Triple
T17517138
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Espressif Systems |
E426596
|
entity |
| Predicate | product |
P490
|
FINISHED |
| Object | ESP-NOW |
—
|
NE NERFINISHED |
How this triple was built (3 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-NOW | Statement: [Espressif Systems, product, ESP-NOW]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: ESP-NOW Context triple: [Espressif Systems, product, ESP-NOW]
-
A.
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.
-
B.
Wi‑Fi Direct
Wi‑Fi Direct is a wireless technology standard that allows devices to connect directly to each other without requiring a traditional Wi‑Fi network or router.
-
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.
6LoWPAN
6LoWPAN is a networking protocol that enables IPv6 communication over low-power, low-bandwidth wireless personal area networks, commonly used in IoT and embedded systems.
-
E.
Bluetooth Mesh
Bluetooth Mesh is a networking technology that enables many-to-many device communication over Bluetooth Low Energy for large-scale, robust, and secure IoT deployments.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: ESP-NOW Target entity description: ESP-NOW is a low-power, connectionless wireless communication protocol by Espressif Systems that enables fast, direct data exchange between ESP devices without traditional Wi-Fi networking.
-
A.
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.
-
B.
Wi‑Fi Direct
Wi‑Fi Direct is a wireless technology standard that allows devices to connect directly to each other without requiring a traditional Wi‑Fi network or router.
-
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.
6LoWPAN
6LoWPAN is a networking protocol that enables IPv6 communication over low-power, low-bandwidth wireless personal area networks, commonly used in IoT and embedded systems.
-
E.
Bluetooth Mesh
Bluetooth Mesh is a networking technology that enables many-to-many device communication over Bluetooth Low Energy for large-scale, robust, and secure IoT deployments.
- F. None of above. chosen
Provenance (2 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. |
Created at: April 10, 2026, 5:49 a.m.