Triple

T17517212
Position Surface form Disambiguated ID Type / Status
Subject ESP-IDF E426598 entity
Predicate supportsPlatform P203 FINISHED
Object ESP32-S2
ESP32-S2 is a low-power, Wi-Fi-enabled microcontroller from Espressif designed for secure IoT applications, featuring an Xtensa 32-bit core and rich peripheral support.
E1276840 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-S2 | Statement: [ESP-IDF, supportsPlatform, ESP32-S2]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: ESP32-S2
Context triple: [ESP-IDF, supportsPlatform, ESP32-S2]
  • A. 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.
  • B. ESP32-C3
    The ESP32-C3 is a low-cost, low-power RISC-V-based Wi-Fi and Bluetooth LE microcontroller designed for IoT and embedded applications.
  • C. 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.
  • D. ESP32-DevKitC
    ESP32-DevKitC is a compact, official Espressif development board designed to prototype and evaluate ESP32 Wi‑Fi and Bluetooth microcontroller applications.
  • E. ESP-07
    ESP-07 is a compact Wi-Fi module based on the ESP8266 chip, featuring an onboard antenna connector and GPIO pins for 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-S2
Triple: [ESP-IDF, supportsPlatform, ESP32-S2]
Generated description
ESP32-S2 is a low-power, Wi-Fi-enabled microcontroller from Espressif designed for secure IoT applications, featuring an Xtensa 32-bit core and rich peripheral support.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: ESP32-S2
Target entity description: ESP32-S2 is a low-power, Wi-Fi-enabled microcontroller from Espressif designed for secure IoT applications, featuring an Xtensa 32-bit core and rich peripheral support.
  • A. 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.
  • B. ESP32-C3
    The ESP32-C3 is a low-cost, low-power RISC-V-based Wi-Fi and Bluetooth LE microcontroller designed for IoT and embedded applications.
  • C. 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.
  • D. ESP32-DevKitC
    ESP32-DevKitC is a compact, official Espressif development board designed to prototype and evaluate ESP32 Wi‑Fi and Bluetooth microcontroller applications.
  • E. ESP-07
    ESP-07 is a compact Wi-Fi module based on the ESP8266 chip, featuring an onboard antenna connector and GPIO pins for embedded and IoT 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_69d889dd9164819087b1dc3c9240c870 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e452615a8481909974e9855ea7a8e4 completed April 19, 2026, 3:56 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01dddcb3148190b769e01a159fd5e7 completed May 11, 2026, 1:47 p.m.
NEDg Description generation batch_6a01dfaf934481908753eb760115074a completed May 11, 2026, 1:54 p.m.
NED2 Entity disambiguation (via description) batch_6a01e02a5d9481909cd957c14a4eff3b completed May 11, 2026, 1:56 p.m.
Created at: April 10, 2026, 5:49 a.m.