Triple
T17598145
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | ESP32-DevKitC |
E428625
|
entity |
| Predicate | documentation |
P4310
|
FINISHED |
| Object |
Espressif hardware design guidelines
Espressif hardware design guidelines are official recommendations and best practices for designing reliable, high-performance hardware and PCB layouts using Espressif chips such as the ESP32.
|
E1278718
|
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: Espressif hardware design guidelines | Statement: [ESP32-DevKitC, documentation, Espressif hardware design guidelines]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Espressif hardware design guidelines Context triple: [ESP32-DevKitC, documentation, Espressif hardware design guidelines]
-
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.
ESP-IDF
ESP-IDF is Espressif’s official open-source development framework for building applications on ESP32-series Wi-Fi and Bluetooth microcontrollers.
-
C.
Espressif Systems
Espressif Systems is a Chinese semiconductor company best known for designing low-cost, Wi‑Fi and Bluetooth-enabled microcontroller chips widely used in IoT and embedded applications.
-
D.
ESP8266 microcontrollers
ESP8266 microcontrollers are low-cost Wi-Fi-enabled microcontroller chips widely used in IoT projects and hobbyist electronics for adding wireless connectivity to embedded systems.
-
E.
ESP32-C2
The ESP32-C2 is a low-cost, low-power Wi-Fi and Bluetooth LE microcontroller from Espressif Systems designed for IoT and connected embedded 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: Espressif hardware design guidelines Triple: [ESP32-DevKitC, documentation, Espressif hardware design guidelines]
Generated description
Espressif hardware design guidelines are official recommendations and best practices for designing reliable, high-performance hardware and PCB layouts using Espressif chips such as the ESP32.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Espressif hardware design guidelines Target entity description: Espressif hardware design guidelines are official recommendations and best practices for designing reliable, high-performance hardware and PCB layouts using Espressif chips such as the ESP32.
-
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.
ESP-IDF
ESP-IDF is Espressif’s official open-source development framework for building applications on ESP32-series Wi-Fi and Bluetooth microcontrollers.
-
C.
Espressif Systems
Espressif Systems is a Chinese semiconductor company best known for designing low-cost, Wi‑Fi and Bluetooth-enabled microcontroller chips widely used in IoT and embedded applications.
-
D.
ESP8266 microcontrollers
ESP8266 microcontrollers are low-cost Wi-Fi-enabled microcontroller chips widely used in IoT projects and hobbyist electronics for adding wireless connectivity to embedded systems.
-
E.
ESP32-C2
The ESP32-C2 is a low-cost, low-power Wi-Fi and Bluetooth LE microcontroller from Espressif Systems designed for IoT and connected embedded applications.
- 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_69d889e1030481909950e140c63255b9 |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e469ecfb108190a9e7a5b380f8ab93 |
completed | April 19, 2026, 5:36 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a01e819cec88190b79a7e5c1ced3e18 |
completed | May 11, 2026, 2:30 p.m. |
| NEDg | Description generation | batch_6a01eed32bbc81908ea9e2588e3741f8 |
completed | May 11, 2026, 2:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a01ef6edb7c81908bdbf4d42dd6b9aa |
completed | May 11, 2026, 3:02 p.m. |
Created at: April 10, 2026, 5:51 a.m.