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.