Triple

T5838759
Position Surface form Disambiguated ID Type / Status
Subject WSGI E129539 entity
Predicate implementedBy P172 FINISHED
Object CherryPy server
CherryPy server is a minimalist, object-oriented Python web framework and HTTP server that can run WSGI applications and is often used to build small to medium-sized web services.
 E552013 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: CherryPy server | Statement: [WSGI, implementedBy, CherryPy server]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: CherryPy server
Context triple: [WSGI, implementedBy, CherryPy server]
  • A. web.py
    web.py is a minimalist Python web framework created by Aaron Swartz, designed to make building web applications simple and lightweight.
  • B. wsgiref
    wsgiref is a Python standard library package that provides reference implementations and utilities for working with WSGI-compatible web applications and servers.
  • C. Werkzeug WSGI utility library
    Werkzeug WSGI utility library is a comprehensive Python toolkit that provides utilities for building WSGI-compliant web applications and frameworks.
  • D. Uvicorn
    Uvicorn is a high-performance, ASGI-compatible web server implementation for Python, commonly used to run modern async frameworks and applications.
  • E. Home Subscriber Server
    Home Subscriber Server is a core network database in mobile telecommunications that stores and manages subscriber profiles, authentication data, and service information for LTE/IMS networks.
  • 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: CherryPy server
Triple: [WSGI, implementedBy, CherryPy server]
Generated description
CherryPy server is a minimalist, object-oriented Python web framework and HTTP server that can run WSGI applications and is often used to build small to medium-sized web services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: CherryPy server
Target entity description: CherryPy server is a minimalist, object-oriented Python web framework and HTTP server that can run WSGI applications and is often used to build small to medium-sized web services.
  • A. web.py
    web.py is a minimalist Python web framework created by Aaron Swartz, designed to make building web applications simple and lightweight.
  • B. wsgiref
    wsgiref is a Python standard library package that provides reference implementations and utilities for working with WSGI-compatible web applications and servers.
  • C. Werkzeug WSGI utility library
    Werkzeug WSGI utility library is a comprehensive Python toolkit that provides utilities for building WSGI-compliant web applications and frameworks.
  • D. Uvicorn
    Uvicorn is a high-performance, ASGI-compatible web server implementation for Python, commonly used to run modern async frameworks and applications.
  • E. Home Subscriber Server
    Home Subscriber Server is a core network database in mobile telecommunications that stores and manages subscriber profiles, authentication data, and service information for LTE/IMS networks.
  • 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_69c0084af79c81908af128ccc29983d0 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c034a66c448190a6ea7f9827cbffe9 completed March 22, 2026, 6:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0a19a6554819086cdae499f4d2247 completed March 23, 2026, 2:12 a.m.
NEDg Description generation batch_69c0a5ce005c8190a7da8d337caa089c completed March 23, 2026, 2:30 a.m.
NED2 Entity disambiguation (via description) batch_69c0a62cadf481909007a2a16cd36dbf completed March 23, 2026, 2:32 a.m.
Created at: March 22, 2026, 3:54 p.m.