Triple
T8611873
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Microchip ATSAMD21 |
E203929
|
entity |
| Predicate | usedIn |
P98
|
FINISHED |
| Object |
SparkFun SAMD21-based boards
SparkFun SAMD21-based boards are a family of Arduino-compatible development boards built around the ARM Cortex-M0+ SAMD21 microcontroller, designed for low-power, high-performance embedded and IoT applications.
|
E203929
|
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: SparkFun SAMD21-based boards | Statement: [Microchip ATSAMD21, usedIn, SparkFun SAMD21-based boards]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: SparkFun SAMD21-based boards Context triple: [Microchip ATSAMD21, usedIn, SparkFun SAMD21-based boards]
-
A.
Microchip ATSAMD21
Microchip ATSAMD21 is a low-power 32-bit ARM Cortex-M0+ microcontroller widely used in maker and embedded applications for its integrated peripherals and ease of use.
-
B.
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.
-
C.
Raspberry Pi Pico
Raspberry Pi Pico is a low-cost, microcontroller-based development board from the Raspberry Pi Foundation built around the RP2040 chip for embedded and hobbyist projects.
-
D.
STM32 series boards
STM32 series boards are a family of ARM Cortex‑M microcontroller development boards from STMicroelectronics widely used for embedded systems, prototyping, and IoT applications.
-
E.
Adafruit Circuit Playground Express
Adafruit Circuit Playground Express is an educational, all-in-one microcontroller board with built-in sensors, LEDs, and buttons designed to teach coding and electronics to beginners and 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: SparkFun SAMD21-based boards Triple: [Microchip ATSAMD21, usedIn, SparkFun SAMD21-based boards]
Generated description
SparkFun SAMD21-based boards are a family of Arduino-compatible development boards built around the ARM Cortex-M0+ SAMD21 microcontroller, designed for low-power, high-performance embedded and IoT applications.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: SparkFun SAMD21-based boards Target entity description: SparkFun SAMD21-based boards are a family of Arduino-compatible development boards built around the ARM Cortex-M0+ SAMD21 microcontroller, designed for low-power, high-performance embedded and IoT applications.
-
A.
Microchip ATSAMD21
chosen
Microchip ATSAMD21 is a low-power 32-bit ARM Cortex-M0+ microcontroller widely used in maker and embedded applications for its integrated peripherals and ease of use.
-
B.
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.
-
C.
Raspberry Pi Pico
Raspberry Pi Pico is a low-cost, microcontroller-based development board from the Raspberry Pi Foundation built around the RP2040 chip for embedded and hobbyist projects.
-
D.
STM32 series boards
STM32 series boards are a family of ARM Cortex‑M microcontroller development boards from STMicroelectronics widely used for embedded systems, prototyping, and IoT applications.
-
E.
Adafruit Circuit Playground Express
Adafruit Circuit Playground Express is an educational, all-in-one microcontroller board with built-in sensors, LEDs, and buttons designed to teach coding and electronics to beginners and students.
- 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_69ca832c23e4819095a9f3eea4a21828 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cc46fc31e08190aab5ab8f92f3315c |
completed | March 31, 2026, 10:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cea91456a88190a7416b0f1a0327d6 |
completed | April 2, 2026, 5:36 p.m. |
| NEDg | Description generation | batch_69cea9e685388190a4be9d2135dc02d0 |
completed | April 2, 2026, 5:39 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ceaababe2c8190bc47430d33bfdbaa |
completed | April 2, 2026, 5:43 p.m. |
Created at: March 30, 2026, 6:25 p.m.