Triple

T18051427
Position Surface form Disambiguated ID Type / Status
Subject Python official documentation E431933 entity
Predicate describes P264 FINISHED
Object Python asyncio
Python asyncio is a standard-library framework in Python for writing concurrent, single-threaded code using the async/await syntax, enabling efficient asynchronous I/O and task scheduling.
E1303155 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 asyncio | Statement: [Python official documentation, describes, Python asyncio]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Python asyncio
Context triple: [Python official documentation, describes, Python asyncio]
  • A. asgiref
    asgiref is a Python library that provides reference implementations and utilities for working with the ASGI (Asynchronous Server Gateway Interface) specification, commonly used in asynchronous web frameworks like Django and Starlette.
  • B. eventlet
    eventlet is a concurrent networking library for Python that uses green threads to simplify writing scalable, non-blocking network applications.
  • C. FastAPI
    FastAPI is a modern, high-performance Python framework for building APIs with automatic interactive documentation and type hint–driven validation.
  • D. gevent
    gevent is a Python networking library that provides a high-level synchronous API on top of libev or libuv using lightweight greenlets for concurrent I/O.
  • E. Django Channels
    Django Channels is an extension to the Django web framework that adds support for handling WebSockets, long-running connections, and asynchronous communication.
  • 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 asyncio
Triple: [Python official documentation, describes, Python asyncio]
Generated description
Python asyncio is a standard-library framework in Python for writing concurrent, single-threaded code using the async/await syntax, enabling efficient asynchronous I/O and task scheduling.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Python asyncio
Target entity description: Python asyncio is a standard-library framework in Python for writing concurrent, single-threaded code using the async/await syntax, enabling efficient asynchronous I/O and task scheduling.
  • A. asgiref
    asgiref is a Python library that provides reference implementations and utilities for working with the ASGI (Asynchronous Server Gateway Interface) specification, commonly used in asynchronous web frameworks like Django and Starlette.
  • B. eventlet
    eventlet is a concurrent networking library for Python that uses green threads to simplify writing scalable, non-blocking network applications.
  • C. FastAPI
    FastAPI is a modern, high-performance Python framework for building APIs with automatic interactive documentation and type hint–driven validation.
  • D. gevent
    gevent is a Python networking library that provides a high-level synchronous API on top of libev or libuv using lightweight greenlets for concurrent I/O.
  • E. Django Channels
    Django Channels is an extension to the Django web framework that adds support for handling WebSockets, long-running connections, and asynchronous communication.
  • 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_69d8b906482481908183315b9ecf9994 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4c0fe4f1881908fa8485cb3ccfa44 completed April 19, 2026, 11:48 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0349bf5fc48190afd460025b1fe505 completed May 12, 2026, 3:39 p.m.
NEDg Description generation batch_6a034b7197e48190ae62f25f2fb434b6 completed May 12, 2026, 3:46 p.m.
NED2 Entity disambiguation (via description) batch_6a034c08c12081908fee77fbb97b5840 completed May 12, 2026, 3:49 p.m.
Created at: April 10, 2026, 10:25 a.m.