Triple

T8611875
Position Surface form Disambiguated ID Type / Status
Subject Microchip ATSAMD21 E203929 entity
Predicate toolchainSupport P19952 FINISHED
Object ARM GCC
ARM GCC is the GNU Compiler Collection’s toolchain variant for compiling and building software targeting ARM-based microcontrollers and processors.
 E745375 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: ARM GCC | Statement: [Microchip ATSAMD21, toolchainSupport, ARM GCC]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: ARM GCC
Context triple: [Microchip ATSAMD21, toolchainSupport, ARM GCC]
  • A. 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.
  • B. 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.
  • C. Keil MDK
    Keil MDK is a professional integrated development environment and toolchain for ARM-based microcontrollers, widely used for embedded systems development.
  • D. ARM
    ARM is the National Rail station code for Armadale railway station in West Lothian, Scotland.
  • E. ARM
    ARM is the three-letter International Olympic Committee country code representing Armenia in the Olympic Games.
  • 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: ARM GCC
Triple: [Microchip ATSAMD21, toolchainSupport, ARM GCC]
Generated description
ARM GCC is the GNU Compiler Collection’s toolchain variant for compiling and building software targeting ARM-based microcontrollers and processors.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: ARM GCC
Target entity description: ARM GCC is the GNU Compiler Collection’s toolchain variant for compiling and building software targeting ARM-based microcontrollers and processors.
  • A. 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.
  • B. 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.
  • C. Keil MDK
    Keil MDK is a professional integrated development environment and toolchain for ARM-based microcontrollers, widely used for embedded systems development.
  • D. ARM
    ARM is the National Rail station code for Armadale railway station in West Lothian, Scotland.
  • E. ARM
    ARM is the three-letter International Olympic Committee country code representing Armenia in the Olympic Games.
  • 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.