Triple
T17517262
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arduino core for ESP32 |
E426599
|
entity |
| Predicate | enablesProgrammingWith |
P31541
|
FINISHED |
| Object | Arduino IDE |
—
|
NE NERFINISHED |
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: Arduino IDE | Statement: [Arduino core for ESP32, enablesProgrammingWith, Arduino IDE]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Arduino IDE Context triple: [Arduino core for ESP32, enablesProgrammingWith, Arduino IDE]
-
A.
Arduino platforms
Arduino platforms are open-source electronics prototyping boards and ecosystems designed to simplify building interactive hardware projects for hobbyists, educators, and professionals.
-
B.
Arduino core for SAMD
Arduino core for SAMD is a software framework that enables programming and running Arduino sketches on SAMD-series ARM Cortex-M0+ microcontrollers, providing standard Arduino APIs and board support.
-
C.
ETH Board
The ETH Board is the strategic leadership and supervisory body overseeing Switzerland’s federal institutes of technology, including ETH Zurich and EPFL.
-
D.
AVRDUDE
AVRDUDE is a command-line utility used to program and upload firmware to AVR microcontrollers and related devices.
-
E.
Arduino Leonardo (ATmega32U4)
The Arduino Leonardo (ATmega32U4) is a microcontroller development board based on the ATmega32U4 chip that features native USB support, allowing it to emulate keyboard and mouse inputs directly to a computer.
- 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: Arduino IDE Target entity description: Arduino IDE is an open-source integrated development environment used to write, compile, and upload code to Arduino-compatible microcontroller boards.
-
A.
Arduino platforms
Arduino platforms are open-source electronics prototyping boards and ecosystems designed to simplify building interactive hardware projects for hobbyists, educators, and professionals.
-
B.
Arduino core for SAMD
Arduino core for SAMD is a software framework that enables programming and running Arduino sketches on SAMD-series ARM Cortex-M0+ microcontrollers, providing standard Arduino APIs and board support.
-
C.
ETH Board
The ETH Board is the strategic leadership and supervisory body overseeing Switzerland’s federal institutes of technology, including ETH Zurich and EPFL.
-
D.
AVRDUDE
AVRDUDE is a command-line utility used to program and upload firmware to AVR microcontrollers and related devices.
-
E.
Arduino Leonardo (ATmega32U4)
The Arduino Leonardo (ATmega32U4) is a microcontroller development board based on the ATmega32U4 chip that features native USB support, allowing it to emulate keyboard and mouse inputs directly to a computer.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: enablesProgrammingWith Context triple: [Arduino core for ESP32, enablesProgrammingWith, Arduino IDE]
-
A.
programmability
Indicates that an entity can be configured, controlled, or modified through programming or code to change its behavior or functions.
-
B.
programmedVia
chosen
Indicates that one entity is created, configured, or made to operate through the use of another entity as its programming method, tool, or medium.
-
C.
programLanguage
Indicates that an entity is implemented, written, or expressed using a particular programming language.
-
D.
programmingLanguage
Indicates that one entity is a programming language used to create, control, or interact with the other entity.
-
E.
programmingIncludes
Indicates that one programming-related entity contains, incorporates, or makes use of another as a part, feature, or component.
- F. None of above.
Provenance (3 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_69d889dd9164819087b1dc3c9240c870 |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e452615a8481909974e9855ea7a8e4 |
completed | April 19, 2026, 3:56 a.m. |
| PD | Predicate disambiguation | batch_69e3b4f5fbcc8190a6ea9639bf5650da |
completed | April 18, 2026, 4:44 p.m. |
Created at: April 10, 2026, 5:49 a.m.