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.