Triple
T4275974
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | ESP32 microcontrollers |
E97048
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | microcontroller family |
C15478
|
CONCEPT FINISHED |
How this triple was built (1 step)
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.
CD
Concept disambiguation
gpt-5-mini-2025-08-07
Target class: microcontroller family Context triple: [ESP32 microcontrollers, instanceOf, microcontroller family]
-
A.
microprocessor family
A microprocessor family is a group of closely related microprocessors that share a common architecture, instruction set, and design philosophy, enabling software and hardware compatibility across multiple processor models and generations.
-
B.
system on a chip family
A system on a chip family is a group of closely related integrated circuits that share a common architecture and design philosophy, each combining multiple computing, memory, and peripheral components on a single chip for different performance, power, and feature needs.
-
C.
ARM-based processor family
A family of processors built on the ARM architecture, characterized by reduced instruction set computing (RISC) principles, low power consumption, and scalability across devices from embedded systems to high-performance servers.
-
D.
single-board microcontroller
A single-board microcontroller is a compact, self-contained circuit board that integrates a microcontroller chip with essential components like power regulation, input/output interfaces, and programming connections for embedded control applications.
-
E.
microcontroller development board
A microcontroller development board is a compact, ready-to-use circuit board that integrates a microcontroller with essential support components (power, I/O connectors, programming interface) to simplify prototyping and development of embedded systems.
- F. None of above. chosen
Provenance (1 batch)
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_69b34544be3c819084d1ab82d29f90c5 |
completed | March 12, 2026, 10:59 p.m. |
Created at: March 12, 2026, 11:07 p.m.