Triple

T7251728
Position Surface form Disambiguated ID Type / Status
Subject LEGO Education SPIKE Prime E157616 entity
Predicate softwareEnvironment P9320 FINISHED
Object SPIKE App
SPIKE App is LEGO Education’s programming and learning platform used to code and control SPIKE Prime robotics and STEM projects through an intuitive, block-based interface.
E157616 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: SPIKE App | Statement: [LEGO Education SPIKE Prime, softwareEnvironment, SPIKE App]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: SPIKE App
Context triple: [LEGO Education SPIKE Prime, softwareEnvironment, SPIKE App]
  • A. 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.
  • B. Turtle Blocks
    Turtle Blocks is a visual, block-based programming environment designed to help learners explore coding and mathematical concepts through turtle graphics.
  • 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 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.
  • E. 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.
  • 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: SPIKE App
Triple: [LEGO Education SPIKE Prime, softwareEnvironment, SPIKE App]
Generated description
SPIKE App is LEGO Education’s programming and learning platform used to code and control SPIKE Prime robotics and STEM projects through an intuitive, block-based interface.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: SPIKE App
Target entity description: SPIKE App is LEGO Education’s programming and learning platform used to code and control SPIKE Prime robotics and STEM projects through an intuitive, block-based interface.
  • A. LEGO Education SPIKE Prime chosen
    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.
  • B. Turtle Blocks
    Turtle Blocks is a visual, block-based programming environment designed to help learners explore coding and mathematical concepts through turtle graphics.
  • 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 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.
  • E. 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.
  • F. None of above.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: softwareEnvironment
Context triple: [LEGO Education SPIKE Prime, softwareEnvironment, SPIKE App]
  • A. launchEnvironment
    Indicates the specific context, configuration, or setting in which a launch or deployment action takes place.
  • B. primaryOperatingEnvironment chosen
    Indicates the main environment, platform, or context in which an entity is primarily designed to operate or function.
  • C. softwareLibrary
    Indicates that one entity is a software library that provides code, functionality, or services used by another entity.
  • D. environmentType
    Indicates the kind or category of environment associated with an entity or situation.
  • E. developedOn
    Indicates that something was created, built, or produced using a particular platform, technology, or environment.
  • 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_69c6882d81d4819085f7ff862951ee4f completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6ea7ae0e48190bd80c91bad1976c6 completed March 27, 2026, 8:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7d3a7502081909d2a97a60cc445ae completed March 28, 2026, 1:12 p.m.
NEDg Description generation batch_69c7d4690adc81909abbfb7a756f453d completed March 28, 2026, 1:15 p.m.
NED2 Entity disambiguation (via description) batch_69c7d517a7108190893878cbef7d1a3a completed March 28, 2026, 1:18 p.m.
PD Predicate disambiguation batch_69c6e7666ffc81908bf643d8257e6337 completed March 27, 2026, 8:24 p.m.
Created at: March 27, 2026, 2:56 p.m.