Triple
T4276026
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | ESP32 microcontrollers |
E97048
|
entity |
| Predicate | supportedBy |
P67
|
FINISHED |
| Object |
ESPHome
ESPHome is an open-source system for creating custom firmware that lets you easily integrate ESP32 and other ESP-based microcontrollers into Home Assistant and similar home automation platforms.
|
E426600
|
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: ESPHome | Statement: [ESP32 microcontrollers, supportedBy, ESPHome]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: ESPHome Context triple: [ESP32 microcontrollers, supportedBy, ESPHome]
-
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.
SmartThings
SmartThings is a smart home platform that connects and controls a wide range of compatible devices through a unified app and ecosystem.
-
C.
HomeKit Accessory Protocol
HomeKit Accessory Protocol is Apple's communication protocol that enables smart home accessories to securely connect with and be controlled by Apple devices within the HomeKit ecosystem.
-
D.
IOT
IOT is the three-letter ISO 3166-1 alpha-3 country code assigned to the British Indian Ocean Territory.
-
E.
HomeKit framework
HomeKit framework is Apple's software framework that enables iOS apps and Siri to configure, communicate with, and control compatible smart home accessories.
- 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: ESPHome Triple: [ESP32 microcontrollers, supportedBy, ESPHome]
Generated description
ESPHome is an open-source system for creating custom firmware that lets you easily integrate ESP32 and other ESP-based microcontrollers into Home Assistant and similar home automation platforms.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: ESPHome Target entity description: ESPHome is an open-source system for creating custom firmware that lets you easily integrate ESP32 and other ESP-based microcontrollers into Home Assistant and similar home automation platforms.
-
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.
SmartThings
SmartThings is a smart home platform that connects and controls a wide range of compatible devices through a unified app and ecosystem.
-
C.
HomeKit Accessory Protocol
HomeKit Accessory Protocol is Apple's communication protocol that enables smart home accessories to securely connect with and be controlled by Apple devices within the HomeKit ecosystem.
-
D.
IOT
IOT is the three-letter ISO 3166-1 alpha-3 country code assigned to the British Indian Ocean Territory.
-
E.
HomeKit framework
HomeKit framework is Apple's software framework that enables iOS apps and Siri to configure, communicate with, and control compatible smart home accessories.
- 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_69b34544be3c819084d1ab82d29f90c5 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3501d677481909e7416a1d2b0008c |
completed | March 12, 2026, 11:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5b7b3b52c8190ae7c05448faf5558 |
completed | March 14, 2026, 7:32 p.m. |
| NEDg | Description generation | batch_69b5b95083088190b0c993fa2fbc954c |
completed | March 14, 2026, 7:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5b9b8afcc8190822cfd560d064590 |
completed | March 14, 2026, 7:40 p.m. |
Created at: March 12, 2026, 11:07 p.m.