Triple

T18015759
Position Surface form Disambiguated ID Type / Status
Subject Bottle E430994 entity
Predicate supports P516 FINISHED
Object eventlet
eventlet is a concurrent networking library for Python that uses green threads to simplify writing scalable, non-blocking network applications.
 E1300958 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: eventlet | Statement: [Bottle, supports, eventlet]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: eventlet
Context triple: [Bottle, supports, eventlet]
  • A. Twisted Python framework
    Twisted Python framework is an event-driven networking engine for Python that simplifies writing scalable, asynchronous networked applications and servers.
  • B. Werkzeug WSGI utility library
    Werkzeug WSGI utility library is a comprehensive Python toolkit that provides utilities for building WSGI-compliant web applications and frameworks.
  • C. uWSGI
    uWSGI is a high-performance application server commonly used to run Python web applications in production, often sitting between web frameworks and web servers like Nginx.
  • D. 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.
  • E. Starlette web framework
    Starlette is a lightweight, high-performance ASGI web framework for Python, designed for building asynchronous web services and APIs.
  • 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: eventlet
Triple: [Bottle, supports, eventlet]
Generated description
eventlet is a concurrent networking library for Python that uses green threads to simplify writing scalable, non-blocking network applications.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: eventlet
Target entity description: eventlet is a concurrent networking library for Python that uses green threads to simplify writing scalable, non-blocking network applications.
  • A. Twisted Python framework
    Twisted Python framework is an event-driven networking engine for Python that simplifies writing scalable, asynchronous networked applications and servers.
  • B. Werkzeug WSGI utility library
    Werkzeug WSGI utility library is a comprehensive Python toolkit that provides utilities for building WSGI-compliant web applications and frameworks.
  • C. uWSGI
    uWSGI is a high-performance application server commonly used to run Python web applications in production, often sitting between web frameworks and web servers like Nginx.
  • D. 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.
  • E. Starlette web framework
    Starlette is a lightweight, high-performance ASGI web framework for Python, designed for building asynchronous web services and APIs.
  • 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_69d8b904530081908bf341d842464856 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4b523f588819097389e067dda7f23 completed April 19, 2026, 10:57 a.m.
NED1 Entity disambiguation (via context triple) batch_6a034324daec8190a9bbec1ad80c70f9 completed May 12, 2026, 3:11 p.m.
NEDg Description generation batch_6a0343dc91688190ae8e2f051cefef85 completed May 12, 2026, 3:14 p.m.
NED2 Entity disambiguation (via description) batch_6a0344b6f4e081908ff2fbc7bfa4c4e1 completed May 12, 2026, 3:18 p.m.
Created at: April 10, 2026, 10:24 a.m.