Triple

T17022744
Position Surface form Disambiguated ID Type / Status
Subject AVR microcontrollers E412985 entity
Predicate familyIncludes P3600 FINISHED
Object ATtiny series
The ATtiny series is a line of small, low-power 8-bit AVR microcontrollers designed for simple, space-constrained embedded applications.
 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: ATtiny series | Statement: [AVR microcontrollers, familyIncludes, ATtiny series]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: ATtiny series
Context triple: [AVR microcontrollers, familyIncludes, ATtiny 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. 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.
  • C. Atmel
    Atmel was a semiconductor company best known for its microcontrollers and integrated circuits widely used in embedded systems and consumer electronics.
  • D. RL78
    RL78 is a family of low-power 16-bit microcontrollers developed by Renesas, commonly used in embedded systems and supported by various open-source toolchains.
  • E. 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.
  • 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: ATtiny series
Triple: [AVR microcontrollers, familyIncludes, ATtiny series]
Generated description
The ATtiny series is a line of small, low-power 8-bit AVR microcontrollers designed for simple, space-constrained embedded applications.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: ATtiny series
Target entity description: The ATtiny series is a line of small, low-power 8-bit AVR microcontrollers designed for simple, space-constrained embedded applications.
  • 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. 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.
  • C. Atmel
    Atmel was a semiconductor company best known for its microcontrollers and integrated circuits widely used in embedded systems and consumer electronics.
  • D. RL78
    RL78 is a family of low-power 16-bit microcontrollers developed by Renesas, commonly used in embedded systems and supported by various open-source toolchains.
  • 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.

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.