Triple
T17022799
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | PIC microcontrollers |
E412986
|
entity |
| Predicate | hasDevelopmentTool |
P24782
|
FINISHED |
| Object |
MPLAB REAL ICE
MPLAB REAL ICE is a high-performance in-circuit emulator and debugger used for real-time programming and debugging of Microchip PIC and dsPIC microcontrollers.
|
E1245612
|
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: MPLAB REAL ICE | Statement: [PIC microcontrollers, hasDevelopmentTool, MPLAB REAL ICE]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: MPLAB REAL ICE Context triple: [PIC microcontrollers, hasDevelopmentTool, MPLAB REAL ICE]
-
A.
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.
-
B.
PICkit programmer
The PICkit programmer is a low-cost in-circuit programming and debugging tool from Microchip used to load and test code on PIC microcontrollers and related devices.
-
C.
Keil MDK
Keil MDK is a professional integrated development environment and toolchain for ARM-based microcontrollers, widely used for embedded systems development.
-
D.
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.
-
E.
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.
- 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: MPLAB REAL ICE Triple: [PIC microcontrollers, hasDevelopmentTool, MPLAB REAL ICE]
Generated description
MPLAB REAL ICE is a high-performance in-circuit emulator and debugger used for real-time programming and debugging of Microchip PIC and dsPIC microcontrollers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: MPLAB REAL ICE Target entity description: MPLAB REAL ICE is a high-performance in-circuit emulator and debugger used for real-time programming and debugging of Microchip PIC and dsPIC microcontrollers.
-
A.
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.
-
B.
PICkit programmer
chosen
The PICkit programmer is a low-cost in-circuit programming and debugging tool from Microchip used to load and test code on PIC microcontrollers and related devices.
-
C.
Keil MDK
Keil MDK is a professional integrated development environment and toolchain for ARM-based microcontrollers, widely used for embedded systems development.
-
D.
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.
-
E.
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.
- 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_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_6a012334c3b48190b125ab926450c45b |
completed | May 11, 2026, 12:30 a.m. |
| NEDg | Description generation | batch_6a0125420bd08190b969849a206a67d1 |
completed | May 11, 2026, 12:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0125c7c4f48190b570dabd341b1ef1 |
completed | May 11, 2026, 12:41 a.m. |
Created at: April 10, 2026, 5:33 a.m.