Triple
T17517480
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | ESP8266 |
E426602
|
entity |
| Predicate | isProgrammableWith |
P31541
|
FINISHED |
| Object | Arduino core for ESP8266 |
—
|
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 core for ESP8266 | Statement: [ESP8266, isProgrammableWith, Arduino core for ESP8266]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Arduino core for ESP8266 Context triple: [ESP8266, isProgrammableWith, Arduino core for ESP8266]
-
A.
Arduino core for ESP32
Arduino core for ESP32 is a software framework that enables programming ESP32 microcontrollers using the Arduino IDE and Arduino-style APIs.
-
B.
ESP8266 microcontrollers
ESP8266 microcontrollers are low-cost Wi-Fi-enabled microcontroller chips widely used in IoT projects and hobbyist electronics for adding wireless connectivity to embedded systems.
-
C.
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.
-
D.
ESP32 microcontrollers
ESP32 microcontrollers are low-cost, low-power Wi-Fi and Bluetooth-enabled system-on-chips from Espressif, widely used for IoT, embedded, and hobbyist electronics projects.
-
E.
ESP32-DevKitC
ESP32-DevKitC is a compact, official Espressif development board designed to prototype and evaluate ESP32 Wi‑Fi and Bluetooth microcontroller applications.
- 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 core for ESP8266 Target entity description: Arduino core for ESP8266 is a software framework that enables developers to program ESP8266 Wi-Fi microcontrollers using the Arduino IDE, libraries, and simplified C/C++ APIs.
-
A.
Arduino core for ESP32
Arduino core for ESP32 is a software framework that enables programming ESP32 microcontrollers using the Arduino IDE and Arduino-style APIs.
-
B.
ESP8266 microcontrollers
ESP8266 microcontrollers are low-cost Wi-Fi-enabled microcontroller chips widely used in IoT projects and hobbyist electronics for adding wireless connectivity to embedded systems.
-
C.
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.
-
D.
ESP32 microcontrollers
ESP32 microcontrollers are low-cost, low-power Wi-Fi and Bluetooth-enabled system-on-chips from Espressif, widely used for IoT, embedded, and hobbyist electronics projects.
-
E.
ESP32-DevKitC
ESP32-DevKitC is a compact, official Espressif development board designed to prototype and evaluate ESP32 Wi‑Fi and Bluetooth microcontroller applications.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: isProgrammableWith Context triple: [ESP8266, isProgrammableWith, Arduino core for ESP8266]
-
A.
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.
-
B.
programmability
Indicates that an entity can be configured, controlled, or modified through programming or code to change its behavior or functions.
-
C.
hasMicrocontroller
Indicates that an entity contains, includes, or is equipped with a microcontroller as one of its components.
-
D.
hasDevelopmentBoard
Indicates that an entity is associated with, or supported by, a specific development board used for building or testing hardware or software.
-
E.
isCapableOf
Indicates that an entity has the ability or capacity to perform a particular action or function.
- 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.