Triple
T15103546
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | ARM Cortex-M series |
E360728
|
entity |
| Predicate | usedIn |
P98
|
FINISHED |
| Object | Microchip SAM microcontrollers |
E745378
|
NE FINISHED |
How this triple was built (2 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: Microchip SAM microcontrollers | Statement: [ARM Cortex-M series, usedIn, Microchip SAM microcontrollers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Microchip SAM microcontrollers Context triple: [ARM Cortex-M series, usedIn, Microchip SAM microcontrollers]
-
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.
Arduino core for SAMD
chosen
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.
AVR microcontrollers
AVR microcontrollers are a family of compact, low-power 8-bit and 32-bit microcontrollers from Atmel (now Microchip) widely used in embedded systems and hobbyist platforms like Arduino.
-
D.
Atmel
Atmel was a semiconductor company best known for its microcontrollers and integrated circuits widely used in embedded systems and consumer electronics.
-
E.
ARM Cortex-M series
The ARM Cortex-M series is a family of low-power, 32-bit RISC microcontroller cores widely used in embedded systems, IoT devices, and real-time applications.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69d85a0491ec8190830960be8fafb994 |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e00551521c8190b48d1a074bb4bdfc |
completed | April 15, 2026, 9:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69feae274f6881908931569efc09996e |
completed | May 9, 2026, 3:46 a.m. |
Created at: April 10, 2026, 3:05 a.m.