Triple
T8612072
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nordic nRF51822 |
E203933
|
entity |
| Predicate | supportsDevelopmentEnvironment |
P24782
|
FINISHED |
| Object | Keil MDK |
E565190
|
NE FINISHED |
How this triple was built (2 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: [Nordic nRF51822, supportsDevelopmentEnvironment, Keil MDK]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Keil MDK Context triple: [Nordic nRF51822, supportsDevelopmentEnvironment, Keil MDK]
-
A.
Keil MDK
chosen
Keil MDK is a professional integrated development environment and toolchain for ARM-based microcontrollers, widely used for embedded systems development.
-
B.
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.
-
C.
Keil
Keil is a German-origin surname borne by various notable individuals, including Portuguese composer Alfredo Keil.
-
D.
MDK2
MDK2 is a third-person action-shooter video game known for its fast-paced gameplay, dark humor, and trio of playable characters, originally released in 2000.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69cc46fdf21c81908ffc6363e98ab871 |
completed | March 31, 2026, 10:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cea91456a88190a7416b0f1a0327d6 |
completed | April 2, 2026, 5:36 p.m. |
Created at: March 30, 2026, 6:25 p.m.