Triple
T20576128
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Alexander Repenning |
E505221
|
entity |
| Predicate | developed |
P73
|
FINISHED |
| Object | AgentCubes visual programming environment |
—
|
NE NERFINISHED |
How this triple was built (3 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: AgentCubes visual programming environment | Statement: [Alexander Repenning, developed, AgentCubes visual programming environment]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: AgentCubes visual programming environment Context triple: [Alexander Repenning, developed, AgentCubes visual programming environment]
-
A.
NEPO visual programming language
NEPO visual programming language is a block-based, beginner-friendly programming system designed to teach coding and robotics concepts through a graphical interface.
-
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 programming language
LEGO Mindstorms programming language is a category of programming tools and languages designed specifically for creating and controlling programs on LEGO Mindstorms robotics kits.
-
D.
Scratch programming language
Scratch programming language is a visual, block-based coding environment designed primarily for children and beginners to learn programming concepts through creating interactive stories, games, and animations.
-
E.
Scratch
Scratch is one of the University of Kentucky’s costumed wildcat mascots who entertains crowds and represents the school at athletic events and community activities.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: AgentCubes visual programming environment Target entity description: AgentCubes visual programming environment is an educational, block-based 3D and 2D programming platform designed to help learners create games and simulations while developing computational thinking skills.
-
A.
NEPO visual programming language
NEPO visual programming language is a block-based, beginner-friendly programming system designed to teach coding and robotics concepts through a graphical interface.
-
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 programming language
LEGO Mindstorms programming language is a category of programming tools and languages designed specifically for creating and controlling programs on LEGO Mindstorms robotics kits.
-
D.
Scratch programming language
Scratch programming language is a visual, block-based coding environment designed primarily for children and beginners to learn programming concepts through creating interactive stories, games, and animations.
-
E.
Scratch
Scratch is one of the University of Kentucky’s costumed wildcat mascots who entertains crowds and represents the school at athletic events and community activities.
- F. None of above. chosen
Provenance (2 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_69e0b4b721588190993ac7b0a9be2736 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6a90af3608190955d2c7950726178 |
completed | April 20, 2026, 10:30 p.m. |
Created at: April 16, 2026, 11:39 a.m.