Triple
T17022755
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | AVR microcontrollers |
E412985
|
entity |
| Predicate | toolchain |
P30270
|
FINISHED |
| Object |
AVRDUDE
AVRDUDE is a command-line utility used to program and upload firmware to AVR microcontrollers and related devices.
|
E1245610
|
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: AVRDUDE | Statement: [AVR microcontrollers, toolchain, AVRDUDE]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: AVRDUDE Context triple: [AVR microcontrollers, toolchain, AVRDUDE]
-
A.
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.
-
B.
AVR microcontrollers
AVR microcontrollers are a family of compact, low-power 8-bit and 32-bit microcontrollers from Atmel (now Microchip) widely used in embedded systems and hobbyist platforms like Arduino.
-
C.
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.
-
D.
Microchip MPLAB X
Microchip MPLAB X is an integrated development environment (IDE) from Microchip Technology used for developing, debugging, and programming applications for its microcontroller and microprocessor families.
-
E.
ETH Board
The ETH Board is the strategic leadership and supervisory body overseeing Switzerland’s federal institutes of technology, including ETH Zurich and EPFL.
- 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: AVRDUDE Triple: [AVR microcontrollers, toolchain, AVRDUDE]
Generated description
AVRDUDE is a command-line utility used to program and upload firmware to AVR microcontrollers and related devices.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: AVRDUDE Target entity description: AVRDUDE is a command-line utility used to program and upload firmware to AVR microcontrollers and related devices.
-
A.
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.
-
B.
AVR microcontrollers
AVR microcontrollers are a family of compact, low-power 8-bit and 32-bit microcontrollers from Atmel (now Microchip) widely used in embedded systems and hobbyist platforms like Arduino.
-
C.
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.
-
D.
Microchip MPLAB X
Microchip MPLAB X is an integrated development environment (IDE) from Microchip Technology used for developing, debugging, and programming applications for its microcontroller and microprocessor families.
-
E.
ETH Board
The ETH Board is the strategic leadership and supervisory body overseeing Switzerland’s federal institutes of technology, including ETH Zurich and EPFL.
- 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_69d886cc4170819093deddc7b8b4b6a7 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3d5d1d2e48190bbcba129247c6c2e |
completed | April 18, 2026, 7:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a011b514de481909c78c17a3014b468 |
completed | May 10, 2026, 11:57 p.m. |
| NEDg | Description generation | batch_6a011c021e1c819098e04b1cbaf33ecd |
completed | May 11, 2026, midnight |
| NED2 | Entity disambiguation (via description) | batch_6a011c8afb608190b51c7a4c9ccaa0a5 |
completed | May 11, 2026, 12:02 a.m. |
Created at: April 10, 2026, 5:33 a.m.