Triple
T22819619
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Keil MDK |
E565190
|
entity |
| Predicate | hasEdition |
P35
|
FINISHED |
| Object |
MDK-Plus
MDK-Plus is a mid-tier edition of the Keil MDK development environment that adds advanced middleware and extended device support for embedded ARM microcontroller projects.
|
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: MDK-Plus | Statement: [Keil MDK, hasEdition, MDK-Plus]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: MDK-Plus Context triple: [Keil MDK, hasEdition, MDK-Plus]
-
A.
Keil MDK
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.
IAR Systems
IAR Systems is a Swedish software company specializing in development tools and compilers for embedded systems and microcontroller-based applications.
-
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.
Keil
Keil is a German-origin surname borne by various notable individuals, including Portuguese composer Alfredo Keil.
- 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: MDK-Plus Triple: [Keil MDK, hasEdition, MDK-Plus]
Generated description
MDK-Plus is a mid-tier edition of the Keil MDK development environment that adds advanced middleware and extended device support for embedded ARM microcontroller projects.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: MDK-Plus Target entity description: MDK-Plus is a mid-tier edition of the Keil MDK development environment that adds advanced middleware and extended device support for embedded ARM microcontroller projects.
-
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.
IAR Systems
IAR Systems is a Swedish software company specializing in development tools and compilers for embedded systems and microcontroller-based applications.
-
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.
Keil
Keil is a German-origin surname borne by various notable individuals, including Portuguese composer Alfredo Keil.
- F. None of above.
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_6a0ba7a674908190a3d08c2c7210028e |
completed | May 18, 2026, 11:58 p.m. |
| NEDg | Description generation | batch_6a0ba82b00648190887a3164ececc66d |
completed | May 19, 2026, midnight |
| NED2 | Entity disambiguation (via description) | batch_6a0ba87ed5148190a96c0ea7e1cbb865 |
completed | May 19, 2026, 12:02 a.m. |
Created at: April 17, 2026, 3:33 p.m.