Triple
T1926117
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | LEGO Mindstorms NXT |
E40834
|
entity |
| Predicate | programmingLanguageSupport |
P1592
|
FINISHED |
| Object |
leJOS (Java for NXT)
leJOS (Java for NXT) is a tiny Java-based firmware and runtime environment that allows developers to program LEGO Mindstorms NXT robots in the Java programming language.
|
E40834
|
NE FINISHED |
How this triple was built (4 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: leJOS (Java for NXT) | Statement: [LEGO Mindstorms NXT, programmingLanguageSupport, leJOS (Java for NXT)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: leJOS (Java for NXT) Context triple: [LEGO Mindstorms NXT, programmingLanguageSupport, leJOS (Java for NXT)]
-
A.
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.
-
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 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.
-
D.
ev3dev
ev3dev is a Debian-based Linux distribution designed to run on LEGO Mindstorms EV3 and compatible devices, enabling advanced programming and hardware control.
-
E.
LEGO Mindstorms extension
LEGO Mindstorms extension is an add-on for the Scratch programming environment that enables users to control and program LEGO Mindstorms robots through visual code blocks.
- 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: leJOS (Java for NXT) Triple: [LEGO Mindstorms NXT, programmingLanguageSupport, leJOS (Java for NXT)]
Generated description
leJOS (Java for NXT) is a tiny Java-based firmware and runtime environment that allows developers to program LEGO Mindstorms NXT robots in the Java programming language.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: leJOS (Java for NXT) Target entity description: leJOS (Java for NXT) is a tiny Java-based firmware and runtime environment that allows developers to program LEGO Mindstorms NXT robots in the Java programming language.
-
A.
LEGO Mindstorms NXT
chosen
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.
-
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 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.
-
D.
ev3dev
ev3dev is a Debian-based Linux distribution designed to run on LEGO Mindstorms EV3 and compatible devices, enabling advanced programming and hardware control.
-
E.
LEGO Mindstorms extension
LEGO Mindstorms extension is an add-on for the Scratch programming environment that enables users to control and program LEGO Mindstorms robots through visual code blocks.
- F. None of above.
Provenance (5 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_69a8864711648190b07bed24ed76258e |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69abb261ef8481909be2390ac5a02622 |
completed | March 7, 2026, 5:06 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adf3e881748190b00f125185e91271 |
completed | March 8, 2026, 10:10 p.m. |
| NEDg | Description generation | batch_69adf494f0288190bf77285d18fcd3d9 |
completed | March 8, 2026, 10:13 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adf51f49488190b9b0465b4da685c1 |
completed | March 8, 2026, 10:15 p.m. |
Created at: March 4, 2026, 7:35 p.m.