Triple

T7251732
Position Surface form Disambiguated ID Type / Status
Subject LEGO Education SPIKE Prime E157616 entity
Predicate hardwareComponent P75566 FINISHED
Object SPIKE Prime Hub
The SPIKE Prime Hub is a programmable, sensor-equipped central control unit used in LEGO Education SPIKE Prime sets to power and coordinate motors, sensors, and student-created robotic models.
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 Prime Hub | Statement: [LEGO Education SPIKE Prime, hardwareComponent, SPIKE Prime Hub]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: SPIKE Prime Hub
Context triple: [LEGO Education SPIKE Prime, hardwareComponent, SPIKE Prime Hub]
  • 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. 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.
  • 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 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.
  • E. LEGO Mindstorms intelligent brick
    The LEGO Mindstorms intelligent brick is a programmable control unit that serves as the central “brain” of LEGO Mindstorms robots, managing sensors, motors, and user-created code.
  • 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 Prime Hub
Triple: [LEGO Education SPIKE Prime, hardwareComponent, SPIKE Prime Hub]
Generated description
The SPIKE Prime Hub is a programmable, sensor-equipped central control unit used in LEGO Education SPIKE Prime sets to power and coordinate motors, sensors, and student-created robotic models.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: SPIKE Prime Hub
Target entity description: The SPIKE Prime Hub is a programmable, sensor-equipped central control unit used in LEGO Education SPIKE Prime sets to power and coordinate motors, sensors, and student-created robotic models.
  • 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. 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.
  • 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 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.
  • E. LEGO Mindstorms intelligent brick
    The LEGO Mindstorms intelligent brick is a programmable control unit that serves as the central “brain” of LEGO Mindstorms robots, managing sensors, motors, and user-created code.
  • F. None of above.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hardwareComponent
Context triple: [LEGO Education SPIKE Prime, hardwareComponent, SPIKE Prime Hub]
  • A. hardwareRole
    Indicates the functional role or purpose that a piece of hardware serves within a system or configuration.
  • B. hardwareIncluded
    Indicates that certain hardware components are provided or come bundled together with another item or product.
  • C. hardwareUsed
    Indicates that a particular piece of hardware is utilized or employed in performing an action, process, or function involving another entity.
  • D. hardwareUsedBy
    Indicates that a piece of hardware is utilized or operated by a particular entity (such as a person, system, or organization).
  • E. hardwarePlatformFor
    Indicates that one entity serves as the hardware platform on which another entity is designed to run or be deployed.
  • F. None of above. chosen

Provenance (7 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_69c7db1278b08190bab9f01287040492 completed March 28, 2026, 1:43 p.m.
NEDg Description generation batch_69c7dcca7c388190927a3055c3ecef7e completed March 28, 2026, 1:51 p.m.
NED2 Entity disambiguation (via description) batch_69c7dd59faa4819087af4a73e0946b82 completed March 28, 2026, 1:53 p.m.
PD Predicate disambiguation batch_69c6e7666ffc81908bf643d8257e6337 completed March 27, 2026, 8:24 p.m.
PDg Predicate description generation batch_69c6e889854481908c765ce2107f2d3a completed March 27, 2026, 8:28 p.m.
Created at: March 27, 2026, 2:56 p.m.