Triple
T17517316
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | ESPHome |
E426600
|
entity |
| Predicate | integratesWith |
P1075
|
FINISHED |
| Object |
Home Assistant Add-on ecosystem
The Home Assistant Add-on ecosystem is a collection of modular, containerized extensions that enhance Home Assistant’s functionality by providing easily installable services and integrations.
|
E1273152
|
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: Home Assistant Add-on ecosystem | Statement: [ESPHome, integratesWith, Home Assistant Add-on ecosystem]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Home Assistant Add-on ecosystem Context triple: [ESPHome, integratesWith, Home Assistant Add-on ecosystem]
-
A.
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.
-
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.
PlatformIO
PlatformIO is an open-source, cross-platform ecosystem and IDE extension for embedded development that streamlines building, debugging, and deploying firmware to a wide range of microcontrollers and boards.
-
D.
Matter (via Google Home)
Matter (via Google Home) is a smart home connectivity standard that lets compatible devices from different brands work together seamlessly through the Google Home ecosystem.
-
E.
Intelligent Hub
Intelligent Hub is the programmable, sensor- and motor-connecting control unit at the core of LEGO Mindstorms Robot Inventor robots.
- 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: Home Assistant Add-on ecosystem Triple: [ESPHome, integratesWith, Home Assistant Add-on ecosystem]
Generated description
The Home Assistant Add-on ecosystem is a collection of modular, containerized extensions that enhance Home Assistant’s functionality by providing easily installable services and integrations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Home Assistant Add-on ecosystem Target entity description: The Home Assistant Add-on ecosystem is a collection of modular, containerized extensions that enhance Home Assistant’s functionality by providing easily installable services and integrations.
-
A.
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.
-
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.
PlatformIO
PlatformIO is an open-source, cross-platform ecosystem and IDE extension for embedded development that streamlines building, debugging, and deploying firmware to a wide range of microcontrollers and boards.
-
D.
Matter (via Google Home)
Matter (via Google Home) is a smart home connectivity standard that lets compatible devices from different brands work together seamlessly through the Google Home ecosystem.
-
E.
Intelligent Hub
Intelligent Hub is the programmable, sensor- and motor-connecting control unit at the core of LEGO Mindstorms Robot Inventor robots.
- 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.