Triple
T18051427
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Python official documentation |
E431933
|
entity |
| Predicate | describes |
P264
|
FINISHED |
| Object | Python asyncio |
—
|
NE NERFINISHED |
How this triple was built (3 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.
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 (2 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. |
Created at: April 10, 2026, 10:25 a.m.