Triple

T8611878
Position Surface form Disambiguated ID Type / Status
Subject Microchip ATSAMD21 E203929 entity
Predicate supports P516 FINISHED
Object CMSIS
CMSIS (Cortex Microcontroller Software Interface Standard) is an ARM-defined software framework that standardizes low-level programming interfaces and drivers for Cortex-M microcontrollers to improve code portability and development efficiency.
E745377 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: CMSIS | Statement: [Microchip ATSAMD21, supports, CMSIS]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: CMSIS
Context triple: [Microchip ATSAMD21, supports, CMSIS]
  • A. 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.
  • B. Keil MDK
    Keil MDK is a professional integrated development environment and toolchain for ARM-based microcontrollers, widely used for embedded systems development.
  • C. Zephyr RTOS
    Zephyr RTOS is a small, scalable, open-source real-time operating system designed for resource-constrained embedded and IoT devices, supporting multiple hardware architectures and safety-critical applications.
  • D. IAR Embedded Workbench
    IAR Embedded Workbench is a commercial integrated development environment and compiler suite widely used for building, debugging, and optimizing embedded systems across numerous microcontroller architectures.
  • E. ARM Cortex-R series
    The ARM Cortex-R series is a family of 32-bit RISC processor cores designed by ARM for high-performance, real-time and safety-critical embedded applications such as automotive, industrial control, and storage systems.
  • 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: CMSIS
Triple: [Microchip ATSAMD21, supports, CMSIS]
Generated description
CMSIS (Cortex Microcontroller Software Interface Standard) is an ARM-defined software framework that standardizes low-level programming interfaces and drivers for Cortex-M microcontrollers to improve code portability and development efficiency.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: CMSIS
Target entity description: CMSIS (Cortex Microcontroller Software Interface Standard) is an ARM-defined software framework that standardizes low-level programming interfaces and drivers for Cortex-M microcontrollers to improve code portability and development efficiency.
  • A. 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.
  • B. Keil MDK
    Keil MDK is a professional integrated development environment and toolchain for ARM-based microcontrollers, widely used for embedded systems development.
  • C. Zephyr RTOS
    Zephyr RTOS is a small, scalable, open-source real-time operating system designed for resource-constrained embedded and IoT devices, supporting multiple hardware architectures and safety-critical applications.
  • D. IAR Embedded Workbench
    IAR Embedded Workbench is a commercial integrated development environment and compiler suite widely used for building, debugging, and optimizing embedded systems across numerous microcontroller architectures.
  • E. ARM Cortex-R series
    The ARM Cortex-R series is a family of 32-bit RISC processor cores designed by ARM for high-performance, real-time and safety-critical embedded applications such as automotive, industrial control, and storage systems.
  • F. None of above. chosen

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.