Triple

T22330438
Position Surface form Disambiguated ID Type / Status
Subject PasteScript E552008 entity
Predicate partOf P40 FINISHED
Object Python Paste ecosystem
The Python Paste ecosystem is a collection of WSGI-based tools and libraries for building, configuring, and deploying Python web applications and frameworks.
 E552004 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 Paste ecosystem | Statement: [PasteScript, partOf, Python Paste ecosystem]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Python Paste ecosystem
Context triple: [PasteScript, partOf, Python Paste ecosystem]
  • A. PasteDeploy
    PasteDeploy is a Python library that provides a standard way to configure and load WSGI applications and middleware via declarative configuration files.
  • 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. Python packaging ecosystem
    The Python packaging ecosystem is the collection of tools, standards, and services that enable building, distributing, and installing Python software packages, including components like package formats, repositories, and upload utilities.
  • D. Flask
    Flask is a minor but tough and pugnacious third mate aboard the whaling ship Pequod in Herman Melville’s novel "Moby-Dick."
  • E. Flask
    Flask is a lightweight, flexible Python micro web framework designed for building web applications and APIs with minimal boilerplate.
  • 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 Paste ecosystem
Triple: [PasteScript, partOf, Python Paste ecosystem]
Generated description
The Python Paste ecosystem is a collection of WSGI-based tools and libraries for building, configuring, and deploying Python web applications and frameworks.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Python Paste ecosystem
Target entity description: The Python Paste ecosystem is a collection of WSGI-based tools and libraries for building, configuring, and deploying Python web applications and frameworks.
  • A. PasteDeploy chosen
    PasteDeploy is a Python library that provides a standard way to configure and load WSGI applications and middleware via declarative configuration files.
  • 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. Python packaging ecosystem
    The Python packaging ecosystem is the collection of tools, standards, and services that enable building, distributing, and installing Python software packages, including components like package formats, repositories, and upload utilities.
  • D. Flask
    Flask is a minor but tough and pugnacious third mate aboard the whaling ship Pequod in Herman Melville’s novel "Moby-Dick."
  • E. Flask
    Flask is a lightweight, flexible Python micro web framework designed for building web applications and APIs with minimal boilerplate.
  • F. None of above.

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_69e11e482f788190b78d1588fc26d606 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f1577a9c348190b8662142afa832be completed April 29, 2026, 12:57 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0ad523ecec8190a85eb932288965fb completed May 18, 2026, 9 a.m.
NEDg Description generation batch_6a0ad992b43c8190b0e409d64db83308 completed May 18, 2026, 9:19 a.m.
NED2 Entity disambiguation (via description) batch_6a0adac48bec8190989dd7c5e28d283a completed May 18, 2026, 9:24 a.m.
Created at: April 16, 2026, 8:43 p.m.