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.