Triple

T1832404
Position Surface form Disambiguated ID Type / Status
Subject LEGO Mindstorms EV3 E40787 entity
Predicate supportsThirdPartyFirmware P31902 FINISHED
Object ev3dev
ev3dev is a Debian-based Linux distribution designed to run on LEGO Mindstorms EV3 and compatible devices, enabling advanced programming and hardware control.
E210762 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: ev3dev | Statement: [LEGO Mindstorms EV3, supportsThirdPartyFirmware, ev3dev]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: ev3dev
Context triple: [LEGO Mindstorms EV3, supportsThirdPartyFirmware, ev3dev]
  • A. LEGO Mindstorms EV3
    LEGO Mindstorms EV3 is a programmable robotics kit by LEGO that combines modular building elements with motors, sensors, and a programmable brick to teach and explore robotics and coding.
  • B. LEGO Mindstorms NXT
    LEGO Mindstorms NXT is a programmable robotics kit by LEGO that combines modular building bricks with sensors, motors, and a central intelligent brick to create and control custom robots.
  • C. LEGO Mindstorms Robot Inventor
    LEGO Mindstorms Robot Inventor is a programmable robotics kit from LEGO that lets users build and code interactive robots using motors, sensors, and app-based visual programming.
  • D. LEGO Mindstorms motors
    LEGO Mindstorms motors are programmable electric motors used in LEGO robotics kits to provide precise, controllable movement for robots and mechanical creations.
  • E. LEGO Education SPIKE Prime
    LEGO Education SPIKE Prime is a hands-on STEAM learning kit that combines programmable LEGO bricks, sensors, motors, and a visual coding environment to teach robotics and coding concepts to students.
  • 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: ev3dev
Triple: [LEGO Mindstorms EV3, supportsThirdPartyFirmware, ev3dev]
Generated description
ev3dev is a Debian-based Linux distribution designed to run on LEGO Mindstorms EV3 and compatible devices, enabling advanced programming and hardware control.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: ev3dev
Target entity description: ev3dev is a Debian-based Linux distribution designed to run on LEGO Mindstorms EV3 and compatible devices, enabling advanced programming and hardware control.
  • A. LEGO Mindstorms EV3
    LEGO Mindstorms EV3 is a programmable robotics kit by LEGO that combines modular building elements with motors, sensors, and a programmable brick to teach and explore robotics and coding.
  • B. LEGO Mindstorms NXT
    LEGO Mindstorms NXT is a programmable robotics kit by LEGO that combines modular building bricks with sensors, motors, and a central intelligent brick to create and control custom robots.
  • C. LEGO Mindstorms Robot Inventor
    LEGO Mindstorms Robot Inventor is a programmable robotics kit from LEGO that lets users build and code interactive robots using motors, sensors, and app-based visual programming.
  • D. LEGO Mindstorms motors
    LEGO Mindstorms motors are programmable electric motors used in LEGO robotics kits to provide precise, controllable movement for robots and mechanical creations.
  • E. LEGO Mindstorms robotics kits
    LEGO Mindstorms robotics kits are programmable construction sets that combine LEGO bricks, sensors, and motors to let users design, build, and code their own interactive robots.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: supportsThirdPartyFirmware
Context triple: [LEGO Mindstorms EV3, supportsThirdPartyFirmware, ev3dev]
  • A. supportsThirdPartyApplications
    Indicates that an entity is capable of working with, integrating, or allowing the use of software applications developed by external third parties.
  • B. requiresFirmware
    Indicates that one entity depends on specific firmware being present or installed on another entity in order to function or be valid.
  • C. hasThirdPartyPackageManager
    Indicates that an entity uses or is associated with a package manager provided or maintained by an external third party rather than by the primary platform or vendor.
  • D. thirdParty
    Indicates that an entity is a separate, external party involved in a relationship or transaction between two primary entities.
  • E. supportsInstallation chosen
    Indicates that one entity is capable of enabling, handling, or being compatible with the installation of another entity.
  • 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_69a8864644bc8190b2358ab897194ac1 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb45402688190b9a535b14030c354 completed March 7, 2026, 5:15 a.m.
NED1 Entity disambiguation (via context triple) batch_69addf45fcd08190a82a4057470eb3ee completed March 8, 2026, 8:42 p.m.
NEDg Description generation batch_69ade34a51b88190937437a1856557c8 completed March 8, 2026, 8:59 p.m.
NED2 Entity disambiguation (via description) batch_69ade3e2625c81909df2b22ce4cbf3ff completed March 8, 2026, 9:02 p.m.
PD Predicate disambiguation batch_69abafd6a9948190ac2b2743db6f8f69 completed March 7, 2026, 4:55 a.m.
Created at: March 4, 2026, 7:32 p.m.