Triple
T17517493
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | ESP8266 |
E426602
|
entity |
| Predicate | hasDevelopmentBoard |
P55131
|
FINISHED |
| Object |
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.
|
E1274558
|
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: ESP-07 | Statement: [ESP8266, hasDevelopmentBoard, ESP-07]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: ESP-07 Context triple: [ESP8266, hasDevelopmentBoard, ESP-07]
-
A.
ESP-01
ESP-01 is a compact Wi-Fi development module based on the ESP8266 chip, commonly used to add wireless connectivity to embedded and IoT projects.
-
B.
ESP32-DevKitC
ESP32-DevKitC is a compact, official Espressif development board designed to prototype and evaluate ESP32 Wi‑Fi and Bluetooth microcontroller applications.
-
C.
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.
-
D.
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.
-
E.
ESP8089 (Wi‑Fi chip family)
ESP8089 is an early low-cost Wi‑Fi chip family from Espressif that preceded and was later superseded by the widely adopted ESP8266 series.
- 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: ESP-07 Triple: [ESP8266, hasDevelopmentBoard, ESP-07]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: ESP-07 Target entity description: 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.
-
A.
ESP-01
ESP-01 is a compact Wi-Fi development module based on the ESP8266 chip, commonly used to add wireless connectivity to embedded and IoT projects.
-
B.
ESP32-DevKitC
ESP32-DevKitC is a compact, official Espressif development board designed to prototype and evaluate ESP32 Wi‑Fi and Bluetooth microcontroller applications.
-
C.
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.
-
D.
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.
-
E.
ESP8089 (Wi‑Fi chip family)
ESP8089 is an early low-cost Wi‑Fi chip family from Espressif that preceded and was later superseded by the widely adopted ESP8266 series.
- 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_6a01d283ddbc8190b0f8d710e2b334fe |
completed | May 11, 2026, 12:58 p.m. |
| NEDg | Description generation | batch_6a01d328a3308190b18bf011a1a1d30b |
completed | May 11, 2026, 1:01 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a01d3ca97b88190800530c80bd5dff0 |
completed | May 11, 2026, 1:04 p.m. |
Created at: April 10, 2026, 5:49 a.m.