Triple
T8611876
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Microchip ATSAMD21 |
E203929
|
entity |
| Predicate | toolchainSupport |
P19952
|
FINISHED |
| Object |
Atmel Studio (legacy)
Atmel Studio (legacy) is an older integrated development environment from Atmel/Microchip used for developing, debugging, and programming AVR and ARM-based microcontrollers.
|
E745376
|
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: Atmel Studio (legacy) | Statement: [Microchip ATSAMD21, toolchainSupport, Atmel Studio (legacy)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Atmel Studio (legacy) Context triple: [Microchip ATSAMD21, toolchainSupport, Atmel Studio (legacy)]
-
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.
Atmel
Atmel was a semiconductor company best known for its microcontrollers and integrated circuits widely used in embedded systems and consumer electronics.
-
C.
Keil MDK
Keil MDK is a professional integrated development environment and toolchain for ARM-based microcontrollers, widely used for embedded systems development.
-
D.
Microchip ATSAMD21
Microchip ATSAMD21 is a low-power 32-bit ARM Cortex-M0+ microcontroller widely used in maker and embedded applications for its integrated peripherals and ease of use.
-
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: Atmel Studio (legacy) Triple: [Microchip ATSAMD21, toolchainSupport, Atmel Studio (legacy)]
Generated description
Atmel Studio (legacy) is an older integrated development environment from Atmel/Microchip used for developing, debugging, and programming AVR and ARM-based microcontrollers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Atmel Studio (legacy) Target entity description: Atmel Studio (legacy) is an older integrated development environment from Atmel/Microchip used for developing, debugging, and programming AVR and ARM-based microcontrollers.
-
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.
Atmel
Atmel was a semiconductor company best known for its microcontrollers and integrated circuits widely used in embedded systems and consumer electronics.
-
C.
Keil MDK
Keil MDK is a professional integrated development environment and toolchain for ARM-based microcontrollers, widely used for embedded systems development.
-
D.
Microchip ATSAMD21
Microchip ATSAMD21 is a low-power 32-bit ARM Cortex-M0+ microcontroller widely used in maker and embedded applications for its integrated peripherals and ease of use.
-
E.
Keil
Keil is a German-origin surname borne by various notable individuals, including Portuguese composer Alfredo Keil.
- 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.