Triple

T816141
Position Surface form Disambiguated ID Type / Status
Subject MicroPython E17655 entity
Predicate developer P73 FINISHED
Object MicroPython community
The MicroPython community is a global group of developers and enthusiasts who collaboratively build, maintain, and support the MicroPython implementation of Python for microcontrollers and embedded systems.
 E17655 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: MicroPython community | Statement: [MicroPython, developer, MicroPython community]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: MicroPython community
Context triple: [MicroPython, developer, MicroPython community]
  • A. MicroPython
    MicroPython is a lean and efficient reimplementation of the Python 3 language designed to run on microcontrollers and other resource-constrained embedded systems.
  • B. Python community
    The Python community is the global network of developers, users, and contributors who collaboratively build, maintain, and advance the Python programming language and its ecosystem.
  • C. Python Consortium
    The Python Consortium was an early industry-backed organization that coordinated corporate support and development for the Python programming language before its role was taken over by the Python Software Foundation.
  • D. Microsoft MakeCode
    Microsoft MakeCode is a web-based platform for creating and learning to program interactive projects using block-based and JavaScript coding, often for microcontrollers and educational devices.
  • E. Python Software Foundation
    The Python Software Foundation is a non-profit organization that manages the development, licensing, and community support of the Python programming language.
  • 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: MicroPython community
Triple: [MicroPython, developer, MicroPython community]
Generated description
The MicroPython community is a global group of developers and enthusiasts who collaboratively build, maintain, and support the MicroPython implementation of Python for microcontrollers and embedded systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: MicroPython community
Target entity description: The MicroPython community is a global group of developers and enthusiasts who collaboratively build, maintain, and support the MicroPython implementation of Python for microcontrollers and embedded systems.
  • A. MicroPython chosen
    MicroPython is a lean and efficient reimplementation of the Python 3 language designed to run on microcontrollers and other resource-constrained embedded systems.
  • B. Python community
    The Python community is the global network of developers, users, and contributors who collaboratively build, maintain, and advance the Python programming language and its ecosystem.
  • C. Python Consortium
    The Python Consortium was an early industry-backed organization that coordinated corporate support and development for the Python programming language before its role was taken over by the Python Software Foundation.
  • D. Microsoft MakeCode
    Microsoft MakeCode is a web-based platform for creating and learning to program interactive projects using block-based and JavaScript coding, often for microcontrollers and educational devices.
  • E. Python Software Foundation
    The Python Software Foundation is a non-profit organization that manages the development, licensing, and community support of the Python programming language.
  • 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_69a4937bcaac8190a322524ac6f45a5a completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4ab5157b08190b6c8f2fd455f261e completed March 1, 2026, 9:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69a76d8d1a448190be8494fa2776615a completed March 3, 2026, 11:23 p.m.
NEDg Description generation batch_69a78bd0a1d48190907434a17853dfb1 completed March 4, 2026, 1:33 a.m.
NED2 Entity disambiguation (via description) batch_69a78c3a57d88190a994ed44bcb2d8d1 completed March 4, 2026, 1:34 a.m.
Created at: March 1, 2026, 7:38 p.m.