Triple

T17517138
Position Surface form Disambiguated ID Type / Status
Subject Espressif Systems E426596 entity
Predicate product P490 FINISHED
Object ESP-NOW
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.
E1273142 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-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.
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-NOW
Triple: [Espressif Systems, product, ESP-NOW]
Generated 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.
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 (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_6a01c9408a188190b03fd6c83b743995 completed May 11, 2026, 12:19 p.m.
NEDg Description generation batch_6a01caa08fd08190bafa8e8acce9b0a5 completed May 11, 2026, 12:25 p.m.
NED2 Entity disambiguation (via description) batch_6a01cafa20a8819084aaa2f6d28e918d completed May 11, 2026, 12:26 p.m.
Created at: April 10, 2026, 5:49 a.m.