Triple

T6042444
Position Surface form Disambiguated ID Type / Status
Subject FreeRTOS E134577 entity
Predicate supportsDevelopmentEnvironment P24782 FINISHED
Object Keil MDK
Keil MDK is a professional integrated development environment and toolchain for ARM-based microcontrollers, widely used for embedded systems development.
 E565190 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: Keil MDK | Statement: [FreeRTOS, supportsDevelopmentEnvironment, Keil MDK]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Keil MDK
Context triple: [FreeRTOS, supportsDevelopmentEnvironment, Keil MDK]
  • A. Keil
    Keil is a German-origin surname borne by various notable individuals, including Portuguese composer Alfredo Keil.
  • B. 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.
  • C. RT-Thread
    RT-Thread is an open-source real-time operating system (RTOS) designed for embedded and IoT devices, known for its modular architecture and support for multiple processor architectures including RISC-V.
  • D. VxWorks
    VxWorks is a real-time operating system (RTOS) widely used in embedded systems across industries such as aerospace, defense, telecommunications, and industrial automation.
  • E. FreeRTOS
    FreeRTOS is a popular open-source real-time operating system kernel designed for embedded devices and microcontrollers, widely used in resource-constrained 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: Keil MDK
Triple: [FreeRTOS, supportsDevelopmentEnvironment, Keil MDK]
Generated description
Keil MDK is a professional integrated development environment and toolchain for ARM-based microcontrollers, widely used for embedded systems development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Keil MDK
Target entity description: Keil MDK is a professional integrated development environment and toolchain for ARM-based microcontrollers, widely used for embedded systems development.
  • A. Keil
    Keil is a German-origin surname borne by various notable individuals, including Portuguese composer Alfredo Keil.
  • B. 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.
  • C. RT-Thread
    RT-Thread is an open-source real-time operating system (RTOS) designed for embedded and IoT devices, known for its modular architecture and support for multiple processor architectures including RISC-V.
  • D. VxWorks
    VxWorks is a real-time operating system (RTOS) widely used in embedded systems across industries such as aerospace, defense, telecommunications, and industrial automation.
  • E. FreeRTOS
    FreeRTOS is a popular open-source real-time operating system kernel designed for embedded devices and microcontrollers, widely used in resource-constrained and IoT applications.
  • 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_69c00876a69881908088a2626d3b2666 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c056e108fc81908775d176ff960fad completed March 22, 2026, 8:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69c1139793708190b14c83d4197a33a0 completed March 23, 2026, 10:19 a.m.
NEDg Description generation batch_69c116054e9881908de17b355558f149 completed March 23, 2026, 10:29 a.m.
NED2 Entity disambiguation (via description) batch_69c1167938008190bf43698bf4b69062 completed March 23, 2026, 10:31 a.m.
Created at: March 22, 2026, 4:08 p.m.