Triple
T17022796
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | PIC microcontrollers |
E412986
|
entity |
| Predicate | supports |
P516
|
FINISHED |
| Object | MPLAB XC32 compiler |
E745374
|
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: MPLAB XC32 compiler | Statement: [PIC microcontrollers, supports, MPLAB XC32 compiler]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: MPLAB XC32 compiler Context triple: [PIC microcontrollers, supports, MPLAB XC32 compiler]
-
A.
Microchip MPLAB X
chosen
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.
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 MDK
Keil MDK is a professional integrated development environment and toolchain for ARM-based microcontrollers, widely used for embedded systems development.
-
D.
Silicon Labs EFM32 microcontrollers
Silicon Labs EFM32 microcontrollers are ultra-low-power 32-bit MCUs designed for energy-efficient embedded applications such as IoT, wearables, and battery-powered devices.
-
E.
Metrowerks CodeWarrior
Metrowerks CodeWarrior is an integrated development environment and compiler suite popular in the 1990s and early 2000s for developing software on classic Mac OS, PowerPC, and embedded platforms.
- 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_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. |
Created at: April 10, 2026, 5:33 a.m.