e8eef48190932a85784ce15c86 completed April 9, 2026, 5:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69e49762e3188190ba3c0e01cf04f6a1 completed April 19, 2026, 8:50 a.m.
NEDg Description generation batch_69e49d37989881909c7e75ddfff06726 completed April 19, 2026, 9:15 a.m.
NED2 Entity disambiguation (via description) batch_69e49f41a1f8819087cc15527dc7ff63 completed April 19, 2026, 9:24 a.m.
Created at: April 8, 2026, 9:30 p.m.