Triple
T4276016
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | ESP32 microcontrollers |
E97048
|
entity |
| Predicate | hasVariant |
P455
|
FINISHED |
| Object |
ESP32-P4
ESP32-P4 is a high-performance variant of Espressif’s ESP32 microcontroller family designed for advanced IoT, edge computing, and multimedia applications with enhanced processing and connectivity features.
|
E97048
|
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: ESP32-P4 | Statement: [ESP32 microcontrollers, hasVariant, ESP32-P4]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: ESP32-P4 Context triple: [ESP32 microcontrollers, hasVariant, ESP32-P4]
-
A.
ESP32 microcontrollers
ESP32 microcontrollers are low-cost, low-power Wi-Fi and Bluetooth-enabled system-on-chips from Espressif, widely used for IoT, embedded, and hobbyist electronics projects.
-
B.
Calliope mini
Calliope mini is a small educational microcontroller board designed to teach children and beginners programming and electronics through interactive projects.
-
C.
Raspberry Pi
Raspberry Pi is a low-cost, credit card–sized single-board computer widely used for education, DIY electronics projects, and lightweight computing tasks.
-
D.
SDKPiL
SDKPiL was a Marxist socialist political party active in the late 19th and early 20th centuries in the territories of the former Polish–Lithuanian Commonwealth, advocating internationalist socialism and workers’ rights.
-
E.
Nordic nRF51822
The Nordic nRF51822 is a low-power Bluetooth Low Energy (BLE) and 2.4 GHz SoC featuring an ARM Cortex-M0 processor, widely used in embedded and IoT applications.
- 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: ESP32-P4 Triple: [ESP32 microcontrollers, hasVariant, ESP32-P4]
Generated description
ESP32-P4 is a high-performance variant of Espressif’s ESP32 microcontroller family designed for advanced IoT, edge computing, and multimedia applications with enhanced processing and connectivity features.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: ESP32-P4 Target entity description: ESP32-P4 is a high-performance variant of Espressif’s ESP32 microcontroller family designed for advanced IoT, edge computing, and multimedia applications with enhanced processing and connectivity features.
-
A.
ESP32 microcontrollers
chosen
ESP32 microcontrollers are low-cost, low-power Wi-Fi and Bluetooth-enabled system-on-chips from Espressif, widely used for IoT, embedded, and hobbyist electronics projects.
-
B.
Calliope mini
Calliope mini is a small educational microcontroller board designed to teach children and beginners programming and electronics through interactive projects.
-
C.
Raspberry Pi
Raspberry Pi is a low-cost, credit card–sized single-board computer widely used for education, DIY electronics projects, and lightweight computing tasks.
-
D.
SDKPiL
SDKPiL was a Marxist socialist political party active in the late 19th and early 20th centuries in the territories of the former Polish–Lithuanian Commonwealth, advocating internationalist socialism and workers’ rights.
-
E.
Nordic nRF51822
The Nordic nRF51822 is a low-power Bluetooth Low Energy (BLE) and 2.4 GHz SoC featuring an ARM Cortex-M0 processor, widely used in embedded and IoT applications.
- 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_69b34544be3c819084d1ab82d29f90c5 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3501d677481909e7416a1d2b0008c |
completed | March 12, 2026, 11:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5b7b3b52c8190ae7c05448faf5558 |
completed | March 14, 2026, 7:32 p.m. |
| NEDg | Description generation | batch_69b5b95083088190b0c993fa2fbc954c |
completed | March 14, 2026, 7:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5b9b8afcc8190822cfd560d064590 |
completed | March 14, 2026, 7:40 p.m. |
Created at: March 12, 2026, 11:07 p.m.