Triple

T315020
Position Surface form Disambiguated ID Type / Status
Subject Microsoft MakeCode E7686 entity
Predicate supportsTarget P5090 FINISHED
Object BBC micro:bit
The BBC micro:bit is a small programmable microcontroller board designed for education, featuring built-in sensors, LEDs, and wireless communication to help beginners learn coding and electronics.
E40792 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: BBC micro:bit | Statement: [Microsoft MakeCode, supportsTarget, BBC micro:bit]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: BBC micro:bit
Context triple: [Microsoft MakeCode, supportsTarget, BBC micro:bit]
  • A. Makey Makey Go
    Makey Makey Go is a compact, USB-based invention kit that lets users turn everyday conductive objects into touchpads or keyboard/mouse inputs for creative interactive projects.
  • B. Adafruit Circuit Playground Express
    Adafruit Circuit Playground Express is an educational, all-in-one microcontroller board with built-in sensors, LEDs, and buttons designed to teach coding and electronics to beginners and students.
  • C. Calliope mini
    Calliope mini is a small educational microcontroller board designed to teach children and beginners programming and electronics through interactive projects.
  • 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. MicroPython
    MicroPython is a lean and efficient reimplementation of the Python 3 language designed to run on microcontrollers and other resource-constrained embedded systems.
  • 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: BBC micro:bit
Triple: [Microsoft MakeCode, supportsTarget, BBC micro:bit]
Generated description
The BBC micro:bit is a small programmable microcontroller board designed for education, featuring built-in sensors, LEDs, and wireless communication to help beginners learn coding and electronics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: BBC micro:bit
Target entity description: The BBC micro:bit is a small programmable microcontroller board designed for education, featuring built-in sensors, LEDs, and wireless communication to help beginners learn coding and electronics.
  • A. Makey Makey Go
    Makey Makey Go is a compact, USB-based invention kit that lets users turn everyday conductive objects into touchpads or keyboard/mouse inputs for creative interactive projects.
  • B. Adafruit Circuit Playground Express
    Adafruit Circuit Playground Express is an educational, all-in-one microcontroller board with built-in sensors, LEDs, and buttons designed to teach coding and electronics to beginners and students.
  • C. Calliope mini chosen
    Calliope mini is a small educational microcontroller board designed to teach children and beginners programming and electronics through interactive projects.
  • 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. MicroPython
    MicroPython is a lean and efficient reimplementation of the Python 3 language designed to run on microcontrollers and other resource-constrained embedded systems.
  • F. None of above.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: supportsTarget
Context triple: [Microsoft MakeCode, supportsTarget, BBC micro:bit]
  • A. supportsFeature
    Indicates that one entity provides, enables, or is compatible with a particular feature or capability of another.
  • B. isSupportedBy
    Indicates that an entity is upheld, sustained, or enabled by another entity, which provides necessary assistance, resources, or justification.
  • C. supportsView
    Indicates that one entity provides the capability to display, render, or present another entity in a particular view or format.
  • D. supportedPlatform chosen
    Indicates that one entity (such as a system, application, or service) is compatible with and can operate on a particular platform.
  • E. supportsPolicy
    Indicates that one entity endorses, backs, or is in favor of a particular policy or set of policies.
  • 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_69a2e7e7af7881908890039d6be4e9b8 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ea62f830819089e94b3aa3e4e187 completed Feb. 28, 2026, 1:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3cafef7d48190b00f577488298605 completed March 1, 2026, 5:13 a.m.
NEDg Description generation batch_69a3cb608d5481908e43e0c0d021f925 completed March 1, 2026, 5:15 a.m.
NED2 Entity disambiguation (via description) batch_69a3cc0fb7b48190bf002516d07b6bc5 completed March 1, 2026, 5:18 a.m.
PD Predicate disambiguation batch_69a2e9428098819089d5950cd2c96dc4 completed Feb. 28, 2026, 1:10 p.m.
Created at: Feb. 28, 2026, 1:08 p.m.