Triple
T17022743
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | AVR microcontrollers |
E412985
|
entity |
| Predicate | familyIncludes |
P3600
|
FINISHED |
| Object |
ATmega series
The ATmega series is a widely used line of 8-bit AVR microcontrollers from Microchip (formerly Atmel), popular in embedded systems and hobbyist platforms like Arduino for their versatility and ease of use.
|
E412985
|
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: ATmega series | Statement: [AVR microcontrollers, familyIncludes, ATmega series]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: ATmega series Context triple: [AVR microcontrollers, familyIncludes, ATmega series]
-
A.
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.
-
B.
Atmel
Atmel was a semiconductor company best known for its microcontrollers and integrated circuits widely used in embedded systems and consumer electronics.
-
C.
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.
-
D.
RA microcontrollers
RA microcontrollers are a family of 32-bit Arm-based microcontroller units from Renesas Electronics designed for low-power, high-performance embedded applications with advanced security and connectivity features.
-
E.
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.
- 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: ATmega series Triple: [AVR microcontrollers, familyIncludes, ATmega series]
Generated description
The ATmega series is a widely used line of 8-bit AVR microcontrollers from Microchip (formerly Atmel), popular in embedded systems and hobbyist platforms like Arduino for their versatility and ease of use.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: ATmega series Target entity description: The ATmega series is a widely used line of 8-bit AVR microcontrollers from Microchip (formerly Atmel), popular in embedded systems and hobbyist platforms like Arduino for their versatility and ease of use.
-
A.
AVR microcontrollers
chosen
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.
-
B.
Atmel
Atmel was a semiconductor company best known for its microcontrollers and integrated circuits widely used in embedded systems and consumer electronics.
-
C.
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.
-
D.
RA microcontrollers
RA microcontrollers are a family of 32-bit Arm-based microcontroller units from Renesas Electronics designed for low-power, high-performance embedded applications with advanced security and connectivity features.
-
E.
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.
- 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_69d886cc4170819093deddc7b8b4b6a7 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3d5d1d2e48190bbcba129247c6c2e |
completed | April 18, 2026, 7:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a011b4f9dfc819085639edb5cda1cca |
completed | May 10, 2026, 11:57 p.m. |
| NEDg | Description generation | batch_6a011cc1afc48190b83e3203407c1d7f |
completed | May 11, 2026, 12:03 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a011d67c82c8190b737406e8952eb2b |
completed | May 11, 2026, 12:05 a.m. |
Created at: April 10, 2026, 5:33 a.m.