Triple
T148091
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Python |
E3372
|
entity |
| Predicate | implementation |
P1417
|
FINISHED |
| Object |
MicroPython
MicroPython is a lean and efficient reimplementation of the Python 3 language designed to run on microcontrollers and other resource-constrained 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 | Statement: [Python, implementation, MicroPython]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: MicroPython Context triple: [Python, implementation, MicroPython]
-
A.
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.
-
B.
Python
Python is a high-level, versatile programming language widely used for data analysis, machine learning, web development, and automation.
-
C.
Scratch programming language
Scratch programming language is a visual, block-based coding environment designed primarily for children and beginners to learn programming concepts through creating interactive stories, games, and animations.
-
D.
ScratchJr
ScratchJr is a simplified, block-based visual programming language and app designed to introduce young children to coding and computational thinking through interactive stories and games.
-
E.
Snap! (Build Your Own Blocks)
Snap! (Build Your Own Blocks) is a visual, block-based programming language and environment designed for advanced users and education, extending Scratch with powerful features like first-class procedures, lists, and continuations.
- 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 Triple: [Python, implementation, MicroPython]
Generated description
MicroPython is a lean and efficient reimplementation of the Python 3 language designed to run on microcontrollers and other resource-constrained embedded systems.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: MicroPython Target entity description: MicroPython is a lean and efficient reimplementation of the Python 3 language designed to run on microcontrollers and other resource-constrained embedded systems.
-
A.
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.
-
B.
Python
Python is a high-level, versatile programming language widely used for data analysis, machine learning, web development, and automation.
-
C.
Scratch programming language
Scratch programming language is a visual, block-based coding environment designed primarily for children and beginners to learn programming concepts through creating interactive stories, games, and animations.
-
D.
ScratchJr
ScratchJr is a simplified, block-based visual programming language and app designed to introduce young children to coding and computational thinking through interactive stories and games.
-
E.
Snap! (Build Your Own Blocks)
Snap! (Build Your Own Blocks) is a visual, block-based programming language and environment designed for advanced users and education, extending Scratch with powerful features like first-class procedures, lists, and continuations.
- 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_69a252868de4819080e21c9938bfe8b6 |
completed | Feb. 28, 2026, 2:27 a.m. |
| NER | Named-entity recognition | batch_69a25bab43608190ba5ebfbee6b5b6e4 |
completed | Feb. 28, 2026, 3:06 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a2c27754a881908ef5a96e05e515e3 |
completed | Feb. 28, 2026, 10:24 a.m. |
| NEDg | Description generation | batch_69a2c37177348190857d52872e6ab393 |
completed | Feb. 28, 2026, 10:29 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a2c3c512f08190bb87f874524b1616 |
completed | Feb. 28, 2026, 10:30 a.m. |
Created at: Feb. 28, 2026, 2:31 a.m.