Triple

T825379
Position Surface form Disambiguated ID Type / Status
Subject Flask E17841 entity
Predicate previousDeveloper P97 FINISHED
Object Pocoo
Pocoo is the open-source development group best known for creating the Flask web framework and related Python tools.
E17841 NE FINISHED

How this triple was built (5 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: Pocoo | Statement: [Flask, previousDeveloper, Pocoo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pocoo
Context triple: [Flask, previousDeveloper, Pocoo]
  • A. Flask
    Flask is a lightweight, flexible Python micro web framework designed for building web applications and APIs with minimal boilerplate.
  • B. Flask
    Flask is a minor but tough and pugnacious third mate aboard the whaling ship Pequod in Herman Melville’s novel "Moby-Dick."
  • C. Django
    Django is a high-level Python web framework that encourages rapid development and clean, pragmatic design for building secure, scalable web applications.
  • D. Uvicorn
    Uvicorn is a high-performance, ASGI-compatible web server implementation for Python, commonly used to run modern async frameworks and applications.
  • E. Flask-WTF
    Flask-WTF is a Flask extension that integrates WTForms to simplify web form creation, validation, and CSRF protection in Flask applications.
  • 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: Pocoo
Triple: [Flask, previousDeveloper, Pocoo]
Generated description
Pocoo is the open-source development group best known for creating the Flask web framework and related Python tools.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pocoo
Target entity description: Pocoo is the open-source development group best known for creating the Flask web framework and related Python tools.
  • A. Flask
    Flask is a minor but tough and pugnacious third mate aboard the whaling ship Pequod in Herman Melville’s novel "Moby-Dick."
  • B. Flask chosen
    Flask is a lightweight, flexible Python micro web framework designed for building web applications and APIs with minimal boilerplate.
  • C. Django
    Django is a high-level Python web framework that encourages rapid development and clean, pragmatic design for building secure, scalable web applications.
  • D. Uvicorn
    Uvicorn is a high-performance, ASGI-compatible web server implementation for Python, commonly used to run modern async frameworks and applications.
  • E. Flask-WTF
    Flask-WTF is a Flask extension that integrates WTForms to simplify web form creation, validation, and CSRF protection in Flask applications.
  • F. None of above.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: previousDeveloper
Context triple: [Flask, previousDeveloper, Pocoo]
  • A. coDeveloperOf
    Indicates that two or more entities jointly developed or collaborated in creating the same project, product, or work.
  • B. predecessor chosen
    Indicates that one entity comes before another in an ordered sequence or succession.
  • C. predecessorName
    Indicates that the value is the name of an entity that directly precedes another in an ordered sequence or lineage.
  • D. predecessorSystem
    Indicates that one system existed or was in use before and was replaced or superseded by another system.
  • E. previousAdministrator
    Indicates that one entity formerly held an administrative role or position over another entity before the current administrator.
  • F. None of above.

Provenance (6 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_69a4937c9c188190aaa216f6b466f452 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4ab7eb0a08190889463edb0e7bd59 completed March 1, 2026, 9:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69a79291d51c81908163024842300a6e completed March 4, 2026, 2:01 a.m.
NEDg Description generation batch_69a795676ce881909d93a50841dcc054 completed March 4, 2026, 2:13 a.m.
NED2 Entity disambiguation (via description) batch_69a795cd74a88190b858e29eb86527a9 completed March 4, 2026, 2:15 a.m.
PD Predicate disambiguation batch_69a4aa781e1081909df006f730296c53 completed March 1, 2026, 9:07 p.m.
Created at: March 1, 2026, 7:38 p.m.