Triple
T22819623
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Keil MDK |
E565190
|
entity |
| Predicate | integratesWith |
P1075
|
FINISHED |
| Object |
Keil RTX RTOS
Keil RTX RTOS is a real-time operating system for ARM-based microcontrollers that provides deterministic task scheduling, inter-task communication, and timing services for embedded applications.
|
E1555006
|
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 RTX RTOS | Statement: [Keil MDK, integratesWith, Keil RTX RTOS]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Keil RTX RTOS Context triple: [Keil MDK, integratesWith, Keil RTX RTOS]
-
A.
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.
-
B.
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.
-
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.
Keil
Keil is a German-origin surname borne by various notable individuals, including Portuguese composer Alfredo Keil.
-
E.
Keil MDK
Keil MDK is a professional integrated development environment and toolchain for ARM-based microcontrollers, widely used for embedded systems development.
- 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 RTX RTOS Triple: [Keil MDK, integratesWith, Keil RTX RTOS]
Generated description
Keil RTX RTOS is a real-time operating system for ARM-based microcontrollers that provides deterministic task scheduling, inter-task communication, and timing services for embedded applications.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Keil RTX RTOS Target entity description: Keil RTX RTOS is a real-time operating system for ARM-based microcontrollers that provides deterministic task scheduling, inter-task communication, and timing services for embedded applications.
-
A.
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.
-
B.
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.
-
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.
Keil
Keil is a German-origin surname borne by various notable individuals, including Portuguese composer Alfredo Keil.
-
E.
Keil MDK
Keil MDK is a professional integrated development environment and toolchain for ARM-based microcontrollers, widely used for embedded systems development.
- 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_69e2458426188190b58b8ab4844fe420 |
completed | April 17, 2026, 2:36 p.m. |
| NER | Named-entity recognition | batch_69f17dcf39a88190bec26affc304236d |
completed | April 29, 2026, 3:41 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b9ea869348190b4c8edc9f8b5dbc3 |
completed | May 18, 2026, 11:20 p.m. |
| NEDg | Description generation | batch_6a0b9f9c46988190baeb6f4e1ec2a419 |
completed | May 18, 2026, 11:24 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0ba068def08190b22058cf5bd76b4f |
completed | May 18, 2026, 11:27 p.m. |
Created at: April 17, 2026, 3:33 p.m.